Note4Students
From UPSC perspective, the following things are important :
Mains level: Gender Budget; Vulnerable class issues;
Why in the News?
The Union Budget 2025-26 has increased funding for women-centric schemes to ₹4.49 lakh crore, a 37.25% rise from ₹3.27 lakh crore in the previous year. This increase remains significant even after accounting for an estimated inflation rate of 3.61%.
What are the major reasons for the underutilisation of funds allocated under the Scheduled Castes Sub-Plan (SCSP) and Tribal Sub-Plan (TSP)?
- Bureaucratic Delays and Complex Procedures: In many states, lengthy approval processes and multi-tiered administrative hurdles delay fund disbursement, preventing timely implementation of welfare schemes. The “Post-Matric Scholarship for SC/ST Students” often faces delays due to slow bureaucratic processing.
- Lack of Community Involvement in Planning: The absence of direct consultation with SC/ST communities results in schemes that do not align with their specific needs.
- In tribal areas, the lack of local representation has led to the failure of livelihood programs tailored for forest-based communities.
- Inadequate Awareness and Outreach: Many eligible beneficiaries are unaware of available programs due to poor dissemination of information. Despite a substantial allocation to the “Pradhan Mantri Adarsh Gram Yojana,” low awareness among SC/ST households has limited its reach.
- Underutilisation due to Misallocation: Funds intended for targeted development are often diverted to general welfare projects, reducing the impact on SC/ST communities. In some states, funds under the TSP have been used for infrastructure projects that do not directly benefit tribal populations.
- Digital and Procedural Barriers: The shift to digital application processes without adequate digital literacy programs has excluded many SC/ST beneficiaries. In Rajasthan, digitization of welfare schemes like “PVTG Development Programmes” has created barriers for those lacking internet access or digital skills.
Why is the lack of gender-disaggregated data within SCSP and TSP a major challenge in assessing the impact on SC/ST women?
- Inability to Measure Gender-Specific Outcomes: Without data distinguishing male and female beneficiaries, it’s challenging to evaluate the effectiveness of initiatives aimed at SC/ST women.
- For instance, literacy rates among SC women stand at 56.5%, and among ST women at 49.4%, compared to the national female literacy rate of 64.63%.
- Failure to Address Intersectional Disparities: SC/ST women experience layered discrimination based on caste, gender, and class. Without data distinguishing their experiences, policies fail to address these overlapping vulnerabilities.
- For example, in tribal areas, women’s access to maternal healthcare remains poor because gender-specific needs are not reflected in TSP allocations.
- Ineffective Policy Design and Implementation: The absence of gender-specific data prevents the government from designing targeted interventions and monitoring their effectiveness.
- In the Pradhan Mantri Awas Yojana (Gramin), there is no separate data on SC/ST women beneficiaries, making it difficult to assess if they are receiving adequate housing support.
How has digitalisation created new barriers for women, particularly those from marginalised communities?
- Limited Digital Literacy and Access: Many women from SC/ST and other marginalised groups lack basic digital skills, making it difficult to access welfare schemes and online services. For instance, beneficiaries of the Pradhan Mantri Jan Dhan Yojana often struggle to navigate digital banking platforms, leading to dependency on intermediaries.
- Exclusion Due to Lack of Digital Infrastructure: Poor digital infrastructure in rural and tribal areas limits women’s ability to participate in digital governance processes. For example, the Aadhaar-linked Public Distribution System (PDS) often fails to deliver benefits to women in remote regions due to biometric authentication issues.
- Increased Dependence on Intermediaries: Digital processes intended to reduce corruption have increased reliance on middlemen for those who cannot navigate online systems. For instance, women applying for the PM Ujjwala Yojana face difficulties completing online applications, forcing them to seek help and sometimes pay additional fees.
Case study: What lessons can be drawn from Kerala’s Kudumbashree mission to improve the effectiveness of gender budgets?
- Community-Led Participatory Approach: Involving women from the grassroots level in planning, implementation, and monitoring ensures that schemes address their real needs. For instance, Kudumbashree’s neighbourhood groups empower women to influence local budget decisions, ensuring better allocation and utilisation of resources.
- Transparent Monitoring and Accountability: Regular audits and community-based tracking improve fund utilisation and prevent leakages. For example, Kudumbashree’s micro-level monitoring system tracks welfare schemes, ensuring funds reach the intended beneficiaries and improving service delivery.
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Way forward:
- Strengthen Data Systems and Targeted Monitoring: Implement gender-disaggregated and caste-specific data collection within SCSP and TSP to track the impact on SC/ST women and address intersectional vulnerabilities effectively.
- Enhance Digital and Community Accessibility: Invest in digital literacy programs and community-based facilitation to ensure equitable access to welfare schemes, especially for women in rural and marginalised communities.
Mains PYQ:
Q Distinguish between gender equality, gender equity and women’s empowerment. Why is it important to take gender concerns into account in programme design and implementation? (UPSC IAS/2024)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Issues related to linguistic policies ;
Why in the News?
India faces a challenge in advancing global technology and promoting cultural nationalism.
What are the key contradictions between India’s linguistic policies and its ambitions for global technological leadership?
- Promotion of Global Tech Leadership vs. Linguistic Nationalism: While the government advocates for technological innovation and global collaboration (e.g., PM Modi’s co-chairing of the AI Action Summit in Paris), cultural nationalist groups like the RSS push to reject English and promote indigenous languages. Example: Maharashtra’s mandate to prioritize Marathi in government offices conflicts with the need for English proficiency in global tech and business environments.
- Dual Education System: Private schools emphasize English, preparing students for global opportunities, while most government schools focus on regional languages, limiting access to global knowledge. Example: Elite private-school graduates secure jobs in multinational tech firms, while students from regional-language schools face barriers in competitive industries like AI and software development.
- Language as Identity vs. Economic Pragmatism: While India debates language as a cultural marker, other countries treat English as a tool for economic advancement. Example: China and South Korea prioritize English proficiency to foster technological growth, whereas India’s linguistic nationalism hampers similar progress.
- Global Collaboration vs. Linguistic Isolation: Success in emerging fields like AI requires collaboration in English-led international forums, but domestic policies discourage its widespread adoption. Example: Israel mandates English alongside STEM education, enabling global research participation, while India’s restrictive policies hinder such integration.
- Access to AI and Digital Technologies: AI technologies are predominantly developed and documented in English, yet linguistic policies limit access for a majority of Indians. Example: Indian startups working on AI and machine learning struggle to scale globally due to the language barrier affecting workforce readiness.
Why is English proficiency considered crucial for India’s future workforce in the AI-driven economy?
- Access to Global Knowledge and Innovation: Most research papers, technical documentation, and AI frameworks are published in English. Without proficiency, Indian professionals face barriers to understanding and applying the latest advancements. Example: Cutting-edge AI models like GPT and TensorFlow are primarily documented in English, making it essential for developers to engage with and innovate using these tools.
- Enhanced Employment Opportunities: English is the dominant language in multinational companies and global tech ecosystems. Proficiency opens doors to better-paying jobs and international collaborations. Example: Indian engineers fluent in English are preferred by global tech giants like Google, Microsoft, and Meta for roles in AI development and data science.
- Participation in Global AI Governance and Policy: As AI evolves, international regulatory frameworks and ethical discussions are conducted in English. Without linguistic competence, India risks being sidelined in shaping global AI norms. Example: India’s ability to contribute to forums like the Global Partnership on AI (GPAI) depends on having experts who can engage in technical and policy dialogues in English.
Which regions in India demonstrate better educational and economic outcomes due to their multilingual approach?
- Southern States (Kerala, Karnataka, Tamil Nadu): These states follow a three-language policy (regional language, Hindi, and English) in schools, ensuring proficiency in English while preserving local identity. Example: Bengaluru in Karnataka is a leading global technology hub, attracting investments in AI and IT due to a highly skilled, multilingual workforce.
- Western States (Maharashtra, Gujarat): Urban areas in these states emphasize English-medium education alongside regional languages, enabling access to both domestic and international job markets. Example: Mumbai’s multilingual workforce supports thriving sectors like finance, media, and global trade, making it India’s economic powerhouse.
- Union Territories (Delhi, Chandigarh): The education system here integrates English, Hindi, and local languages, fostering linguistic adaptability and attracting businesses requiring bilingual professionals. Example: Delhi’s multilingual policies contribute to its prominence in sectors like legal services, information technology, and international commerce.
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Way forward:
- Balanced Language Policy: Implement a multilingual education framework that promotes regional languages while ensuring universal access to English from an early age to enhance global competitiveness.
- Inclusive Digital Ecosystem: Invest in translating AI resources and technical content into regional languages while encouraging English proficiency to bridge the linguistic divide in emerging technologies.
Mains PYQ:
Q Is diversity and pluralism in India under threat due to globalisation? Justify your answer.” (2019)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: GDP Growth;
Why in the News?
The rise in real and nominal growth rates is expected to impact future economic growth plans and long-term strategies.
Recently, the National Statistical Office (NSO) has provided two types of data.
- Revised Annual GDP/GVA Estimates: Updated figures for Gross Domestic Product (GDP) and Gross Value Added (GVA) for the financial years 2022-23, 2023-24, and 2024-25, reflecting changes based on the latest economic data.
- Quarterly and Advance Estimates: GDP and GVA data for the third quarter (Q3) of 2024-25, along with the second advance estimates predicting the overall economic performance for 2024-25.
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Why have the real and nominal growth rates been revised upwards?
- Improved Sectoral Performance: Significant upward revisions in key sectors like manufacturing (by 2.4 percentage points) and financial, real estate, and related services (by 1.9 percentage points) contributed to higher GDP estimates.
- Higher Investment Contributions: Increased gross capital formation (GCF) in 2023-24 (10.5% growth) led to stronger economic activity, positively impacting overall GDP figures. Example: Real investment rate (Gross Fixed Capital Formation to GDP ratio) reached 33.4% in 2024-25.
- Stronger Consumption Demand: A rebound in Private Final Consumption Expenditure (PFCE) contributed to the upward revision, especially in sectors like trade and hospitality. Example: PFCE contribution to GDP increased to 5.3 percentage points in Q4, reflecting stronger consumer spending.
Which sectors experienced the maximum upward revision in growth?
- Manufacturing Sector: Revised upward by 2.4 percentage points, reflecting improved industrial production and better capacity utilization. Example: Manufacturing growth increased from 2.1% in Q2 to 3.5% in Q3 of 2024-25, indicating a gradual recovery.
- Financial, Real Estate, and Related Services: Revised upward by 1.9 percentage points, driven by increased financial activities and a stronger real estate market. Example: The growth in these services contributed significantly to the overall 9.2% GDP growth in 2023-24, up from the previous estimate of 8.2%.
What are the key challenges in achieving the implied fourth-quarter GDP growth of 7.6% for 2024-25?
- Weak Private Final Consumption Expenditure (PFCE) Growth: The required PFCE growth for achieving 7.6% GDP growth is 9.9%, which is historically high and challenging to sustain. Example: PFCE contribution fell from 4.3 percentage points in Q1 to 3.3 percentage points in Q2, leading to slower GDP growth of 5.6%.
- Insufficient Government Capital Expenditure: The government needs to spend ₹2.61 lakh crore in the last two months to meet the revised target of ₹10.18 lakh crore, which is significantly higher than the recent trend. Example: Average government capital expenditure during February-March (2021-24) was ₹1.81 lakh crore, making the target difficult to achieve.
- Slow Recovery in Manufacturing Sector: Despite some improvement, manufacturing growth remains sluggish at 3.5% in Q3, limiting its contribution to overall GDP. Example: Manufacturing growth in Q2 was only 2.1%, indicating continued structural weaknesses and reduced industrial output.
