Note4Students
From UPSC perspective, the following things are important :
Prelims level: Biobanks
Mains level: Transformative potential of Bioeconomy, India's potential and leadership capacity for global south

Central Idea
- The biotechnology economy, commonly known as the bioeconomy, has experienced significant growth in recent years, driven by advancements in genetic research, healthcare applications, and innovations in food security and bioproduction. However, the responsible collection, storage, and sharing of biological data, particularly in the form of biobanks, necessitate robust governance to ensure equitable access and benefit sharing.
*Relevance of the topic*
India’s participation in healthcare advancements, including vaccine development and deployment, highlights its potential in the bioeconomy.
The pharmaceutical industry, coupled with expertise in medical research, positions India as a global leader in healthcare innovation and the production of drugs and therapies.
Considering its vast populations and challenges in healthcare, personalised healthcare is the need of the hour which makes biobanks is crucial factor for India
What is the biotechnology economy?
- The biotechnology economy, also known as the bioeconomy, refers to the sector that encompasses various activities related to biotechnology, genetic research, and the utilization of biological resources for industrial and commercial purposes.
- It encompasses the application of biological knowledge, principles, and techniques to develop innovative products, processes, and services in sectors such as healthcare, agriculture, food production, energy, environmental conservation, and more.
- The biotechnology economy relies on advancements in genetic engineering, genomics, bioinformatics, and other fields to understand and manipulate biological systems for practical purposes.
- It involves the development of new drugs, therapies, and medical treatments, the improvement of agricultural crops and livestock, the production of biofuels and renewable materials, and the creation of sustainable solutions for various industries.
India’s potential in the Bioeconomy
- Bioeconomy Market Value: India’s Bioeconomy Report projects a potential market value of US$300 billion for the bioeconomy in India by 2030. This indicates significant growth and economic prospects in the sector.
- Biotech Start-up Growth: The number of biotech start-ups in India has witnessed exponential growth, increasing from 50 to over 5,300 in the last ten years. This thriving ecosystem reflects a robust foundation for research, development, and industrial participation in the bioeconomy.
- Biobanking Landscape: India currently hosts 19 registered biobanks out of a total of 340 global biobanks. This infrastructure plays a crucial role in the collection, preservation, and sharing of biological data for research and development purposes.
Significance of biobanks for India
- Medical Research and Advancements: Biobanks store biological samples, such as blood, tissue, and DNA, along with associated health information. These samples and data enable researchers to study diseases, understand genetic factors, identify biomarkers, and develop new diagnostic tools and therapies.
- Disease Understanding and Treatment: By collecting samples and health information from individuals with specific diseases or genetic conditions, biobanks facilitate research on disease etiology, progression, and treatment options.
- Precision Medicine and Personalized Healthcare: By analyzing genetic and molecular data stored in biobanks, researchers can identify individual variations and develop tailored treatment approaches based on a person’s unique genetic makeup.
- Public Health and Epidemiology: By analyzing large-scale data sets from biobanks, researchers can identify risk factors, understand disease prevalence, monitor disease trends, and develop strategies for disease prevention and public health interventions.
- Drug Development and Clinical Trials: Biobanks play a crucial role in drug development and clinical trials. They provide researchers and pharmaceutical companies with access to well-characterized biological samples and associated health data, which are essential for evaluating drug efficacy, safety, and side effects.
Inequitable Data Collection and Benefit Deployment
- Global South Underrepresentation: The the majority of biobanks are housed in North America and Europe, covering about 95 percent of the biobanks globally. In contrast, the Global South, including India, only hosts approximately 5 percent of the world’s biobanks. This underrepresentation limits the Global South’s participation in health research and the deployment of health initiatives.
- Research Bias: Due to the concentration of biobanks in the Global North, there is a bias in research and funding, focusing on genetic conditions and diseases that are prevalent in those regions. This bias hamper research on health challenges specific to the Global South, limiting the relevance and applicability of the findings to the populations in these regions.
- Dissonance in Results: There is a dissonance in using samples from the Global South to cater to health requirements primarily in the Global North. This dissonance implies that research outcomes derived from data collected in the Global South may not adequately address the healthcare needs and challenges faced by the populations in that region.
- Lack of Equitable Benefit Sharing: The lack of explicit return on results policies leads to inadequate sharing of benefits derived from the data collected in the Global South. The benefits and outcomes of research conducted using biobank data from the Global South are not shared equitably among the countries and populations from which the data originated.
- Inequities During the Pandemic: The article cites an example of inequity during the COVID-19 pandemic, where the capacity of Afrigen, a biotech firm responsible for vaccine production in Cape Town, was limited due to the desire of private sector participants like Moderna and Pfizer to preserve their knowledge. This resulted in Africa’s reliance on global vaccine manufacturing, with only 1 percent of vaccines consumed on the continent being manufactured within Africa.
India’s contributions and leadership in the bioeconomy
- Healthcare and Vaccine Development: India has actively contributed to healthcare and vaccine development. The country has been involved in SARS-CoV-2 vaccine development, deployment, and diplomacy. Its expertise and participation have played a crucial role in addressing global health challenges.
- Global South Representation: India’s involvement in advocating for global South representation in biobanking governance and global platforms demonstrates its commitment to addressing inequities. India’s leadership contributes to fostering collaboration, trust, and fair participation among countries in the Global South.
- Multilateral Engagement: India’s association with the Quadrilateral Alliance and its G20 presidency provide platforms for global diplomacy and collaboration. These engagements enable India to advocate for global governance structures and mechanisms that promote equitable access, benefit sharing, and funding in the bioeconomy.
- National Guidelines and Best Practices: India has established guidelines and best practices for biobanking, ethical data storage, sharing, and benefit distribution. The Department of Biotechnology and the Ministry of Science and Technology have played key roles in formulating these guidelines, ensuring responsible practices in the bioeconomy.
- Exporting Health Information and Data: India has a history of exporting health information and data, which positions it as a contributor to global health initiatives. Leveraging its experience, India can emphasize the prioritization of diseases relevant to the Global South, prevent biopiracy, and establish rules for benefit sharing to benefit countries in these regions.
- Global Diplomacy and Platforms: India’s involvement in global platforms, such as the G20 presidency, has enabled it to expand its national regulations and contribute to the establishment of a global governance structure for biobanking and data sharing. This allows India to advocate for relief from trust issues, mechanisms for benefit sharing, and incentives for funding in the Global South.
Way forward: Addressing Inequities through Global Governance
- Global South Representation: There is a need for greater representation of the Global South in global governance structures. This ensures that the specific requirements and perspectives of the Global South are considered in decision-making processes and policies.
- Global Guidelines for Biobanking: There is need of the formulation of global guidelines for biobanking to establish standards and best practices. These guidelines would address ethical data collection, storage, sharing, and benefit distribution, taking into account the specific needs and concerns of the Global South.
- Equitable Benefit Sharing: It is important to explicit return on results policies to ensure equitable benefit sharing. These policies would ensure that the benefits derived from data collected in the Global South are shared back with the countries and populations from which the data originated.
- Collaboration and Knowledge Exchange: Global governance in the bioeconomy should foster collaboration, knowledge exchange, and technology transfer between countries and regions. This collaboration helps address disparities, build trust, and promote capacity-building efforts in the Global South.
- Addressing Obstacles and Barriers: Global governance should address obstacles and barriers to data hosting, collection, and sharing in the Global South. This may include financial constraints, technological limitations, and infrastructure gaps that hinder effective participation and contribution.
- Private Sector Engagement: Â It is essential to define the role of the private sector in research and emergencies. Global governance should encourage responsible and ethical private sector engagement, fostering investment, innovation, and knowledge sharing in the Global South.
Conclusion
- The promotion of equitable governance in biobanking is crucial for advancing scientific research, ensuring equitable healthcare, and addressing the unique healthcare challenges faced by the global South. The time is ripe for India to champion this cause and drive transformative change in the field of biobanking on a global scale.
Also read:
Mainstreaming Biodiversity: A Pivotal Step Towards a Sustainable Future
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: NA
Mains level: India's demography: opportunity or disaster, challenges and priorities

Central Idea
- India’s greatest strength lies in its vast manpower. In the coming 25 years, the country has the potential to experience a golden era, provided it effectively utilizes its favorable demographic composition.
Relevance of the topic
The current population of India is 1,420,681,800, based on Worldometer elaboration of the latest United Nations data.
The growth is driven by India’s large, dynamic and young population, with 65% of Indians being under 35 years old.
However, one of the greatest challenges facing young India’s is unemployment. This raises core question is this an opportunity or demographic disaster
There is a need to create opportunities for the existing labour force and the new entrants into the labour market by improving their productivity.
India’s Demographic Advantage
- Young Workforce: India’s average age of 29 years, compared to countries like the US (38), China (38), France (42), Germany (45), and Japan (48), highlights its advantage of having a younger population, which can contribute to economic growth and productivity.
- Favorable Dependency Ratio: The projected old-age dependency ratios indicate India’s advantage in terms of a smaller proportion of the population requiring support from the working-age population. For instance, while India’s projected old-age dependency ratio is 37% in 2075, France is projected to have 55.8%, Japan 75.3%, the US 49.3%, the UK 53%, and Germany 63.1%.
- Rising Working-Age Population: India is currently in a phase where its working-age population is increasing, presenting a potential workforce that can drive economic growth and development for several decades.
- Potential for Labor Supply: With its large population and a growing workforce, India has the potential to become a significant source of labor supply for the rest of the world. This can attract investment and outsourcing opportunities, further boosting economic growth.
- Abundant Human Capital: India possesses a vast pool of educated and skilled individuals, which contributes to its human capital advantage. This workforce can drive innovation, productivity, and economic competitiveness across various sectors.
- Consumer Market: India’s large population provides a substantial domestic consumer market, offering significant opportunities for businesses to cater to the needs and demands of a vast consumer base, driving economic activity.
- Innovation and Entrepreneurship: The young and dynamic population in India fosters a culture of innovation and entrepreneurship, contributing to the development of new industries, technologies, and solutions, creating employment opportunities and driving economic progress.
- Potential for Economic Growth: By effectively utilizing its demographic advantage, India has the potential to achieve higher rates of economic growth and improve its standard of living.
- Global Competitiveness: A young and skilled labor force enhances India’s competitiveness in the global market, attracting foreign investment, promoting export-oriented industries, and positioning India as a preferred business and investment destination.
- Demographic Dividend: India’s favorable demographic composition presents the opportunity to unlock the demographic dividend, leading to accelerated economic growth and development through investments in education, skill development, healthcare, and employment opportunities.
Lessons learned from Asian success stories accordingly
- Harnessing the Demographic Dividend: Asian countries like China, Japan, South Korea, Malaysia, and Singapore have effectively utilized their favorable demographics to drive economic growth and development. India, with its young workforce, can learn from these examples and focus on maximizing the potential of its demographic dividend.
- Focus on Labor-Intensive Manufacturing: Asian success stories have demonstrated the importance of capitalizing on labor-intensive manufacturing sectors to create employment opportunities. India can prioritize these sectors, such as textiles, toys, footwear, auto components, and agricultural processing, to leverage its abundant labor force.
- Structural Transformations: Asian nations have undergone structural transformations by transitioning from labor-intensive industries to more advanced sectors. India can learn from these examples and emphasize technological advancements, innovation, and high-value manufacturing to sustain economic growth and enhance competitiveness.
- Investment in Infrastructure: Developing robust infrastructure is crucial for economic growth. Asian countries have recognized the significance of infrastructure development in reducing trade and transaction costs, improving connectivity, and attracting investments. India should focus on infrastructure development to support its economic growth objectives.
- Trade and Investment Facilitation: Asian success stories have implemented trade facilitation measures and pursued policies to attract foreign direct investment. India can learn from these experiences by adopting measures to facilitate trade, improve ease of doing business, and create a favorable investment climate.
- Support for MSMEs: Micro, Small, and Medium Enterprises (MSMEs) play a pivotal role in the manufacturing sector. Asian countries have provided support to MSMEs to enhance their competitiveness, scale, and integration into global supply chains. India can prioritize support for MSMEs to drive manufacturing growth and job creation.
- Emphasis on Skill Development: Asian success stories have recognized the importance of skill development in enhancing labor force productivity. India should invest in skilling initiatives, re-skilling, and up-skilling programs to improve employability and align the workforce with evolving industry demands.
- Quality Education and Healthcare: Asian nations have prioritized investments in quality education and healthcare. India can learn from these examples by focusing on improving access to quality education and healthcare services, which will contribute to a skilled workforce and a healthy labor force.
- Government Reforms and Policies: Asian success stories have been supported by proactive government reforms and policies. India should implement favorable policies related to labor laws, taxation, ease of doing business, and intellectual property rights to create an enabling environment for economic growth and entrepreneurship.
- Long-term Vision and Implementation: Asian countries that have achieved sustained success have demonstrated long-term vision and commitment to implementing policies and reforms. India should adopt a similar approach by formulating long-term strategies and ensuring consistent implementation to drive sustainable economic growth.
What India needs to capitalize on its demographic dividend?
- Skilling and Education: India needs to focus on skill development programs such as the Jan Shikshan Sansthan, the Pradhan Mantri Kaushal Vikas Yojana, and the National Apprenticeship Promotion Scheme. These programs have shown success in increasing human resource supply in various sectors. However, efforts should be made to upscale and improve the skills of the labor force, especially in the unorganized sector where underpaid jobs prevail.
- Job Creation and Employment Opportunities: India should prioritize sectors with high labor intensity, such as textiles, toys, footwear, auto components, sports goods, agricultural processing, restaurants, hotels, mining, construction, healthcare, and caregiving services. These sectors have significant potential for employment generation. Additionally, the focus should be on infrastructure development to reduce trade and transaction costs and create an environment conducive to doing business.
- Industry and Infrastructure Development: India should accelerate infrastructure development to support economic growth and enhance competitiveness. This includes investment in transportation, energy, digital connectivity, and other critical infrastructure sectors.
- Ease of Doing Business: To attract investments and promote entrepreneurship, India should continue its efforts to improve the ease of doing business by simplifying regulatory processes, reducing bureaucratic hurdles, and enhancing transparency.
- Social Security and Healthcare: India should work towards improving access to quality healthcare services and implementing robust social security programs. Measures like the Ayushman Bharat and Pradhan Mantri Bhartiya Janaushadhi Pariyojana mentioned in the article can help in achieving these goals.
- Government Reforms and Policies: Implementing favorable labor laws, rationalizing taxation systems, and providing policy stability are essential for creating an enabling environment for economic growth. There is importance of reforms such as the National Education Policy 2020, which aims to update knowledge and ensure productive employment opportunities.
Way Forward: Priority areas
- Improving Education Quality:
- India should prioritize the implementation of the National Education Policy 2020, which emphasizes knowledge updating and aims to provide inclusive, equitable, and quality education at all levels.
- Steps should be taken to address challenges such as non-functional schools, resistance to change, and inadequate resources.
- Providing access to quality education up to higher secondary levels for all is essential to create a productive labor force.
- Ensuring Quality Healthcare:
- The government should continue implementing initiatives like Ayushman Bharat and the Pradhan Mantri Bhartiya Janaushadhi Pariyojana to improve healthcare equity.
- Efforts should be made to make drug prices affordable and accessible, and steps should be taken to ensure financial medical protection, such as universal insurance and adequate medical infrastructure.
- Quality health infrastructure for all will contribute to a healthy and productive labor force.
- Accelerating Reforms for Future Success:
- India should accelerate the implementation of reforms and flagship programs to unlock its demographic dividend and drive economic growth.
- Streamlining bureaucratic processes, improving ease of doing business, and creating an investor-friendly environment are essential to attract investments and foster entrepreneurship.
- Additionally, continued infrastructure development, trade facilitation measures, and reforms in labor laws and taxation systems will support the growth of industries and enhance India’s competitiveness in the global market.
Conclusion
- India’s demographic dividend offers a unique opportunity for growth and development in the coming years. By prioritizing skill development, creating employment opportunities, enhancing productivity, ensuring access to quality healthcare and education, and implementing crucial reforms, India can fully harness its demographic advantage. The nation has the potential to become a global labor force supplier and secure a prosperous future.
Also read:
India’s Population Growth: Dividend or a Disaster?
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Digital Personal Data Protection Bill
Mains level: Digital Personal Data Protection Bill, 2022, significance, concerns and its implications

Central Idea
- Nearly six years after the Supreme Court recognized privacy as a fundamental right, the Indian government has taken a significant step towards safeguarding personal data with the Digital Personal Data Protection Bill, 2022. This legislation, expected to be tabled in the upcoming Monsoon Session of Parliament, aims to address concerns regarding data protection, while considering the country’s trade negotiations with international partners.
*Relevance of the topic*
Today India has more than 800 million internet users and it is expected to increase by 45% in the next five years to 900 million in 2025
Given the dynamic nature of the online sphere, privacy concerns and issues are rapidly changing.
Need for robust data protection policy and its implications on citizens
Significance of Privacy Law/ Data Protection Bill, 2022
- Filling the Legislative Gap: The proposed bill aims to fill the legislative gap in India regarding the protection of personal data. By enacting a comprehensive privacy law, it will provide a dedicated legal framework for the collection, storage, processing, and transfer of personal data, addressing concerns that were previously unregulated.
- Strengthening Data Protection: The bill seeks to strengthen data protection measures by placing obligations on entities, referred to as data fiduciaries, to maintain the accuracy and security of personal data. It also emphasizes the importance of deleting data once its purpose has been fulfilled, promoting responsible data management practices.
- Trade Negotiations and Global Alignment: The bill’s enactment holds significance in India’s trade negotiations, particularly with regions like the European Union. Implementing a robust privacy law aligns India with international data protection standards, such as the GDPR, which can facilitate smoother data transfers and trade relations with countries that prioritize privacy.
- Consumer Trust and Confidence: Establishing a privacy law builds consumer trust and confidence in the digital ecosystem. It assures individuals that their personal data will be protected, thereby encouraging greater participation in digital transactions, e-commerce, and other online activities. Increased trust contributes to the growth of the digital economy.
- Accountability and Remedies: The bill includes provisions for accountability and remedies in case of privacy breaches. It empowers individuals to seek legal remedies and file complaints against entities that violate the privacy provisions. This promotes a culture of accountability among organizations and strengthens individuals’ rights.
- Harmonizing Data Protection and National Interests: The proposed bill aims to strike a balance between data protection and national interests. While safeguarding privacy rights, it also provides exemptions for the central government and its agencies on grounds of national security, foreign relations, and public order, ensuring that legitimate national interests are taken into account
Concerns Surrounding the Draft Bill
- Wide-ranging Exemptions: One of the major concerns is the inclusion of wide-ranging exemptions for the central government and its agencies. These exemptions allow the government to bypass certain provisions of the bill based on reasons such as national security, relations with foreign governments, and maintenance of public order. Critics argue that these exemptions could potentially undermine privacy protections and weaken the scope of the law.
