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GS Paper: GS2-13.Issues relating to development and management of Social Sector/Services relating to Health, Education, Human Resources.

  • The crucial aspect of development process has been the inadequate attention paid to Human Resource Development in India. Suggest measures that can address this adequacy.

    Human Resource Development refers to the strategic investment in education, health, and skills to empower individuals, foster productivity, and ensure sustainable national growth.

    Inadequate Attention to HRD in India

    Stagnant Public Spending: Education spending is ~2.9% of GDP (2024-25), far below the 6% target set by NEP 2020. (Economic Survey 2025-26)

    Learning Poverty Paradox: ASER 2024 reports that only ~43% of Class V students can read a Class II-level text.

    Acute Skill Mismatch: Only 56.35% of Indian graduates were found employable by industry standards in 2026. (India Skills Report 2026)

    Chronic Nutrition Crisis: 35.5% of children under five are stunted, affecting long-term human capital. (NFHS-5)

    Gender Participation Gap: Female Labour Force Participation Rate (FLFPR) stands at 32.7% compared to over 75% for males. (PLFS 2024-25)

    The Persistence of Digital Divide: Unequal access to tech-enabled learning alienates rural and economically vulnerable students.

    Vocational Stigma: Less than 5% of the workforce has formal vocational training. (NSDC 2024)

    Healthcare Infrastructure Gaps: Public health spending remains around 2.1% of GDP. (NHP recommended 2.5%)

    Mental Health Neglect: Rising student anxiety and workplace burnout are modern HRD barriers.

    Brain Drain: Failure to provide high-end research infrastructure leads to the flight of top-tier talent.

    Measures to Address HRD Inadequacy

    Capability Approach – increase spending on Health (2.5%of GDP) and Education (6% of GDP)

    Foundational Literacy Focus: Prioritize the NIPUN Bharat Mission to ensure every child achieves grade-level competency

    Vocational-Academic Integration: Mandate vocational training in secondary schools to bridge the gap between schooling and work. (NEP, 2020)

    Strengthening Primary Health: Expand the Ayushman Bharat Health and Wellness Centres to ensure preventative care is a “right.”

    Bridging the Digital Gap: Use BharatNet Phase-III to provide high-speed fiber connectivity to every rural school.

    Empowering Women Workers: Provide safe transport, childcare, and flexible work to boost female participation. Eg: Karnataka’s Shakti Yojan and free higher education for girls.

    Institutionalizing Mental Wellness: Make Socio-Emotional Learning (SEL) a core part of the school and office curriculum.

    R&D and Innovation Hubs: Establish the National Research Foundation (NRF) to fund deep-tech innovation and retain high-end talent.

    By integrating health, education, and skills into a holistic HRD framework, India can achieve inclusive growth and the vision of a developed nation by 2047.

  • Skill development programs have succeed in increasing human resources supply to various sectors. In the context of the statement analyze the linkages between education, skill and employment.

    Education, skill, and employment form the triad of human capital formation, driving productivity and inclusive growth.

    Education-Skill-Employment Linkages

    Education as Foundation: provides cognitive abilities, literacy, and numeracy, forming the base for advanced skill acquisition. Eg- NEP 2020 integrates vocational exposure from Class 6

    Formal education develops critical thinking, problem-solving abilities, and soft skills like communication and teamwork, essential for the workplace.

    Skill as Bridge: transforms theoretical knowledge into practical competence needed by industries. Schemes like PMKVY and DDU-GKY create job-ready youth.

    Employment as Outcome: Skilled and educated individuals meet the sectoral demands in manufacturing, services, and digital sectors, ensuring sustainable livelihoods.

    Circular Relationship:

    Employment reinforces education and upskilling through continuous learning.

    Promotes innovation, productivity, and entrepreneurship, especially in MSME and start-up ecosystems.

    Challenges

    Mismatch between academic curricula and industry needs.

    Regional disparity in training infrastructure.

    Lack of soft skills and digital literacy.

    Lack of continuous updating of curriculum to match evolving industry needs.

    Challenges in ensuring high-quality training and certification aligned with industry standards.

    Fragmented implementation (In-silos approach) of schemes like PMKVY, PM-NAPS, and JSS

    Low Formal Skill Penetration – Only 4.7% of India’s workforce has received formal vocational training (NSDC, 2025), compared to 52% in the U.S. and 80% in South Korea.

    Limited Apprenticeship Penetration – Only ~0.1% of the workforce is engaged in formal apprenticeships, due to low awareness and regulatory burdens for employers.

    Way Forward

    Evidence-Based Interventions – Enhance skill mapping to align training programs with evolving job market needs.

    Adopt Result-Based Financing (RBF) and Skill Impact Bonds to link funds with placement, wage gain, and retention outcomes.

    Strengthen industry-academia collaboration through apprenticeship models. Adopt Germany’s dual vocational system.

    Align education with the National Skills Qualification Framework (NSQF).

    Promote lifelong learning and digital reskilling.

    Strengthening this linkage is essential for realizing India’s demographic dividend and building an Atmanirbhar Bharat.

  • In a crucial domain like the public healthcare system, the Indian State should play a vital role to contain the adverse impact of marketisation of the system. Suggest some measures through which the State can enhance the reach of public healthcare at the grassroots level.

    The Directive Principles of State Policy (Articles 38, 39, 42, and 47) mandate the State to ensure the health and well-being of all citizens. However, increasing marketisation of healthcare has led to inequality and exclusion, necessitating proactive state intervention.

    Adverse Impacts of Marketisation

    High OOPE: Nearly 47% of health expenditure in India is borne out-of-pocket (NHA 2023).

    Around 75% of private hospitals are located in urban areas, creating rural-urban disparities

    Profit Orientation: Commercial motives undermine equity and quality.