- Decline in Investment Contribution: The contribution of investment to GDP growth fell from 2.3 percentage points in Q1 to 1.8 percentage points in Q3, reducing overall economic momentum. Example: Gross capital formation growth dropped from 10.5% in 2023-24 to 5.8% in 2024-25, reflecting lower private sector investments.
- Global Economic Uncertainty: External factors like geopolitical tensions and fluctuating global demand can negatively impact exports and foreign investments. Example: Persistent global uncertainties in energy markets and supply chains may hinder India’s export-led growth in Q4.
What are the present policies of the Government in this regard?
- National Infrastructure Pipeline (NIP): Launched to invest approximately ₹111 lakh crore (US$1.4 trillion) in infrastructure projects from 2020 to 2025, focusing on energy, roads, railways, and urban development to stimulate economic growth.
- PM Gati Shakti Plan: Introduced to enhance multimodal connectivity by integrating various transportation modes, aiming to improve logistics efficiency and boost industrial productivity.
- Goods and Services Tax (GST) Rationalization: The government plans to reduce and simplify GST rates to alleviate the tax burden on businesses and consumers, fostering a more business-friendly environment.
- Energy Sector Reforms: Legislation has been approved to encourage oil and gas exploration. For example, Amendments to the Oilfields (Regulation and Development) Act of 1948: In December 2024, the Rajya Sabha approved amendments aimed at streamlining licensing processes and improving investor confidence.
- Establishment of a Coal Trading Exchange: India’s Coal Ministry is proposing a coal trading exchange to manage increased domestic coal production and facilitate competitive sales. This initiative aims to shift from a government-controlled sales model to a “many-to-many” platform for efficient price discovery.
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Way forward:
- Enhance Private Sector Participation: Implement targeted incentives and streamline regulatory processes to boost private investments in critical sectors like manufacturing and infrastructure. Example: Expanding the Production-Linked Incentive (PLI) scheme to emerging industries can drive long-term growth.
- Strengthen Consumption and Export Demand: Promote domestic consumption through targeted tax relief and social welfare programs while enhancing export competitiveness by supporting value-added manufacturing and reducing trade barriers. Example: Implementing sector-specific export promotion schemes can mitigate global uncertainties.
Mains PYQ:
Q Investment in infrastructure is essential for more rapid and inclusive economic growth.”Discuss in the light of India’s experience. (2021)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: India Sri Lanka relations;
Why in the News?
Last week, Bimal Rathnayake, the Leader of the House in Sri Lanka’s Parliament and the country’s Transport and Highways Minister, urged the Indian and Tamil Nadu governments to take strong action against illegal fishing in Sri Lankan waters.

How do domestic factors in both India and Sri Lanka influence their respective foreign policies concerning the fishing dispute?
For India:
- Livelihood Dependency and Economic Pressure: Thousands of fishermen in Tamil Nadu and Puducherry rely on fishing in the Palk Bay for their livelihoods. Limited fishing zones and declining fish stocks in Indian waters push them into Sri Lankan territory.
- Example: Fishermen from districts like Ramanathapuram and Nagapattinam regularly cross the International Maritime Boundary Line (IMBL) due to insufficient catch within Indian waters.
- Political and Electoral Pressures: Tamil Nadu’s regional parties, such as the DMK and AIADMK, often raise the fishing dispute to secure voter support, pressuring the central government to prioritize the issue in foreign policy.
- Example: Before elections, Tamil Nadu politicians routinely demand stronger diplomatic efforts to release Indian fishermen detained by the Sri Lankan Navy.
- Legal and Regulatory Constraints: Indian regulations, like the Tamil Nadu Marine Fishing Regulation Act (1983), restrict the use of mechanized boats close to the shore, limiting fishing areas and driving fishermen toward Sri Lankan waters.
- Example: The 1983 Act bans trawling within three nautical miles of the Indian coastline, making deeper Sri Lankan waters more attractive despite the legal risks.
For Srilanka:
- Protection of Northern Province Fishermen’s Livelihoods: Sri Lankan Tamil fishermen in the Northern Province rely on traditional fishing methods and face competition from Indian trawlers, which threatens their livelihoods.
- Post-Civil War Economic Recovery: The Northern Province, which was heavily affected by the civil war, is still recovering economically. Safeguarding local fishing areas is seen as vital for the region’s rehabilitation and economic stability.
- Example: The Sri Lankan government prioritizes protecting fishing zones to support the economic revival of communities affected by the civil war.
- Political and Nationalist Sentiments: There is domestic pressure on the Sri Lankan government to take a strong stance against perceived violations of territorial waters, especially from nationalist groups and local political parties.
- Example: In 2015, then-Prime Minister Ranil Wickremesinghe defended the Sri Lankan Navy’s actions against Indian fishermen, reflecting nationalist sentiments on protecting maritime boundaries.
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Why is resolving the “festering Palk Bay sheries dispute” considered crucial for the Tamil-speaking fishermen of Sri Lanka’s Northern Province?
- Protection of Livelihoods: Tamil-speaking fishermen in Sri Lanka’s Northern Province depend on local marine resources for their survival. Illegal fishing by Indian trawlers reduces fish stocks, threatening their primary source of income.
- Example: Frequent incursions by Indian fishermen using bottom trawling disrupt the local fishing economy, making it difficult for Sri Lankan fishermen to sustain their livelihoods.
- Environmental Sustainability: Bottom trawling by Indian fishermen causes severe damage to marine ecosystems, affecting fish breeding and long-term marine biodiversity.
- Example: The destruction of fish habitats due to bottom trawling reduces future fish yields, directly impacting the sustainability of fishing communities in the Northern Province.
- Socio-Economic Recovery Post-Civil War: The Northern Province is still recovering from the socio-economic impacts of Sri Lanka’s civil war. Protecting their fishing waters is vital for long-term economic stability and community rebuilding.
- Example: Ensuring exclusive access to local waters helps these communities rebuild their economy and strengthens their post-war rehabilitation efforts.
What role can India play in resolving the Palk Bay fishing dispute? (Way forward)
- Promoting Sustainable Fishing Practices: India can encourage and support its fishermen to adopt sustainable fishing methods, reducing the harmful impact of bottom trawling in Sri Lankan waters.
- Example: Expanding the Palk Bay deep-sea fishing scheme and integrating it with the Pradhan Mantri Matsya Sampada Yojana can help Indian fishermen transition to deep-sea fishing, reducing pressure on the Palk Bay region.
- Facilitating Bilateral Talks: India can work with Sri Lanka to resume and mediate talks between fishermen from both countries, fostering dialogue and finding mutually beneficial solutions.
- Example: India previously supported fishermen-level talks in 2016, which allowed both sides to voice concerns and seek collaborative solutions. Restarting such discussions can ease tensions.
- Strengthening Legal and Diplomatic Cooperation: India can strengthen legal frameworks and diplomatic channels to enforce maritime boundaries while ensuring the protection of its fishermen’s rights.
- Example: The Joint Working Group on Fisheries (established in 2016) provides a platform for both governments to discuss and implement measures to prevent illegal fishing and resolve disputes amicably.
Mains PYQ:
Q In respect of India-Sri Lanka relations, discuss how do mestic factors influence foreign policy. (2013)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Corruption, Red-tapism;
Why in the News?
Despite ongoing efforts to fight corruption, bureaucratic delays and bribery continue to be major obstacles to business growth in India.
What are the key sectors in India most affected by corruption and red-tapism, according to the “India Business Corruption Survey 2024”?
- Persistent Corruption and Bureaucratic Hurdles: Despite ongoing reforms, the India Business Corruption Survey 2024 reveals that 66% of businesses admit to paying bribes, with 54% coerced into doing so to expedite processes or secure necessary permits.
- Sectors like GST, income tax, and property registration remain particularly vulnerable to corrupt practices, posing significant challenges to business growth.
- Deterrent to Foreign Investment: According to the EY-FICCI survey, 80% of respondents view corruption as a major obstacle to Foreign Direct Investment (FDI) in India. This highlights the urgent need for comprehensive reforms to establish a transparent and predictable regulatory environment conducive to both domestic and international business.
- Incomplete Compliance Reforms: While the Jan Vishwas (Amendment of Provisions) Act, 2023 and the proposed Jan Vishwas 2.0 aim to decriminalise a combined total of around 280 provisions, over 20,000 provisions with imprisonment clauses remain unaddressed.
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What are the four new labour codes?
- Code on Wages (2019): Standardizes wage-related laws, including minimum wages, timely payments, and equal pay for equal work.
- Industrial Relations Code (2020): Simplifies rules on trade unions, industrial disputes, and employment terms, allowing fixed-term employment.
- Occupational Safety, Health, and Working Conditions Code (2020): Ensures safe working environments, better health standards, and welfare for all workers across industries.
- Code on Social Security (2020): Expands social security benefits like provident funds, insurance, and maternity benefits, including gig and platform workers.
Why is the implementation of the four new labour codes crucial for India’s business environment?
- Simplification of Labour Laws: The four labour codes consolidate 29 existing laws, reducing complexity and making it easier for businesses to understand and comply with legal requirements. For instance, companies no longer need to navigate multiple regulations for wages, as the Code on Wages standardizes definitions and payment rules across sectors.
- Enhancing Ease of Doing Business: By reducing regulatory overlaps and streamlining compliance, the labour codes cut down bureaucratic delays and corruption risks. For example, under the Occupational Safety, Health and Working Conditions Code, a single license can cover multiple locations, simplifying operations for large businesses.
- Greater Workforce Flexibility: The new codes allow for fixed-term employment, enabling businesses to manage workforce needs based on demand without lengthy contractual obligations. For instance, manufacturing firms can now hire temporary workers for seasonal production spikes without facing penalties under outdated laws.
- Ensuring Social Security for Workers: The Social Security Code extends benefits like provident funds and health insurance to gig and platform workers, expanding the safety net. For example, delivery personnel working for online platforms now qualify for social welfare schemes, improving job security and worker welfare.
How can a digital-first approach, such as the ‘One Nation, One Business’ identity system, reduce bureaucratic inefficiencies and corruption in India?
- Simplified Business Registrations and Compliance: Currently, businesses need multiple identifiers like PAN, GSTIN, CIN, and state-specific licenses, leading to duplication and delays.
- A ‘One Nation, One Business’ system would unify these into a single digital identity, reducing the need for repetitive filings and lowering the chances of officials demanding bribes for faster processing.
- Reduced Human Discretion and Corruption: Digital systems provide automated checks and real-time tracking of applications, minimizing manual intervention.
- Businesses applying for pollution control certificates or labour permits could do so online, reducing face-to-face interactions where unofficial payments are often demanded to expedite approvals.
- Faster Approvals and Increased Transparency: A unified digital platform, similar to DigiLocker, could store pre-verified documents accessible to all regulatory bodies.
- This would enable faster processing of approvals like property registrations or drug licenses, reducing the delays and informal payments typically required to move applications through bureaucratic bottlenecks.
What lessons can India learn from global governance models, such as the United States’ Department of Government Efficiency (DOGE)?
- Streamlined Regulatory Processes: The DOGE focuses on simplifying government procedures by reducing redundant regulations and consolidating compliance requirements.
- India could adopt a similar approach by rationalizing overlapping laws and implementing a single-window clearance system to minimize delays and reduce the scope for corruption.
- Enhanced Digital Integration: The DOGE promotes digital platforms for real-time monitoring and automated decision-making. India could enhance its Digital Public Infrastructure (DPI) by integrating regulatory databases.