- Dilution of the Data Protection Board: The role of the data protection board, which serves as an adjudicatory body for privacy-related disputes, is perceived to be diluted in the draft bill. The control of the central government in appointing board members and determining the terms and conditions of their service raises concerns about the independence and effectiveness of the board.
- Potential Impact on the Right to Information (RTI) Act: There are concerns that the draft bill could have implications for the Right to Information (RTI) Act. The protection of personal data of government functionaries under the privacy law could make it more challenging for information to be shared with RTI applicants, potentially affecting transparency and accountability
How does India’s proposal compare with other countries?
- European Union (EU) Model: The EU’s General Data Protection Regulation (GDPR) is a comprehensive data protection law that sets high standards for the processing and protection of personal data. The GDPR is known for its stringent requirements and extensive obligations on organizations handling personal data. India’s proposed bill aims to align with international standards, including those set by the GDPR, to facilitate data transfers and trade relations with the EU.
- United States Model: Privacy protection in the United States is primarily based on sectoral laws and regulations. The focus is on safeguarding individual liberties, with an emphasis on protection from government intrusion. The US approach allows data collection as long as individuals are informed about it. In comparison, India’s proposed bill takes a more comprehensive approach, covering various aspects of data protection and placing obligations on both government and private entities.
- China Model: China has recently implemented new data privacy and security laws, including the Personal Information Protection Law (PIPL) and the Data Security Law (DSL). These laws grant individuals new rights over their personal data and impose restrictions on cross-border data transfers. While the specific provisions of India’s proposed bill may differ, both India and China aim to enhance data protection and privacy in the face of increasing digitalization.
- Global Adoption: According to the United Nations Conference on Trade and Development (UNCTAD), the majority of countries globally have established data protection and privacy laws. Africa and Asia have shown significant adoption rates, with countries in these regions implementing their own privacy frameworks. It is worth noting that the level of adoption and the specifics of these laws may vary across countries.
Implications of the bill on Citizens
- Positive implications
- Enhanced Privacy Protection: The bill would provide individuals with greater control over their personal data and reduce the risk of unauthorized access or misuse.
- Strengthened Data Security: Stricter requirements for data fiduciaries to implement security measures can help safeguard sensitive data, enhancing trust and confidence in digital transactions.
- Increased Accountability and Remedies: The bill empowers citizens by providing them with avenues to address privacy violations, ensuring that their rights are protected and promoting a culture of accountability among data handlers.
- Potential Negative Implications:
- Exemptions for Government Agencies: Concerns about the government’s access to and use of personal data, leading to potential privacy risks and diminished transparency.
- Weakened Role of the Data Protection Board: The perceived dilution of the data protection board’s role, particularly in terms of its independence and control by the central government may result in a lack of impartial adjudication and hinder citizens’ ability to seek redress for privacy violations.
- Potential Impact on Right to Information (RTI) Act: If personal data is shielded under the privacy law, it may restrict access to information by RTI applicants, potentially affecting transparency and accountability in the public sphere.
What changes are likely in the final version?
- Cross-border Data Flows: A key change in the final draft is a shift from a ‘whitelisting’ approach to a ‘blacklisting’ mechanism regarding cross-border data flows. This means that data transfers will be allowed to most jurisdictions by default, except for those specified in a ‘negative list’ of countries where transfers would be prohibited.
- Stricter “Deemed Consent” Provision: The provision on “deemed consent” may be reworded to impose stricter requirements on private entities while allowing government departments to assume consent for processing personal data on grounds of national security and public interest. This change aims to strengthen privacy protections for individuals.
- Clarification of Penalties: The final version of the bill is expected to provide clarity on penalties for data breaches. It is reported that the highest penalty for failing to prevent a data breach could be prescribed at Rs 250 crore per instance. The interpretation of “per instance” would be determined by the data protection board on a case-by-case basis.
Way forward
- Stakeholder Consultation: Engage with privacy experts, industry representatives, and civil society organizations for comprehensive input and diverse perspectives.
- Strengthen Privacy Safeguards: Minimize exemptions for government agencies, ensure an independent and effective data protection board, and clarify provisions on data breaches and penalties.
- Transparency and Accountability: Establish clear guidelines for data fiduciaries, conduct regular audits, and provide accessible mechanisms for citizens to file complaints and seek redress.
- Awareness and Education: Launch public awareness campaigns, privacy literacy programs, and collaborate with educational institutions to empower individuals with knowledge about their privacy rights.
- International Cooperation: Align standards with international frameworks, collaborate on data transfer mechanisms, and actively participate in global privacy discussions and forums.
- Continuous Review and Adaptation: Incorporate provisions for regular review and updates to address emerging privacy challenges and technological advancements.
Conclusion
- As India prepares to introduce the Digital Personal Data Protection Bill, 2022, it marks a significant milestone in protecting individuals’ privacy rights and regulating data practices. However, concerns regarding exemptions for government agencies and the potential impact on the RTI Act need to be carefully addressed. By striking a balance between privacy protection and national interests, India can establish a robust framework that promotes data-driven innovation, fosters international trade relations, and ensures individuals’ control over their personal data
Also read:
Digital Personal Data Protection Bill: Need A Pre-legislative Consultation
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: NA
Mains level: India's expenditure on research and development and necessity and potential of National Research Foundation (NRF)
Central Idea
- The government’s recent approval of the National Research Foundation (NRF) has been widely hailed by the scientific community in India. The establishment of the NRF presents a significant opportunity to tackle long-standing deficiencies within the country’s scientific research sector.
*Relevance of the topic
*Despite possessing a vast pool of science and engineering graduates, extensive research institutions, and active involvement in cutting-edge scientific research, India has lagged behind several nations in research indicators.
*While the spending on research has increased over the years, it has not kept pace with the rapid growth of India’s GDP.
*It is crucial for India to harness the potential of demographic dividend
Insufficient expenditure on research and development
- Inadequate Allocation: The Indian government has failed to meet its stated objective of allocating at least two percent of the national GDP for research and development (R&D) activities. Despite this objective being set for over two decades, the current expenditure on research as a proportion of GDP stands at only around 0.65 percent, a decline from 0.8 percent at the beginning of the millennium.
- Stagnant Growth: The share of research expenditure as a percentage of GDP has remained stagnant for the past decade, indicating a lack of significant progress in increasing investment in R&D.
- Falling Behind Global Standards: In comparison to other countries, India’s expenditure on R&D falls short. According to the 2021 UNESCO Science Report, at least 37 countries spent more than one percent of their GDP on R&D in 2018, with 15 of them surpassing the two percent mark. Globally, the average percentage of GDP spent on R&D is 1.79 percent, indicating that India lags behind in research investment.
- Insufficient Funding per Researcher: The amount allocated per researcher in India is significantly lower compared to other nations. In 2020, India spent only $42 (in purchasing power parity terms) per researcher. In contrast, countries like Israel, South Korea, and the United States invested substantially higher amounts per researcher, highlighting the need for increased financial support to facilitate quality research.
- Disproportionate Growth: While funding for research in India has increased over the years, it has not kept pace with the country’s economic growth. As a result, the share of research expenditure as a proportion of GDP has declined, indicating a mismatch between the growth of the research sector and overall economic development.
Significance of sufficient allocation for research and development (R&D) activities in India
- Promoting Innovation and Technological Advancement: Adequate funding for R&D fosters innovation and technological advancement in various sectors. It allows scientists, researchers, and institutions to conduct groundbreaking research, develop new technologies, and create intellectual property.
- Addressing Societal Challenges: Sustained investment in R&D enables the exploration of solutions to pressing societal challenges. It supports research in areas such as healthcare, agriculture, energy, climate change, and infrastructure development.
- Enhancing Global Competitiveness: Adequate funding for R&D is crucial for India to remain globally competitive. It allows the country to stay at the forefront of scientific advancements, technological breakthroughs, and innovation. By investing in R&D, India can nurture a skilled workforce, attract talent, foster collaborations with international partners, and build a strong knowledge-based economy.
- Driving Economic Growth and Job Creation: R&D stimulates demand for goods and services, creates employment opportunities, and contributes to overall economic development. Robust R&D investment promotes entrepreneurship, encourages startups, and facilitates the commercialization of research outcomes, leading to job creation and economic prosperity.
- Strengthening Academic Institutions: Sufficient allocation for R&D enables universities and research institutions to enhance their research infrastructure, attract top talent, and engage in cutting-edge research. This strengthens the academic ecosystem, promotes interdisciplinary collaboration, and facilitates knowledge transfer between academia and industry.
- Leveraging Global Collaboration: Adequate investment in R&D enables India to actively participate in global collaborations and leverage international expertise. It encourages knowledge sharing, joint research projects, and scientific collaborations with renowned institutions worldwide.
India’s research output and collaboration
- Doctorates and Research Output: India produces a significant number of science and engineering doctorates. In the year 2020-21, India produced 25,550 doctorates, with 14,983 in science and engineering disciplines. In terms of absolute numbers, India ranks among the top countries globally. However, considering India’s large population, the number of researchers per million is relatively low compared to other developing nations.
- Publications: Indian researchers have shown improvement in publishing articles in international science and engineering journals. In 2020, they published 149,213 articles, which is almost two and a half times more than a decade earlier. However, Indian publications only constituted 5 percent of all articles published globally. China contributed 23 percent, while the United States accounted for 15.5 percent.
- Patents: In 2021, India filed a total of 61,573 patents, making it the sixth-largest in the world in terms of patent filings. However, this number is significantly lower compared to countries like China and the United States, which filed millions of patents in the same year.
Necessity of National Research Foundation (NRF)
- Addressing Funding Issues: The NRF has the potential to address the issue of insufficient funding for research and development (R&D) activities in India. By providing a centralized funding mechanism, the NRF can streamline and optimize the allocation of resources, ensuring that sufficient funds are directed towards scientific research.
- Coupling Education and Research: One of the key areas where India faces an anomaly is the disconnect between education and research. The NRF places emphasis on rectifying this by coupling education and research.
- Strengthening Research in Universities: The NRF aims to enhance research capabilities in universities. Currently, only a small percentage of Indian universities engage in active research. The NRF’s focus on rectifying this anomaly can lead to the establishment of robust research ecosystems within universities, making them centres for research and development activities.
- Promoting Collaboration and Innovation: By providing a platform for interdisciplinary collaborations, facilitating knowledge-sharing, and encouraging industry-academia partnerships, the NRF can foster innovation, accelerate the translation of research outcomes into practical applications, and promote entrepreneurship.
- Addressing Gender Disparity: The NRF can also contribute to addressing the gender disparity in the scientific research sector. By prioritizing gender diversity and inclusivity in research funding and initiatives, the NRF can work towards increasing the representation of women in scientific research, fostering an environment that is more equitable and diverse.
Conclusion
- The establishment of the National Research Foundation holds tremendous promise for rectifying deficiencies in India’s scientific research sector. It is imperative for the government, scientific community, and relevant stakeholders to collaborate and provide the necessary support to ensure the success of the NRF in transforming India’s research landscape
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Key economic concepts
Mains level: Fiscal imbalance and its impact on an economy
Central Idea
- In India, the States play a crucial role in revenue mobilization, government expenditure, and borrowing. Understanding their fiscal situation is essential for drawing evidence-based conclusions about the country’s overall fiscal health.
Relevance of the topic
Despite the decrease in fiscal deficits, it remains important to address the challenges associated with fiscal imbalances, including persistence of revenue deficits in many States
Revise key concepts Fiscal deficit, revenue deficit, Debt-to-GDP ratio etc
Fiscal imbalance and its impact on an economy and thereby social welfare.
The fiscal imbalance at present
- Reduction in Fiscal Deficit:
- There has been a significant reduction in fiscal deficits at both the Union and State levels. The Union’s fiscal deficit decreased from 9.1% of GDP in 2020-21 to 5.9% in 2023-24 (BE).
- The aggregate State fiscal deficit also decreased from 4.1% of GDP in 2020-21 to 3.24% in 2022-23 (RE).
- Major States are expected to achieve a fiscal deficit of 2.9% of GDP in 2023-24 (BE).
- Revenue Deficit Challenge:
- Despite the reduction in fiscal deficits, there is persistence of revenue deficits in many States.
- Out of the 17 major States analyzed, 13 have a deficit in the revenue account for the fiscal year 2023-24 (BE).
- Seven States, namely Andhra Pradesh, Haryana, Kerala, Punjab, Rajasthan, Tamil Nadu, and West Bengal, experience fiscal deficits primarily driven by revenue deficits.
- High Debt-to-GSDP Ratios: Some of the States with revenue deficits also have high debt-to-GSDP ratios. This indicates that these States have accumulated significant levels of debt relative to their Gross State Domestic Product (GSDP).
The Impact of fiscal imbalance on an Economy
- Macroeconomic Instability: Fiscal imbalances, such as high fiscal deficits and revenue deficits, can lead to macroeconomic instability. Large deficits may increase government borrowing, which can put upward pressure on interest rates, crowd out private investment, and potentially lead to inflationary pressures. This instability can hinder economic growth and create uncertainty in the business environment.
- Increased Debt Burden: Persistent fiscal imbalances often result in increased government debt levels. High levels of public debt can have adverse consequences, including increased debt servicing costs, reduced fiscal flexibility, and potential credit rating downgrades. A higher debt burden can also limit the government’s ability to invest in critical areas such as infrastructure, education, and healthcare.
- Reduced Public Investments: Fiscal imbalances may necessitate fiscal consolidation measures, such as expenditure cuts and reduced public investments. This can impact critical areas of public spending, including infrastructure development, social welfare programs, and public services. Reduced investments can hinder long-term economic growth and development.
- Limited Policy Space: Fiscal imbalances can limit the government’s ability to implement countercyclical fiscal policies during economic downturns. A high debt burden or constrained fiscal capacity may prevent the government from effectively using fiscal stimulus measures to boost aggregate demand and support economic recovery.
- Pressure on Social Welfare: Fiscal imbalances may lead to reductions in social welfare programs and public services. Austerity measures implemented to address fiscal imbalances can disproportionately affect vulnerable populations and hinder efforts to address income inequality and social welfare needs.
- Investor Confidence and Credit Ratings: Persistent fiscal imbalances can erode investor confidence and negatively impact the country’s credit ratings. A lower credit rating can increase borrowing costs, discourage foreign investment, and limit access to international capital markets.
- Inter-Generational Equity: Fiscal imbalances, particularly when driven by high levels of public debt, can have inter-generational equity implications. The burden of repaying debt and managing fiscal imbalances may fall on future generations, impacting their ability to invest, save, and achieve sustainable economic growth.
Reducing Revenue deficit: Way forward
- Link Interest-Free Loans to Revenue Deficit Reduction: Implement a mechanism where interest-free loans provided by the Union Government to States are linked to a reduction in revenue deficits. This incentivizes States to prioritize revenue generation and reduce reliance on borrowed funds for revenue expenditure.
- Defined Time Path for Revenue Deficit Reduction: Establish a clear timeline and targets for reducing revenue deficits in States. This includes setting specific goals for revenue deficit reduction and developing a credible fiscal adjustment plan to achieve those targets.
- Performance Incentive Grants: Introduce performance incentive grants to reward States that effectively reduce their revenue deficits. The grants can be designed based on the recommendations of previous Finance Commissions, considering factors such as the extent of deficit reduction, fiscal discipline, and efficient revenue management.
- Fiscal Adjustment and Expenditure Rationalization: Encourage States to undertake fiscal adjustment measures to align revenue and expenditure. This involves conducting a detailed analysis of expenditure patterns, prioritizing essential spending, and identifying areas for rationalization and efficiency gains.
- Strengthen Revenue Mobilization: Enhance efforts to improve revenue mobilization by implementing measures such as broadening the tax base, improving tax administration and compliance, and exploring new revenue sources. This includes ensuring effective collection of Goods and Services Tax (GST) and non-GST revenues.
- Public Financial Management Reforms: Strengthen public financial management systems to enhance transparency, accountability, and efficient utilization of resources. This includes improving budgeting processes, expenditure tracking, and financial reporting mechanisms to monitor and control revenue and expenditure.
- Long-Term Revenue Planning: Develop a comprehensive long-term revenue plan that aligns with the country’s development goals. This involves forecasting revenue trends, identifying potential revenue sources, and implementing policies that support sustainable revenue generation over the long term.
- Capacity Building: Invest in building the capacity of State governments in revenue management, tax administration, and expenditure control. This includes providing training and technical assistance to enhance their skills and capabilities in managing revenue deficits effectively.
- Public Awareness and Participation: Conduct public awareness campaigns to educate citizens about the importance of revenue generation, fiscal discipline, and the impact of revenue deficits on public services. Foster public participation in budgeting processes to promote transparency and accountability.
- Regular Monitoring and Reporting: Establish a robust monitoring and reporting mechanism to track the progress of revenue deficit reduction efforts. Regularly assess and report the performance of States in revenue mobilization and deficit reduction to ensure accountability and facilitate necessary corrective actions.
Prelims mark enhancer

Conclusion
- Effectively managing revenue deficits is crucial for achieving fiscal balance and sustainable economic growth. By adopting a macro view and implementing appropriate measures and incentives, India can consolidate revenue deficits in its States. This would ensure fiscal stability, stimulate State-specific growth, and maintain macroeconomic stability at the national level
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: AMR and EUA
Mains level: India's innovative mechanism for antibiotics
Central Idea
- The battle against highly drug-resistant infections has reached a critical stage, where the need for effective antibiotics cannot be overstated. In a recent incident, a team of doctors encountered a challenging situation that showcased the critical importance of taking immediate action.
Relevance of the topic
Relate it with the antimicrobial resistance (AMR). AMR often also called antibiotic resistance, is a global health challenge and a looming public health crisis.
The Case of Extensively Drug Resistant Pseudomonas aeruginosa
- In an intensive care room, a brave 18-year-old patient fought not only T-cell leukemia but also an aggressive and resistant strain of Pseudomonas aeruginosa.
- With limited treatment options due to the bacterium’s high resistance to antibiotics, the patient’s condition deteriorated rapidly.
- The infection attacked his lungs, resulting in persisting fever spikes and severe damage to his face. Time was running out, and his life hung in the balance.
Indian Innovation in antibiotic development
- Effective Combination: Cefepime/zidebactam is an innovative antibiotic developed by Indian researchers. It combines two active components to combat drug-resistant gram-negative pathogens, including the formidable Pseudomonas aeruginosa.