    Violation of Right to Health under Article 21 (Olga Tellis Case)

    Neglect of Preventive and Primary Care – Private sector prioritises curative and high-profit specialities

    Erosion of Equity and Ethics: Healthcare becomes a commodity

    Weak Regulation and Accountability leads to price inflation, quackery, and malpractice.

    Brain Drain from Public Sector due to better pay and infrastructure in private sector

    Role of the State

    As per Article 38 and 47, the State must promote public health and ensure equitable access.

    Ensuring Universal Health Coverage (UHC): State intervention is key to fulfilling SDG-3 (Good Health and Well-being) and ensuring healthcare equity.

    Correcting Market Failures: Government must act as a regulator and service provider, ensuring affordability, quality, and inclusivity.

    Measures to Enhance Reach of Public Healthcare at the Grassroots Level

    Upgrade Sub-Centres, PHCs, and CHCs under the Ayushman Bharat. Ensure diagnostic labs, maternity wards, and telemedicine facilities at PHC level.

    Raise public health spending to 2.5% of GDP (National Health Policy 2017). Prioritise spending on rural and preventive healthcare.

    Recruit and train ASHA, ANM, and community health officers with proper incentives and infrastructure.

    Implement transparent PPPs for tertiary healthcare in district hospitals (NITI Aayog)

    Expand Pradhan Mantri Jan Aushadhi Kendras for affordable drugs. Mandate prescription of generic medicines.

    Decentralised Health Governance – Empower Panchayati Raj Institutions and urban local bodies for health planning, awareness, and monitoring. (Kerala Model)

    Preventive Health – Strengthen immunisation, sanitation, and nutrition programmes (e.g., POSHAN Abhiyaan, Swachh Bharat).

    Promote health literacy through ASHA-led campaigns.

    Expand telemedicine (eSanjeevani) to connect rural PHCs with urban specialists.

    Integrate AYUSH systems with allopathic care at PHC level for holistic wellness.

    By strengthening primary care, the State can transform healthcare into a rights-based, inclusive, and sustainable system, achieving the goal of “Swastha Bharat, Samriddh Bharat.”

    Issues Related to Poverty and Hunger

  • [22nd June 2026] The Hindu OpED: End the free rein of junk food advertising in India

    Mentor’s Comment

    India committed in 2017 to restrict the advertising of ultra-processed foods (UPFs) and foods high in fat, sugar and sodium (HFSS) foods under the National Multisectoral Action Plan, but that commitment remains unimplemented. In February 2026, the Supreme Court of India weighed in on the issue through a PIL on front-of-pack warning labels, and the Economic Survey 2025-26 called for stronger regulation of UPF advertising, bringing the policy gap into sharp focus.

    What has made UPF and HFSS advertising a public health concern?

    1. Rising exposure: Children and adolescents encounter UPF advertisements across television, social media, sports broadcasts and influencers.
    2. Misleading health claims: Advertisements highlight selective attributes such as “baked”, “multigrain” or “12-grain” and conceal high sugar, salt and fat content.
    3. Targeted marketing: Celebrity endorsements and child actors increase product appeal among vulnerable consumers.
    4. Demand creation: Advertising does not merely reflect demand. It actively shapes consumer preferences and consumption patterns.
    5. Scale of advertising expenditure: In 2024, three major transnational corporations spent USD 13.2 billion on UPF advertising globally. In India alone, more than two lakh junk food advertisements appeared in a single month, backed by an advertising expenditure of approximately ₹170 crore.

    Why are UPFs increasingly linked to adverse health outcomes?

    1. Industrial formulation: UPFs contain additives, flavour enhancers, emulsifiers and refined ingredients designed for high palatability.
    2. Overconsumption effect: Their design encourages repeated consumption and reduces satiety.
    3. Diet displacement: UPFs replace traditional and minimally processed foods.
    4. Disease burden: Scientific evidence links high UPF consumption to obesity, hypertension, diabetes and cardiovascular diseases.
    5. Rising NCD challenge: Growing UPF consumption coincides with increasing obesity rates globally and in India.

    Why are existing regulatory safeguards proving inadequate?

    1. Policy implementation gap: The National Multisectoral Action Plan (2017-2022) envisaged restrictions on HFSS advertising, but implementation remains incomplete.
    2. Weak disclosure norms: Advertisements can omit critical nutritional information and still remain legally compliant.
    3. Limited consumer protection: Existing rules focus more on product safety than marketing practices.
    4. Judicial concern: The Supreme Court has highlighted the need for stronger consumer information measures such as front-of-pack labelling.
    5. Reliance on self-regulation: Industry-led safeguards have not substantially reduced child-targeted advertising.

    What Is the Constitutional and Legal Basis for Restricting UPF and HFSS Advertising?

    1. State duty to protect vulnerable groups: Children are especially vulnerable to food marketing, requiring state intervention to safeguard public health.
    2. Existing policy commitment: The NMAP (2017-22) envisaged restrictions on HFSS food advertising, but implementation remains pending.
    3. Advertising law as the key instrument: The proposed solution is amendment of advertising laws, a measure already contemplated by the government.
    4. Supporting legal measures: The Supreme Court (2026) endorsed front-of-pack labelling, while MPs have advocated warning labels and taxation of UPFs.
    5. Right to health framework: Regulation of unhealthy food advertising flows from the constitutional right to health and is supported by the Economic Survey 2025-26.

    Does nutrition education alone solve the problem?

    1. Information asymmetry: Consumers receive nutrition advice but are simultaneously exposed to aggressive food marketing.
    2. Behavioural influence: Marketing exploits emotional triggers that often outweigh rational dietary choices.
    3. Children’s vulnerability: Children lack the capacity to critically assess persuasive advertising.
    4. Environmental constraint: Food choices are shaped by the surrounding commercial environment, not only by awareness levels.
    5. Public health limitation: Education programmes cannot fully offset continuous exposure to unhealthy food promotion.