- Performance Accountability: The DOGE enforces outcome-based assessments to measure the efficiency of public officials. India could implement performance metrics for government departments.
Way forward:
- Adopt a Unified Digital Governance Framework: Implement a National Business Identity System to integrate all regulatory processes (e.g., taxation, labour compliance, environmental clearances) under a single digital platform.
- Strengthen Institutional Accountability and Oversight: Establish an Independent Regulatory Oversight Body to monitor public service delivery using performance-based metrics.
Mains PYQ:
Q In the integrity index of Transparency International, India stands very low. Discuss briefly the legal, political, economic, social and cultural factors that have caused the decline of public morality in India. (UPSC IAS/2016)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Ethnic clashes; Internal Security;
Why in the News?
After months of struggling to manage the ethnic crisis, the Union government finally took action by removing the N. Biren Singh-led government in Manipur and imposing President’s Rule, hoping this change would bring peace and stability.
Who are the key stakeholders involved in the ethnic conflict, and what are their demands?
- Meitei Community: Seeks protection of territorial integrity and opposes any division of Manipur. Example: Meitei groups have opposed the creation of a separate Kuki-Zo administrative region, fearing it would fragment the State.
- Kuki-Zo Community: Calls for Union Territory status or a separate administrative arrangement to safeguard their identity and security. Example: Civil society organizations representing the Kuki-Zo people have warned against free movement unless their request for separate governance is met.
- Naga Community: Resists any move to carve out a separate region, as it could affect their ancestral lands and autonomy. Example: Naga groups have opposed the Kuki-Zo call for Union Territory status, fearing loss of their territorial claims.
- Union Government: Aims to restore law and order, maintain territorial integrity, and recover stolen arms. Example: After imposing President’s Rule, the government set a deadline for militant groups to surrender looted weapons and worked to reopen blockaded highways.
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What steps has the Union government taken to restore normalcy in Manipur after imposing President’s Rule?
- Weapon Recovery Drive: Initiated efforts to retrieve stolen weapons from non-State actors to curb violence. Example: Set a deadline for groups to return weapons looted from police armories, recovering nearly one-third of the 3,000 missing firearms.
- Clearing Highway Blockades: Worked to remove blockades on key highways to restore the free movement of goods and people. Example: Central armed police forces attempted to clear blockades in Kangpokpi district, though clashes resulted in one death and over 40 injuries.
- Strengthening Security Measures: Deployed additional central forces to control violence and secure vulnerable areas. Example: Increased the presence of paramilitary forces in both the hill and valley regions to prevent further ethnic clashes.
- Engaging in Dialogue: Encouraged talks with community representatives while rejecting violent and separatist threats. Example: Continued discussions with leaders from the Meitei and Kuki-Zo communities to find a peaceful resolution.
- Central Leadership Involvement: Called for the active engagement of senior government officials to address grievances and appeal for peace. Example: The Union Home Ministry and senior officials emphasized the need for dialogue and public appeals to restore calm and facilitate the return of displaced persons.
Why is the demand for Union Territory status or a separate arrangement for Kuki-Zo areas considered a dangerous move?
- Deepening Ethnic Divisions: Such a move could escalate tensions between communities, worsening the already fragile social fabric. Example: It may intensify hostility between the Meitei and Kuki-Zo groups, making reconciliation and long-term peace more difficult.
- Resistance from Other Communities: The proposal could face strong opposition from other ethnic groups, such as the Nagas, who also reside in the hill areas and have their own territorial interests. Example: Naga groups may view the creation of a separate Kuki-Zo region as a threat to their claims and autonomy, leading to new conflicts.
- Undermining Territorial Integrity: Fragmenting the state could weaken Manipur’s territorial integrity and set a precedent for further separatist demands. Example: Accepting such a demand could encourage other communities to seek similar autonomous arrangements, complicating governance and stability.
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Way forward:
- Inclusive Dialogue and Mediation: Facilitate continuous engagement with all ethnic groups to address grievances and promote mutual understanding through impartial mediation.
- Strengthening Law and Order: Intensify efforts to recover illegal weapons, enforce rule of law, and ensure equitable development to rebuild trust and maintain peace.
Mains PYQ:
Q Analyze internal security threats and transborder crimes along Myanmar, Bangladesh and Pakistan borders including Line of Control (LoC). Also discuss the role played by various security forces in this regard. (UPSC IAS/2020)
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From UPSC perspective, the following things are important :
Mains level: Regulation in education institutions;
Why in the News?
Various groups have raised concerns about the Draft UGC Regulations, 2025, which outline qualifications for appointing and promoting university teachers and aim to maintain standards in higher education.
What are the primary reservations expressed regarding the Draft UGC Regulations, 2025?
- Reduced Role of State Executives in V-C Appointments: The draft regulations limit the State government’s involvement in the search-cum-selection process, despite State universities being funded and established by State legislatures. Example: In the Gambhirdan K. Gadhvi vs State of Gujarat (2019) case, the Supreme Court ruled that State executive members cannot be part of the V-C selection committee, reducing their influence.
- Broadening of Eligibility Criteria for Vice-Chancellors: Expanding the eligibility to include individuals from public policy, government, and private sectors may dilute academic rigor and expertise. Example: Between 2010 and 2018, the UGC regulations required 10 years of professorship or equivalent academic experience, ensuring a focus on research-based qualifications.
Why has the Supreme Court of India ruled against the involvement of the State executive in the selection process of Vice-Chancellors?
- Ensuring Compliance with UGC Regulations: The Court upheld the UGC’s 2018 regulations, which specify that only a UGC representative, not a State executive member, should be included in the search-cum-selection committee. Example: In Professor (Dr.) Sreejith P.S vs Dr. Rajasree M.S. (2022), the Court invalidated the V-C’s appointment because the selection process did not follow UGC norms.
- Preventing Arbitrary Appointments: The Court held that allowing State executives to influence the selection process could lead to biased or politically motivated appointments, compromising merit-based selection. Example: In Dr. Premachandran Keezhoth vs The Chancellor, Kannur University (2023), the Court declared the V-C appointment void due to the involvement of the State executive, reinforcing the need for an independent selection process.
- Preserving Autonomy and Neutrality: The Court emphasized that the Vice-Chancellor’s appointment process should be free from political or administrative influence to maintain the academic institution’s autonomy and impartiality. Example: In Gambhirdan K. Gadhvi vs State of Gujarat (2019), the Court ruled that State executive members cannot be part of the selection committee to prevent undue influence.
Who are the key stakeholders affected by the proposed changes in the search-cum-selection process?
- State Governments and State Universities: The reduced role of State executives limits their ability to shape the leadership of State-funded universities, affecting regional educational priorities and innovation. Example: State governments argue that universities play a critical role in addressing local development needs, which may be overlooked if the selection process is centralized.
- University Governance Bodies: University executive bodies lose direct influence over the V-C selection, reducing their ability to align leadership with institutional goals and academic vision. Example: Central University statutes follow a similar model where the Chancellor, UGC, and university bodies are key decision-makers, excluding executive government officials.
- Academic and Non-Academic Professionals: The broadened eligibility criteria open leadership positions to individuals from non-academic backgrounds, changing the traditional focus on academic excellence. Example: The draft regulations allow candidates with experience in public policy or industry, which some argue may dilute the focus on academic scholarship.
Which options should be suggested to balance the State executive’s concerns? (Way forward)
- State Nominee with Specific Criteria: Permit the State executive to nominate one member to the search-cum-selection committee, provided the nominee is a distinguished academic with no active government role. Example: Similar to the Union Public Service Commission (UPSC) guidelines, the nominee could be a retired academic leader who is free from political affiliations.
- Increased Consultation Mechanism: Introduce a pre-selection consultation phase where the State executive provides inputs on regional needs without directly influencing the final selection. Example: The university executive could hold formal discussions with the State to ensure the selected V-C aligns with local educational and developmental goals.
Mains PYQ:
Q The quality of higher education in India requires major improvement to make it internationally competitive. Do you think that the entry of foreign educational institutions would help improve the quality of technical and higher education in the country. Discuss. (UPSC IAS/2015)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Issues related to employment;
Why in the News?
According to PLFS reports, employment in India is increasing, but the real wages of salaried workers have remained unchanged since 2019.
What are the key reasons behind the stagnation of real wages for salaried workers in India since 2019?
- Inflation Outpacing Wage Growth: Rising consumer prices (CPI) have eroded the purchasing power of salaries despite nominal wage increases. For example, Real wages for salaried workers in India were 1.7% lower in the June 2024 quarter compared to the June 2019 quarter (PLFS data).
- Excess Labour Supply and Declining Returns to Education: An oversupply of qualified workers has reduced the premium for higher education, limiting salary growth. For example, the share of self-employed workers increased from 53.5% in 2019-20 to 58.4% in 2023-24, indicating a shift from salaried roles due to a lack of opportunities.
- Depressed Private Sector Investment: Reduced corporate investment leads to slower job creation and wage stagnation. For example, India’s private sector investment-to-GDP ratio declined from 28% in 2011-12 to 21.1% in 2022-23 (Reserve Bank of India).
- Policy Shocks (Demonetisation and GST Impact): Economic disruptions from demonetisation (2016) and GST (2017) weakened small and medium enterprises (SMEs), affecting formal employment. For example, Formal employment fell, and salaried employment as a share of total workers dropped from 22.9% in 2019-20 to 21.7% in 2023-24 (PLFS data).
- Shift Toward Informal and Contractual Work: Companies increasingly rely on temporary and gig workers, offering lower pay and fewer benefits. For example, Casual labour wages increased by 12.3% (real terms) between 2019 and 2024, while salaried wages stagnated, reflecting a rise in informal work.
Why is the increase in wages for casual labour not considered a net positive for the economy?
- Lower Productivity Contribution: Casual labour typically involves low-skilled, irregular work with limited productivity gains. While wages may rise, the overall economic output does not grow proportionately.
- For example, the agriculture sector, which employs a large share of casual labour, contributed only 16% to India’s GDP in 2023-24 despite employing over 45% of the workforce (Economic Survey 2023-24).
- Informal Nature of Work: Casual jobs lack social security, health benefits, and job stability, leading to long-term economic insecurity despite wage increases.
- In India, 93% of the workforce remains in the informal sector with minimal social protection, contributing to economic vulnerability (ILO report, 2023).
- Wage-Price Spiral Risk: Rising wages in low-skilled sectors can increase the cost of goods and services, driving inflation without improving living standards.
- For instance, wage increases for casual farm labour contribute to higher food prices, intensifying retail inflation (CPI rose by 7.44% in July 2024, RBI).
- Limited Skill Development and Upward Mobility: Casual work offers fewer opportunities for training or career advancement, trapping workers in low-wage cycles despite nominal wage growth.
- The Periodic Labour Force Survey (2023-24) shows that only 2.4% of India’s workforce received formal vocational training, limiting skill-based upward mobility.
- Depressed Consumption and Savings Rates: Casual labourers typically earn subsistence-level wages, leaving little room for savings or significant consumption, which hampers long-term economic growth.
- Household savings as a share of GDP declined from 23.6% in 2011-12 to 18.1% in 2022-23, reflecting weak wage-driven consumption (RBI report).
When did real wages for self-employed workers begin to recover after the pandemic?
Real wages for self-employed workers in India began to recover after the pandemic in the quarters. Despite this recovery, as of the June 2024 quarter, real wages remained 1.5% lower than in the June 2019 quarter.
- Rural vs. Urban Disparities:
- Rural Areas: In rural regions, self-employed workers experienced a 3.02% increase in real wages during the same period.