- Promising Results: This Indian innovation has shown remarkable potential in combating highly drug-resistant infections. It has undergone phase 3 trials internationally, demonstrating its effectiveness and safety profile.
- Compassionate Use: In a compelling case, an 18-year-old patient suffering from T-cell leukemia and an extensively drug-resistant strain of Pseudomonas aeruginosa experienced a miraculous recovery after receiving cefepime/zidebactam under a compassionate use protocol. This highlights the life-saving impact of this innovative antibiotic.
- Urgent Need for EUA: The extraordinary case of the patient’s recovery emphasizes the urgent need for Emergency Use Authorization (EUA) for antibiotics like cefepime/zidebactam that have shown promising results in phase 3 trials or have been licensed from other countries. Granting EUA would enable timely access to this effective treatment option.
- Strengthening the Arsenal: By recognizing the importance of cefepime/zidebactam and expediting its EUA, India can strengthen its arsenal against drug-resistant infections. This Indian innovation can contribute significantly to addressing the global challenge of drug resistance.
- Potential Global Impact: Granting EUA for cefepime/zidebactam not only saves lives within India but also extends a helping hand globally to countless individuals in desperate need of effective treatment options. India’s scientific achievements can make a substantial impact on the world stage.
- Scientific Prowess: Cefepime/zidebactam stands as a shining example of India’s scientific prowess in the field of antibiotic development. It showcases the nation’s ability to innovate and provide solutions to combat drug-resistant infections.
The Dire Situation and the Devastating Reality
- Scarcity of Potent Antibiotics: The dire situation arises from the scarcity of potent antibiotics to combat highly drug-resistant infections. The available antibiotics have lost their effectiveness due to rising resistance, leaving healthcare professionals with limited treatment options.
- Lives at Risk: The devastating reality is that countless lives are at risk due to inadequate antibiotics. Patients, particularly those who are critically ill or immunocompromised, are succumbing to infections that were once treatable. This results in significant morbidity and mortality rates.
- Ineffectiveness of Current Antibiotics: Rising drug resistance has rendered once-effective antibiotics ineffective against formidable pathogens. The constant evolution and mutation of bacteria pose a significant challenge to doctors in providing effective treatment.
- Multifaceted Challenges: Doctors face multifaceted challenges in combating drug-resistant infections. They must navigate through a shrinking arsenal of effective antibiotics, leading to limited choices and the use of suboptimal treatments. This situation adds immense pressure and helplessness to doctors on the front lines.
- High Death Toll: The dire situation and devastating reality contribute to a high death toll attributed to drug-resistant infections. Millions of lives are lost each year due to the inadequacy of available antibiotics in effectively treating these formidable pathogens.
- Race Against Time: Healthcare professionals are constantly racing against time, trying to stay one step ahead of mutating bacteria. The urgency to find effective solutions and the frustration of not having access to life-saving antibiotics in critical situations weigh heavily on doctors.
- Global Concern: The dire situation and devastating reality of drug-resistant infections are a global concern. It requires collaborative efforts from healthcare authorities, policymakers, researchers, and pharmaceutical companies to address the challenge and develop effective solutions.
What is Emergency Use Authorization (EUA)?
- EUA is a regulatory pathway that allows for the expedited authorization and use of medical products during public health emergencies.
- Under EUA, medical products, including vaccines, therapeutics, and diagnostics, can be made available for use in emergency situations before they receive full approval or licensure. This allows for a more rapid response to public health crises, such as outbreaks or pandemics, by providing access to potentially life-saving interventions.
- EUA involves a rigorous evaluation process by regulatory authorities, who assess the available scientific evidence, safety data, and potential benefits and risks of the medical product.
The Urgent Need for EUA
- Limited Treatment Options: In the face of highly drug-resistant infections, the available treatment options become limited and often ineffective. Conventional antibiotics may not be effective against these infections, leading to prolonged illness and increased mortality rates.
- Life-Threatening Infections: Drug-resistant infections can pose significant risks to patients’ lives, especially those who are immunocompromised or critically ill. Immediate access to effective treatments is crucial to combat these infections and improve patient outcomes.
- Time-Sensitive Situations: In some cases, time is of the essence, and delays in accessing effective treatments can have severe consequences. EUA allows for expedited authorization and access to potentially life-saving interventions in emergency situations.
- Addressing Public Health Emergencies: EUA plays a crucial role in responding to public health emergencies, such as outbreaks or pandemics, where swift action is needed to deploy interventions that can save lives and mitigate the spread of infections.
- Balancing Safety and Efficacy: While EUA expedites access to treatments, safety and efficacy remain critical considerations. Rigorous evaluation and monitoring are essential to ensure that authorized treatments meet the necessary standards for patient safety and effectiveness.
- Supporting Research and Development: EUA can provide a pathway for essential treatments that are still in clinical trials to be made available to patients who have no other viable options. This allows for the collection of real-world data and insights that can further inform research and development efforts.
- Global Collaboration: EUA for essential treatments can also enable collaboration and sharing of knowledge and resources on a global scale. It allows countries to work together in addressing public health challenges and ensures equitable access to life-saving interventions.
Conclusion
- The story of the 18-year-old patient’s recovery highlights the critical need for Emergency Use Authorization for essential antibiotics. The scarcity of potent antibiotics and the rising threat of drug-resistant infections demand urgent action. By granting EUA for promising antibiotics like cefepime/zidebactam and cefiderocol, we can save lives and make a significant impact globally. It is time for India to demonstrate its scientific prowess and commitment to combatting the challenges posed by drug-resistant infections
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Note4Students
From UPSC perspective, the following things are important :
Mains level: deep sea mining, significance and environmental concerns

Central Idea
- The International Seabed Authority (ISA), the United Nations body responsible for regulating the ocean floor, is poised to resume negotiations on deep sea mining. The potential opening of the international seabed for mining raises concerns about its impact on fragile marine ecosystems and deep-sea habitats
What is Deep Sea Mining?
- Deep sea mining refers to the extraction of mineral deposits and metals from the seabed in the deep ocean. It involves mining operations conducted at depths ranging from a few hundred meters to several kilometres below the surface of the ocean.
- The purpose of deep-sea mining is to obtain valuable resources, including minerals such as nickel, cobalt, rare earth elements, and other metals that are essential for various industries.
- Deep-sea mining operations are carried out using advanced technologies and equipment, such as remotely operated vehicles (ROVs), robotic arms, dredging tools, and underwater drills. These mining methods are still in the developmental stage, and technological advancements continue to evolve.
- There are three primary types of deep-sea mining:
- Polymetallic Nodule Mining: Polymetallic nodules are potato-sized mineral concretions that are found scattered on the ocean floor. These nodules contain valuable metals such as manganese, nickel, cobalt, and copper. The mining process involves collecting these nodules by using specialized equipment and machinery.
- Seafloor Massive Sulfide (SMS) Mining: SMS deposits are formed around hydrothermal vents on the ocean floor. They contain high concentrations of metals such as copper, gold, silver, and zinc. The mining process involves cutting and removing the deposits using robotic tools and extracting the minerals.
- Cobalt-rich Crust Mining: Cobalt crusts are accumulations of minerals that form on the hard surfaces of seamounts and underwater plateaus. These crusts contain cobalt, as well as other valuable metals such as platinum, palladium, and tellurium. The mining process involves stripping the crusts from the rocks using specialized equipment.
Current Regulations on Deep Sea Mining
- Convention on the Law of the Sea (UNCLOS: The United Nations Convention on the Law of the Sea is an international treaty that sets out the legal framework for the use and protection of the world’s oceans, including the regulation of deep-sea mining.
- Exclusive Economic Zones (EEZs): Under UNCLOS, coastal states have jurisdiction over their exclusive economic zones, which extend up to 200 nautical miles from their coastlines. Coastal states have the right to explore and exploit mineral resources within their EEZs, including those located on or beneath the seabed.
- International Seabed Authority (ISA): The ISA is an autonomous international organization established under UNCLOS. It is responsible for regulating activities related to deep sea mining in the international seabed area, which is beyond national jurisdiction.
- Common Heritage of Mankind: UNCLOS declares that the seabed and its mineral resources in the international seabed area are the “common heritage of mankind.” This concept emphasizes that the resources should be managed for the benefit of all countries and future generations.
- Licensing and Contracts: The ISA issues exploration licenses and contracts to interested entities for deep sea mining activities in the international seabed area. These licenses and contracts establish the rights and obligations of the parties involved and provide a legal framework for mining operations.
- Environmental Protection: UNCLOS emphasizes the need to protect the marine environment and preserve the fragile ecosystems of the deep sea. The ISA is tasked with ensuring that mining activities in the international seabed area are conducted in a manner that minimizes environmental harm and adheres to strict environmental standards.
- Development of Regulations: The ISA is in the process of developing regulations for deep sea mining. These regulations will cover various aspects, including environmental impact assessments, technology standards, financial obligations, and benefit-sharing arrangements.
- Precautionary Approach: Given the limited scientific understanding of deep sea ecosystems, a precautionary approach is emphasized in the regulations. This approach entails taking proactive measures to avoid or minimize potential environmental harm, even in the absence of complete scientific certainty.
Environmental Concerns and Implications?
- Ecosystem Damage: Deep-sea mining poses a significant risk of ecosystem damage, particularly in poorly understood deep-sea environments. The extraction of minerals can cause habitat destruction and disturbance, leading to potential loss of biodiversity and disruption of fragile ecosystems.
- Noise, Vibration, and Light Pollution: Mining activities generate noise, vibration, and light pollution, which can have adverse effects on marine organisms. These disturbances may disrupt natural behaviors, communication, and feeding patterns of marine species, potentially leading to long-term ecological consequences.
- Chemical Leaks and Spills: The mining process involves the use of fuels and chemicals that can potentially leak or spill into the marine environment. Such incidents can introduce toxic substances into the ecosystem, harming marine life and affecting the overall health of the ocean.
- Sediment Plumes: Sediment plumes generated during mining operations can have detrimental effects on marine organisms. When valuable materials are extracted, slurry sediment plumes are sometimes pumped back into the sea. These plumes can smother filter-feeding species like corals and sponges and disrupt their feeding mechanisms.
- Biodiversity Loss: Deep-sea ecosystems host a wide range of unique and often undiscovered species. The environmental impacts of mining activities can result in biodiversity loss, potentially leading to the extinction or decline of vulnerable and endemic species. Scientists have warned that the loss of biodiversity in deep sea ecosystems may be irreversible.
- Insufficient Understanding: There is limited scientific knowledge about deep sea ecosystems, their biodiversity, and their ecological functions. The lack of understanding makes it challenging to predict the full extent of the environmental impacts caused by mining activities accurately. This uncertainty further raises concerns about the potential consequences of deep-sea mining.
- Premature Mining: Some scientists and environmental activists argue that it is premature to engage in deep sea mining when there is still much to learn about deep sea biology, ecosystems, and their interdependencies. They advocate for a cautious approach and call for comprehensive research and assessment before any large-scale mining operations begin.
Conclusion
- The resumption of negotiations on deep sea mining by the International Seabed Authority has sparked debates regarding the balance between resource extraction and environmental protection. While the need for critical materials drives the interest in mining the ocean floor, concerns over potential environmental damage and the limited understanding of deep-sea ecosystems necessitate caution. Establishing comprehensive regulations and environmental safeguards is crucial to mitigate the potential risks associated with deep sea mining
Also read:
India to launch Deep Ocean Mission
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Climate finance mechanism, COP's etc
Mains level: Importance of Climate Finance, challenges and way forward
Central Idea
- The recently concluded Bonn Climate Change Conference marked a significant milestone in global climate negotiations, setting the stage for the upcoming Global Stocktake at COP28 in Dubai. The outcomes of the Global Stocktake will guide countries in updating and enhancing their climate action plans
Relevance of the topic
- Mobilizing climate finance is crucial to support climate mitigation and adaptation measures.
- Developing countries, particularly those most vulnerable to climate impacts, require financial resources to implement projects that reduce greenhouse gas emissions, build resilience, and adapt to changing climatic conditions.
- Questions on Climate change mitigation efforts, conferences and outcomes have been asked multiple times. Negotiations on Climate finance is often in the headlines.
What is The Global Stocktake?
- The Global Stocktake mandated under Article 14(1) of the Paris Agreement, aims to assess collective progress towards long-term global climate goals, including greenhouse gas reduction, building climate resilience, and securing adequate finance.
key aspects of the Global Stocktake under the Paris Agreement
- Assessment of Progress: The primary purpose of the Global Stocktake is to assess collective progress made by countries in achieving the long-term goals of the Paris Agreement. This includes evaluating the implementation of countries’ nationally determined contributions (NDCs) and assessing the overall effectiveness of global climate actions.
- Review of Mitigation Efforts: The Stocktake examines the mitigation efforts undertaken by countries to reduce greenhouse gas emissions. It evaluates the adequacy and ambition of these efforts limiting global temperature rise to well below 2 degrees Celsius above pre-industrial levels and pursuing efforts to limit the increase to 1.5 degrees Celsius.
- Assessment of Adaptation Measures: The Stocktake also considers the progress and effectiveness of adaptation measures implemented by countries to address the impacts of climate change. It assesses the extent to which countries are building resilience and adapting to the changing climate conditions.
- Evaluation of Climate Finance: It examines the mobilization and allocation of financial resources to support climate actions, particularly from developed to developing countries. The Stocktake reviews progress towards the commitment of developed countries to jointly mobilize $100 billion annually by 2020 to support climate mitigation and adaptation efforts in developing nations.
- Technology Transfer and Capacity Building: The Stocktake reviews the efforts made in technology transfer and capacity-building activities to support developing countries in their climate actions. It assesses the provision of technology, knowledge, and technical assistance to enhance the capabilities of developing nations in implementing climate solutions.
- Transparency and Reporting: Transparency and accountability are integral components of the Stocktake process. The Stocktake ensures that countries provide accurate and reliable information to facilitate an objective assessment of global progress.
- Informing Future Climate Action: It provides guidance for countries to set more ambitious targets in their subsequent rounds of NDCs. The Stocktake also identifies areas where additional efforts and support are required to bridge the emissions gap and accelerate progress towards the Paris Agreement goals.
Outcomes of the Bonn Conference
- Progress on Just Transition Pathways: Negotiators at the Bonn Conference made advancements in the development of ‘just transition pathways.’ The pathways will be further refined and finalized at COP28, with a focus on sectors such as energy and transport.
- Emphasis on Ambitious Emission Reduction Efforts: The Bonn Conference highlighted the need for developing countries to enhance their emission reduction efforts. It emphasized that ambitious actions are crucial for achieving the goal of limiting global temperature rise.
- Integration of Socio-economic Considerations: The conference underscored the importance of integrating socio-economic components into climate strategies. This approach recognizes the specific needs and priorities of each country, allowing for the alignment of low-carbon development pathways with broader sustainable development objectives.
- Review of Climate Finance: The Bonn Conference brought attention to the issue of climate finance. The conference emphasized the need for improved accounting mechanisms and universal metrics to accurately track and allocate climate finance. It also highlighted the importance of involving institutions like the World Bank in climate finance discussions to enhance transparency and accountability.
- Advancement of Mitigation Work Programme: The conference discussed the Mitigation Work Programme, which aims to scale up mitigation efforts in this decade. The work programme aligns with the goals of the Global Stocktake and aims to accelerate global mitigation actions
Challenges in Mobilizing Climate Finance
- Insufficient Funds: One of the main challenges is the insufficiency of funds dedicated to climate finance. The commitment made by developed countries to mobilize $100 billion annually by 2020 for climate finance has not been fully met. Many observers argue that only a fraction of this target has been realized.
- Accounting and Transparency: There is a need for improved accounting mechanisms and transparency in climate finance. Ensuring accurate tracking, reporting, and verification of financial flows for climate action is essential.
- Adaptation Finance Gap: Adaptation finance, which supports efforts to adapt to the impacts of climate change, lags behind mitigation finance. While there is a growing recognition of the importance of adaptation, the provision of financial resources for adaptation projects and programs remains limited
- Complexity of International Financial Flows: The complexity of international financial flows poses a challenge in effectively channeling climate finance to where it is needed most.
- Accountability and Conditionality: The conditionality of climate finance can also be a challenge, as the terms and conditions attached to financial assistance may not always align with the priorities and circumstances of the receiving countries.
Way forward
- Fulfilling Financial Commitments: Developed countries must fulfill their commitment to jointly mobilize $100 billion annually for climate finance, as agreed upon at the 2009 Copenhagen Climate Change Conference. Efforts should be made to ensure that the committed funds are effectively mobilized and channeled.
- Improving Accounting and Transparency: There is a need for improved accounting mechanisms and transparency in climate finance. Developing universally agreed-upon metrics for tracking climate finance will enhance transparency and ensure that financial resources are allocated and utilized effectively.
- Bridging the Finance Gap: While mitigation finance has received significant attention, adaptation finance needs to be prioritized. Developing countries, particularly those vulnerable to climate impacts, require increased financial support to build resilience and adapt to changing climate conditions.
- Mobilizing Public and Private Finance: Mobilizing climate finance requires a combination of public and private sector involvement. Governments should create an enabling environment for private investment in climate-friendly projects by providing policy certainty, risk reduction mechanisms, and incentives.
- Enhancing Technology Transfer: Facilitating the transfer of climate-friendly technologies from developed to developing countries is essential. Developed countries should support technology transfer through financial and technical assistance, capacity building, and knowledge sharing.
- Strengthening International Cooperation: Strengthening international cooperation and collaboration is crucial to mobilize climate finance effectively. Collaboration between governments, international financial institutions, and stakeholders is essential for scaling up climate finance.
- Prioritizing Climate Finance in Global Agendas: Climate finance should be prioritized in global agendas and discussions. Ensuring adequate financial resources for climate action should be a key consideration in international negotiations, such as the Global Stocktake and COP meetings.
Conclusion
- The Bonn Climate Change Conference served as a critical milestone in climate negotiations, setting the stage for the Global Stocktake at COP28. The integration of socio-economic components in climate strategies and the involvement of the World Bank were also highlighted as essential elements in addressing the climate crisis. Moving forward, it is imperative to prioritize equity, justice, and fairness in climate action to ensure a sustainable and resilient future for all
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Article 44
Mains level: Uniform Civil Code analysis
Central Idea
- The constitutional provision for a uniform civil code (UCC) necessitates careful deliberation due to its intricate nature and prevailing misgivings. Regrettably, it is often discussed superficially and without regard for its underlying logic and rationale. Hence, a reality check is imperative to comprehend the true intentions of this constitutional mandate.