    What do international experiences demonstrate about food advertising regulation?

    1. City of San Francisco lawsuit against UPF manufacturers: In 2024, San Francisco filed a lawsuit against 10 major UPF manufacturers alleging child-targeted marketing, highly compelling product formulations, and inadequate health risk disclosure. The suit sought prevention of deceptive marketing and corrective measures for past false advertising.
    2. Chile: Strong statutory restrictions on unhealthy food advertising reduced reliance on voluntary industry commitments.
    3. Mexico: Regulatory interventions demonstrated greater effectiveness than self-regulation mechanisms.
    4. Global evidence: International experience shows enforceable legal measures outperform voluntary compliance frameworks.
    5. Lancet Series evidence (November 2025): Three papers published in The Lancet in November 2025 presented scientific evidence linking UPF consumption to poorer diet quality, displacement of real foods, hypertension, cardiovascular disease, type 2 diabetes, obesity, and other non-communicable diseases. The series argued that policymaking should not wait for further evidence.

    Why is this ultimately a state responsibility rather than a market choice?

    1. Right to Health: The state has a constitutional duty to protect public health when harms are foreseeable.
    2. Child protection principle: Children constitute a vulnerable group requiring enhanced regulatory safeguards.
    3. Market failure: Consumers often lack complete information about nutritional risks.
    4. Externalities: Rising obesity and NCDs impose social and healthcare costs beyond individual consumers.
    5. Public interest regulation: Restrictions on harmful advertising are comparable to other public health interventions.

    What policy changes are required?

    1. Advertising restrictions: Prohibit or significantly restrict child-targeted advertising of UPFs and HFSS foods.
    2. Front-of-pack labelling: Introduce clear warning labels to improve informed choice.
    3. Digital platform regulation: Extend restrictions to social media, influencers and online advertising.
    4. Stronger enforcement: Replace voluntary compliance with statutory obligations and penalties.
    5. Healthy food promotion: Incentivise marketing of minimally processed and nutritious foods.

    Conclusion

    The central issue is not consumer ignorance but the commercial environment that shapes food choices. Nutrition education cannot succeed when aggressive marketing continuously promotes unhealthy foods. India’s public health response must move beyond awareness campaigns and regulate the advertising ecosystem that drives UPF consumption, especially among children.

  • International Sickle Cell Day 2026

    Why in the news?

    The President of India, Droupadi Murmu, commemorated International Sickle Cell Day at Omkareshwar and highlighted the achievements of the National Sickle Cell Anaemia Elimination Mission (NSCAEM).

    National Sickle Cell Anaemia Elimination Mission (2023)

    • Launched to eliminate Sickle Cell Disease (SCD) as a public health problem by 2047.
    • Targets screening of 7 crore people (0-40 years age group) in affected tribal and high-prevalence areas.
    • One of the world’s largest genetic disease screening programmes.
    • So far: Around 2.5 lakh patients identified. Over 20 lakh carriers detected.

    Sickle Cell Disease (SCD)

    • A hereditary genetic blood disorder caused by mutation in the haemoglobin gene.
    • Red blood cells become sickle-shaped, reducing oxygen supply.
    • Leads to anaemia, pain episodes, infections, organ damage, and reduced life expectancy.
    • Inherited in an autosomal recessive pattern.

    High-Risk Areas in India

    • Predominantly affects tribal populations across Madhya Pradesh, Maharashtra, Chhattisgarh, Odisha, Gujarat, Jharkhand, and Rajasthan

    Madhya Pradesh Initiatives

    • Sickle Mitra Initiative: Trains volunteers, NCC cadets, and civil society members for awareness and patient support.
    • Swasth Nari, Sashakt Parivar Abhiyan (2025): Screened over 4 lakh women for SCD.

    [2023] Consider the following statements in the context of interventions being undertaken under Anaemia Mukt Bharat Strategy:
    1. It provides prophylactic calcium supplementation for pre-school children, adolescents and pregnant women.
    2. It runs a campaign for delayed cord clamping at the time of child- birth.
    3. It provides for periodic deworming to children and adolescents.
    4. It addresses non-nutritional causes of anaemia in endemic pockets with special focus on malaria, hemoglobinopathies and fluorosis.
    How many of the statements given above are correct?

    [A] Only one

    [B] Only two

    [C] Only three

    [D] All four

  • [19th June 2026] The Hindu OpED: NFHS-6 reveals progress amid nutrition challenge

    PYQ Relevance[UPSC 2018] Appropriate local community-level healthcare intervention is a prerequisite to achieve ‘Health for All’ in India. Explain.
    Linkage: The NFHS-6 findings highlight that achieving better nutrition outcomes requires community-level interventions through ASHAs, AWWs, crèches, behaviour-change communication, local governance participation and preventive counselling, rather than relying solely on institutional healthcare services.

    Mentor’s Comment

    NFHS-6 indicates that India has achieved substantial progress in public health delivery. The central challenge has shifted from expanding access to services toward improving caregiving, feeding behaviour, maternal support, and diet quality.

    What change does NFHS-6 reveal in India’s nutrition landscape?

    1. Decline in Stunting: Stunting among children under five declined from 35.5% to 29.3%.
    2. Better Maternal Care: Around 95% of mothers received antenatal care.
    3. Rise in Institutional Deliveries: Institutional births reached about 90%.
    4. Higher Immunisation Coverage: About 87% of children aged 12–23 months are fully vaccinated.
    5. Improved Public Health Access: Better housing, sanitation, education, and health services have strengthened child health outcomes.

    Why has nutrition progress lagged behind improvements in health indicators?