- Urban Areas: Conversely, urban self-employed workers saw a decline of 5.2% in real wages compared to pre-pandemic levels.
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How have policy decisions like demonetization and the implementation of GST affected wage growth and employment patterns?
- Disruption of Informal and Small-Scale Enterprises: Both demonetisation and GST disrupted cash-dependent small and medium enterprises (SMEs), leading to job losses and reduced wage growth in the informal sector. Example: The share of salaried workers declined from 22.9% in 2019-20 to 21.7% in 2023-24 (PLFS data), indicating a shift away from formal employment.
- Shift Toward Informal and Gig Work: Policy shocks accelerated the transition from stable salaried jobs to informal, gig-based, and self-employed work, which generally offers lower pay and fewer benefits. Example: The share of self-employed workers increased from 53.5% in 2019-20 to 58.4% in 2023-24, reflecting a rise in informal employment (PLFS data).
- Slower Wage Growth and Employment Stagnation: Compliance burdens from GST and cash shortages from demonetisation constrained business operations, leading to slower wage increases across sectors. Example: Real wages for salaried workers were 1.7% lower in June 2024 compared to June 2019 (PLFS data), indicating stagnant wage growth despite economic recovery.
Way forward:
- Enhance Formal Employment and Skill Development: Promote labour-intensive sectors and incentivize formal job creation through targeted tax benefits and reduced compliance burdens.
- Strengthen Social Security and Wage Policies: Implement comprehensive social protection schemes for informal workers to ensure income stability and healthcare benefits.
Mains PYQ:
Q Besides the welfare schemes, India needs deft management of inflation and unemployment to serve the poor and the underprivileged sections of the society. Discuss. (UPSC IAS/2022)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: India-Mauritius relation;
Why in the News?
Prime Minister Modi will visit Mauritius on March 11-12, 2025, to strengthen relations with the new government and confirm India’s support for the island’s security and growth.
What are the key historical and cultural ties between India and Mauritius?
- Indentured Labor Heritage (1834 Onwards): Nearly 70% of Mauritians are of Indian origin, descendants of indentured laborers brought by the British to work on sugar plantations. Example: The Aapravasi Ghat in Port Louis, a UNESCO World Heritage site, marks the arrival point of Indian laborers.
- Shared Freedom Struggles: Sir Seewoosagur Ramgoolam, Mauritius’ first Prime Minister, worked closely with Netaji Subhas Chandra Bose during Bose’s stay in London (1919-21). Example: Sir Ramgoolam proofread Bose’s famous book “ The Indian Struggle” and received an autographed copy in appreciation.
- Linguistic and Cultural Preservation: Various Indian languages, including Bhojpuri, Tamil, Telugu, and Marathi, are actively spoken and preserved through cultural institutions. Example: The Mahatma Gandhi Institute (established in 1976) promotes Indian languages, arts, and culture in Mauritius.
- Religious and Festival Ties: Hinduism is practiced by over 48% of the population, and Indian festivals like Diwali, Holi, and Thaipusam are widely celebrated. Example: The Ganga Talao (Grand Bassin) pilgrimage site is considered sacred and draws thousands during Maha Shivaratri.
- Institutional and Diplomatic Links: India actively supports Mauritius through diplomatic and cultural outreach programs. Example: Mauritius hosts the World Hindi Secretariat, which is supported by India to promote the Hindi language globally.
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Why is maritime security cooperation between India and Mauritius crucial?
- Strategic Location in the Indian Ocean: Mauritius lies at a key maritime crossroads in the western Indian Ocean, making it vital for monitoring international shipping lanes and securing regional trade. Example: The Colombo Security Conclave (including India, Mauritius, Sri Lanka, Maldives, and Bangladesh) enhances cooperation to ensure maritime safety.
- Countering China’s Expanding Influence: With China increasing its presence in the Indian Ocean Region (IOR) through infrastructure projects and naval activities, India’s partnership with Mauritius helps balance regional power. Example: India’s Agaléga Island redevelopment supports surveillance and counters China’s maritime ambitions.
- Securing Exclusive Economic Zones (EEZs): Mauritius has an EEZ of 2.3 million sq. km, rich in marine resources. Collaboration ensures these areas are protected from illegal activities like fishing and piracy. Example: India’s INS Sarvekshak recently completed an ocean survey of 25,000 sq. km in Mauritius’ EEZ to enhance maritime mapping and security.
- Joint Surveillance and Intelligence Sharing: Surveillance cooperation enhances maritime domain awareness and secures trade routes against piracy, trafficking, and other threats. Example: Mauritius has access to India’s Information Fusion Centre-Indian Ocean Region (IFC-IOR) in Gurugram for real-time maritime intelligence.
- Humanitarian Assistance and Disaster Relief (HADR): Close maritime ties enable swift disaster response and the delivery of humanitarian aid in times of crisis. Example: India provided naval assistance to Mauritius during the MV Wakashio oil spill disaster in 2020.
Where has India invested in maritime infrastructure and security cooperation with Mauritius?
- Agaléga Island Development: India is redeveloping Agaléga Island to establish airstrips and port facilities for joint surveillance and maritime domain awareness. Example: This facility enhances monitoring of maritime traffic and strengthens anti-piracy and anti-smuggling operations.
- Coastal Radar Surveillance Network: India has installed a network of coastal radar stations in Mauritius to improve maritime security and real-time surveillance of the Indian Ocean Region (IOR). Example: This system helps track illegal maritime activities like smuggling and unauthorized fishing.
- Access to the Information Fusion Centre (IFC-IOR): India provides Mauritius access to its Information Fusion Centre – Indian Ocean Region (IFC-IOR), which enables intelligence sharing and coordinated maritime operations. Example: Mauritius can monitor maritime traffic, enhancing its ability to protect its Exclusive Economic Zone (EEZ) and respond to emerging threats.
What role does the Double Taxation Avoidance Agreement (DTAA) play in their economic partnership?
- Facilitating Foreign Investments: The DTAA between India and Mauritius prevents double taxation on income, encouraging foreign investments to flow through Mauritius into India. Example: As of March 2024, Mauritius remained India’s fourth-largest source of FPI, contributing ₹4.19 lakh crore, accounting for 6% of India’s total FPI of ₹69.54 lakh crore.
- Strengthening Mauritius as a Financial Hub: The agreement has helped Mauritius become a major international financial centre, particularly for investments into India and African markets. Example: Many private equity and venture capital funds use Mauritius as a base to invest in Indian businesses due to favorable tax treatment.
- Impact of Treaty Amendments on Investment Flows: In March 2024, India and Mauritius revised the DTAA to include the Principal Purpose Test (PPT), aiming to prevent treaty abuse and tax evasion. Following these amendments, FPIs withdrew ₹8,671 crore from Indian equities in April 2024, reflecting concerns over the revised tax implications.
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Way forward:
- Enhance Maritime Security Collaboration: There is a need to strengthen joint surveillance, intelligence sharing, and capacity-building initiatives to secure the Indian Ocean Region (IOR) and safeguard maritime trade routes.
- Deepen Economic and Financial Cooperation: The Government should adapt the DTAA framework to maintain investor confidence while fostering transparent, sustainable investment flows between the two nations.
Mains PYQ:
Q Why was indentured labour taken by the British from India to their colonies? have they been able to preserve their cultural identity over there? (UPSC IAS/2018)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Semiconductor Industry;
Why in the News?
At the World Economic Forum in January, Electronics and IT Minister Ashwini Vaishnaw announced that India will produce its first locally made semiconductor chip this year.
What is the primary goal of India’s Semicon India Programme?
- Reduce Import Dependency: To decrease reliance on foreign countries for semiconductor chips used in electronics, automobiles, and communication devices.
- Boost Domestic Manufacturing and Innovation: To establish a strong domestic ecosystem for semiconductor fabrication, assembly, testing, and packaging (ATP). Example: Construction of the Dholera semiconductor fabrication facility in Gujarat by Tata Electronics in collaboration with Taiwan’s Powerchip Semiconductor Manufacturing Corporation.
- Enhance India’s Position in the Global Supply Chain: To integrate India into the global semiconductor value chain and attract investments from global tech giants. Example: The Tata Semiconductor Assembly and Test facility in Morigaon, Assam, is part of India’s effort to develop advanced chip packaging capabilities and reduce external reliance.
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How will it reduce import dependency on semiconductor chips?
- Local Production of Semiconductor Chips: Domestic manufacturing of chips will reduce the need to import critical components used in electronics and communication. Example: India’s first indigenously manufactured semiconductor chip is expected to be produced in 2024, cutting reliance on imports from countries like China and South Korea.
- Building Fabrication (Fab) Facilities: Establishing semiconductor fabrication plants allows India to produce advanced chips domestically. Example: The Dholera fabrication facility in Gujarat by Tata Electronics, in collaboration with Taiwan’s Powerchip Semiconductor Manufacturing Corporation will reduce the need for importing high-end chips.
- Developing Assembly, Testing, and Packaging (ATP) Capabilities: Setting up ATP units enables India to process raw semiconductor wafers into finished products locally. Example: The Tata Semiconductor Assembly and Test facility in Morigaon, Assam, will handle large-scale chip assembly and packaging, decreasing dependence on foreign ATP services.
- Diversifying Supply Chains and Strengthening Indigenous Innovation: Promoting research and development will encourage innovation in chip design and technology. Example: Investments in EDA software (Electronic Design Automation) and Core IP (patents) will enable India to design proprietary chips instead of relying on external technologies.
- Attracting Global and Domestic Investments: Incentives and policy support under the Semicon India Programme will attract both domestic and foreign semiconductor companies to manufacture locally. Example: Government partnerships with industry leaders like Tata Electronics and Foxconn encourage private investment in chip manufacturing, reducing future import needs
Where are the major semiconductor manufacturing and assembly facilities being constructed under the Semicon India Programme?
- Tata-PSMC Semiconductor Fab, Dholera, Gujarat: ₹91,000 crore investment for a fabrication unit with a capacity of 50,000 wafer starts/month, producing 28 nm compute and power management chips for EVs, telecom, defense, and consumer electronics.
- Tata TSAT ATMP Unit, Morigaon, Assam: ₹27,000 crore investment in an advanced packaging unit handling 48 million chips/day, catering to automotive, EV, telecom, and consumer electronics sectors.
- CG Power-Renesas-Stars ATMP Unit, Sanand, Gujarat: ₹7,600 crore investment for specialized chip manufacturing with a capacity of 15 million chips/day, focusing on consumer, industrial, automotive, and power applications.
- Micron Technology ATMP Unit, Sanand, Gujarat: $2.75 billion investment for a memory and storage chip assembly plant, expected to deliver the first chip by 2025, primarily for export.
- Kaynes Semicon OSAT Facility, Sanand, Gujarat: ₹3,307 crore investment in an outsourced assembly and test unit, aiming to produce 200 million chips annually by March 2025, focusing on power electronics and industrial uses.
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Why has the actual spending under the Semicon India Programme consistently fallen?
- Delays in Project Approvals: Lengthy evaluation and approval processes for semiconductor projects have slowed fund disbursement. For instance, the Tata and Micron projects faced regulatory and environmental clearance delays.
- High Capital-Intensive Nature: Semiconductor manufacturing requires significant upfront investment, and the government has struggled to allocate sufficient funds. For example, the revised estimate for FY24 dropped to ₹1,503.36 crore from the budgeted ₹3,000 crore due to financial constraints.
- Limited Domestic Expertise: India’s lack of advanced technological expertise in areas like chip design and fabrication has slowed implementation, resulting in underutilized budgets.