Relevance of the topic
The debate around UCC has gained momentum. Discussion over its impact on socioeconomic dynamics of the country is crucial.
Also Recently, The 22nd Law Commission of India has sought fresh suggestions from various stakeholders, including public and religious organisations, on the Uniform Civil Code (UCC).
Background
- Constitutional Provision: The constitutional provision for a uniform civil code (UCC) is outlined in Article 44 of the Indian Constitution. It falls under Part IV, which comprises the Directive Principles of State Policy. These principles serve as guiding principles for the governance of the country.
- Directive Principles of State Policy: The Directive Principles of State Policy are not enforceable by the courts but hold significant importance in shaping legislation and government policies. Article 37 of the Constitution states that although these principles are not legally binding, they are fundamental in the governance of the country.
- Gradual Implementation: Article 44 emphasizes the gradual implementation of a uniform civil code. It directs the State to endeavour to secure a uniform civil code, indicating that the goal is to be pursued over time through suitable amendments to existing laws and the enactment of new ones.
- Amendments and Enactments: Over the years, several laws of general applicability have been enacted to address specific issues and promote uniformity to some extent. Examples include the Special Marriage Act 1954, Dowry Prohibition Act 1961, Foreign Marriage Act 1969, and laws related to maintenance, domestic violence, child marriage, and the welfare of parents and senior citizens.
How the implementation of UCC will impact the society?
- Equality and Justice: One of the primary objectives of the UCC is to establish equality and justice in matters of personal laws. By ensuring a uniform set of laws applicable to all citizens, irrespective of their religious affiliations, the UCC can eliminate discrimination based on religion and promote equal rights and opportunities for all individuals.
- Gender Empowerment: Many personal laws in India exhibit gender biases and inequalities. The UCC aims to address these disparities and promote gender justice. By providing equal rights and protections to individuals of all genders, the UCC can contribute to empowering women and ensuring their social, economic, and legal equality.
- Social Cohesion: The UCC can foster social cohesion by promoting a sense of unity and commonality among diverse religious communities. By removing the perceived preferential treatment of one religious’ community over another in personal laws, the UCC can bridge religious divides and strengthen social harmony.
- Simplification and Certainty: The existence of multiple personal laws can lead to legal complexities and confusion. Implementing the UCC streamlines and harmonizes various family laws, providing legal certainty and simplifying legal procedures. This simplification can benefit individuals and families by reducing ambiguity and ensuring consistent application of laws across the country.
- Modernization and Adaptation: Personal laws in India are often rooted in traditional customs and practices that may no longer align with modern societal values and needs. The UCC provides an opportunity to modernize and adapt family laws to reflect contemporary realities. It allows for the incorporation of progressive principles and practices that are more in line with the aspirations of individuals and families in today’s society.
- Secularism and National Identity: The UCC aligns with the secular fabric of India, emphasizing equal treatment under the law irrespective of religious beliefs. Its implementation reinforces the secular principles of the Indian Constitution and promotes a sense of national identity that transcends religious divisions.
- Legal Uniformity: The UCC establishes legal uniformity by bringing all citizens under the same set of laws for personal matters. This can enhance the effectiveness and efficiency of the legal system, as well as facilitate ease of understanding and compliance for individuals and legal professionals.
Existing Flaws in personal laws
- Gender Inequalities: Many personal laws exhibit gender biases and inequalities. For example, in certain inheritance laws, the rights of women are limited based on their gender, resulting in unequal distribution of property. Similarly, provisions related to marriage, divorce, maintenance, and guardianship often have discriminatory aspects that disadvantage women.
- Religious Biases: Personal laws are specific to different religious communities and are influenced by religious customs and traditions. While these laws aim to protect the religious rights of individuals, they can also perpetuate biases based on religious identity. This can lead to differential treatment and unequal rights for individuals belonging to different religious communities.
- Complex and Contradictory Provisions: With multiple personal laws in existence, there is a lack of uniformity and consistency in family law matters. The presence of contradictory provisions across different laws creates confusion and legal complexities. Individuals and families often face challenges in navigating the legal system due to these inconsistencies.
- Outdated Practices: Some personal laws still incorporate outdated practices and customs that may not align with contemporary societal values and principles of equality. These practices can perpetuate inequality and hinder progress towards a more equitable and inclusive society.
- Lack of Uniformity: The absence of a uniform civil code results in different personal laws being applicable to individuals based on their religious identity. This lack of uniformity can lead to differential treatment and unequal rights, undermining the principles of equality and justice.
- Inconsistencies in Adoption Laws: Adoption laws can vary based on religious personal laws. For example, in certain personal laws, a man may require his wife’s consent for adoption, while in others, this requirement may not exist. Such inconsistencies create confusion and challenges in the adoption process.
Misconceptions surrounding UCC
- Targeting Muslim Law: One common misconception is that the UCC is solely aimed at doing away with Muslim personal law. This perception has created a misbelief that the UCC is intended to undermine or replace Islamic practices. However, the article clarifies that the objective of the UCC is to establish uniformity in family laws across all communities, not just Muslim law.
- Archaic and Anti-Women Perception: Another misconception is that Muslim personal law is seen as archaic and anti-women. This misperception overlooks the fact that Islamic law, in its authentic form, recognizes the sanctity of family life and provides grounds for divorce based on irretrievable breakdown. The article points out that distortions and misinterpretations have obscured the true essence of Islamic law.
- Exclusively Hindu Law Acts: Some proponents of the UCC view the four Hindu law Acts of 1955-56 as the ideal model. However, this perception disregards the fact that these Acts initially contained provisions conflicting with constitutional ideals of religious equality and gender justice. Recent amendments have improved the situation, but there is still room for further progress.
- Neglecting Local Laws: There are misconception that the UCC ignores certain local laws protected by parliamentary legislation or constitutional safeguards. This perception arises from a lack of consideration for the closing words of Article 44, which state that the UCC should be applicable “throughout the territory of India.” It is important to acknowledge and address the diversity of customary and local laws in the process of implementing a uniform code.
- Lack of Progress: There is a misconception that there has been no progress towards a uniform civil code. However, the article highlights the enactment of several laws of general application, amendments to personal laws, and the ongoing efforts to bring about gradual uniformity in family laws. These advancements demonstrate progress in the direction of a UCC.
Way Forward
- Inclusive and Consultative Approach: The process of formulating a UCC should involve an inclusive and consultative approach. It is important to engage with a diverse range of stakeholders, including legal experts, social reformers, religious leaders, community representatives, and the public at large. This ensures that multiple perspectives are considered and the concerns of different communities are addressed.
- Drafting a Comprehensive Code: A representative group of acclaimed social reformers and legal academics should collaborate to draft a comprehensive UCC. This draft should be free from religious discrimination and gender inequality, encompassing the principles of equality, justice, and modern societal values.
- Addressing Concerns and Misconceptions: There should be efforts to address the concerns and misconceptions surrounding the UCC. Clear communication and public discourse can help dispel misconceptions and create a better understanding of the objectives and benefits of a uniform civil code. Engaging with religious leaders and communities in a respectful manner can also help alleviate apprehensions.
- Gradual Implementation: Given the complexity of personal laws and the diversity of the Indian society, the implementation of the UCC should be gradual. It should involve phased reforms, allowing for a smooth transition and ensuring that the necessary legal infrastructure and awareness are in place. This approach acknowledges the need for careful consideration and adaptation to specific social and cultural contexts.
- Legislative Process: The draft of the UCC should be presented to the legislature for discussion, debate, and refinement. The involvement of lawmakers in the legislative process ensures democratic scrutiny and allows for amendments based on the inputs and recommendations of various stakeholders.
- Sensitization and Awareness: Public awareness campaigns and sensitization programs should be conducted to educate the public about the UCC, its objectives, and its potential benefits. This can help build a consensus and generate support among the masses, promoting a smooth implementation process.
- Judicial Review: The UCC, once enacted, may face legal challenges. The judiciary’s role is crucial in interpreting and upholding the constitutionality of the UCC. Judicial review ensures that the code is consistent with the fundamental rights enshrined in the Indian Constitution and maintains a fair balance between personal freedom and societal interests.
Conclusion
- Given the intricacies surrounding the constitutional provision for a uniform civil code, it is crucial to exercise caution and clarity while discussing its aims, objects, and means of implementation. The progress made thus far, as well as the existing flaws in family laws, indicate the need for gradual reforms.
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Related provisions and important Judgements
Mains level: Channing prospects of freedom of speech and expression
Central idea
- The recent judgment by the Karnataka High Court dismissing Twitter’s challenge to blocking orders issued by the Ministry of Electronics and Information Technology (MeitY) raises serious concerns about the erosion of free speech and unchecked state power. By imposing an exorbitant cost on Twitter and disregarding established procedural safeguards, the judgment sets a worrisome precedent for content takedowns and hampers the exercise of digital rights.
*Relevance of the topic
The concerns raised in the Karnataka High Court judgment are in contrast to the principles established in the Shreya Singhal case.
Highly relevant with the principles of natural justice and expanded scope of online speech and expression
Concerns raised over the judgement
- Ignorance of Procedural Safeguards: The court’s interpretation undermines the procedural safeguards established under the Information Technology Act, 2000, and the Blocking Rules of 2009. By disregarding the requirement to provide notice to users and convey reasons for blocking, the judgment enables the state to restrict free speech without proper oversight, leading to potential abuse of power.
- Unchecked State Power: The judgment grants the state unchecked power in taking down content without following established procedures. This lack of oversight raises concerns about potential misuse and arbitrary blocking of content, which could lead to the suppression of dissenting voices and curtailment of free speech rights.
- Expansion of Grounds for Restricting Speech: The court’s reliance on combating “fake news” and “misinformation” as grounds for blocking content goes beyond the permissible restrictions on free speech under Article 19(2) of the Constitution. This expansion of grounds for blocking content raises concerns about subjective interpretations and the potential for suppressing diverse viewpoints and dissent.
- Chilling Effect on Free Speech: The acceptance of wholesale blocking of Twitter accounts without specific justification creates a chilling effect on free speech. This can deter individuals from expressing their opinions openly and engaging in meaningful discussions, ultimately inhibiting democratic discourse and stifling freedom of expression.
- Deviation from Judicial Precedent: The judgment deviates from the precedent set by the Supreme Court in the Shreya Singhal case, which upheld the constitutionality of Section 69A while emphasizing the importance of procedural safeguards.
Shreya Singhal case for example
- The Shreya Singhal case is a landmark judgment by the Supreme Court of India that has significant implications for freedom of speech and expression online.
- In this case, the Supreme Court struck down Section 66A of the Information Technology Act, 2000, as unconstitutional on grounds of violating the right to freedom of speech and expression guaranteed under Article 19(1)(a) of the Constitution.
- The judgment in the Shreya Singhal case is significant in the context of freedom of speech and expression because it reinforces several principles:
- Overbreadth and Vagueness: The court emphasized that vague and overly broad provisions that can be interpreted subjectively may lead to a chilling effect on free speech. Section 66A, which allowed for the punishment of online speech that caused annoyance, inconvenience, or insult, was considered vague and prone to misuse, leading to the restriction of legitimate expression.
- Requirement of Procedural Safeguards: The Supreme Court highlighted the importance of procedural safeguards to protect freedom of speech. It stated that any restriction on speech must be based on clear and defined grounds and must be accompanied by adequate procedural safeguards, including the provision of notice to the affected party and the opportunity to be heard.
- Need for a Direct Nexus to Public Order: The judgment reiterated that restrictions on speech should be based on specific grounds outlined in Article 19(2) of the Constitution. It emphasized that there must be a direct nexus between the speech and the threat to public order, and mere annoyance or inconvenience should not be a ground for restriction.
Its impact on freedom of speech and expression
- Undermining Freedom of Speech: The judgment undermines freedom of speech and expression by allowing the state to exercise unchecked power in taking down content without following established procedures. This grants the state the ability to curtail speech and expression without proper justification or recourse for affected parties.
- Prior Restraint: The judgment’s acceptance of wholesale blocking of Twitter accounts, without targeting specific tweets, amounts to prior restraint on freedom of speech. This restricts future speech and expression, contrary to the principles established by the Supreme Court.
- Lack of Procedural Safeguards: The judgment disregards procedural safeguards established in previous court rulings, such as the requirement for recording a reasoned order and providing notice to affected parties. This lack of procedural safeguards undermines transparency, accountability, and the protection of freedom of speech and expression.
- Unchecked State Power: Granting the state unfettered power in content takedowns without proper oversight or recourse raises concerns about abuse and arbitrary censorship. It allows the state to remove content without clear justifications, potentially stifling dissenting voices and limiting the diversity of opinions.
- Restricting Online Discourse: By restricting the ability of users and intermediaries to challenge content takedowns, the judgment curtails the online discourse and hampers the democratic values of open discussion and exchange of ideas on digital platforms.
- Disproportionate Impact on Digital Rights: The judgment’s disregard for procedural safeguards and expanded grounds for content takedowns disproportionately affect digital rights. It impedes individuals’ ability to freely express themselves online, limiting their participation in public discourse and impacting the vibrancy of the digital space.
Way forward
- Strengthen Procedural Safeguards: It is essential to reinforce procedural safeguards in the process of blocking content. Clear guidelines should be established, including the provision of notice to affected users and conveying reasons for blocking. This ensures transparency, accountability, and the opportunity for affected parties to challenge the blocking orders.
- Uphold Judicial Precedents: It is crucial to adhere to established judicial precedents, such as the principles outlined in the Shreya Singhal case. Courts should interpret laws relating to freedom of speech and expression in a manner consistent with constitutional values, protecting individual rights and ensuring a robust and inclusive public discourse.
- Review and Amend Legislation: There may be a need to review and amend relevant legislation, such as Section 69A of the Information Technology Act, to address the concerns raised by the judgment. The legislation should clearly define the grounds for blocking content and ensure that restrictions are based on constitutionally permissible grounds, protecting freedom of speech while addressing legitimate concerns.
- Promote Digital Literacy: Enhancing digital literacy among citizens can empower individuals to navigate online platforms responsibly, critically evaluate information, and exercise their freedom of speech effectively. Educational initiatives can focus on teaching digital literacy skills, media literacy, and responsible online behavior.
- Encourage Public Discourse and Open Dialogue: It is important to foster an environment that encourages open discourse and dialogue on matters of public interest. Platforms for discussion and debate should be facilitated, providing individuals with opportunities to express their opinions, share diverse perspectives, and engage in constructive conversations.
- International Collaboration: Collaboration with international stakeholders and organizations can contribute to promoting and protecting freedom of speech and expression in the digital realm. Sharing best practices, lessons learned, and cooperating on global norms and standards can strengthen the protection of these rights across borders
Conclusion
- The Karnataka High Court’s judgment undermines procedural safeguards, erodes the principles of natural justice, and grants unchecked power to the state in removing content it deems unfavorable. This ruling, coupled with the recently amended IT Rules on fact-checking, endangers free speech and digital rights. It is crucial to protect and uphold the right to free speech while ensuring that restrictions are justified within the confines of the Constitution
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Various Economic indicators
Mains level: India's economic position compared to China and the Lessons learned from China
Central Idea
- The Indian economy has reached a milestone, surpassing $3.5 trillion in size, reminiscent of China’s position in 2007. While India shows similarities with China, such as comparable per capita income, the two countries diverge significantly in their growth drivers. This divergence has implications for India’s growth trajectory and its ability to achieve upper middle-income status.
Relevance of the topic
India lags behind China on multiple fronts such as investment ratios, export performance, labor force participation, and manufacturing employment. For instance, Female Labor Force Participation of China is 61% (2022) whereas in India it stands at 24% (2022).
The stark disparities provide valuable insights to analyze and propose strategies for India’s future development in areas like investment promotion, export competitiveness, and inclusive growth.
India’s positive growth
- Economic Size: The Indian economy has recently crossed $3.5 trillion in size, according to Moody’s. This indicates a significant expansion of the economy and reflects positive growth.
- Per Capita Income: India’s per capita income is projected to rise from $2,379 in 2022 to $2,601 in 2023, as estimated by the International Monetary Fund (IMF). This upward trend indicates an improvement in individual income levels and suggests positive growth in the economy.
- Exports: India’s exports of goods and services exceeded $770 billion in 2022-23. This demonstrates the country’s ability to compete in the global market and generate revenue through international trade.
- Investment Momentum: While India’s investment ratio has been lower than China’s, there are signs of activity picking up in certain sectors after a slowdown induced by the twin balance sheet problem. This indicates positive momentum in investment and the potential for future growth.
- Services Sector: India has witnessed a growth in the services sector, particularly in areas such as IT and business process outsourcing (BPO). The expansion of the services sector contributes to economic growth and job creation.
- Increase in Formal Manufacturing: India aims to boost formal manufacturing, which has higher productivity compared to other sectors. The focus on manufacturing can lead to increased employment opportunities and overall economic growth.
- Rise in Female Labor Force Participation: Although India’s female labor force participation rate remains lower than China’s, there have been efforts to increase women’s participation in the workforce. This can contribute to enhanced productivity, economic empowerment, and overall growth
Comparison: India’s economic position with China
| Aspect |
China (2007) |
India (2023) |
| GDP Size |
Comparable to India |
$3.5 trillion |
| Per Capita Income |
$2,694 |
$2,601 (estimated) |
| Investment-to-GDP Ratio |
Average 40% |
Average around 33% |
| Exports |
$1.2 trillion (goods) |
$770 billion (goods and services) |
| Tariff Rate |
10.69% (2003) to 5.32% (2020) |
25.63% (2003) to 8.88% (2017) |
| Labor Force Participation Rate |
Almost 73% |
Estimated around 50% (2022) |
| Female Labor Force Participation |
66% (2007) to 61% (2022) |
30% (2007) to 24% (2022) |
| Passenger Car Sales |
6.3 million |
3.8 million |
| Manufacturing Productivity |
Twice as productive as transport |
Less productive than industry and construction |
The disparities between India and China
- Investment Ratio: China’s investment-to-GDP ratio averaged 40% between 2003 and 2011, while India’s investment ratio during the same period averaged around 33%. This indicates that China had a higher level of investment, which contributed to its rapid economic growth.
- Export Performance: In 2022-23, India’s exports of goods and services surpassed $770 billion, while China’s exports had already crossed $1.2 trillion in 2007. China’s deeper integration with the global economy and higher export volumes indicate a more robust export-driven growth model compared to India.
- Tariff Rates: China experienced a decline in tariff rates, with the simple mean falling from 10.69% in 2003 to 5.32% in 2020. In contrast, India’s tariff rate decreased from 25.63% in 2003 to 8.88% in 2017 but has risen thereafter. China’s lower tariff rates have facilitated its emergence as a global supply chain hub.