    1. Poor Breastfeeding Practices: Only about half of newborns are breastfed within the first hour of birth.
    2. Delayed Complementary Feeding: Many children do not receive timely solid and semi-solid foods after six months. In many households, complementary feeding begins only after annaprasana. Delays during this period contribute to growth faltering.
    3. Inadequate Diet Diversity: Only around 15% of children aged 6-23 months receive an adequate diet.
    4. Persistent Wasting: Severe wasting indicators show limited improvement.
    5. Weak Feeding Awareness: Families often lack information regarding age-appropriate nutrition.

    Why is maternal time poverty emerging as a major nutrition challenge?

    1. Double Burden of Work: Women perform paid and unpaid work simultaneously.
    2. Informal Labour Participation: Large numbers of women work in agriculture and informal sectors.
    3. Childcare Deficit: Lack of crèches forces many mothers to leave infants with relatives or older siblings.
    4. Crèches as Nutrition Infrastructure: Community childcare centres improve feeding continuity, support breastfeeding and reduce women’s unpaid care burden.
    5. Disrupted Feeding Practices: Work responsibilities reduce breastfeeding and complementary feeding frequency.
    6. Limited Childcare Infrastructure: Rural areas lack adequate crèches and support systems.

    Why does greater food expenditure not guarantee better nutrition?

    1. Consumer Expenditure Shift: Recent Consumer Expenditure Survey findings show declining spending on cereals and rising expenditure on dairy, processed foods and beverages.
    2. Nutrition-Diversity Gap: Dietary diversity does not necessarily ensure nutritional adequacy.
    3. Affordability Constraints: Pulses, fruits, vegetables, nuts, and animal-source foods remain expensive.
    4. Convenience Advantage: Processed foods are easily available and ready to consume.
    5. Departure from NIN Guidelines: Many household diets diverge from recommended nutritional patterns.

    Why must India’s nutrition strategy move beyond treatment to prevention?

    1. Critical First 1,000 Days: Nutrition from pregnancy to age two determines lifelong outcomes.
    2. Early Growth Faltering: Stunting and growth failure begin well before severe malnutrition becomes visible. Growth faltering often begins before severe malnutrition becomes visible and peaks during the second year of life.
    3. Need for Early Detection: Regular anthropometric monitoring can identify risks sooner.
    4. Preventive Counselling: Timely guidance to mothers can prevent nutrition deficits.
    5. Focus on At-Risk Children: Current interventions remain heavily oriented toward severe cases.
    6. 0-2 Years Data Gap: Lack of disaggregated data for children aged 0-2 years limits targeted interventions during the most critical growth period.
    7. POSHAN Focus Gap: Current identification systems focus on severely malnourished children rather than children beginning to show growth decline

    What implementation gaps weaken frontline nutrition delivery?

    1. Data Quality Challenges: Large volumes of nutrition data remain underutilised.
    2. Limited Analytical Capacity: Local-level analysis and feedback mechanisms remain weak.
    3. Training Deficits: AWWs, ASHAs, and ANMs need stronger nutrition counselling skills.
    4. Human Resource Gaps: District-level nutritionists and data analysts are inadequate.
    5. Limited Digital Support: Technology tools remain underused for counselling and monitoring.

    Why is child malnutrition not merely a health-sector problem?

    1. Water and Sanitation Linkages: Safe drinking water and sanitation directly influence nutrition outcomes.
    2. Local Governance Role: Gram Sabhas and Panchayats can prioritise nutrition interventions.
    3. Need for Convergence: Health, ICDS, education, and local governments must coordinate.
    4. Gender Dimension: Women’s economic participation requires childcare support systems.
    5. Role of Men in Caregiving: Shared domestic responsibilities improve child feeding practices.

    What is the central tension in India’s nutrition transition?

    1. Access vs Outcomes: Health-care access has improved substantially, but nutrition outcomes lag behind.
    2. Health Care vs Nutrition Outcomes: India has largely solved access-related deficits in maternal and child health, but feeding practices, caregiving constraints and diet quality now drive malnutrition.
    3. Treatment vs Prevention: Policy focus remains stronger on rehabilitation than early prevention.
    4. Food Availability vs Nutrition Quality: More food spending does not ensure better diets.
    5. Women’s Work vs Childcare Needs: Economic participation often competes with caregiving responsibilities.
    6. Data Generation vs Data Utilisation: India collects extensive nutrition data but uses it inadequately for corrective action.

    Conclusion

    NFHS-6 shows that India has largely succeeded in expanding health-care access and public service delivery. The next phase of nutrition improvement depends on correcting feeding practices, reducing maternal time poverty, improving diet quality, strengthening frontline counselling, and using nutrition data for preventive action. Better health care alone cannot overcome India’s nutrition challenge.

  • [18th June 2026] The Hindu OpED: Health data must drive action, not just headlines

    PYQ Relevance[UPSC 2024] In a crucial domain like the public healthcare system, the Indian State should play a vital role to contain the adverse impact of marketisation of the system. Suggest some measures through which the State can enhance the reach of public healthcare at the grassroots level.
    Linkage: Public health outcomes depend on effective policy implementation, not merely data generation. The article highlights the need to convert health data into accountability, stronger public healthcare interventions and better service delivery.

    Mentor’s Comment

    The release of NFHS-6, the National Health Accounts Estimates (2022-23), and the NSSO 80th Round on Health has renewed attention on India’s health indicators. India’s primary challenge is no longer generating health data but ensuring that survey findings translate into accountability, budgetary decisions, and programme correction.

    What challenges do India’s health surveys reveal?