- Complex Global Partnerships: Collaboration with international firms, such as Powerchip Semiconductor Manufacturing Corporation, involves lengthy negotiations and compliance with global standards, delaying fund utilization.
- Infrastructure Bottlenecks: Inadequate supporting infrastructure (like power and water supply) at manufacturing sites has caused delays. For example, the Dholera facility required significant investments in infrastructure before full-scale construction could begin.
Way forward:
- Streamline Approval Processes and Policy Support: Implement faster clearance mechanisms and provide consistent policy incentives to accelerate project approvals and fund disbursement.
- Invest in Skill Development and Infrastructure: Enhance domestic expertise through specialized training programs and improve infrastructure at manufacturing hubs to ensure timely project execution.
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PYQ Relevance:
Q) Appropriate local community level healthcare intervention is a prerequisite to achieve ‘Health for All’ in India. Explain. (UPSC CSE 2018) |
Mentor’s Comment: UPSC mains have always focused on the ‘Health for All’ (2018) and primary health structure is a necessary precondition (2021).
No students enrolled in postgraduate (PG) medical pre-clinical courses like anatomy, biochemistry, physiology, forensic medicine, microbiology, and pharmacology at Vydehi Institute of Medical Sciences and Research Centre (VIMS), Bengaluru, until the second round of PG-NEET counselling.
Today’s editorial discusses the issues related to postgraduate medical seats. This content would help in GS Paper 2 and 3 in the mains paper.
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Let’s learn!
Why in the News?
Many postgraduate medical seats are vacant this year because students are choosing pre-clinical courses.
Why are postgraduate medical students reluctant to choose pre-clinical courses in Karnataka?
- Lack of Job Opportunities: Pre-clinical graduates cannot practice as doctors and are limited to working in laboratories, diagnostic centers, or as faculty. Example: Despite reducing tuition fees and offering job guarantees, private institutions like the Vydehi Institute of Medical Sciences struggle to fill pre-clinical seats due to limited employment avenues.
- Lower Salary Compared to Clinical Courses: Pre-clinical roles offer significantly lower remuneration than clinical practice, making them financially unattractive. Example: A clinical doctor can earn a higher salary working in hospitals or private practice, while pre-clinical graduates face salary stagnation in academic or lab-based roles.
- Limited Career Progression and Mobility: Clinical course graduates have the flexibility to work globally and in various healthcare sectors, while pre-clinical graduates are restricted to teaching or research roles. Example: An MD in General Medicine can practice as a physician anywhere, whereas an MD in Anatomy primarily qualifies for academic positions.
- High Capital Requirement for Self-Employment: Establishing independent diagnostic centers requires significant investment, which deters pre-clinical graduates from entrepreneurial ventures. Example: Diagnostic centers with advanced technology demand substantial startup costs, making it challenging for pre-clinical graduates to become self-employed.
- Persistent Seat Vacancies Reflect Low Demand: Consistent under-enrollment over the years signals a long-term disinterest in these courses. Example: In 2024-25, only 6 out of 104 MD Anatomy seats were filled in Karnataka, despite five rounds of counselling and reduced cut-off percentages.
What is the trend of student enrollment in PG medical courses at the all-India level?
- Substantial Increase in PG Medical Seats: The number of PG medical seats has risen from 31,185 before 2014 to 70,645 by the 2023-24 academic year, marking a 127% increase.
- Growth in Medical Colleges: The total number of medical colleges has expanded by 82%, from 387 before 2014 to 704 in 2023. This expansion has contributed to the increased availability of both undergraduate (UG) and PG medical seats.
- Rising Demand for Medical Education: The number of candidates aspiring to study MBBS grew from 16 lakh in 2019 to 24 lakh in 2024, reflecting a heightened interest in medical education.
- Improved UG to PG Seat Ratio: The ratio of UG to PG medical seats improved from 2.1:1 in 2018-19 to 1.9:1 in 2022-23, indicating better alignment between the number of medical graduates and available PG training opportunities.
- Emerging Challenges: Despite the increase in seats, challenges such as geographic disparities in seat distribution and concerns about the quality of education persist.
- For example, Karnataka has the highest number of PG medical seats, totaling 5,984, with a significant contribution from private institutions, but States like Arunachal Pradesh, Dadra and Nagar Haveli, Mizoram, and Nagaland currently do not offer PG medical seats.
What is the significance of pre-clinical courses?
- Foundation for Advanced Medical Practice: Pre-clinical courses (Anatomy, Physiology, Biochemistry) provide the scientific basis for understanding human biology and disease mechanisms. Example: The COVID-19 pandemic highlighted the importance of biochemistry in vaccine development and understanding viral behavior.
- Essential for Medical Education and Training: These courses are crucial for training future doctors, ensuring they understand the human body before clinical practice. Example: Medical schools worldwide adopted virtual anatomy labs during the pandemic, enhancing remote learning and maintaining education continuity.
- Innovation in Diagnostic and Therapeutic Techniques: Pre-clinical research drives advancements in diagnostic tools and medical treatments. Example: Advances in physiology have contributed to wearable health devices like continuous glucose monitors for diabetic patients.
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How has the National Medical Commission (NMC) addressed the issue of unfilled PG medical seats in Karnataka?
- Reduction of NEET-PG Cut-off Scores: In an unprecedented move, the NEET-PG 2023 cut-off was reduced to zero, making all candidates who appeared for the exam eligible for PG medical programs. This decision aimed to expand the pool of eligible candidates and fill vacant seats across various specialties.
- Guidelines for Interstate Posting Under District Residency Programme: The NMC issued directives emphasizing strict adherence to the Post-Graduate Medical Education Regulations, 2023.
- These guidelines facilitate the interstate posting of PG medical students under the District Residency Programme, ensuring a more even distribution of medical professionals and addressing regional disparities in seat occupancy.
- Monitoring and Rectifying Seat Allocation Discrepancies: The NMC has been proactive in addressing discrepancies between its records and those of state authorities. For instance, admissions to 23 PG medical seats in Bengaluru were put on hold due to mismatches between NMC and Directorate of Medical Education (DME) lists. Such actions ensure that seat allocations are transparent and accurate.
- Annual Increase of PG Seats: The NMC has facilitated the process for medical institutions to apply for an increase in PG seats for the academic year 2025-26. By inviting applications and setting clear guidelines, the commission aims to enhance the availability of PG medical seats, thereby reducing the likelihood of vacancies.
Way forward:
- Enhance Pre-Clinical Career Prospects: Introduce incentives like research grants, industry collaborations, and fellowship programs to improve career progression and salary prospects for pre-clinical graduates.
- Targeted Seat Distribution and Quality Monitoring: Implement region-specific seat allocation policies and strengthen regulatory oversight to ensure quality education and equitable access across underserved states.
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Natural disaster;
Why in the News?
Earlier this week, the Indian Army and Indo-Tibetan Border Police rescued 23 workers trapped under snow and ice after an avalanche in Mana village, Uttarakhand.
What were the key challenges faced by the rescue teams during the avalanche operation in Mana Village?
- Harsh Weather Conditions: The rescue teams operated under heavy snowfall and extreme cold at an elevation of 10,500 feet above mean sea level.
- Blocked Access Routes: Snow-blocked roads required the use of helicopters for evacuation, complicating logistics and delaying rescue efforts.
- Physical Exhaustion: Rescuers worked in near-continuous 60-hour shifts, demanding immense physical and mental stamina.
- Buried Structures: Containers housing workers were buried under several feet of snow, ice, and rock, making detection and extraction challenging.
- Limited Visibility and Navigation: Poor weather conditions hindered visibility, requiring the use of advanced technology like drone-based detection systems.
Why is Mana village particularly vulnerable to avalanches and other natural disasters?
- High-Altitude Location: Situated at 10,500 feet above sea level in the upper Himalayas, the village experiences heavy snowfall and extreme weather, increasing the risk of avalanches. Example: The recent avalanche buried containers under several feet of snow, making rescue operations challenging.
- Geological Instability: The Himalayan region is tectonically active, making the terrain prone to landslides, avalanches, and other natural hazards. Example: Frequent landslides during the monsoon season disrupt roads and infrastructure in Uttarakhand.
- Seasonal Climate Extremes: Harsh winters with severe snow accumulation create unstable snowpacks that can trigger avalanches. Example: Villagers traditionally migrate to lower areas like Gopeshwar during winter to avoid extreme weather risks.
- Construction and Human Activity: Ongoing infrastructure projects, such as road-building by the Border Roads Organisation (BRO), disturb the fragile environment and increase disaster risks. Example: Workers were caught in an avalanche while working on a BRO construction site.
- Proximity to Glacial Zones: Close to glacial areas where melting ice and shifting snowpacks heighten the probability of snow slides. Example: Melting glaciers in the region have previously triggered flash floods, like the 2021 Chamoli disaster.
What lessons can be learned from other hazardous environments?
- Enhanced Shelter Design for Safety: Use reinforced, insulated shelters designed to withstand extreme weather and heavy snow loads, similar to Antarctic research stations. Example: Antarctic research bases like the Amundsen-Scott Station use elevated, modular designs to prevent snow burial and provide long-term safety.
- Advanced Early Warning Systems: Implement real-time monitoring using satellite imaging, drones, and weather forecasting to detect potential avalanches and other hazards. Example: Switzerland’s avalanche warning system uses advanced sensors and weather models to alert communities and workers in mountainous areas.
- Comprehensive Safety Protocols and Training: Provide specialized safety training, emergency drills, and evacuation plans to workers in high-risk zones. Example: Oil platforms in the Arctic conduct regular safety drills and have rapid-response systems for extreme weather emergencies.
How could better infrastructure and safety measures reduce the risks faced by workers in high-altitude, disaster-prone areas? (Way forward)
- Improved Worker Shelters and Living Conditions: Construct insulated, avalanche-resistant shelters with emergency exits and heating systems to protect workers from harsh weather. Example: The Siachen Glacier military base uses reinforced prefabricated shelters designed to withstand extreme snow and sub-zero temperatures.
- Deployment of Real-Time Monitoring and Early Warning Systems: Use geospatial technology, drones, and automated weather stations to track snow accumulation and predict avalanches. Example: Japan’s snow monitoring system uses remote sensors to provide early warnings, reducing avalanche risks in mountainous areas.
- Enhanced Emergency Response Infrastructure: Establish permanent rescue facilities with specialized equipment (e.g., thermal detectors and rapid evacuation routes) for quicker disaster response. Example: The Alps region in Europe maintains well-equipped avalanche rescue stations, ensuring faster response times and reducing casualties.
Mains PYQ:
Q Differentiate the causes of landslides in the Himalayan region and Western Ghats. (UPSC IAS/2021)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Manufacturing sector;
Why in the News?
The rise in the services Purchasing Managers’ Index (PMI) to 59 in February has brought relief to investors and policymakers.
What is the Purchasing Managers’ Index (PMI)?
- The Purchasing Managers’ Index (PMI) is an economic indicator that measures the business activity in manufacturing and services sectors, indicating expansion if above 50 and contraction if below 50.
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What is the significance of the sharp rise in the services Purchasing Managers’ Index (PMI)?
- Indicator of Economic Expansion: A PMI reading above 50 signifies sectoral growth. The rise to 59 in February reflects a strong rebound in the services sector. Example: Increased demand for financial services and hospitality indicates higher consumer spending and business confidence.
- Boost to Investor Confidence: A higher PMI suggests a positive business environment, encouraging domestic and foreign investments. Example: Global investors may increase FDI in India’s technology and telecommunication sectors due to sustained growth signals.
- Job Creation and Income Growth: Growth in the services sector leads to higher employment opportunities and better wages. Example: The rise in IT services and healthcare sectors can create new jobs in software development and medical support.