- Labor Force Participation: China had a considerably higher labor force participation rate, with almost 73% in 2007, while India’s rate stood at around 50% in 2022. The disparity, primarily driven by female labor force participation, impacts spending capacity and economic growth potential.
- Sectoral Employment: Both countries have similar sectoral distribution, but China experienced a faster decline in agricultural employment compared to India. India’s challenge lies in finding alternative employment opportunities for its declining agricultural workforce, with the construction and service sectors historically providing more jobs than formal manufacturing.
Implications of these disparities for future development of India
- Growth Trajectory: The disparities in investment ratios indicate that India may face challenges in achieving rapid economic growth and reaching its developmental goals without increasing investment levels.
- Export Competitiveness: The disparities in export performance suggest that India needs to enhance its global competitiveness to expand its export base and capitalize on international trade opportunities.
- Job Creation: The disparities in labor force participation rates, particularly the low female participation rate, have implications for employment generation and inclusive growth in India.
- Sectoral Shift: The slower decline in agricultural employment compared to other sectors raises concerns about the need for alternative employment opportunities for the declining agricultural workforce
- Investment Climate: The disparities in investment ratios underscore the importance of creating a favourable investment climate in India to attract domestic and foreign investments necessary for sustained economic growth.
Lessons learned from China
- Emphasis on Investment: China’s high investment-to-GDP ratio played a crucial role in its rapid economic growth. India can benefit from prioritizing investments in infrastructure, industries, and human capital development to drive economic expansion and productivity.
- Export-Led Growth: China’s success in becoming a global manufacturing and exporting powerhouse highlights the importance of export-led growth. India can focus on enhancing its export competitiveness, diversifying export markets, and promoting value-added exports to boost economic growth and job creation.
- Trade Liberalization: China’s gradual reduction of tariffs and its efforts to integrate into global supply chains helped it become a major player in international trade. India can learn from this and work towards reducing trade barriers, improving trade infrastructure, and actively participating in regional and global trade agreements to enhance its integration into the global economy.
- Manufacturing Development: China’s strategic focus on developing its manufacturing sector contributed significantly to its economic growth and job creation. India can prioritize the growth of formal manufacturing, foster a business-friendly environment, and provide targeted support to enhance manufacturing capabilities and competitiveness.
- Infrastructure Development: China’s investments in infrastructure, such as transportation networks, energy systems, and telecommunications, played a vital role in supporting its economic growth. India can invest in modernizing and expanding its infrastructure to create a solid foundation for economic development and attract further investments.
- Human Capital Development: China’s emphasis on education, skills training, and research and development (R&D) has contributed to its technological advancement and innovation capabilities. India can focus on improving the quality of education, enhancing vocational training programs, and promoting research and development to nurture a skilled workforce and foster innovation.
- Long-Term Planning: China’s long-term development plans, such as its Five-Year Plans, provided a roadmap for sustained economic growth and policy continuity. India can develop comprehensive and strategic plans that align with its development goals and ensure consistent implementation of economic policies.
- Infrastructure for Special Economic Zones (SEZs): China’s establishment of SEZs played a pivotal role in attracting foreign direct investment and promoting export-oriented manufacturing. India can learn from this model and develop specialized zones with the necessary infrastructure, incentives, and supportive policies to attract investments and promote targeted sectors.
Conclusion
- In the coming years, India’s growth may continue at a moderate pace, even if low- and semi-skilled job creation in manufacturing falls short. However, achieving the explosive growth witnessed by China between 2007 and 2021 would require increased investment activity, a resurgence in exports (particularly goods), a rise in female labor force participation, and greater employment opportunities in formal manufacturing. India must strive to replicate the success story of its neighbor if it aims to achieve rapid economic advancement.
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Semiconductors and its applications
Mains level: India's semiconductor industry and challenges and its potential advantages
Central Idea
- The recent visit of Prime Minister Narendra Modi to Washington DC has solidified the US-India technology partnership, marking technology as the new frontier in geopolitics. One crucial aspect of this partnership is the joint commitment to diversify the global semiconductor supply chain, which lies at the heart of the rivalry between the United States and China. This op-ed examines the significance of this collaboration and its potential implications for India’s semiconductor industry.
*Relevance of the topic
*India Semiconductor Mission (ISM) builds a vibrant semiconductor and display ecosystem to enable India’s emergence as a global hub for electronics manufacturing and design
Semiconductors: The New Strategic Resource
- Technological Dependence: Semiconductors are essential components in various advanced technologies, including smartphones, computers, artificial intelligence, and defence systems. Countries heavily rely on these technologies for economic growth, national security, and global competitiveness.
- Critical Infrastructure: Semiconductors are considered critical infrastructure due to their role in powering and enabling essential sectors such as telecommunications, energy, transportation, healthcare, and finance. Disruptions in semiconductor supply chains can have far-reaching consequences.
- Limited Manufacturing Capability: Only a few countries possess the advanced manufacturing capabilities required to produce semiconductors. These manufacturing processes involve complex fabrication plants and specialized equipment, making it difficult for new entrants to establish a foothold in the industry.
- Global Supply Chain: The semiconductor industry relies on a global supply chain, with various stages of production taking place in different countries. Certain regions, such as Taiwan, South Korea, and the United States, play a dominant role in semiconductor fabrication, assembly, and testing.
- National Security Concerns: The control and security of semiconductor supply chains have become matters of national security for many countries. Dependence on foreign sources for critical technologies raises concerns about vulnerabilities, potential disruptions, and the risk of compromising sensitive information.
- Economic Competitiveness: Semiconductors contribute significantly to a country’s economic competitiveness. Advanced semiconductor industries can attract high-value investments, foster innovation, and create skilled job opportunities, contributing to economic growth and technological leadership.
- Technological Sovereignty: Countries view the development of indigenous semiconductor capabilities as crucial for technological sovereignty and reducing dependence on external sources. Achieving self-sufficiency in semiconductor manufacturing enables greater control over technological advancements and mitigates potential risks.
India-US iCET Initiative
- Announcement: The India-US Initiative on Critical and Emerging Technologies (iCET) was announced during the Quad summit held in Tokyo in 2022. It reflects the shared commitment of India and the United States to enhance cooperation in critical and emerging technologies.
- Areas of Cooperation: The iCET initiative focuses on fostering collaboration between India and the United States in various domains, including semiconductor technology, resilient supply chains, cybersecurity, artificial intelligence, and other critical and emerging technologies.
- Bilateral Engagement: The iCET initiative involves regular bilateral engagements between India and the United States to discuss and advance cooperation in the identified areas. High-level officials, including National Security Advisers and counterparts from relevant ministries, participate in these discussions.
- Semiconductor Collaboration: Within the iCET framework, India and the United States have expressed a commitment to collaborate in the development of a semiconductor design, manufacturing, and fabrication ecosystem in India. The aim is to enhance India’s capabilities in the semiconductor sector and promote the growth of a skilled workforce.
- Skill Development and Workforce: The iCET initiative also emphasizes the importance of skill development and workforce training in critical and emerging technologies. India and the United States seek to promote the development of a skilled talent pool capable of driving innovation and contributing to the growth of these sectors.
US-China rivalry in the context of semiconductor chips
- Technological Leadership: Both the US and China recognize the strategic importance of semiconductor chips in driving innovation and economic growth. The United States has long been a leader in semiconductor design and manufacturing, while China has made significant efforts to catch up and become more self-sufficient in chip production.
- Intellectual Property Concerns: Intellectual property theft and forced technology transfer have been areas of concern in the US-China rivalry regarding semiconductor chips. The US accuses China of engaging in unfair practices to acquire advanced chip technologies and intellectual property, undermining the competitiveness of American semiconductor companies.
- Trade Tensions: The US-China trade tensions have had a significant impact on the semiconductor industry. The US government-imposed restrictions on Chinese technology companies like Huawei, limiting their access to American-made chips and semiconductor equipment. This has had implications for China’s domestic chip manufacturing capabilities.
- Export Controls: The United States has tightened export controls on semiconductor-related technologies to prevent their transfer to China, citing national security concerns. These controls have restricted Chinese access to advanced chip-making equipment and technologies, impacting China’s ability to develop its semiconductor industry.
- Self-Sufficiency Goals: Both the US and China have set goals to enhance their self-sufficiency in semiconductor chips. The US has aimed to bolster domestic chip manufacturing capabilities, reduce reliance on foreign suppliers, and secure its supply chain. China’s Made in China 2025 plan emphasizes developing indigenous semiconductor technologies to become a global leader in chip production.
- Geopolitical Implications: The semiconductor industry’s geopolitical implications are significant. Control over chip technologies and supply chains can provide a country with economic advantages, technological superiority, and potential leverage in trade disputes or geopolitical conflicts. The US and China view the semiconductor industry as crucial for maintaining their global influence and national security.
India’s Semiconductor Challenge
- Lack of Domestic Manufacturing: India has limited domestic semiconductor manufacturing capabilities. The country heavily relies on imports to meet its demand for semiconductors, which poses challenges in terms of supply chain vulnerabilities, dependence on foreign suppliers, and potential risks to national security.
- Absence of Chip Ecosystem: Building a complete chip ecosystem involves not only semiconductor manufacturing but also the development of ancillary industries, specialized infrastructure, and a skilled workforce. India currently lacks a comprehensive chip ecosystem, which is crucial for attracting investments and fostering innovation in the semiconductor industry.
- Power and Water Supply: Semiconductor manufacturing requires uninterrupted and uninterruptible power supply, as well as a steady and ample supply of pure water. India faces challenges in providing 24×7 power and water supply, which are critical infrastructure requirements for establishing semiconductor fabrication plants (fabs).
- Skill Gap: Developing a skilled workforce for the semiconductor industry is essential but poses a challenge in India. The complex nature of chip manufacturing requires specialized expertise, and India needs to bridge the skill gap by investing in training programs, educational institutions, and research and development initiatives.
- Investment and Collaboration: Attracting major international chip makers to establish fabrication plants in India has proven to be challenging. While the government has allocated funds for the semiconductor industry and incentivized investments, India needs to enhance its value proposition to attract big players and forge international collaborations.
- Regulatory Framework: Creating a favorable regulatory environment, including policies, intellectual property rights protection, and ease of doing business, is crucial for the growth of the semiconductor industry. India needs to address regulatory challenges and provide a supportive framework to encourage investments and foster innovation.
- Free Trade Agreements: India’s reluctance to enter into free trade agreements, such as with Taiwan, has hindered its efforts to attract major chip manufacturers. Such agreements can provide advantages in terms of technology transfer, market access, and attracting investments from established players
Way ahead
- Strengthen Domestic Manufacturing: India should continue to invest in semiconductor fabrication plants (fabs) and create a conducive environment for both domestic and foreign companies to establish semiconductor manufacturing facilities. This requires robust infrastructure, reliable power supply, access to advanced equipment, and a favorable regulatory framework.
- Skill Development and Research: The focus on skill development should continue, with emphasis on nurturing a skilled workforce specialized in chip design, manufacturing, and fabrication. Collaborations between industry and academia can play a crucial role in promoting research and development, knowledge sharing, and fostering innovation in the semiconductor field.
- Strategic Partnerships: India should actively pursue strategic partnerships and collaborations with global semiconductor companies, industry associations, and research institutions. These partnerships can facilitate technology transfer, access to advanced manufacturing processes, and market opportunities. Government incentives and support can further encourage international players to invest in India’s semiconductor ecosystem.
- Enable Ancillary Industries: To create a comprehensive chip ecosystem, India needs to develop ancillary industries that support the semiconductor sector. This includes nurturing electronics manufacturing capabilities, promoting indigenous demand for chips, and fostering a supportive environment for related industries, such as packaging, testing, and materials.
- Policy Reforms: The Indian government should continue to focus on policy reforms that promote a favorable business environment for the semiconductor industry. This includes streamlining regulatory processes, protecting intellectual property rights, improving ease of doing business, and providing incentives for research, development, and investment in the semiconductor sector.
- International Collaborations: Strengthening collaborations within the Quad framework, particularly with the United States, Japan, and Australia, can provide access to expertise, technology, and market opportunities. Engaging with other semiconductor-rich countries, such as Taiwan, South Korea, and Israel, can also open avenues for knowledge sharing, partnerships, and technology transfer.
Conclusion
- The US-India technology partnership, with a focus on diversifying the semiconductor supply chain, holds immense potential for India’s growth in the industry. While India faces challenges in establishing a robust chip ecosystem, investments from companies like Micron Technology, along with collaborative initiatives, can pave the way for a more self-reliant and technologically advanced India. By positioning itself in the global chip war, India has embarked on a journey that promises to shape its technological landscape and strengthen its ties with the United States.
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Earth's Axis and Rotation
Mains level: Adverse effects of human-induced changes on our planet, Include these as examples

Central Idea
- In a recent study, researchers have revealed that human activities, particularly the extraction of groundwater, have had a discernible impact on Earth’s axis and contributed to the rise in global sea levels. This phenomenon, known as polar motion, occurs as the mass distribution within and on the planet changes. While the shift in the axis may not have immediate real-life consequences, it underscores the significant influence of human actions on our planet’s delicate balance.
*Relevance of the topic:
*Important geological phenomenon and Contribution of human activities to climate change and its impact
*Also, recent new research suggests that Earth’s inner core may now be rotating slower than its surface, potentially indicating a change in its rotational dynamics
*Quick facts for prelims on geological phenomenon
The phenomenon of Earth’s rotation
- Rotation Axis: The Earth rotates around an imaginary line called the rotation axis, which runs through the North Pole, the center of the Earth, and the South Pole. This axis remains fixed in space, and the Earth completes one full rotation around it in approximately 24 hours.
- Rotation Direction: The Earth rotates from west to east, which is why we perceive the sun and other celestial objects to rise in the east and set in the west.
- Speed of Rotation: The Earth rotates at a relatively constant speed. The equator experiences the fastest rotational speed, which is approximately 1,670 kilometers per hour (1,040 miles per hour). The rotational speed gradually decreases towards the poles.
- Effects of Rotation:
- Day and Night: As the Earth rotates, different parts of the planet are exposed to sunlight, creating the cycle of day and night.
- Coriolis Effect: The rotation of the Earth influences the movement of air and ocean currents, giving rise to the Coriolis effect. This effect causes moving objects (such as winds and ocean currents) to deflect to the right in the Northern Hemisphere and to the left in the Southern Hemisphere.
- Shape of the Earth: Earth’s rotation causes it to bulge slightly at the equator and flatten at the poles, resulting in an oblate spheroid shape.
- Centrifugal Force: The rotation generates a centrifugal force that slightly counteracts the force of gravity, leading to a slightly lower effective gravity at the equator compared to the poles.
- Polar Motion: Earth’s axis and the location of the poles are not fixed and can undergo slight movements. This phenomenon, known as polar motion, occurs due to various factors, including mass redistribution within the Earth, changes in water distribution, and atmospheric pressure variations.
The new findings of the study on the impact of groundwater extraction on Earth’s axis
- Groundwater Extraction and Axis Shift: The study revealed that groundwater extraction plays a significant role in the shift of Earth’s rotational axis. The redistribution of groundwater resulting from activities like irrigation and meeting freshwater demands was found to be the largest contributor to the drift of the rotational pole.
- Impact of Midlatitude Groundwater Extraction: The research showed that groundwater extraction from regions located at the Earth’s midlatitudes, specifically North America and northwestern India, had a more pronounced effect on polar motion compared to extraction taking place at the poles or equator. This finding highlights the sensitivity of the rotational pole to mass changes in midlatitude areas.
- Contribution to Sea Level Rise: The study confirmed that groundwater extraction is a major contributor to the rise in global sea levels. The water extracted from the ground for various purposes eventually finds its way into the oceans. The researchers’ calculations aligned with previous studies, which estimated that groundwater extraction raised global sea levels by 6.24mm between 1993 and 2010
Impact of Climate Change on Polar Motion
- Changes in Water Mass Distribution: Climate change is causing significant changes in the distribution of water masses on Earth. The melting of glaciers, ice sheets, and polar ice caps contributes to the redistribution of water from land to the oceans. This alteration in water mass distribution affects the planet’s rotational dynamics, including polar motion.
- Melting of Greenland’s Ice: Greenland’s ice sheet is particularly susceptible to climate change. As it melts, vast amounts of water are discharged into the surrounding oceans. This influx of water alters the distribution of mass on Earth, leading to shifts in the rotational axis.
- Accelerated Rotational Axis Shift: Recent studies suggest that climate change has accelerated the shift of Earth’s rotational axis since the 1990s. The increased melting of glaciers and ice sheets, combined with other climate-driven changes in water distribution, has intensified the movement of the rotational axis compared to historical patterns.
- Influence on Polar Motion Magnitude: Climate-driven changes in water mass distribution have been found to have a significant impact on the magnitude of polar motion. The redistribution of water, particularly from the melting of ice, affects the planet’s overall mass distribution, causing shifts in the rotational pole.
What is the Significance of the Study?
- Understanding Human Influence: The study highlights the significant influence of human activities, specifically groundwater extraction, on Earth’s rotational dynamics and polar motion. It emphasizes the need to recognize and account for human-induced changes in the delicate balance of the planet.
- Environmental Consequences: By identifying groundwater extraction as a major contributor to global sea level rise, the study emphasizes the environmental consequences of excessive groundwater usage. It highlights the importance of sustainable groundwater management to mitigate the adverse effects on sea levels and coastal regions.
- Climate Change Interactions: The findings establish a connection between climate change and Earth’s rotational dynamics. The study adds to the body of knowledge on how climate-driven changes in water distribution, including melting glaciers and ice sheets, can influence polar motion. Understanding these interactions contributes to a comprehensive understanding of climate change impacts.
- Policy and Management Implications: The study provides valuable insights for policymakers, water resource managers, and environmental planners. It underscores the need to incorporate the impact of groundwater extraction on Earth’s axis and sea levels into decision-making processes. It highlights the urgency of implementing sustainable practices to manage groundwater resources effectively and mitigate adverse environmental effects.
- Scientific Advancements: The study contributes to the field of geodesy, which focuses on the measurement and understanding of Earth’s shape, gravity, and rotation. It enhances our understanding of Earth’s rotational dynamics and the complex interactions between various factors influencing polar motion.
 Conclusion
- The study’s results emphasize the need to recognize the far-reaching consequences of human activities on the Earth’s delicate equilibrium. Groundwater extraction, driven by agricultural and freshwater needs, has been found to impact the planet’s rotational axis, leading to polar motion and contributing to global sea level rise. Understanding these interactions is crucial for effective environmental management and sustainable practices to mitigate the adverse effects of human-induced changes on our planet
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From UPSC perspective, the following things are important :
Prelims level: NA
Mains level: Insufficient Representation of Women in the IAS, systematic challenges and way forward
Central Idea
- In June 1991, P V Narasimha Rao, the 10th prime minister, initiated the liberalization of India’s economy by assembling a team of bureaucrats, technocrats, and politicians. However, a striking absence of women in this influential group raises questions about their representation in shaping India’s future.