    1. Rising Non-Communicable Diseases (NCDs): NFHS-6 reports increasing obesity, diabetes and hypertension across social and economic groups.
    2. Persistent Out-of-Pocket Expenditure: National Health Accounts continue to show significant household spending on healthcare.
    3. Nutrition Challenges: Survey findings indicate that several nutrition-related concerns remain inadequately addressed.
    4. Expansion of Disease Burden: Health problems once concentrated among urban and affluent groups have spread across wider sections of society.
    5. Recurring Evidence: Successive surveys continue to identify many of the same structural weaknesses in India’s health system.
    6. Out-of-pocket expenditure: It declined as a share of Total Health Expenditure from 62.6% (2014-15) to 39.4% (2022-23).
    7. Obesity and Lifestyle Diseases: Female obesity increased from 24% to 28%, while male obesity increased from 23% to 25% between NFHS-5 and NFHS-6. Diabetes rose from 14% to 17% among women and 16% to 18% among men.
    8. High Medicine Costs: NSSO health data show medicines remain the largest component of household health expenditure, particularly in outpatient care.

    Who benefits when major health data are released?

    1. Governments: Positive indicators are used to showcase policy achievements and programme success.
    2. Media: Survey findings generate extensive coverage of emerging health trends.
    3. Academia: Researchers use datasets to analyse disease patterns and policy outcomes.
    4. Private Sector: Businesses identify opportunities in diagnostics, medicines, wellness services and healthcare delivery.
    5. Public Health Community: Survey findings help identify emerging health priorities and vulnerable populations.

    Where does India’s health data ecosystem actually fail?

    1. Data Availability vs Policy Utilisation: India regularly generates large-scale health datasets. The failure lies in converting findings into policy action.
    2. Selective Interpretation: Governments highlight positive indicators and downplay adverse findings. Surveys become tools of narrative management.
    3. Delayed Policy Response: Weak indicators are acknowledged but rarely trigger immediate programme redesign.
    4. Repetition of Known Problems: Surveys repeatedly document obesity, diabetes, hypertension and nutrition challenges. Structural responses remain limited.
    5. Ritualistic Data Discourse: Academic analysis, media coverage and political debate often stop at description rather than institutional reform.

    Why does the growing volume of health data not automatically improve health outcomes?

    1. Data Do Not Implement Policies: Surveys identify problems. Administrative systems must translate findings into interventions.
    2. Weak Accountability Chains: Findings are rarely linked to specific ministries, schemes or officials responsible for corrective action.
    3. Budget Disconnect: Survey outcomes often fail to influence expenditure priorities.
    4. Fragmented Governance: Health, nutrition, urban planning, food regulation and pharmaceutical policies operate in silos.
    5. Absence of Follow-up Mechanisms: Publication of findings is not followed by mandatory review and action processes.

    Why has health data increasingly become useful for markets but less useful for public policy?

    1. Commercial Signalling: Rising obesity creates demand for weight-loss products, diagnostics and fitness services.
    2. Disease Monetisation: Growth in NCDs expands markets for screening, medicines and private healthcare.
    3. Private Sector Responsiveness: Businesses rapidly respond to emerging health trends.
    4. Public Sector Inertia: Government systems respond more slowly to evidence.
    5. Information Asymmetry: Survey findings are often converted into business opportunities before they become policy interventions.

    Why does the current survey ecosystem struggle to shape timely decision-making?

    1. Time Lag in Data Release: NFHS-6 data were collected during 2023-24 but entered public debate much later.
    2. Political Incentives: Governments can attribute negative findings to past conditions and claim credit for positive trends.
    3. Delayed Academic Scrutiny: Raw data become available late, slowing independent research.
    4. Obsolescence Risk: Policy debates often begin years after data collection.
    5. Lost Reform Windows: Administrative opportunities pass before evidence is fully analysed.

    Can more health data solve India’s health governance problem?

    1. Data Deficit is Not the Core Problem: India already possesses extensive survey infrastructure.
    2. Action Deficit is the Core Problem: Institutions lack mechanisms that convert evidence into decisions.
    3. Information Without Accountability: Findings remain descriptive when no authority is responsible for correction.
    4. Information Without Budgetary Consequences: Data without budgetary consequence are merely information. Survey results have limited impact when resource allocation remains unchanged.
    5. Information Without Timeliness: Delayed interpretation reduces policy relevance.

    What institutional changes are required to convert health data into policy action?

    1. Action Notes After Surveys: National and state governments should publish time-bound response plans within 30-45 days of major survey releases.
    2. Clear Accountability Mapping: Each adverse indicator should be linked to a responsible programme and implementing authority.
    3. State-Level Health Data Reviews: Survey findings should be examined jointly by health, finance, district administration, experts and civil society.
    4. Integrated Health Information Systems: HMIS and Integrated Health Information Platform (IHIP) data should be combined with survey data for policy analytics.
    5. Open Access to Raw Data: Researchers and public institutions should receive early access to datasets.
    6. Budget-Linked Decision Making: NCD trends, medicine expenditure and nutrition indicators should directly influence resource allocation.
    7. Indicator-Specific Responses: Rising anaemia should trigger nutrition interventions, poor hypertension detection should trigger primary healthcare reforms, and high medicine expenditure should trigger drug procurement reforms.

    Conclusion

    India’s health challenge is no longer the production of data but the institutional failure to act on it. Health surveys must trigger accountability, programme correction and budgetary reprioritisation. More datasets alone will not improve health outcomes; faster interpretation, clearer responsibility and enforceable policy responses remain the missing link.

  • What is lost and gained in NFHS-6 

    Why in the News?

    The preliminary fact sheets of NFHS-6 (2023-24) have been released by the Ministry of Health and Family Welfare, covering nearly 6.8 lakh households across all States and Union Territories except Manipur. For the first time, several critical health and demographic indicators have been omitted from the preliminary release.

    What is the National Family Health Survey (NFHS)?