- Balancing Manufacturing Weakness: A strong services PMI can offset slowdowns in manufacturing, ensuring overall economic stability. Example: Despite the manufacturing PMI falling to a 14-month low, growth in financial services has maintained economic resilience.
- Improved Fiscal Outlook: Higher activity in services increases tax revenues, improving the government’s ability to fund infrastructure and social programs. Example: Growth in e-commerce and logistics boosts GST collections, strengthening public finances.
Which major challenges to India’s services and manufacturing sectors?
As per the industry leaders and NASSCOM’s 2025 Strategic Review report, the major challenges are :
- Technological Disruption from Artificial Intelligence (AI): AI-driven solutions are transforming traditional business models, reducing revenue from new contracts, and reshaping hiring and training practices. Example: Automation in IT services is reducing the need for entry-level jobs, impacting employment growth.
- Global Protectionism and Rising Tariffs: Increasing reciprocal tariffs and trade barriers, particularly from major economies like the United States, pose a threat to export-oriented industries. Example: U.S. tariffs on Indian textiles and pharmaceuticals may reduce market competitiveness and profit margins.
- Slowdown in IT Sector Growth: India’s IT sector growth is expected to be 5.1% in FY25, a decline from its historical 16% CAGR, due to reduced demand and shifting client priorities. Example: Major IT firms report fewer large-scale outsourcing contracts as clients adopt in-house AI solutions.
- Geopolitical Uncertainty: Geopolitical tensions and supply chain disruptions increase business risks and operational costs. Example: Disruptions in the Red Sea trade route affect electronics and automotive supply chains.
- Potential U.S. Recession Risk: A U.S. economic slowdown could reduce export demand, significantly impacting both manufacturing and services, as the U.S. is India’s largest trading partner. Example: A U.S. recession may lead to fewer orders for Indian IT services, pharmaceuticals, and automotive components.
How could the reciprocal tariffs announced by the U.S. impact India’s manufacturing sector?
- Reduced Export Competitiveness: Higher import duties on Indian goods will increase prices in the U.S. market, making Indian products less competitive against local and other global manufacturers. Example: Indian textile exports to the U.S. could decline as higher tariffs make them more expensive compared to those from Vietnam or Bangladesh.
- Disruption of Supply Chains: Tariff barriers may affect cross-border supply chains, increasing production costs and causing delays in delivery. Example: Indian automotive components exported to U.S. manufacturers may face disruptions, affecting just-in-time production systems.
- Reduced Investment and Market Access: Tariffs create uncertainty, discouraging foreign direct investment (FDI) and limiting India’s access to the lucrative U.S. market. Example: Electronics manufacturers considering India as a production hub may shift investments to low-tariff countries to maintain U.S. market access.
Way forward:
- Diversify Export Markets: Strengthen trade ties with emerging economies (e.g., Africa, Southeast Asia) and regional blocs to reduce dependence on the U.S. market.
- Enhance Domestic Manufacturing Competitiveness: Promote Make in India, invest in advanced technologies, and offer export incentives to reduce costs and improve global market access.
Mains PYQ:
Q Do you agree that the Indian economy has recently experienced V-shaped recovery? Give reasons in support of your answer. (UPSC IAS/2021)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: India-Nepal relations;
Why in the News?
On February 16, a third-year female student from Nepal died by suicide at Kalinga Institute of Industrial Technology (KIIT) in Bhubaneswar.
What were the reasons behind the protests by Nepali students at KIIT, Bhubaneswar?
- Harassment and University Inaction: Nepali students protested after a third-year Nepali woman student died by suicide, allegedly due to harassment by a male student. Despite multiple complaints, the university failed to take action. Example: The deceased student had repeatedly reported the harassment to university authorities, but no substantial steps were taken to address her concerns.
- Forced Campus Eviction: KIIT ordered Nepali students to vacate the campus following the protests, which was viewed as an unjust punishment against the entire community. Example: Instead of addressing the harassment claims, the university’s eviction order further alienated Nepali students, leading to greater unrest.
- Demand for Justice and Fair Treatment: Students sought accountability for the harassment and fair treatment under the Indo-Nepal Peace Treaty of 1950, which ensures equal rights for Nepali citizens in India. Example: Protesters argued that the eviction violated Articles 6 and 7 of the treaty, which guarantee the right to residence and fair treatment.
Why is Nepal’s education system being influenced by the colonial legacy of British India?
- Affiliation with Indian Universities: Nepal’s first college, Tri-Chandra College (established in 1918), was affiliated with Indian universities (Calcutta and later Patna University), controlling courses, pedagogy, and examinations.
- Dependence on Indian Instructors: Early instructors in Nepal’s education system were trained in Indian universities, leading to the adoption of Indian academic frameworks.
- Limited Domestic Higher Education: Until Tribhuvan University was established in 1959, Nepal lacked postgraduate education, forcing students to seek higher education in India.
- Colonial Curriculum: The content of education remained heavily influenced by British India’s system, limiting the development of Nepal-centric academic discourse.
- Post-1950 Reforms: Efforts like the National Educational Planning Commission (1954) and New Education System Plan (1971) aimed to “Nepalise” the system, yet the intellectual field continued to be shaped by Indian education.
In what way is the KIIT incident linked to the Indo-Nepal Peace Treaty of 1950, especially Articles 6 and 7?
- Violation of Equal Treatment (Article 6): Article 6 of the Indo-Nepal Peace Treaty ensures that citizens of Nepal and India receive “national treatment” in each other’s territories. The directive for Nepali students to vacate the KIIT campus violated this provision by treating them differently based on their nationality.
- Infringement on the Right to Residence (Article 7): Article 7 grants Nepali citizens the right to reside in India without discrimination. KIIT’s order to vacate the premises directly infringed on this right, as it targeted Nepali students exclusively.
- Impact on Educational Access (Article 7): The Treaty allows Nepali citizens to pursue education in India without barriers. The disruption of academic activities and the evacuation order restricted their educational access, breaching this provision.
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Way forward:
- Strengthening Institutional Accountability: Ensure universities establish robust grievance redressal mechanisms to address harassment complaints promptly and impartially. Independent inquiry committees should be set up to investigate incidents, ensuring transparency and justice.
- Upholding Treaty Commitments: Indian institutions must align their policies with the Indo-Nepal Peace Treaty, guaranteeing equal treatment and the right to residence for Nepali students. Regular dialogue between Indian and Nepali authorities can help prevent future violations.
Mains PYQ:
Q Critically examine the Supreme Court’s judgement on ‘National Judicial Appointments Commission Act, 2014’ with reference to the appointment of judges of higher judiciary in India.(UPSC IAS/2017)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Implication of AI;
Why in the News?
Artificial Intelligence (AI) tools are being used more and more in classrooms worldwide.In India, a study by TeamLease EdTech last year found that over 61% of educators are using AI tools.
What are the key findings as per the TeamLease EdTech?
A study by TeamLease EdTech titled “Revolutionising Classrooms: The Impact of Generative AI on the Future of Education” surveyed over 6,000 educators across India, including school teachers and university professors.
- Widespread Adoption of AI Tools: Approximately 61.60% of educators are utilizing AI tools for teaching, preparation, and student engagement.
- Recognition of AI’s Transformative Potential: Around 64.87% of educators acknowledge that AI has the potential to transform learning experiences and personalize education.
- Preparation for an AI-Dominated Future: About 63.61% of educators believe that integrating AI is crucial for preparing students for a future where AI is prevalent.
- Advocacy for AI Regulation: A significant 87.85% of educators support government regulation and monitoring of AI development and application to address ethical implications.
- Need for Teacher Training in AI: Approximately 54.92% of educators express the need for AI training to ensure teachers are prepared for AI integration in education.
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What are the key concerns regarding the use of AI in education?
- Over-Reliance on AI and Reduced Critical Thinking: Students may become dependent on AI-generated responses, leading to a decline in their ability to critically analyze information. Example: If students use AI tools like ChatGPT for essay writing without verification, they may accept biased or inaccurate information without questioning it.
- Ethical and Privacy Issues: AI tools collect and store user data, raising questions about the privacy and security of sensitive academic information. Example: Using AI-powered platforms without adequate security may expose student data to third parties, violating privacy regulations like GDPR.
- Unequal Access and Digital Divide: Not all students and institutions have equal access to advanced AI tools, widening the educational inequality gap. Example: Rural schools with limited technological infrastructure may struggle to implement AI-based learning.
Why is it important for educational institutions to develop their own AI usage policies?
- Ensuring Ethical and Responsible AI Use: Clear policies guide the ethical use of AI, preventing misuse, plagiarism, and data breaches. Example: A university policy on AI-assisted research can outline acceptable use, ensuring students disclose AI-generated content in academic work.
- Protecting Student Privacy and Data Security: Policies help safeguard sensitive student information and comply with legal standards like GDPR or India’s DPDP Act. Example: Schools can restrict AI tools from accessing personal data by enforcing guidelines on how and when these technologies are used.
- Maintaining Academic Integrity and Fair Assessment: AI policies uphold the integrity of learning by defining appropriate AI use in assignments and assessments. Example: A school policy may allow AI for research assistance but prohibit its use in writing final exam essays to ensure fair evaluation.
When should AI tools be integrated into the curriculum?
- When Enhancing Personalized Learning: AI tools should be introduced when they can tailor educational content to individual student needs, improving learning outcomes. Example: Adaptive learning platforms like Khan Academy or Duolingo can adjust the difficulty of lessons based on a student’s progress, offering personalized learning paths.
- When Supporting Skill Development for the Future: AI should be integrated when it helps students develop critical skills like data analysis, problem-solving, and digital literacy, which are essential for future careers. Example: Teaching AI programming using platforms like TensorFlow or Scratch can prepare students for careers in technology and data science.
- When Facilitating Innovative Teaching Methods: AI tools should be included when they enhance creative and interactive teaching approaches that traditional methods cannot achieve. Example: Virtual labs using AI simulations in subjects like biology or physics allow students to conduct experiments safely and repeatedly, improving comprehension.
How can educators balance the use of AI while fostering critical thinking and analytical skills in students?
- Aligning AI Tools with Specific Learning Outcomes: AI should be used when it directly supports and enhances the achievement of clearly defined educational goals. Example: If the objective is to improve analytical reasoning, AI-powered data visualization tools like Tableau can help students interpret complex datasets and draw meaningful insights.
- Enhancing Critical Thinking and Problem-Solving Skills: AI should be integrated when it fosters deeper learning by encouraging inquiry, creativity, and solution-oriented thinking. Example: AI-driven coding platforms like Scratch or Python Tutor can promote computational thinking and logical reasoning through hands-on programming tasks.
- Supporting Assessment and Feedback Mechanisms: AI should be used to provide timely, personalized feedback that aligns with the learning objectives and helps track student progress. Example: Automated grading systems like Grammarly or Turnitin can assist in assessing writing skills and offer constructive feedback to improve academic writing.
Way forward:
- Develop Comprehensive AI Literacy Programs: Equip educators and students with the skills to critically evaluate AI outputs, ensuring responsible and informed use.
- Establish Clear, Adaptive AI Governance Frameworks: Implement dynamic policies that balance innovation with ethical standards, ensuring equitable access and academic integrity.
Mains PYQ:
Q Critically examine the Supreme Court’s judgement on ‘National Judicial Appointments Commission Act, 2014’ with reference to the appointment of judges of higher judiciary in India.(UPSC IAS/2017)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: India-USA relation;
Why in the News?