*Relevance of this topic*
*Despite its economic growth, women’s participation in the country’s economy, polity and society has not kept pace.
*As per IAS data and the central government’s employment census of 2011, less than 11 per cent of its total employees were women. In 2020, this reached 13 per cent only
*In fact, out of a total of 11,569 IAS officers entering service between 1951 and 2020, only 1,527 were women. Further, only 14 per cent of Secretaries in the IAS were women in 2022, 13 out of 92 posts.
*You can use the case studies mentioned below to support your answer
Insufficient Representation of Women in the IAS
- Recruitment rules favoring men: Historically, the recruitment rules for the Indian Administrative Services (IAS) were skewed in favor of men. For instance, only unmarried women were allowed to join the services, and they were required to resign if they got married. Such discriminatory rules limited the number of women entering the IAS.
- Late removal of marriage disqualifier: It was only after the removal of the marriage disqualifier that the ratio of women to men in the IAS started to improve. However, this change came too late to address the systemic issues and challenges faced by women in the civil services by the time liberalization efforts began in 1991.
- Lack of senior positions: Structural issues and systemic barriers prevented women officers from attaining senior positions in the IAS. By the time P V Narasimha Rao was forming his team for liberalization, women officers were either too junior in rank or faced ongoing obstacles that hindered their progress.
- Mistrust in women’s abilities: Despite the removal of entry barriers, women in the civil services were often relegated to “soft” departments and not considered for key roles in crucial ministries such as finance, commerce, and industry. There was a prevalent bias that undermined trust in women’s abilities to handle challenging portfolios.
- Absence of women in top leadership positions: India has yet to see a woman hold positions such as RBI governor, cabinet secretary, or chief economic advisor. This lack of representation at the highest levels of decision-making perpetuated the perception that women were not fit for leadership roles in core ministries.
- Missed opportunities for deserving women: There have been instances where highly qualified and deserving women civil servants were overlooked for senior positions. Examples include Renuka Viswanathan, who faced resistance when seeking a role in the finance ministry despite her exceptional qualifications, and Sudha Pillai, who was denied the chance to become India’s first woman cabinet secretary.
- Limited lateral hiring from diverse backgrounds: While Rao’s team included technocrats from academia and multilateral organizations, the lateral hiring process predominantly favored men. This led to missed opportunities for talented women, such as Padma Desai and Isher Judge Ahluwalia, who were not invited to join the team despite their significant contributions and qualifications.
Cases of Exceptional Women and Missed Opportunities
- Renuka Viswanathan: Renuka Viswanathan, the first woman district magistrate in Karnataka, held a doctorat d’etat (higher than a doctorate) in public finance from Paris Dauphine University. In the 1980s, when she sought a spot in the finance ministry, her appointment faced resistance. Her file was pushed to Rajiv Gandhi’s office, which had recently appointed Sarla Grewal as India’s first woman principal secretary to the prime minister. Ultimately, Viswanathan’s appointment was approved by Gandhi, highlighting her suitability for the finance ministry.
- Sudha Pillai: Sudha Pillai, who could have become India’s first woman cabinet secretary, worked as a joint secretary in the industry ministry. She made notable contributions, including working on amending the anti-monopoly law. However, despite her qualifications and capabilities, she was not given the opportunity to reach the top leadership position of cabinet secretary.
- Janaki Kathpalia: Janaki Kathpalia served as an additional secretary (budget) and worked closely with Manmohan Singh in preparing the union budgets from 1991 to 1995. Her role in shaping the budget was significant, but she also faced limitations in advancing to higher leadership positions.
- Sindhushree Khullar: Sindhushree Khullar, who was the private secretary to the commerce minister P Chidambaram, oversaw significant changes in trade policy. Despite her contributions, she remained in a supporting role as a junior officer of the Indian Economic Service, which restricted her career progression.
- Vandana Aggarwal: Vandana Aggarwal, another junior officer of the Indian Economic Service, played a crucial role in assisting Rakesh Mohan, the economic advisor to the industry ministry, in preparing the New Industrial Policy 1991. However, she also faced limitations in terms of recognition and upward mobility.
What are the Systemic challenges?
- Gender bias and stereotypes: Deep-rooted gender biases and stereotypes influence perceptions of women’s capabilities and roles within the bureaucracy. These biases often limit women to certain departments or positions considered traditionally suitable for them, reinforcing gendered expectations and hindering their access to senior roles.
- Lack of mentorship and support: Women in the civil services often face a lack of mentorship and support systems necessary for career advancement. Limited access to guidance from senior officials and mentors, who are predominantly male, can impede women’s professional growth and opportunities.
- Work-life balance challenges: Balancing professional responsibilities with familial and domestic obligations remains a significant challenge for women in the IAS. The demanding nature of administrative roles, long working hours, and limited support structures for childcare and family care can deter women from pursuing or advancing in their careers.
- Glass ceiling and limited career progression: The glass ceiling phenomenon refers to the invisible barriers that prevent women from reaching top leadership positions within the bureaucracy. Despite having the necessary qualifications and capabilities, women often encounter obstacles in their career progression, leading to a significant underrepresentation of women in senior roles.
- Gendered norms and cultural barriers: Societal norms and cultural expectations can create additional hurdles for women in the civil services. Traditional gender roles, biases against working women, and societal pressures can discourage women from pursuing careers in the bureaucracy or limit their opportunities for growth.
- Lack of supportive policies and initiatives: The absence of robust policies and initiatives specifically aimed at promoting gender equality and empowering women in the civil services further exacerbates the systemic challenges. Limited maternity leave, inadequate childcare facilities, and a lack of gender-sensitive policies hinder women’s professional advancement and work-life balance
Positive Shifts in recent times towards greater gender representation and inclusivity in civils services
- Increased representation in civil service examinations: The latest round of the union civil service examinations saw a significant increase in the number of women candidates selected. Out of the 933 candidates selected, 320 were women, marking the highest-ever representation of women in these examinations.
- Top ranks achieved by women: Women candidates secured six spots in the top 10 ranks, including the top four ranks, repeating the record set in the previous year. This achievement demonstrates the exceptional performance and capabilities of women in these competitive examinations.
- Growing number of women entering the bureaucracy: The increasing number of women qualifying and entering the civil services indicates a positive trend towards greater gender diversity in the bureaucracy. More women, who are equally competent, are joining the civil services than before.
Way Forward: Need for transformative changeÂ
- Policy Reforms: Introduce policy reforms that actively promote gender diversity and equal opportunities within the civil services. This includes reviewing and eliminating any discriminatory recruitment rules or practices that hinder women’s entry and advancement. Implementing gender-sensitive policies, such as extended maternity leave, flexible work arrangements, and support for work-life balance, can also foster a more inclusive work environment.
- Mentoring and Leadership Development: Establish mentoring programs and leadership development initiatives specifically aimed at supporting women in the civil services. Encourage senior officials to mentor and guide aspiring women officers, providing them with opportunities to learn and grow within the bureaucracy. Leadership training programs should address gender biases, provide skill-building opportunities, and nurture women’s leadership potential.
- Promoting Gender Sensitization: Conduct regular gender sensitization workshops and training sessions for all civil servants to raise awareness about gender biases, stereotypes, and the importance of gender equality. Create a work culture that values diversity, respects gender perspectives, and ensures a safe and inclusive environment for all employees.
- Breaking the Glass Ceiling: Actively work towards breaking the glass ceiling that limits women’s progression to top leadership positions. Identify and address systemic barriers that impede women’s career advancement, such as biased promotion processes, lack of access to critical portfolios, and limited representation in decision-making bodies. Encourage transparent and merit-based selection processes for senior positions.
- Encouraging Lateral Entry and Diverse Expertise: Promote lateral entry from diverse backgrounds, including academia, multilateral organizations, and the private sector, to bring in fresh perspectives and expertise. Ensure that women are equally considered for these lateral positions and given opportunities to contribute to policy formulation and implementation.
- Institutional Support: Establish support mechanisms within the bureaucracy to address the unique challenges faced by women. This includes setting up internal committees to address gender-related grievances, providing mentorship networks, and creating avenues for women officers to voice their concerns and contribute to policy discussions.
- Monitoring and Accountability: Regularly monitor and evaluate the progress made in achieving gender diversity goals within the civil services. Establish mechanisms for accountability and transparency to track the representation of women at different levels and ensure that policies and initiatives are effectively implemented.
Conclusion
- The journey towards gender equality in India’s civil services has witnessed progress but also encountered challenges. By nurturing and empowering talented women, India’s bureaucracy can harness their potential and pave the way for inclusive and diverse leadership at the highest levels. Achieving gender parity in the civil services will not only strengthen India’s governance but also promote social and economic progress for the nation as a whole.
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: NA
Mains level: Open Market Sale Scheme (OMSS) and its relevance
Central Idea
- States across India are exploring alternative avenues for procuring wheat and rice due to the Food Corporation of India’s (FCI) recent quantity restrictions and denial of permission to participate in the Open Market Sale Scheme (OMSS). While the Centre claims that these measures are aimed at curbing inflation and regulating supply, critics argue that they prioritize political interests over the welfare of marginalized beneficiaries.
Relevance of the topic:
*According to a 2020 estimate by The Ministry of Consumer Affairs, Food and Public Distribution, more than 38,000 metric tonnes (MTs) of food grains got damaged in the five years leading upto 2020, including wheat, rice and pulses.
*According to the BCG report, around 2.1 billion tonnes of food grains will be wasted by the time we reach 2030.
*Amidst the challenge of food grain wastage, hunger and food security, the initiatives related to management of food grains becomes significant
What is Open Market Sale Scheme (OMSS)?
- The OMSS is a program implemented by the Food Corporation of India (FCI) to sell surplus food grains, primarily wheat and rice, from the central pool in the open market
- The scheme allows the FCI to sell these food grains to traders, bulk consumers, retail chains, and other entities at pre-determined prices through e-auctions.
- Through e-auctions, interested bidders can purchase specific quantities of food grains. Additionally, states have the option to procure grains through the OMSS, beyond their allocation from the central pool, to distribute among beneficiaries of the National Food Security Act (NFSA)
Key changes in the OMSS implementation
- Quantity Restrictions: The Centre decided to restrict the quantity that a single bidder can purchase in a single bid under the OMSS. Previously, the maximum quantity allowed per bid was 3,000 metric tonnes (MT). However, the revised OMSS now sets a range of 10 to 100 metric tonnes for the maximum quantity per bid. This change aims to accommodate more small and marginal buyers and promote wider participation in the scheme.
- Suspension of Sales to State Governments: In a notification sent to the states on June 13, the Centre stopped the sale of rice and wheat from the central pool under the OMSS to state governments. This means that state governments can no longer procure these food grains directly from the FCI through the OMSS. Additionally, private bidders are also disallowed from selling their OMSS supplies to state governments.
Significance of OMSS in India’s food grain management system
- Surplus Management: The OMSS enables the Food Corporation of India (FCI) to effectively manage surplus food grains, primarily wheat and rice, from the central pool. By selling these surplus grains in the open market, the FCI can prevent wastage and maintain optimal stock levels.
- Price Stability: The OMSS plays a crucial role in maintaining price stability in the market. By periodically selling surplus grains at pre-determined prices, the scheme helps regulate food grain prices, preventing excessive fluctuations and ensuring affordability for consumers.
- Market Competition: The OMSS promotes market competition by allowing various entities, including traders, bulk consumers, and retail chains, to participate in e-auctions and purchase food grains. This fosters a more competitive market environment, preventing the concentration of purchasing power in the hands of a few entities and encouraging fair market practices.
- Additional Procurement Avenue for States: States in India can procure food grains through the OMSS beyond their allocated quantities from the central pool. This provides an additional avenue for states to meet their food grain requirements, particularly for implementing welfare schemes such as the National Food Security Act (NFSA). It allows states to supplement their allocations and ensure the availability of essential food grains for marginalized beneficiaries.
- Small and Marginal Buyers: The recent revisions in the OMSS implementation, including the reduction in the maximum quantity per bid, aim to accommodate more small and marginal buyers. By encouraging their participation, the scheme aims to promote inclusivity, empower smaller market participants, and prevent monopolies held by bulk buyers. This supports the growth and sustainability of small businesses and helps distribute the benefits of the scheme more evenly.
How states are reacting to the changes?
- Karnataka: In Karnataka, the Anna Bhagya scheme, which aims to provide rice to marginalized families, was a significant electoral promise of the Congress government. They argue that the changes in the OMSS hinder the implementation of the welfare scheme and are politically motivated.
- Tamil Nadu: Tamil Nadu has also been affected by the changes in the OMSS. The state government has sought alternative sources to purchase 50,000 tonnes of rice, as the Union government has stopped the supply of rice under the OMSS. The state used to buy rice through the scheme and then subsidize it for ration card holders.
- Criticism of Centre’s Politics: States like Karnataka and Tamil Nadu, as well as other states, have criticized the Centre for engaging in politics at the expense of marginalized beneficiaries of state welfare schemes. They argue that the restrictions and changes in the OMSS implementation are driven by political considerations rather than prioritizing the welfare of vulnerable sections of society.
How OMSS contributes to food security?
- Distribution to National Food Security Act (NFSA) Beneficiaries: The OMSS allows states to procure additional food grains beyond their allocated quantities from the central pool for distribution to beneficiaries under the NFSA. This ensures that the eligible population, particularly marginalized sections of society, has access to an adequate supply of essential food grains, such as wheat and rice, at affordable prices.
- Price Stabilization: By periodically selling surplus food grains through the OMSS, the scheme helps stabilize prices in the market. The availability of surplus stocks from the central pool prevents excessive price fluctuations and ensures that food grains remain affordable for consumers.
- Market Competition and Inclusivity: The OMSS promotes market competition by allowing various entities, including traders, bulk consumers, and retail chains, to participate in e-auctions and purchase food grains. This diversifies the buyer base and prevents monopolistic practices, fostering fair market competition. Moreover, recent revisions in the OMSS implementation, such as the reduction in the maximum quantity per bid, aim to encourage the participation of small and marginal buyers, promoting inclusivity and empowering smaller market participants.
- Surplus Management: The OMSS helps manage surplus food grains held by the Food Corporation of India (FCI) in the central pool. By selling these surpluses in the open market, the FCI avoids wastage and ensures efficient utilization of available resources.
- Additional Procurement Avenues for States: The OMSS provides states with an additional avenue to procure food grains beyond their allocated quantities from the central pool. This helps states meet their food grain requirements for welfare schemes and other initiatives aimed at ensuring food security at the state level.
Challenges faced by OMSS
- Low buyer demand due to high reserve prices: The OMSS faces a challenge of low demand from buyers, primarily because of the high reserve prices set by the FCI. These reserve prices, which include various costs like procurement, storage, transportation, and handling charges, are often higher than the prevailing market prices.
- Logistical hurdles affecting timely delivery: Transportation, handling, and quality issues of food grains pose logistical challenges for the OMSS. These challenges can result in delays and impact customer satisfaction. The heavy reliance on railways by the FCI for grain movement can lead to congestion and further exacerbate the logistical problems.
- Limited impact on market price stabilization: The OMSS has a limited impact on stabilizing market prices as it represents only a small share of the overall food grain supply and demand in the country. The FCI sells only a fraction of its total stocks through the OMSS, while the majority is distributed through the Targeted Public Distribution System (TPDS) and other welfare schemes (OWS).
- Inadequate addressing of structural issues: The OMSS fails to adequately address the structural problems associated with food grain management, including procurement, distribution, and buffer stocking policies. Reforms in these areas are necessary to ensure food security and fiscal prudence. The excessive procurement by the FCI, beyond the requirements of TPDS and OWS, leads to surplus stocks and high carrying costs.
Way forward: Steps to enhance its effectiveness
- Stakeholder Consultation: The Centre should engage in meaningful consultations with states, policymakers, experts, and relevant stakeholders to understand the diverse perspectives and concerns related to the OMSS. This will help in developing a more inclusive and comprehensive approach that considers the welfare of marginalized beneficiaries, the interests of states, and the broader macroeconomic considerations.
- Review and Reconsideration of Changes: The Centre should review and reconsider the recent changes made to the OMSS, taking into account the feedback and concerns raised by states. This could involve revisiting the quantity restrictions and exploring alternative ways to achieve the objectives of curbing inflation, promoting market competition, and ensuring wider participation of small and marginal buyers.
- Transparency and Accountability: Ensuring transparency in the functioning of the OMSS is crucial. The Centre should provide clear guidelines, transparent processes, and timely information regarding the e-auctions, pricing, and availability of food grains through the scheme.
- Strengthening State-Level Procurement: Alongside the OMSS, efforts should be made to strengthen state-level procurement mechanisms for food grains. This will enable states to meet their requirements for welfare schemes more effectively and reduce their dependence on central schemes like the OMSS.
- Integrated Approach to Food Security: Food security is a multi-dimensional issue that requires an integrated approach. The Centre should work in collaboration with states to develop comprehensive strategies that address not only the availability and accessibility of food grains but also factors such as storage, transportation, nutrition, and agricultural productivity.
- Monitoring and Evaluation: Regular monitoring and evaluation of the OMSS and its impact on food security outcomes are essential. This will help identify any shortcomings, assess the effectiveness of the scheme, and make necessary adjustments to improve its functioning. Data-driven analysis and feedback mechanisms should be put in place to ensure evidence-based decision-making and continuous improvement.
Conclusion
- The Centre’s recent restrictions on the OMSS have sparked a political controversy, with states like Karnataka and Tamil Nadu accusing the government of prioritizing politics over the welfare of marginalized beneficiaries. As the Centre aims to curb inflation and regulate supply, it must consider the potential impact on state welfare schemes and ensure the availability of essential food grains to those in need.
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Critical Minerals and their applications
Mains level: Significance of independent source of Critical Minerals and its impact

Central Idea
- In a strategic move, the Indian government has recognized the importance of 30 critical minerals, including lithium, cobalt, nickel, graphite, tin, and copper, which play a crucial role in the country’s economic development and national security. These minerals are essential for various sectors such as clean technologies, information and communication technologies, and advanced manufacturing inputs.
*Relevance of the topic:
*As countries shift towards clean energy and digital economies, critical and rare earth minerals are essential for driving this transition
*Dependence on other nations for procuring these resources can pose significant risks to the economy and strategic autonomy.