    It is a large-scale, multi-round household survey conducted across India to collect comprehensive data on population dynamics, health, nutrition, and family welfare. Launched in 1992-93, it acts as a critical health “dashboard” that helps the Ministry of Health and Family Welfare (MoHFW) and other agencies evaluate existing government schemes, set development benchmarks, and design new public health policies.

    Key Features & Objectives

    1. Nodal Agency: The International Institute for Population Sciences (IIPS), Mumbai, coordinates and provides technical guidance for the survey. 
    2. Policy Support: It supplies high-quality, reliable, and comparable data to track progress toward the global Sustainable Development Goals (SDGs). 
    3. Granular Scope: The survey covers national and state levels, and since NFHS-4, it provides highly localized estimates down to the district level.

    How has NFHS evolved as India’s principal health and demographic database?

    1. Coverage: NFHS-6 collected information from nearly 6.8 lakh households across India, excluding Manipur.
    2. Policy Significance: Provides nationally representative data for health, nutrition, fertility, gender and social indicators.
    3. Survey Expansion: NFHS has progressively expanded its scope while retaining previous questions for comparability.
    4. Digital Transformation: NFHS-4 introduced district-level estimates and tablet-based data collection.
    5. Expanded Domains: NFHS-5 added education, disability, access to toilets, health insurance, bank accounts, bathing practices during menstruation, abortion-related indicators and age coverage up to 49 years for women and 54 years for men.
    6. Broader Adult Coverage: NFHS-6 expanded adult measurements to all individuals aged 15 years and above.

    Why has the reduction in indicators in NFHS-6 generated concern?

    1. Indicator Reduction: NFHS-6 preliminary fact sheet contains 101 indicators compared to 131 in NFHS-5, representing a reduction of nearly 23% in reported indicators.
    2. Net Change: 43 indicators were dropped and 13 were added, producing a net reduction of 30 indicators.
    3. Data Continuity Issue: Several long-running indicators are unavailable in the preliminary release.
    4. Policy Monitoring Gap: Removal affects trend analysis across survey rounds.
    5. Comparability Challenge: Limits direct comparison of progress in key health and demographic outcomes.

    Which important indicators have been removed from the preliminary fact sheets?

    Health Indicators

    1. Anaemia: Removed from preliminary fact sheets despite being a major public health concern.
    2. Mortality Indicators: Infant mortality, neonatal mortality and under-five mortality are absent.
    3. Sex Ratio at Birth: No current survey-based estimate available.
    4. Cancer Screening: Indicators covering cervical, breast and oral cancer screening removed.
    5. Comprehensive HIV Knowledge: Certain HIV-related indicators no longer available in the fact sheet.

    Living Conditions Indicators

    1. Sanitation Coverage: Household sanitation data absent.
    2. Clean Cooking Fuel Usage: Indicator removed from preliminary release.
    3. Internet Access: Household-level population living in households with internet access not reported.

    Why was anaemia removed and what does the evidence show?

    1. Worsening Trend: Anaemia has consistently shown deterioration in previous survey rounds.
    2. Children’s Anaemia: Increased from 58.6% (NFHS-4, 2015-16) to 67.1% (NFHS-5, 2019-21).
    3. Women’s Anaemia: Increased from 53.1% to 57% among women aged 15–49 years.
    4. Pregnant Women: Rose from 50.4% to 52.2%.
    5. Geographic Spread: Anaemia increased in 28 States and Union Territories.
    6. Severe Burden States: Assam recorded 35.7% to 68.4%; Mizoram recorded 19.3% to 46.4%.
    7. Policy Importance: Anaemia was a major target of the Anaemia Mukt Bharat campaign launched in 2018.
    8. Measurement Method: Earlier surveys measured haemoglobin using finger-prick blood samples.
    9. Methodological Concerns: Researchers questioned the reliability of portable analysers used for anaemia estimation.
    10. Future Tracking: Anaemia will now be monitored separately through the Diet and Biomarkers Survey under the National Institute of Nutrition.
    11. Alternative Data Collection: NFHS-6 collected venous blood and urine biomarkers instead of finger-prick methods.
    12. Additional Biomarkers: Survey collected information on nutritional deficiencies and obesity.
    13. Pending Release: Detailed biomarker dataset has not yet been released.

    What new themes and indicators have been introduced in NFHS-6?

    Digital Inclusion

    1. Digital Literacy: Introduced new questions assessing digital capabilities.
    2. Internet Use: Expanded assessment of digital access and usage patterns.
    3. Financial Fraud Awareness: Added questions on awareness of digital and financial fraud.

    Social and Economic Inclusion

    1. Direct Benefit Transfers (DBT): Added questions on DBT access and receipt.
    2. Self-Help Group Membership: Introduced indicators on SHG participation.

    Public Health

    1. Hepatitis-B Testing: Included testing among men and women.
    2. Hepatitis-B Child Testing: Included dried blood spot collection among children aged 4-5 years.
    3. Expanded Biomarkers: Added broader nutritional and obesity-related measurements.

    What methodological and definitional changes have occurred in NFHS-6?

    1. HIV Module Revision: HIV testing component removed from survey implementation.
    2. Knowledge Questions Retained: HIV/AIDS knowledge, attitudes and behaviour questions retained.
    3. Ownership Redefinition: Women’s ownership of house or land shifted to a household-level measure.
    4. Hepatitis-B Classification: Moved from individual measure to birth-dose measure.
    5. Education Indicator Revision: Pre-school attendance reclassified into younger age bands.
    6. Demographic Revisions: Several indicators modified through definitional changes rather than removal.

    What do NFHS-6 findings reveal about maternal and child health outcomes?