U.S. President Donald Trump criticised the high tariffs imposed by India and other countries, calling them “very unfair,” and announced that reciprocal tariffs would be implemented from April 2 on nations that levy duties on American goods.

What are the main reasons for imposing reciprocal tariffs on countries like India and China?
- High Import Tariffs Imposed by These Countries: The U.S. administration has expressed concerns over the substantial tariffs that nations such as India and China impose on American goods. For instance, India charges auto tariffs exceeding 100%.
- Trade Imbalances: The U.S. aims to address significant trade deficits with countries like China. By imposing reciprocal tariffs, the U.S. seeks to encourage these nations to reduce their tariffs and open their markets to American products, thereby promoting fairer trade practices.
- Protection of Domestic Industries: High tariffs from countries like China have adversely affected U.S. industries, particularly manufacturing and agriculture. The reciprocal tariffs are intended to protect these sectors from unfair competition and to support domestic employment.
Why did USA’s President emphasize that India “will not be spared” from the reciprocal tariff measures?
The U.S. President emphasized that India “will not be spared” from reciprocal tariff measures due to several key factors:
- High Tariffs Imposed by India on U.S. Goods: The U.S. argues that India imposes excessively high tariffs on American products, particularly in the automobile and agricultural sectors. Example: India levies over 100% import duty on U.S. motorcycles like Harley-Davidson, which the U.S. considers an unfair trade barrier.
- Trade Imbalance Between the U.S. and India: The U.S. has consistently faced a trade deficit with India, meaning India exports more to the U.S. than it imports. This imbalance is viewed as economically disadvantageous. Example: In 2023, the U.S. trade deficit with India was approximately $42 billion, prompting calls for more balanced trade relations.
- Market Access Restrictions: The U.S. claims India imposes non-tariff barriers and complex regulatory frameworks, limiting American companies’ access to the Indian market. Example: U.S. agricultural products such as dairy face strict Indian regulations on sourcing and labeling, restricting their market entry.
- Retaliation Against U.S. Tariff Policies: India has imposed retaliatory tariffs on several U.S. products in response to American tariffs on steel and aluminum. This reciprocal action has escalated trade tensions. Example: After the U.S. raised tariffs on Indian steel (25%) and aluminum (10%), India imposed tariffs on U.S. agricultural products like almonds and apples.
- Strategic Leverage in Trade Negotiations: By targeting major trading partners like India, the U.S. aims to pressure these countries into negotiating more favorable trade agreements. Example: The U.S. sought reduced tariffs on electric vehicles to facilitate the entry of companies like Tesla into the Indian market, using tariff threats as a bargaining tool.
What are the potential global trade implications of the U.S. imposing reciprocal tariffs?
- Escalation of Global Trade Wars: Reciprocal tariffs can trigger retaliatory measures from affected countries, leading to prolonged trade conflicts and increased global economic uncertainty. Example: After the U.S. imposed tariffs on Chinese goods under Section 301, China retaliated with tariffs on U.S. agricultural products, disrupting global supply chains and trade flows.
- Rising Costs for Consumers and Businesses: Increased tariffs raise the cost of imported goods, leading to higher prices for consumers and increased production costs for businesses reliant on global supply chains. Example: U.S. tariffs on Chinese electronics increased costs for American companies like Apple, which faced higher prices for components and devices.
- Disruption of Global Trade Agreements and Alliances: Imposing unilateral tariffs undermines multilateral trade frameworks like the World Trade Organization (WTO), weakening global cooperation and trade stability. Example: U.S. tariffs on European steel and aluminum strained transatlantic relations and led the EU to impose counter-tariffs on American motorcycles and bourbon.
How will it impact India?
- Widening of the Current Account Deficit (CAD): Higher U.S. tariffs on Indian exports can reduce foreign exchange earnings, leading to a wider CAD as export revenue declines while import costs remain unchanged or increase. Example: The U.S. withdrawal of GSP benefits in 2019 reduced India’s export competitiveness, contributing to a widened CAD of 2.1% of GDP in FY19 from 1.8% in FY18.
- Depreciation of the Indian Rupee: A higher CAD increases demand for foreign currency, putting pressure on the rupee’s value and causing depreciation, which raises the cost of imports like crude oil. Example: In 2018, after U.S. tariffs and India’s rising oil import bill, the rupee fell to ₹74 per USD, increasing inflation and making imported goods more expensive.
- Reduced Export Competitiveness: Higher tariffs on Indian goods in the U.S. market can make Indian products more expensive, reducing their competitiveness and affecting export-driven industries. Example: U.S. tariffs on Indian steel and aluminum (25% and 10%, respectively) in 2018 affected Indian exporters, leading to a decline in shipments and increased production costs.
- Disruption in Key Sectors: Industries such as pharmaceuticals, textiles, and auto parts—major contributors to India’s exports—could face higher barriers, impacting growth and employment. Example: U.S. withdrawal of Generalized System of Preferences (GSP) benefits in 2019 affected $6 billion worth of Indian exports, especially in textiles and jewelry.
Way forward:
- Bilateral Trade Negotiations: Strengthen diplomatic efforts to negotiate mutually beneficial trade agreements with the U.S., focusing on reducing tariffs and enhancing market access for key sectors like pharmaceuticals, textiles, and technology.
- Diversification of Export Markets: Reduce dependency on the U.S. by exploring new markets through regional trade agreements (e.g., Comprehensive Economic Partnership Agreements) and expanding in regions like Africa and Southeast Asia.
Mains PYQ:
Q “What introduces friction into the ties between India and the United States is that Washington is still unable to find for India a position in its global strategy, which would satisfy India’s National self-esteem. (UPSC IAS/2019)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Impact of AI;
Why in the News?
DeepSeek has disrupted the global tech industry and stock markets with its affordable artificial intelligence (AI) model.
How does DeepSeek’s low-cost AI model pose a threat to India’s dominance in the global IT sector?
- Cost Efficiency and Competitive Pressure: DeepSeek’s AI models, developed at a fraction of the cost compared to traditional models, could pressure Indian IT firms to reduce their prices, potentially impacting profit margins. For example, DeepSeek’s R1 model was built using less-advanced Nvidia H800 chips, significantly lowering development costs.
- Acceleration of AI Adoption: The affordability of DeepSeek’s models may lead to faster AI adoption globally, compelling Indian IT companies to integrate AI rapidly into their services to remain competitive. This swift integration could strain resources and require substantial upskilling of the workforce.
- Shift in Client Expectations: Clients may begin to expect more cost-effective AI solutions, challenging Indian IT firms to innovate and offer similar value propositions. This shift could disrupt traditional business models that rely on higher-cost infrastructures.
- Increased Global Competition: DeepSeek’s success might inspire other low-cost AI entrants, intensifying competition in markets where Indian IT firms have traditionally held strong positions. This could lead to a more crowded marketplace, making differentiation more challenging.
What lessons can Indian IT firms learn from DeepSeek’s approach to research and development (R&D)?
- Prioritize Long-term Innovation Over Short-term Gains: DeepSeek treated AI development as a secondary initiative, yet its investment in long-term innovation led to groundbreaking success. Indian IT firms should allocate resources to explore emerging technologies beyond immediate client needs.
- Utilize Surplus Capital for Experimental Projects: DeepSeek leveraged excess resources from its financial trading operations to invest in AI research. Indian IT companies can similarly channel surplus funds into experimental R&D, such as advanced AI and quantum computing.
- Invest in Talent and Advanced Research: DeepSeek’s success was driven by advanced AI expertise. Indian IT firms should actively recruit and retain top researchers, particularly those with specialized skills (e.g., PhDs in machine learning), to drive future innovation.
Why is increasing Gross Domestic Expenditure on R&D (GERD) crucial for India?
- Enhances Technological Competitiveness: Higher R&D spending fosters innovation, enabling India to compete globally in emerging technologies like AI, quantum computing, and biotechnology. Without increased GERD, India risks falling behind nations like China, which invests over 2.43% of its GDP in R&D.
- Drives Economic Growth and Job Creation: Increased R&D investment stimulates industrial innovation, leading to the development of new products, industries, and high-value jobs. Countries with higher GERD, like South Korea (4.93% of GDP), have seen robust economic growth driven by technological advancements.
- Reduces Dependence on Foreign Technologies: Greater domestic R&D investment strengthens self-reliance in critical sectors such as defense, healthcare, and clean energy. For instance, India’s investment in space technology through ISRO’s R&D has reduced dependency on foreign satellite services while enhancing national security.
Why is increasing Gross Domestic Expenditure on R&D (GERD) crucial for India?
- Strategic National Security Advancement: Quantum technology can revolutionize secure communications through quantum encryption, making data virtually unhackable. Countries like China have already developed quantum communication satellites, enhancing their cybersecurity capabilities.
- Global Competitiveness in Emerging Industries: Investing in quantum computing enables breakthroughs in industries like pharmaceuticals, finance, and logistics. For instance, quantum simulations can accelerate drug discovery by accurately modeling complex molecules.
- Reducing Dependence on Foreign Technology: Developing indigenous quantum capabilities reduces reliance on global tech giants for advanced computing solutions. India’s National Quantum Mission (NQM) aims to build quantum computers and communication networks, promoting self-reliance.
- Strengthening Scientific Collaboration and Talent Development: Quantum research encourages interdisciplinary collaboration and advanced skill development, attracting top scientific talent. India’s initiatives like the Quantum-Enabled Science & Technology (QuEST) program aim to build a skilled workforce and global research partnerships.
How can India balance the growth of both manufacturing and services sectors to foster innovation and economic competitiveness? (Way Forward)
- Promoting Synergy Between Manufacturing and Digital Services: Encourage the integration of advanced digital technologies (e.g., AI, IoT) in manufacturing to enhance productivity and global competitiveness. For instance, initiatives like “Make in India” combined with “Digital India” promote smart manufacturing and digital service exports.
- Investing in Skill Development for Both Sectors: Develop a workforce equipped with technical and digital skills to meet the demands of both manufacturing and service industries. Programs like the Skill India Mission train workers in emerging technologies, bridging the gap between traditional manufacturing and modern services.
- Strengthening R&D and Innovation Ecosystems: Foster public-private collaboration to drive research and innovation across sectors, ensuring technological advancements benefit both industries. For example, the Production Linked Incentive (PLI) scheme incentivizes domestic manufacturing while encouraging innovation in areas like electronics and pharmaceuticals.
Mains PYQ:
Q “The emergence of the Fourth Industrial Revolution (Digital Revolution) hasinitiated e-Governance as an integral part of government”. Discuss. (UPSC IAS/2020)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Role of UAE;
Why in the News?
The UAE’s potential role in supporting India’s ambition to become a global aviation powerhouse has been highlighted due to increasing collaboration between the two nations in the aviation sector.
What are the key challenges faced by the India-UAE aviation sector?
- Restricted Bilateral Air Service Agreements: Limited flight frequencies and destination access for both Indian and UAE carriers. Example: UAE airlines can operate flights to only 15 Indian cities, excluding key growth centers like Surat and Indore despite high passenger demand.
- Capacity Constraints and Rising Airfares: Limited flight slots lead to insufficient capacity, causing increased ticket prices. Example: During peak travel seasons, such as festivals or school holidays, airfares between India and the UAE surge due to restricted airline capacity.
- Limited Connectivity to Emerging Cities: Many Tier-2 and Tier-3 Indian cities lack direct UAE connections. Example: Business hubs like Visakhapatnam and Patna face limited or no direct international flights to the UAE, restricting trade and tourism.
- Inability to Meet Growing Passenger Demand: Rapid growth in Indian outbound travel is unmet by the current aviation framework. Example: Despite 4.5 million Indian tourists visiting the UAE in 2023, airlines struggle to increase operations due to bilateral restrictions.