*Also keep an eye on the reserves of these critical minerals. For example, Vast Lithium deposits discovered in the Himalayan region of Kashmir. A 5.9-million-ton lithium deposit was discovered in the Reasi district by the Geological Survey of India
Background
- Previous efforts have been made to identify critical minerals in India, including a 2011 initiative by the Planning Commission (now NITI Aayog).
- This initiative emphasized the importance of ensuring the availability of mineral resources for industrial growth through planned exploration and management of existing resources. From 2017 to 2020, the country also focused on the exploration and development of rare earth elements.
- The latest exercise was triggered by India’s international commitments to reduce carbon emissions and transition towards clean energy sources
Major Critical Minerals and its applications
- Graphite: Graphite is extensively used in the manufacturing of electric vehicle (EV) batteries. It is a key component in the anode of lithium-ion batteries, which power EVs and several portable electronic devices.
- Lithium: Lithium is another essential mineral in the production of EV batteries. Lithium-ion batteries are widely used in electric vehicles, providing them with energy storage capacity. Lithium is also utilized in other applications, such as renewable energy storage systems.
- Cobalt: Cobalt is a critical mineral required for the production of lithium-ion batteries used in electric vehicles. It enhances the stability and performance of the batteries. Additionally, cobalt finds applications in aerospace, communications, and defense industries. It is used in manufacturing fighter jets, drones, and other critical equipment.
- Rare Earth Minerals: Rare earth minerals, although required in trace amounts, play a significant role in the manufacturing of semiconductors and high-end electronics. These minerals include elements like neodymium, dysprosium, and praseodymium, which are crucial for producing magnets used in electric motors, wind turbines, and other advanced technology applications.
- Nickel: Nickel is another essential component in lithium-ion batteries, especially those used in electric vehicles. It helps enhance battery performance and energy density. Nickel is also utilized in various other industries, including aerospace and defense.
Three-stage Assessment for identification of critical minerals in India
- In the first stage, strategies of various countries like Australia, the USA, Canada, UK, Japan, and South Korea were analyzed. Sixty-nine elements/minerals that were considered critical by these major global economies were shortlisted. Domestic initiatives were also given due importance.
- The second stage involved inter-ministerial consultations with various ministries to identify minerals critical to their sectors. Valuable inputs and suggestions were received from ministries such as Power, Atomic Energy, New and Renewable Energy, Fertilizers, Science and Technology, Pharmaceuticals, and NITI Aayog.
- The third stage aimed to develop an empirical formula for evaluating mineral criticality. This stage drew inspiration from the European Union’s methodology, which considers economic importance and supply risk as two major factors. Based on this comprehensive assessment process, a list of 30 critical minerals for India was finalized.
Importance of Establishing a Specialized Agency
- The committee responsible for identifying critical minerals emphasized the need to establish a National Institute or Centre of Excellence for critical minerals, similar to Australia’s CSIRO.
- This proposed center would periodically update the list of critical minerals, develop a critical mineral strategy, and execute functions essential for the development of an effective value chain in the country.
Significance of independent source of Critical Minerals and its impact
- Key Industry Enablers: Critical minerals are fundamental components in industries such as clean energy, electronics, transportation, defense, and manufacturing. They enable the production of advanced technologies, including electric vehicles, renewable energy systems, high-tech electronics, and communication devices. Without a stable supply of critical minerals, these industries would face significant challenges in meeting the growing global demand for their products.
- Technological Advancements: Critical minerals are crucial for driving technological advancements and innovation. They provide the necessary raw materials for developing and improving clean technologies, energy storage systems, telecommunications devices, advanced electronics, and defense technologies. Access to critical minerals supports the development of cutting-edge technologies, enhances competitiveness, and fosters sustainable practices in various sectors.
- Clean Energy Transition: Critical minerals play a pivotal role in the transition to clean energy sources. Minerals like lithium, cobalt, nickel, and rare earth elements are vital for the production of high-performance batteries used in electric vehicles and renewable energy storage systems. By ensuring a stable supply of these minerals, countries can accelerate the adoption of clean energy technologies, reduce greenhouse gas emissions, and mitigate the impact of climate change.
- Economic Growth and Job Creation: Critical minerals contribute to economic growth by supporting industries that generate employment opportunities and foster innovation. Domestic production and processing of critical minerals create jobs across the entire value chain, including exploration, mining, processing, manufacturing, and research and development. By developing a robust critical minerals sector, countries can stimulate economic growth, enhance competitiveness, and reduce dependence on foreign imports.
- National Security: Dependence on foreign sources for critical minerals can pose risks to national security. Disruptions in the supply chain due to geopolitical factors, trade conflicts, or market fluctuations can significantly impact industries crucial for defense, infrastructure, and strategic sectors. By identifying and developing domestic sources of critical minerals, countries can enhance their resilience, reduce vulnerabilities, and safeguard national security interests.
- Sustainable Resource Management: The identification and sustainable management of critical minerals contribute to responsible resource utilization and environmental stewardship. By ensuring responsible mining practices, promoting recycling and circular economy approaches, and minimizing the environmental impact of mineral extraction and processing, countries can meet their mineral needs while addressing social, environmental, and governance concerns.
Conclusion
- The identification of critical minerals is a strategic move by the Indian government towards economic development and national security. The country can learn from global practices while leveraging domestic and international collaborations to secure critical mineral resources and accelerate its growth in sectors like clean technologies and advanced manufacturing.
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: NA
Mains level: India- Philippines relations and its significance for regional cooperation in Indo Pacific

Central Idea
- The year 2022 brought about a significant turning point for the world as Covid-19-related restrictions were gradually lifted, ushering in a renewed focus on international trade, commerce, and strategic partnerships. Against this backdrop, the Philippines and India have reinvigorated their cooperation after almost three years, aiming to strengthen bilateral ties and foster economic resurgence in the post-pandemic era.
Economic promise and growth trajectory of India and Philippines
- India’s Economic Promise and Growth Trajectory:
- Projected Third-Largest Economy: India is projected to become the world’s third-largest economy by 2027. This forecast highlights the country’s immense economic potential and growth prospects.
- Fastest-Growing Large Economy: India has consistently maintained an impressive average GDP growth of 5.5 percent over the past decade. This growth rate positions India as the fastest-growing among the large economies globally.
- Investment Opportunities: India’s growing economy offers numerous investment opportunities across various sectors, attracting both domestic and foreign investors seeking to capitalize on its vibrant market and expanding consumer base.
- Emerging Middle Class: India’s rising middle class presents a significant consumer market, driving consumption and fueling economic growth. The expanding middle class creates opportunities for businesses and stimulates economic development.
- Philippines’ Economic Promise and Growth Trajectory:
- Upper-Middle-Income Status: The Philippines is on the threshold of achieving upper-middle-income status, which signifies significant progress in its economic development and per capita income.
- Trillion-Dollar Economy by 2033: The Philippines aims to become a trillion-dollar economy by 2033, reflecting its ambitious goals for economic growth and prosperity.
- Poverty Reduction and Socio-Economic Agenda: President Ferdinand R Marcos Jr’s socio-economic agenda focuses on reducing poverty and fostering sustainable economic growth. This agenda sets the stage for inclusive development and resilience in key sectors such as agriculture, energy, and infrastructure.
- Empowerment and Inclusion: The Philippines places emphasis on empowering its population and fostering greater inclusion. By ensuring that the benefits of economic growth reach all segments of society, the country aims to create a more equitable and prosperous nation.
The prospects for expanding trade and economic cooperation between the Philippines and India
- Innovation and New Technologies: Both countries have vibrant innovation ecosystems and a growing focus on technological advancements. Collaborative efforts in research and development, knowledge sharing, and technology transfer can lead to the creation of innovative solutions and products. This cooperation can enhance productivity, efficiency, and competitiveness in various sectors.
- Clean Energy and Renewable Technologies: India has emerged as a global leader in renewable energy, particularly in the development of wind and solar power. The Philippines has also made substantial investments in renewable energy technologies. Leveraging India’s expertise and experience, there is scope for collaboration in clean energy projects, including the adoption of advanced renewable technologies, sharing best practices, and promoting sustainable energy solutions.
- Digital Infrastructure and Connectivity: India’s “Digital India” initiative and the Philippines’ efforts to strengthen its digital infrastructure provide opportunities for collaboration. This can involve sharing knowledge, experiences, and technologies in digitalization, e-governance, cybersecurity, and data management. Strengthening digital connectivity can facilitate trade, e-commerce, and digital services between the two countries.
- Defense and Security Cooperation: There is potential for deeper cooperation in defense and security between the Philippines and India. The signing of contracts for defense procurement, such as the Philippines’ procurement of India’s BrahMos Shore-based Anti-Ship Missile System, signifies the beginning of such collaborations. Both countries can further explore joint exercises, defense industry partnerships, and information-sharing mechanisms to enhance their defense capabilities and address common security challenges.
- Regional Economic Integration: The Philippines and India’s engagements within the framework of ASEAN, coupled with India’s “Act East Policy,” provide avenues for regional economic integration. Strengthening economic ties, promoting trade facilitation measures, and improving connectivity within the ASEAN-India network can enhance regional trade and investment flows. Collaboration in infrastructure development, logistics, and trade facilitation can further deepen economic integration.
- People-to-People Exchanges: Enhancing people-to-people exchanges, including tourism, cultural interactions, and educational cooperation, can foster a deeper understanding and appreciation of each other’s countries. This can contribute to building stronger economic and social ties between the Philippines and India.
Opportunities for regional cooperation in the Indo-Pacific
- Economic Integration: Strengthening economic integration within the Indo-Pacific region is essential for creating a robust and interconnected economic ecosystem. The Philippines and India can play active roles in promoting and participating in initiatives such as the ASEAN Economic Community, the Regional Comprehensive Economic Partnership (RCEP), and other regional economic forums.
- Connectivity and Infrastructure Development: Collaborative efforts in developing infrastructure, such as ports, roads, railways, and digital connectivity, can enhance regional connectivity and support economic growth. The Philippines and India can engage in infrastructure projects, joint investments, and partnerships to promote seamless connectivity within the region.
- Maritime Security and Freedom of Navigation: Ensuring maritime security and upholding freedom of navigation in the Indo-Pacific is essential for trade, economic activities, and regional stability. Collaborative initiatives for maritime domain awareness, joint exercises, information-sharing mechanisms, and adherence to international law, including the United Nations Convention on the Law of the Sea (UNCLOS), can strengthen regional security and stability. The Philippines and India can actively participate in regional security frameworks, such as the ASEAN Regional Forum (ARF) and the Indian Ocean Naval Symposium (IONS), to address common maritime challenges.
- Sustainable Development and Climate Change: Collaborative efforts in promoting sustainable development practices, sharing best practices in climate change adaptation and mitigation, and supporting initiatives for renewable energy and environmental conservation can contribute to the region’s long-term resilience. The Philippines and India can engage in knowledge sharing, capacity-building programs, and joint initiatives to address these challenges collectively.
- People-to-People Exchanges and Cultural Cooperation: The Philippines and India can promote tourism, cultural exchanges, educational scholarships, and academic collaborations to deepen connections and promote mutual understanding among the diverse nations in the region.
- Rules-based Order and Multilateralism: Upholding the principles of a rules-based order and inclusive multilateralism is crucial for regional stability and cooperation. The Philippines and India, as advocates for the rule of law, can actively engage in regional multilateral platforms such as the East Asia Summit (EAS), ASEAN Regional Forum (ARF), and the Indian Ocean Rim Association (IORA) to shape regional norms, promote dialogue, and address regional challenges collectively.
Conclusion
- As the Philippines-India Joint Commission on Bilateral Cooperation convenes for its fifth iteration in New Delhi, the two nations look forward to meaningful exchanges that will set a firm course for a stronger partnership. Building upon their nearly 75 years of diplomatic ties and shared values as democratic Asian republics, the Philippines and India are poised to reinforce bilateral relations and leverage their common interests to navigate the challenges and opportunities of the post-pandemic era.
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Applications of Big Data and AI
Mains level: Significant developments in Big Data and AI and the Relevance of P.C. Mahalanobis

Central Idea
- Professor P.C. Mahalanobis, the pioneer of statistics in India, left an indelible mark on the field of statistics and survey culture in the country. His contributions, including the establishment of the Indian Statistical Institute, continue to shape the nation’s statistical landscape. As India grapples with the evolving socio-economic dynamics in the post-pandemic era, the absence of Mahalanobis’s expertise is keenly felt. This era, characterized by copious amounts of data, is commonly referred to as the age of Big Data
*Relevance of the topic*
- Due to the outbreak of the Covid-19 pandemic, the Census 2021 and the related field activities have been postponed.
- Questions over data quality and delay in releasing surveys has been raised
- You can use this as case study and examples
Mahalanobis’s strategy in handling large-scale data
- Tackling Big Data: Mahalanobis encountered a Big Data challenge when his large-scale surveys yielded substantial amounts of data that required effective analysis for planning purposes. He successfully persuaded the government to procure the country’s first two digital computers in 1956 and 1958 for the Indian Statistical Institute. This accomplishment marked the introduction of computers and their utilization in handling vast amounts of data in India.
- Embracing Technology: Mahalanobis embraced technology throughout his career. He built simple machines to facilitate surveys and measurements, displaying a keen interest in leveraging technology for data collection and analysis. His adoption of digital computers showcases his progressive approach to incorporating technological advancements into statistical practices.
- Mathematical Calculations: Mahalanobis’s strategy involved employing complex mathematical calculations to tackle the extensive data generated from surveys. By utilizing digital computers, he aimed to streamline and expedite the process of analyzing large-scale datasets, enabling effective planning and decision-making.
- Built-in Cross-Checks: Mahalanobis was inspired by Kautilya’s Arthashastra and introduced the concept of built-in cross-checks in his surveys. This approach aimed to ensure data accuracy and reliability, minimizing errors and contradictions in the collected data. These cross-checks were implemented to enhance the quality control of statistical analysis and maintain the integrity of the findings.
Advantages of Big Data
- Improved Decision-Making: Big Data analytics provides organizations with valuable insights and patterns derived from vast amounts of data. These insights support data-driven decision-making, enabling organizations to make informed and evidence-based choices that can lead to improved outcomes.
- Enhanced Customer Understanding: Big Data allows organizations to gain a deeper understanding of their customers. By analyzing large and diverse datasets, businesses can identify customer preferences, behavior patterns, and trends, enabling personalized marketing strategies, product development, and customer experiences.
- Operational Efficiency: Big Data analytics can optimize operational processes by identifying bottlenecks, inefficiencies, and areas for improvement. By analyzing data from various sources, organizations can streamline workflows, reduce costs, and enhance productivity.
- Innovation and New Product Development: Big Data insights can drive innovation and the development of new products and services. By analyzing market trends, consumer demands, and competitive landscapes, organizations can identify opportunities for innovation and create products tailored to specific market needs.
- Fraud Detection and Security: Big Data analytics can help in detecting and preventing fraudulent activities. By analyzing patterns and anomalies in data, organizations can identify potential fraud or security breaches in real-time, reducing financial losses and protecting sensitive information.
- Personalized Marketing and Customer Experience: Big Data enables targeted and personalized marketing campaigns. By analyzing customer data, organizations can segment their audience, deliver customized messages, and create personalized experiences that resonate with individual customers.
- Improved Healthcare and Public Health: Big Data analytics has the potential to revolutionize healthcare. By analyzing patient data, medical records, and clinical research, healthcare providers can make better diagnoses, develop personalized treatment plans, and identify public health trends for proactive interventions.
key challenges associated with Big Data
- Data Quality and Integrity: Ensuring the quality and integrity of Big Data can be a significant challenge. Data may contain errors, inconsistencies, and biases, which can adversely affect the accuracy and reliability of analyses and insights.
- Data Privacy and Security: The vast amount of data collected and stored in Big Data systems raises concerns about privacy and security. Safeguarding sensitive information and preventing unauthorized access or data breaches require robust security measures and compliance with privacy regulations.
- Data Storage and Management: Storing and managing large volumes of data can be complex and costly. Big Data requires scalable and efficient storage solutions, including distributed storage systems and cloud-based platforms. Managing data across various sources and formats also poses challenges.
- Data Processing and Analysis: Processing and analyzing massive datasets in a timely manner can be computationally intensive and time-consuming. Traditional data processing tools and techniques may not be suitable for handling Big Data, requiring the use of specialized frameworks, algorithms, and infrastructure.
- Data Integration and Interoperability: Integrating and making sense of diverse data sources can be challenging due to differences in formats, structures, and semantics. Ensuring interoperability and data integration across systems and platforms is crucial for deriving comprehensive insights from Big Data.

Way forward: Mahalanobis’s potential approach to Big Data and AI
- Embrace Technological Advancements: Following Mahalanobis’s lead, it is crucial to embrace the latest technological advancements in handling Big Data. Continuously explore emerging technologies, such as advanced analytics tools, cloud computing, and distributed computing frameworks, to efficiently process and analyze large-scale datasets.
- Foster Statistical Expertise: Cultivate statistical expertise to navigate the complexities of Big Data. Invest in training programs and educational initiatives to develop a skilled workforce capable of extracting insights and interpreting the vast amounts of data generated. Promote interdisciplinary collaboration, involving statisticians, technologists, domain experts, and policymakers.
- Ensure Data Integrity and Quality: Establish robust data governance frameworks to ensure the integrity and quality of Big Data. Implement built-in cross-checks, validation processes, and quality control measures to enhance data accuracy, reliability, and transparency. Adhere to ethical guidelines to safeguard privacy, prevent bias, and address fairness in AI and Big Data applications.
- Encourage Ethical AI and Big Data Practices: Promote ethical AI and Big Data practices by integrating principles such as transparency, fairness, and accountability. Develop guidelines and regulations that address potential biases, discrimination, and privacy concerns. Foster a culture of responsible data use and continuous evaluation of AI systems to mitigate risks and ensure positive societal impact.
- Foster Collaboration and Interdisciplinary Approaches: Promote collaboration across disciplines, sectors, and organizations to leverage diverse expertise in tackling Big Data challenges. Foster partnerships between academia, industry, and government entities to encourage knowledge sharing, research collaboration, and the development of innovative solutions.
- Invest in Capacity Building and Education: Invest in educational programs and initiatives to build a skilled workforce capable of harnessing the potential of Big Data and AI. Promote data literacy and provide training opportunities to empower individuals and organizations to effectively collect, analyze, and interpret data. Support research and development in the field of AI and Big Data to drive innovation.
- Inform Evidence-based Decision-making: Advocate for evidence-based decision-making by integrating data-driven insights into policy formulation and resource allocation. Encourage policymakers to leverage Big Data analytics to understand societal trends, make informed decisions, and address pressing challenges effectively.