    Maternal Healthcare

    1. Antenatal Care: Mothers receiving at least four antenatal check-ups increased by about seven percentage points compared with NFHS-5.
    2. Institutional Deliveries
      1. Institutional Births: Continued improvement in institutional delivery coverage.
    3. Child Nutrition
      1. Stunting Reduction: Number of children under five who are stunted declined.
      2. Exclusive Breastfeeding: Declined among infants under six months.
    4. Contraception
      1. Modern Contraceptive Use: Declined from 56.4% to 52.7%.

    How have gender and social indicators changed between NFHS-5 and NFHS-6?

    1. Women’s Empowerment
      1. Internet Usage: Significant increase in women’s internet use.
      2. Spousal Violence: Women reporting spousal violence declined from 29.3% to 22.3%.
    2. Health Insurance
      1. Coverage Expansion: Increased from 33.7% to 88.2% of households in West Bengal.
      2. Largest State-Level Improvement: Andhra Pradesh increased from 21% to 63.6%.
    3. Nutrition Transition
      1. Overweight and Obesity: Share of women classified as overweight or obese increased in every State.

    What policy gaps emerge from the omission of key indicators?

    1. Mortality Monitoring Gap: Absence of infant and child mortality data weakens health assessment.
    2. Gender Monitoring Gap: Missing sex ratio at birth limits monitoring of gender discrimination.
    3. Nutrition Monitoring Gap: Lack of anaemia data affects evaluation of Anaemia Mukt Bharat.
    4. Environmental Health Gap: Missing sanitation and cooking fuel indicators weaken tracking of Swachh Bharat and clean energy transitions.
    5. Cancer Surveillance Gap: Absence of screening indicators limits preventive healthcare assessment.
    6. Evidence Gap: No alternative survey currently provides many of these indicators at NFHS scale.

    Conclusion

    NFHS-6 presents a mixed picture of India’s health transition. Improvements in maternal healthcare, institutional deliveries, health insurance coverage and digital inclusion indicate progress in human development outcomes. However, the omission of critical indicators such as anaemia, mortality and sex ratio at birth creates significant gaps in public health monitoring and long-term trend analysis. The challenge before policymakers is to balance methodological improvements with a continuity of data. This will ensure that India’s most important health survey remains both scientifically robust and policy relevant.

    PYQ Relevance

    [UPSC 2022] In a crucial domain like the public healthcare system, the Indian State should play a vital role to contain the adverse impact of marketisation of the system. Suggest some measures through which the State can enhance the reach of public healthcare at the grassroots level.

    Linkage: Public healthcare delivery depends on robust health data for identifying gaps, targeting interventions and evaluating outcomes. NFHS-6 is a key instrument for evidence-based public health policymaking; therefore, the omission of indicators such as anaemia, mortality and sex ratio at birth may weaken assessment of healthcare outcomes and grassroots service delivery.

  • Pradhan Mantri Surakshit Matritva Abhiyaan (PMSMA)

    Why in the news?

    The Pradhan Mantri Surakshit Matritva Abhiyaan (PMSMA) completed 10 years on 9 June 2026. Since its launch in 2016, over 7.5 crore pregnant women have received antenatal care services under the scheme.

    About PMSMA

    • Launched: 9 June 2016
    • Ministry: Ministry of Health and Family Welfare
    • Objective:
      • Ensure safe pregnancy and childbirth.
      • Provide free and quality antenatal care (ANC).
      • Identify and manage high-risk pregnancies (HRPs).

    Beneficiaries

    • Pregnant women in Second trimester (13-27 weeks) and Third trimester (28 weeks till delivery)
    • Special focus on High-risk pregnancies and Women missing routine ANC services

    Key Features

    Monthly ANC Services

    • Conducted on the 9th of every month.
    • Available at designated government health facilities.

    Service Package

    • Clinical examination, Blood and urine tests, Ultrasonography, Free medicines, Nutrition counselling, Birth preparedness counselling, and Safe pregnancy awareness

    High-Risk Pregnancy (HRP) Identification

    What is a high-risk pregnancy?

    • Pregnancies with conditions that increase the risk of complications for the mother or baby.

    PMSMA Screens for 25 HRP Conditions

    • Important conditions include: Severe anaemia, HIV/AIDS, Syphilis, Gestational diabetes, Pregnancy-induced hypertension, Hypothyroidism, Tuberculosis, Malaria, Hepatitis B, Twin/multiple pregnancy, Previous Caesarean section, History of stillbirth, Teenage pregnancy, Advanced-age pregnancy, Negative blood group

    Follow-up Mechanism

    • HRPs linked to nearest: First Referral Unit (FRU)
    • Individual tracking till safe delivery.

    Extended PMSMA (2022)

    • Launched in January 2022.
    • Purpose: Strengthen follow-up care for high-risk pregnancies.

    Features

    • Additional ANC visits.
    • Continuous monitoring.
    • SMS reminders to: Beneficiary and ASHA worker
    • Financial incentives for pregnant women and Accredited Social Health Activist (ASHA)

    [2024] With reference to the ‘Pradhan Manti Surakshit Matritva Abhiyan’, consider the following statements:
    1. This scheme guarantees a minimum package of antenatal care services to women in their second and third trimesters of pregnancy and six months post-delivery health care service in any government health facility.
    2. Under this scheme, private sector health care providers of certain specialties can volunteer to provide service at nearby government health facilities.
    Which of the statements given above is/are correct ?

    [A] 1 only

    [B] 2 only

    [C] Both 1 and 2

    [D] Neither 1 nor 2

  • India’s Health Transformation

    Why in the news?

    India highlighted major achievements in healthcare over the past 12 years, focusing on universal health coverage, affordable healthcare, digital health, disease control, and healthcare infrastructure expansion.