- Missed Economic and Strategic Opportunities: Limited flight options restrict business engagement, investment, and tourism growth. Example: The Comprehensive Economic Partnership Agreement (CEPA) between India and the UAE aims to boost trade, but insufficient air connectivity hinders the free flow of goods and professionals.
Why is there a need for a modernized aviation strategy between India and the UAE?
- Meeting Rising Passenger Demand: A revised aviation strategy is crucial to handle the increasing flow of Indian travelers to the UAE. Example: For every 1% increase in passport holders, approximately 10 million additional Indian travelers are expected, which the current framework cannot accommodate.
- Lowering Airfares and Improving Access: Expanding bilateral agreements can boost flight availability, foster competition and reduce travel costs. Example: During peak seasons, limited flights cause sharp increases in ticket prices, making travel between India and the UAE expensive.
- Expanding Connectivity to Regional Cities: Modernising aviation policies can facilitate direct flights from Tier-2 and Tier-3 Indian cities to the UAE, enhancing regional growth. Example: Cities like Surat, Patna, and Visakhapatnam remain disconnected from the UAE, hindering trade, tourism, and cultural exchanges.
- Boosting Trade and Economic Cooperation: Improved air services can strengthen business ties and enhance trade between India and the UAE. Example: Despite the CEPA agreement aimed at fostering economic collaboration, restricted flight options limit the movement of professionals and goods.
- Advancing Aviation Infrastructure and Innovation: A modernized strategy encourages collaboration in aviation technology and infrastructure development. Example: UAE investments in India’s UDAN scheme can improve regional connectivity and support India’s goal to become a leading aviation hub.
Which Indian cities are currently excluded from UAE airline operations despite growing demand?
- Cities Not Fully Integrated: Emirates has not yet expanded its services to cities like Amritsar, Lucknow, and Goa Mopa, despite growing demand. These cities are not explicitly excluded but rather await service expansion due to current operational limitations and bilateral agreements.
- Bilateral Restrictions: The current bilateral agreements between India and the UAE limit the number of seats available for UAE airlines, which can restrict the expansion of services to new cities. While there are no specific cities excluded, the capacity constraints under these agreements affect the ability of UAE airlines to meet demand in various Indian cities.
What initiatives can the UAE undertake to support India’s ambition to become a global aviation powerhouse?
- Expanding Aviation Agreements: The UAE-India Comprehensive Economic Partnership Agreement (CEPA) aims to improve air travel and cargo transport between the two countries. Increasing the current limits to 134,000 weekly passenger seats and 4,000 tonnes of cargo through relaxed rules can boost trade and improve connectivity.
- Using UAE’s Logistics Strength: The UAE’s major airports, like Dubai International and Al Maktoum International, can help meet India’s growing air cargo needs.
- Working together can make cargo transport faster and more efficient between the two nations.
- Improving India’s Aviation Sector: India, as the third-largest domestic aviation market, can learn from the UAE to improve international flights and upgrade airport facilities.
Way forward:
- Enhancing Policy Frameworks: India can revise its aviation policies to allow greater flexibility in bilateral agreements, enabling increased flight frequencies and better access for UAE carriers.
Example: Updating the Open Sky policy for Gulf nations can promote competition, reduce airfares, and improve passenger services.
- Strengthening Aviation Infrastructure:India can invest in upgrading airport capacity, regional connectivity, and advanced Maintenance, Repair, and Overhaul (MRO) facilities to accommodate increased traffic.
Mains PYQ:
Q How will I2U2 (India, Israel, UAE and USA) grouping transform India’s position in global politics? (UPSC IAS/2022)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Gender Budget;
Why in the News?
The Union and State governments often express their commitment to women’s empowerment. One of the four main pillars of Viksit Bharat 2047 is women’s development.
What are the three components of the gender budget?
- Part A: Schemes with 100% allocation for women and girls. Example: Beti Bachao Beti Padhao – a scheme focused entirely on improving the welfare of girls.
- Part B: Schemes with 30% to 99% allocation for women and girls. Example: National Rural Health Mission (NRHM) – where a significant portion is directed toward maternal and child healthcare.
- Part C: Schemes with less than 30% allocation for women and girls (introduced in 2024-25). Example: Pradhan Mantri Kisan Samman Nidhi (PM-Kisan) – where a small portion benefits women, though the primary beneficiaries are land-owning farmers.
Why is the agricultural sector’s allocation under the gender budget considered ineffective for women?
- Land Ownership Inequality: Most agricultural schemes, like PM-Kisan, are land-linked, and since agricultural land is typically owned by men, women are excluded from direct benefits. Example: Pradhan Mantri Kisan Samman Nidhi (PM-Kisan) provides ₹6,000 per year to land-owning farmers, but women who work on the land without ownership do not qualify.
- Limited Focus on Women Farmers: There is insufficient funding for programs addressing the specific needs of women farmers, such as access to credit, training, and technology. Example: Schemes like the Mahila Kisan Sashaktikaran Pariyojana (MKSP), which focus on empowering women in agriculture, receive a smaller share of the gender budget.
- Exclusion from Decision-Making: Women in agriculture often lack legal and institutional representation, limiting their ability to influence policy decisions and resource allocation. Example: Despite women forming a significant share of the agricultural workforce, they are underrepresented in farmer producer organizations (FPOs) and cooperatives.
Who benefits the most from the Pradhan Mantri Kisan Samman Nidhi (PM-Kisan) scheme?
- Land-Owning Farmers: The primary beneficiaries of the PM-Kisan scheme are small and marginal land-owning farmers who receive ₹6,000 per year in three equal installments. Example: A male landowner with 2 hectares of cultivable land is eligible for the financial assistance under the scheme.
- Male Family Members: Since land ownership in India is predominantly male, the male head of the household typically receives the direct cash transfer, even when women contribute equally to agricultural work. Example: In patriarchal households, the registered male family member receives the PM-Kisan payments, excluding women working on the same land.
- Joint Landholders (Primarily Men): In cases of joint land ownership, the payment is usually disbursed to the registered owner, who is more often a man, rather than women co-owners. Example: If a piece of farmland is jointly owned by a husband and wife, the husband is more likely to be listed as the primary beneficiary.
Why are women often excluded from its advantages?
- Lack of Land Ownership: Women often do not hold legal ownership of agricultural land, making them ineligible for PM-Kisan benefits, as the scheme is limited to landowners. Example: A woman working on her family’s farmland cannot receive PM-Kisan payments if the land is registered in her husband’s name.
- Patriarchal Inheritance Practices: Customary inheritance laws and patriarchal norms often prevent women from inheriting land, limiting their access to direct agricultural benefits. Example: In many rural areas, agricultural land is passed down to sons, excluding daughters from ownership and thus from PM-Kisan benefits.
- Administrative and Documentation Barriers: Women face challenges in providing legal documents (such as land records or identity proof) required to register as beneficiaries under the scheme. Example: Widowed or single women who cultivate land but lack formal ownership documents are excluded from receiving financial assistance.
Way forward:
- Ensure Gender-Inclusive Land Reforms: Promote joint land titles for spouses and simplify the land registration process to increase women’s eligibility for schemes like PM-Kisan.
- Design Women-Centric Agricultural Programs: Introduce exclusive subsidies, credit access, and training for women farmers while increasing the allocation under gender-responsive schemes like Mahila Kisan Sashaktikaran Pariyojana (MKSP).
Mains PYQ:
Q Women empowerment in India needs gender budgeting. What are requirements and status of gender budgeting in the Indian context? (UPSC IAS/2016)
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Note4Students
From UPSC perspective, the following things are important :
Mains level: Impact of vulgar humour;
Why in the News?
Recently, the Supreme Court of India asked Solicitor General Tushar Mehta, representing the Central Government, to suggest regulatory measures to control the use of filthy language and vulgarity in online programmes.
What did the Supreme Court ask the Solicitor General to suggest regarding online programmes?
- The Supreme Court asked Solicitor General Tushar Mehta to propose “regulatory measures” to control the use of “filthy language” and “vulgarity” in online programmes.
- The regulatory framework should ensure that programmes adhere to the “known moral standards” of Indian society while maintaining freedom of speech and expression.
- These measures are intended to function as reasonable restrictions on free speech, focusing on decency and morality without imposing outright censorship. The court also sought input from stakeholders to facilitate a healthy debate on the issue.
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Why did the court emphasize the need for regulatory measures on humour and vulgarity?
- To Maintain Public Decency and Morality: The court stressed the need to uphold societal moral standards and prevent the spread of indecent content under the guise of humour. Example: The Supreme Court remarked that humour should be family-friendly and using filthy language is not a demonstration of talent.
- To Prevent Misuse of Free Speech: While protecting freedom of expression, the court emphasized reasonable restrictions to curb vulgarity and perversity in public content. Example: The court modified restrictions on YouTuber Ranveer Allahbadia, allowing him to broadcast but warned him to adhere to decency norms.
- To Protect Vulnerable Audiences: The court highlighted the need to shield minors and impressionable viewers from offensive and inappropriate humour. Example: The Solicitor General noted that the content of “India Got Latent” was unsuitable for public viewing due to its perverse nature.
- To Strike a Balance Between Creativity and Responsibility: The court underlined the fine line between creative humour and offensive language, ensuring content creators remain responsible. Example: Justice Surya Kant noted that talented comedians in India use ordinary words to produce humour without crossing moral limits.
- To Ensure Accountability of Online Platforms: The court called for regulatory oversight to ensure online platforms are held accountable for the content they broadcast. Example: The Bench urged the Solicitor General to suggest mechanisms to regulate vulgar content while respecting freedom of speech.
What impact does vulgar humour have on society?
- Erosion of Social and Moral Values: Frequent exposure to vulgar humour desensitizes people to offensive language and inappropriate behavior, weakening social norms. Example: Shows that rely on sexual innuendos or crude jokes may normalize disrespectful behavior towards women and marginalized groups.
- Negative Influence on Youth: Young audiences imitate vulgar humour, leading to disrespect, bullying, and a casual attitude toward serious issues. Example: Viral videos promoting explicit jokes can shape adolescent speech patterns, fostering insensitivity in social interactions.
- Public Backlash and Social Division: Vulgar humour offends religious, cultural, or social groups, causing outrage and polarization in society. Example: Comedians making derogatory remarks about religious practices have faced protests, legal action, and censorship demands.
- Undermining Respect for Institutions: Crude jokes about public figures or institutions diminish trust and disrespect toward authorities and legal systems. Example: Vulgar portrayals of political leaders can foster cynicism and weaken public faith in governance.
- Legal and Regulatory Consequences: Vulgar content violates decency laws and leads to legal penalties or censorship under frameworks ensuring public morality. Example: YouTuber Ranveer Allahbadia faced legal scrutiny and temporary broadcast bans due to vulgar content on his show.
Way forward:
- Establish a Clear Regulatory Framework: Develop a transparent and balanced regulatory mechanism that sets clear guidelines for online content, ensuring decency and morality while protecting freedom of speech. Example: The government can establish a self-regulatory body for digital content, similar to the Broadcasting Content Complaints Council (BCCC) for television.
- Promote Responsible Content Creation: Encourage content creators to adopt ethical standards and self-regulation through awareness campaigns and guidelines that differentiate between humour and vulgarity. Example: Platforms like YouTube and OTT services can implement content advisories and age-appropriate ratings to safeguard vulnerable audiences.
Mains PYQ:
Q How have digital initiatives in India contributed to the functioning of the education system in the country? Elaborate your answer (UPSC IAS/2020)
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