Conclusion
- Professor P.C. Mahalanobis’s legacy as a statistical luminary remains relevant in the age of Big Data and AI. His unique combination of perfectionism, tireless dedication, and visionary leadership positions him as an ideal candidate to handle vast amounts of data and embrace technological advancements for the betterment of humanity and national development. As India’s statistical landscape continues to evolve, the absence of Mahalanobis’s expertise and guidance is keenly felt
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Kerala Fibre Optical Network (KFON) and other such interventions by the government
Mains level: Prevalence and dimensions of the digital divide in India, Kerala Fibre Optical Network (KFON) project and its relevance to address the digital divide

Central Idea
- Digital poverty and exclusion persist despite the era of hyper-connectivity, leaving millions marginalized even in the wealthiest nations. In the United States, approximately 14.5 million people in rural areas lack access to broadband, exposing the stark reality of digital absence and leaving over 3 billion individuals on the fringes of the digital age. However, the state of Kerala in India has embarked on a pioneering initiative called the Kerala Fibre Optical Network (KFON) to bridge this digital divide.
Relevance of this topic:
*Although efforts are being made to bridge the gap, the digital divide in India remains a significant challenge. You can use the features of the KFON project as examples in your answer.
Kerala’s Progressive Digital Initiative: Kerala Fibre Optical Network (KFON)
- Recognizing Internet as a Citizen’s Right: In 2016, the communist-led state government of Kerala acknowledged internet access as a fundamental right, following the example of progressive nations like Finland, Costa Rica, and France.
- Establishment of the KFON Project: The KFON project aims to provide affordable and reliable internet connectivity to every household, government institution, and business entity in Kerala through the deployment of a fiber-optic broadband network.
- Targeting Economically Disadvantaged Households: The KFON project adopts a focused approach, starting with approximately 14,000 economically disadvantaged households in the state. These households will receive internet connectivity in the initial phase, addressing the digital divide from the grassroots level.
- Extending Connectivity to Remote Areas: Kerala’s KFON project goes beyond urban centers, reaching even the most remote regions and tribal hamlets, such as those in Wayanad. This ensures that connectivity reaches marginalized communities that have historically faced barriers to digital access.
- Free Internet Connections for Economically Disadvantaged: Over the course of the next 12 to 18 months, the KFON project aims to provide free internet connections to 2 million economically disadvantaged households, enabling them to access the benefits of digital connectivity without financial burden.
- Affordable Data Packages: Apart from free connections, the KFON project offers a range of affordable data packages for the remaining 6 million households in Kerala. These packages cater to different affordability levels, starting from as low as 300 rupees (£2.86) per month for a 20 Mbps connection, making digital access more accessible to a broader population.
- Infrastructure Development in Schools and Government Buildings: The KFON project includes the installation of necessary infrastructure in schools and government buildings. This ensures that educational institutions and public entities are equipped with the means to leverage digital connectivity effectively.
- Digital Literacy Campaigns: To ensure the effective utilization of digital connectivity, the Kerala government has initiated digital literacy campaigns at the grassroots level. Collaborating with local bodies, the aim is to empower individuals from marginalized communities with the necessary skills to navigate the online world and leverage digital resources for personal and professional development.

Impact of KFON project on Society
- Enhanced Healthcare Services: The availability of reliable internet connectivity through KFON enables improved access to telemedicine and remote healthcare services. People in remote areas can connect with healthcare professionals, receive consultations, and access medical information without the need for physical travel, leading to better healthcare outcomes, especially in underserved regions.
- Empowerment through Education: KFON’s connectivity in schools and educational institutions facilitates digital learning, e-learning platforms, and access to online educational resources. This empowers students with equal opportunities for quality education, regardless of their geographical location, and equips them with essential digital skills for the future.
- Skill Development and Employment Opportunities: Access to the internet provided by KFON opens doors to online skill development programs, vocational training, and employment opportunities. It enables individuals, especially from marginalized communities, to enhance their skills, access job portals, and explore entrepreneurial ventures, contributing to economic growth and reducing unemployment.
- Business and Entrepreneurship: KFON’s internet connectivity creates a conducive environment for businesses to thrive. Small and medium enterprises can expand their reach, engage in e-commerce, and access digital marketing channels. It also fosters entrepreneurship by providing a platform for aspiring entrepreneurs to launch and promote their startups.
- Digital Governance and E-Government Services: KFON’s connectivity strengthens digital governance and e-government initiatives. Citizens can access online government services, submit applications, pay bills, and participate in e-governance processes conveniently. This streamlines administrative procedures, reduces bureaucracy, and enhances transparency and efficiency in service delivery.
- Bridging Social and Economic Divides: By providing affordable and reliable internet connectivity to economically disadvantaged households, KFON plays a significant role in bridging social and economic divides. It ensures that individuals from marginalized communities have equal opportunities to access information, resources, and services, thus reducing inequality and promoting social inclusion.
Prevalence of the digital divide in India
- Limited Digital Literacy and Access: The Oxfam India report highlights that only about one-fifth of the Indian population can operate a computer or use the internet. This limited digital literacy and access contribute to the digital divide across different segments of society.
- Rural-Urban Divide: There is a significant disparity in internet usage between rural and urban areas. The report mentions that around 31 percent of the rural population in India uses the internet compared to 67 percent of the urban population, indicating a notable urban-rural divide.
- Educational Divide: The report points out the challenges faced by students in accessing digital resources for education. Only a small percentage of enrolled students have access to computers with internet connectivity, limiting their ability to leverage digital platforms for learning.
- Financial Inclusion Disparities: The report highlights disparities in digital payment facility usage, indicating that the richest 60 percent of Indians are four times more likely to use digital payment services than the poorest 40 percent. Financial inclusion gaps exacerbate the digital divide, particularly among economically disadvantaged groups.
- Household Disparities: The report highlights significant differences in computer and internet access between the poorest and richest households. The poorest 20 percent of households have limited access to computers and the internet, while the richest 20 percent enjoy higher rates of access.
- Gender Divide: The gendered digital divide in India is prominent, with a wide gap of 40.4 percent between internet usage among men and women. This gender disparity limits digital access and opportunities for women, particularly in rural areas.

How KFON project can contribute to address the digital divide in India?
- Bridging the Connectivity Gap: The KFON project aims to provide affordable and reliable internet connectivity to every household, government institution, and business entity in Kerala. By ensuring widespread access to high-speed internet, KFON helps bridge the connectivity gap that exists between urban and rural areas, as well as economically disadvantaged communities.
- Rural Outreach: The KFON project extends its network to even the most remote areas, including tribal hamlets in Kerala. By bringing internet connectivity to these underserved rural regions, KFON addresses the urban-rural digital divide and ensures that residents in these areas can access the same digital opportunities as their urban counterparts.
- Affordability and Inclusion: KFON’s approach includes providing free internet connections to economically disadvantaged households and offering affordable data packages to others. This helps address the affordability barrier that often limits digital access for marginalized communities. By making internet services accessible and affordable, KFON ensures that more people can participate in the digital ecosystem.
- Digital Literacy Initiatives: KFON complements its infrastructure development with digital literacy campaigns at the grassroots level. By addressing digital literacy gaps, KFON enables users to make the most of the connectivity provided and enhances their overall digital inclusion.
- Multi-sector Impact: The KFON project’s extensive infrastructure and connectivity have a multiplier effect on various sectors, including education, healthcare, skill development, and business opportunities. By promoting digital inclusion in these sectors, KFON contributes to reducing the disparities caused by the digital divide. It helps ensure that individuals and communities have equal access to educational resources, healthcare services, employment opportunities, and digital tools for economic growth.
- Role Model for Replication: The KFON project’s success and approach can serve as a role model for addressing the digital divide in other parts of India. By showcasing the benefits of bridging the digital divide, KFON encourages other entities to prioritize digital inclusion and work towards reducing disparities in digital access and opportunities.
Conclusion
- Digital poverty and exclusion persist worldwide, hindering access to crucial resources and opportunities. As discussions on digital public infrastructure gain momentum, Kerala’s achievements demonstrate the power of political will and innovative thinking in bridging the digital divide and fostering equitable development.
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Note4Students
From UPSC perspective, the following things are important :
Prelims level: Climate financing mechanism, institutions and development in news
Mains level: Issues related to climate financing
Central Idea
- The National Bank for Financing Infrastructure and Development (NaBFID) plays a crucial role in alleviating the challenges associated with implementing the National Monetisation Pipeline (NMP) and financing projects in the National Infrastructure Pipeline (NIP). While NaBFID has made significant strides in disbursing loans to address India’s infrastructure needs, certain areas warrant careful consideration to ensure sustainable and climate-resilient development
Relevance of the topic
Climate finance for sustainable infrastructure and low carbon economy
What is National Bank for Financing Infrastructure and Development (NaBFID)?
- The National Bank for Financing Infrastructure and Development (NaBFID) is a specialized financial institution established by the Government of India.
- NaBFID is responsible for providing financial assistance, loans, and credit facilities to infrastructure projects across sectors such as transportation, energy, water and sanitation, urban development, and social infrastructure.
- It focuses on supporting projects that contribute to sustainable development, climate resilience, and inclusive growth.
- One of the key objectives of NaBFID is to implement the National Monetisation Pipeline (NMP) and finance projects outlined in the National Infrastructure Pipeline (NIP).
Financial risks associated with climate change
- Physical Risks: These risks are associated with the direct impact of climate change on physical assets and infrastructure. They include:
- Property Damage: Increasing frequency and intensity of extreme weather events like hurricanes, floods, and wildfires can cause significant damage to properties, leading to financial losses for property owners and insurers.
- Supply Chain Disruptions: Climate-related events can disrupt supply chains, causing delays, shortages, and increased costs for businesses.
- Asset Devaluation: Physical assets, such as properties located in areas prone to sea-level rise or extreme weather events, may lose value due to the increased risk associated with climate change impacts.
- Transition Risks: These risks arise from the transition to a low-carbon economy and the efforts to mitigate climate change. They include:
- Policy and Regulatory Changes: Governments implementing stricter environmental regulations or imposing carbon pricing mechanisms can impact the profitability and viability of certain industries, leading to financial losses for companies.
- Technology Disruptions: Rapid advancements in clean energy technologies and shifts away from carbon-intensive industries can render certain assets, such as fossil fuel reserves or outdated infrastructure, economically obsolete.
- Market Shifts: Changing consumer preferences and investor sentiment towards sustainability can result in shifts in market demand, affecting the profitability and market value of companies operating in carbon-intensive sectors.
- Liability Risks: These risks arise from legal and financial liabilities associated with climate change impacts. They include:
- Litigation and Legal Actions: Companies, particularly those in high-emission sectors, may face lawsuits and legal actions for their contribution to climate change or for inadequate adaptation measures.
- Insurance Claims: Increasing frequency and severity of climate-related events can lead to higher insurance claims, putting pressure on insurance companies and potentially increasing premiums for policyholders.
- Investor Lawsuits: Investors may file lawsuits against companies for failing to disclose climate-related risks, misrepresenting their environmental performance, or mismanaging climate-related risks, potentially resulting in financial settlements.
What is the need for Financing the green transition?
- Mitigating Climate Change: The transition to a low-carbon and sustainable economy is essential for mitigating the impacts of climate change. Green financing enables the deployment of renewable energy, energy efficiency measures, and other sustainable technologies that reduce greenhouse gas emissions. By redirecting financial resources towards green projects, we can accelerate the decarbonization of various sectors and limit global warming.
- Transitioning to a Sustainable Future: Green financing supports the development and implementation of sustainable practices across sectors. It promotes investments in clean energy, sustainable infrastructure, circular economy models, and environmentally friendly technologies. Financing the green transition is necessary to shift from resource-intensive and polluting practices towards more sustainable and resilient systems.
- Fostering Innovation and Economic Growth: Green financing stimulates innovation and drives economic growth. Investments in renewable energy, energy-efficient technologies, and sustainable infrastructure create new markets, industries, and job opportunities. It encourages research and development of cutting-edge technologies, positioning countries and businesses at the forefront of the green economy.
- Managing Environmental and Social Risks: Financing the green transition helps manage environmental and social risks associated with unsustainable practices. It supports projects that prioritize environmental stewardship, protect biodiversity, and promote social inclusivity. By integrating environmental and social considerations into financing decisions, we can mitigate negative impacts on ecosystems, communities, and vulnerable populations.
- Meeting Sustainable Development Goals: Green financing is aligned with the United Nations Sustainable Development Goals (SDGs). It supports the achievement of goals such as affordable and clean energy, sustainable cities and communities, responsible consumption and production, climate action, and biodiversity conservation. Financing projects that contribute to the SDGs is essential for creating a more equitable and sustainable future for all.
- Addressing Investor Demand and Risk Management: Increasingly, investors are demanding sustainable and responsible investment options. Green financing provides opportunities for investors to align their portfolios with environmental objectives and sustainability targets. It also helps manage financial risks associated with climate change and unsustainable practices by redirecting investments towards climate-resilient assets and projects.
- International Commitments and Agreements: Many countries have committed to international agreements like the Paris Agreement, which aims to limit global warming to well below 2 degrees Celsius. Financing the green transition is essential for countries to meet their climate commitments and contribute to global efforts to combat climate change.
How India is financing its green transition?
- International Climate Finance: India has been accessing international climate finance, including funds from multilateral development banks, climate funds, and bilateral partnerships. These funds support the implementation of climate mitigation and adaptation projects in India. For example, the Green Climate Fund (GCF) has provided financial assistance to India for renewable energy, sustainable urban development, and climate-resilient agriculture.
- National Clean Energy and Environmental Funds: India has established national funds to support the green transition. The National Clean Energy Fund (NCEF) was created to finance clean energy initiatives, energy efficiency projects, and research and development. Additionally, the National Adaptation Fund for Climate Change (NAFCC) supports climate adaptation and resilience projects.
- Domestic Banks and Financial Institutions: Indian banks and financial institutions are increasingly incorporating green financing into their portfolios. They provide loans, credit facilities, and investment products for renewable energy projects, energy efficiency initiatives, and sustainable infrastructure development. The Reserve Bank of India (RBI) has also encouraged banks to prioritize lending to the renewable energy sector.
- Green Bonds: India has witnessed a growth in green bond issuances, which enable the mobilization of capital specifically for climate-friendly projects. Indian entities, including government-backed institutions, corporations, and municipalities, have issued green bonds to finance renewable energy, energy efficiency, and sustainable infrastructure projects. The success of India’s sovereign green bond issuance has paved the way for further green bond investments in the country.
- International Cooperation and Partnerships: India collaborates with international partners to attract green investments and promote technology transfer. Collaborative initiatives such as the International Solar Alliance (ISA) aim to mobilize funding and facilitate the deployment of solar energy projects in India and other member countries.
- Renewable Energy Certificates and Incentives: The Indian government has implemented mechanisms such as Renewable Energy Certificates (RECs) and feed-in tariffs to incentivize renewable energy generation. RECs provide financial benefits to renewable energy producers, encouraging investment in clean energy projects.
- Energy Efficiency Financing: India has implemented various financing schemes to promote energy efficiency in industries, buildings, and the transportation sector. Initiatives like the Perform, Achieve, and Trade (PAT) scheme provide financial incentives and market-based mechanisms to encourage energy efficiency improvements.
- Collaborative Programs and Funds: India participates in collaborative programs and funds such as the Global Environment Facility (GEF) and the World Bank’s Clean Technology Fund (CTF). These platforms provide financial resources and technical assistance to support India’s green transition projects
Loopholes in National Infrastructure Pipeline (NIP)
- Insufficient Integration of Climate Resilience: The NIP’s focus on traditional grey infrastructure and limited integration of green and blue infrastructure is a significant loophole.
- Lack of Detailed Sectoral Needs Assessment: The NIP needs a more comprehensive and detailed assessment of sectoral needs to ensure that investments are targeted in the most critical areas. Without a thorough analysis of sector-specific requirements, there is a risk of misallocation of resources and insufficient prioritization of key infrastructure projects.
- Inadequate Private Sector Engagement: While the NIP recognizes the importance of public-private partnerships (PPPs), the experience with PPPs in India has been mixed. There have been instances of cost overruns, delays, and disputes in PPP projects.
- Limited Focus on Rural Infrastructure: The NIP primarily emphasizes urban infrastructure development, potentially neglecting the critical needs of rural areas. Addressing the infrastructure deficit in rural regions, including connectivity, healthcare facilities, and education, is essential for equitable development and inclusive growth.
- Financing Challenges: While NaBFID has made progress in disbursing loans, the flow of funds to sustainable projects and addressing climate-related challenges remains a significant hurdle. There is a need to enhance expertise in evaluating climate risks, correlating them with financial risks, and quantifying them accurately.
- Limited Transparency and Accountability: Ensuring transparency and accountability in the implementation of the NIP is vital. Clear monitoring and reporting mechanisms should be established to track project progress, expenditure, and outcomes.
Way forward
- Refine and Strengthen Mandate: NaBFID should refine its mandate to explicitly prioritize sustainable and climate-resilient infrastructure projects. This would provide a clear direction and enhance its impact on India’s green transition.
- Enhance Risk Management: NaBFID should continue to enhance its risk assessment and management capabilities. This includes integrating climate risk assessments, considering environmental and social risks, and adopting best practices for sustainable infrastructure financing.
- Foster Public-Private Partnerships: NaBFID should actively engage with the private sector and foster partnerships to attract private investments and leverage their expertise. This can be done through transparent and streamlined processes, risk-sharing mechanisms, and collaborative project planning.
- Promote Innovation and Technology: NaBFID can encourage innovation and the deployment of advanced technologies in infrastructure projects. This includes supporting research and development, promoting technology transfer, and incentivizing the adoption of clean and sustainable solutions.
- Strengthen Environmental and Social Safeguards: NaBFID should enforce robust environmental and social safeguards to ensure that infrastructure projects adhere to sustainable practices, respect community rights, and minimize negative impacts on ecosystems and vulnerable populations.
- Embrace Digitalization: NaBFID can leverage digital technologies to streamline processes, enhance efficiency, and improve monitoring and evaluation of infrastructure projects. This can include the use of data analytics, remote monitoring, and digital platforms for project management.
Conclusion
- To achieve sustainable and climate-resilient infrastructure development, NaBFID must address the gaps in integrating climate risk, enhance transparency and mainstream sustainability, and navigate the challenges associated with financial risks. By focusing on structural measures, engaging the private sector effectively, and harnessing innovative financial products, NaBFID can play a pivotal role in driving climate-resilient investments and integrating nature into decision-making processes
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