    Key Highlights

    • Over 44 crore families are insured under Ayushman Bharat.
    • More than 1.86 lakh Ayushman Arogya Mandirs are operational.
    • Over: 47 crore telemedicine consultations delivered.
    • 12 new AIIMS have been operational since 2014.
    • Generic medicines available: 50–90% cheaper through Jan Aushadhi Kendras.
    • Maternal and child mortality have significantly reduced.
    • TB incidence and malaria deaths declined sharply.

    Ayushman Bharat Programme

    Ayushman Bharat is India’s flagship universal health coverage programme launched in 2018.

    Four Pillars

    1. AB-PMJAY
    2. Ayushman Arogya Mandirs
    3. PM-ABHIM
    4. Ayushman Bharat Digital Mission (ABDM)

    AB-PMJAY

    • Ayushman Bharat Pradhan Mantri Jan Arogya Yojana
    • World’s largest publicly funded health insurance scheme.
    • Provides: ₹5 lakh annual insurance per family.
    • Covers: About 12 crore vulnerable families.
    • 44.14 crore Ayushman cards issued.
    • 12.03 crore hospitalisations covered.
    • Treatment worth: ₹1.80 lakh crore provided.
    • 36,218 hospitals empanelled.
    • Extends insurance coverage to: All citizens above 70 years.

    Ayushman Arogya Mandirs (AAMs)

    • Purpose: Community-level comprehensive primary healthcare centres.
    • Preventive healthcare, Diagnostics, Mental healthcare, Teleconsultation, Free medicines, and Emergency care.
    • 1.86 lakh+ centres operational.
    • Over 540 crore cumulative footfall.

    PM-ABHIM

    • Pradhan Mantri Ayushman Bharat Health Infrastructure Mission
    • Objective: Strengthen healthcare infrastructure and pandemic preparedness.
    • Integrated public health labs.
    • Critical care hospital blocks.
    • Urban and rural wellness centres.
    • Disease surveillance systems.
    • Outlay: ₹64,180 crore.

    Ayushman Bharat Digital Mission (ABDM)

    • Objective: Develop citizen-centric digital healthcare ecosystem.
    • ABHA: Ayushman Bharat Health Account.
    • 14-digit digital health ID.
    • Portable digital health records.
    • Paperless healthcare access.
    • Better health data integration.
    • 20.49 crore app registrations.
    • 27,328 healthcare facilities connected.

    National Health Mission (NHM)

    • National Rural Health Mission
    • National Urban Health Mission.
    • Pradhan Mantri Surakshit Matritva Abhiyan: Free antenatal care for pregnant women.
    • Janani Suraksha Yojana: Promotes institutional deliveries.
    • Janani Shishu Suraksha Karyakram: Free delivery and treatment for mothers and newborns.
    • Mission Indradhanush: Vaccinate partially immunised and unvaccinated children and pregnant women.
      • 5.46 crore children vaccinated.
      • 1.32 crore pregnant women covered.
      • WHO Recognition: India declared free from maternal and neonatal tetanus in 2015.

    U-WIN Platform

    • Purpose: Digital immunisation tracking platform.
    • 11.87 crore children registered.
    • 3.96 crore pregnant women registered.

    Tuberculosis Elimination

    • Programme: National Tuberculosis Elimination Programme
    • Pradhan Mantri TB Mukt Bharat Abhiyaan: Community participation for TB elimination.
    • Support System: Nikshay Mitras provide nutritional and social support.

    Malaria Elimination

    • National Framework for Malaria Elimination launched in 2016.
    • Goal: Eliminate malaria by 2027.
    • Other Disease Control Achievements Improvements in: HIV/AIDS, Kala-azar, Dengue, Japanese Encephalitis, Leprosy, and Lymphatic Filariasis.

    COVID-19 Response

    • 220 crore vaccine doses administered.
    • Testing labs expanded: From 14 to 3,400.
    • Oxygen-supported beds increased significantly.
    • Vaccine Maitri: Vaccines supplied to nearly 100 countries.

    Non-Communicable Diseases (NCDs)

    • Screenings Conducted Over: 60 crore cancer screenings.
    • Diseases Covered: Oral cancer, Breast cancer, Cervical cancer, Diabetes, Hypertension.

    Affordable Healthcare

    • Jan Aushadhi Kendras: Pradhan Mantri Bhartiya Janaushadhi Pariyojana
    • Benefits: Generic medicines available at 50–80% lower prices.

    AMRIT Pharmacies

    • Objective: Provide discounted life-saving medicines and implants.
    • Impact: ₹8,400 crore patient savings.

    Emergency Healthcare

    Ambulance Services

    • Dial 108: Medical emergencies.
    • Dial 102: Pregnant women and child transport.

    Digital Healthcare

    • eSanjeevani
    • 47 crore+ teleconsultations.
    • 2.34 lakh healthcare providers onboarded.

    Tele-MANAS

    • Purpose: Mental health tele-counselling service.
    • Coverage: Available in 20 languages across all States and UTs.
    • i-DRONE: Drone-based delivery of: Medicines, Vaccines, and Blood samples.
    • AI-enabled Clinical Decision Support Systems (CDSS).
    • “Cough Against TB” tool for TB screening.
    • MadhuNetrAI for diabetic retinopathy detection.

    Medical Education Expansion

    • Medical colleges more than doubled since 2014.
    • 157 new nursing colleges approved.
    • AYUSH Integration: Ministry of AYUSH established in 2014.
      • AYUSH facilities integrated with public health centres.
      • AYUSH Visa introduced in 2023.

    [2022] With reference to Ayushman Bharat Digital Mission, consider the following statements:
    1. Private and public hospitals must adopt it.
    2. As it aims to achieve universal health coverage, every citizen of India should be part of it ultimately.
    3. It has seamless portability across the country.
    .Which of the statements given above is/are correct?

    [A] 1 and 2 only

    [B] 3 only

    [C] 1 and 3 only

    [D] 1, 2 and 3