Poverty, Employment & Human Development — Measuring Deprivation, Work & Wellbeing
India has cut multidimensional poverty sharply over the last decade, yet the employment structure remains dominated by informal, low-productivity work — the "jobless growth" paradox. Topic 13 covers the evolution of poverty-line methodology (Lakdawala → Tendulkar → Rangarajan → NITI Aayog MPI), how PLFS measures employment/unemployment, the MGNREGA/skill-development/social-security architecture built to absorb the workforce, and the human-development indicators (HDI, education, health, inequality) that UPSC increasingly tests alongside pure economic growth.
On this page
- Conceptual Clarity
- 1. Poverty — Concepts, Definitions & Measurement
- 2. Poverty Estimation Committees & NITI Aayog MPI
- 3. Employment & Unemployment — Concepts & PLFS
- 4. Unemployment Trends & Structural Challenges
- 5. Rural Employment — MGNREGA & Livelihood Missions
- 6. Urban Employment, Skill Development & Gig Work
- 7. Social Security — Labour Codes, e-Shram, PM-JAY
- 8. Human Development — HDI & India's Ranking
- 9. Education & Human Capital — RTE, NEP 2020
- 10. Health & Nutrition Indicators — NFHS, POSHAN
- 11. Inequality, Gender & Inclusive Growth
- 12. Current Affairs Anchor (2024-26)
- 13. Prelims PYQs (2014–2026)
- 14. Mains PYQs (2014–2025)
- 15. Revision Box
Conceptual Clarity — Three Lenses
- From income-poverty to multidimensional deprivation — India's poverty measurement journey moved from a single calorie-based income line (Lakdawala) to a consumption-basket line (Tendulkar/Rangarajan) to a multidimensional index (NITI Aayog MPI, health+education+living-standards). UPSC frequently tests why each committee was replaced.
- Jobless growth & informality — GDP growth has not proportionately generated formal jobs; ~90%+ of the workforce remains in the informal sector check for latest update or data. Distinguish unemployment (no work) from underemployment/disguised unemployment (working but at low productivity, common in agriculture) — both matter for India.
- Growth vs. development — Human Development Index deliberately looks beyond per-capita income (health, education) to capture whether growth translates into wellbeing; India's HDI rank consistently trails its GDP rank — a recurring Mains essay theme.
MPI = intensity of poverty × incidence (headcount ratio) across 12 indicators (health, education, living standards)
India's HDI value & rank check for latest update or data (UNDP Human Development Report)
1. Poverty — Concepts, Definitions & Measurement
1.1 Absolute vs. Relative Poverty
- Absolute poverty — inability to meet a fixed minimum basket of basic needs (calories, clothing, shelter) regardless of others' income; India has historically used this approach.
- Relative poverty — defined relative to the income distribution of a society (e.g. below 50% of median income) — common in developed-country poverty measurement; captures inequality alongside deprivation.
1.2 Poverty Line — Early Calorie-Based Approach
India's poverty line was originally anchored to a calorie-intake norm: 2,400 kcal/day for rural areas and 2,100 kcal/day for urban areas, based on the logic that urban lifestyles require fewer calories for equivalent physical activity. The line was then converted into a monetary expenditure figure using consumption survey data (NSSO).
1.3 Types of Poverty Measures
| Measure | What it captures |
|---|---|
| Head Count Ratio (HCR) | % of population below the poverty line — most commonly cited, but ignores depth/severity |
| Poverty Gap Index | Average shortfall of the poor's consumption from the poverty line — captures depth of poverty |
| Squared Poverty Gap | Weights the gap by its square — sensitive to severity/inequality among the poor |
| Multidimensional Poverty Index (MPI) | Combines deprivation across health, education & living standards — not income alone |
2. Poverty Estimation Committees & NITI Aayog MPI
2.1 Evolution of Poverty Estimation Committees
| Committee | Year | Key Feature |
|---|---|---|
| Lakdawala Committee | 1993 | State-specific poverty lines; based on calorie norms & 1973-74 consumption pattern; separate rural/urban lines |
| Tendulkar Committee | 2009 | Moved away from calorie-anchored norm; used a broader consumption basket including health & education spending; single all-India URP-based methodology; raised estimated poverty ratio |
| Rangarajan Committee | 2014 | Constituted to review Tendulkar methodology after criticism of unrealistically low poverty lines; used separate food & non-food normative baskets; estimated higher poverty than Tendulkar; report not formally adopted as official poverty line |
| NITI Aayog Task Force / MPI | 2021 onward | Shifted national discourse to Multidimensional Poverty Index instead of a single expenditure-based line; no new official monetary poverty line notified since Rangarajan |
2.2 NITI Aayog's National Multidimensional Poverty Index
Adapted from the global UNDP-OPHI MPI methodology, India's national MPI uses 12 indicators across 3 equally-weighted dimensions: Health (nutrition, child/adolescent mortality, maternal health), Education (years of schooling, school attendance) and Standard of Living (cooking fuel, sanitation, drinking water, electricity, housing, assets, bank account). A household is classified as multidimensionally poor if deprived in at least one-third of the weighted indicators.
2.3 Global MPI & SDG Linkage
The UNDP-OPHI Global MPI (published annually) is India's international benchmark; multidimensional poverty reduction directly feeds into SDG 1 (No Poverty) monitoring.
3. Employment & Unemployment — Concepts & PLFS
3.1 Key Definitions
- Labour Force = Employed + Unemployed (persons willing & able to work)
- Labour Force Participation Rate (LFPR) = (Labour Force ÷ Total Population) × 100
- Worker Population Ratio (WPR) = (Employed ÷ Total Population) × 100
- Unemployment Rate (UR) = (Unemployed ÷ Labour Force) × 100
3.2 Periodic Labour Force Survey (PLFS)
Launched by the NSSO (now NSO) in 2017, PLFS replaced the earlier quinquennial Employment-Unemployment Surveys with an annual survey providing both rural & urban estimates, using two reference periods:
| Status | Reference Period | Captures |
|---|---|---|
| Usual Status (Principal + Subsidiary) | Last 365 days | Long-term/dominant activity status |
| Current Weekly Status (CWS) | Last 7 days | Short-term fluctuations, better for tracking seasonal/informal work |
3.3 Types of Unemployment
| Type | Description |
|---|---|
| Frictional | Temporary, while switching between jobs |
| Structural | Mismatch between workers' skills & available jobs (common in India—education-job mismatch) |
| Cyclical | Tied to business-cycle downturns (demand-deficient) |
| Seasonal | Agriculture-linked; workers idle in off-season |
| Disguised unemployment | Appears employed but marginal productivity is near-zero (classic feature of Indian agriculture — too many hands on too little land) |
| Vulnerable employment | Self-employed + unpaid family workers with no job security/benefits — large share of India's workforce |
4. Unemployment Trends & Structural Challenges
4.1 Recent PLFS Trends
PLFS annual reports show overall unemployment rate (usual status) has declined from the 2017-18 peak alongside rising female LFPR, partly attributed to increased participation in self-employment & unpaid work on family farms/enterprises. check for latest update or data
4.2 Structural Challenges
- Jobless/job-loss growth — GDP growth not proportionately translating into formal-sector job creation, especially in manufacturing.
- Informality — large share of workforce in informal enterprises without social security, written contracts or paid leave.
- Low female LFPR — India's female LFPR is well below global & South Asian averages, though PLFS shows recent improvement (partly definitional — more unpaid family work being counted).
- Educated unemployment — unemployment rates are higher among youth with secondary/tertiary education than among the illiterate — a skills-mismatch & aspirational-jobs-shortage problem.
- Gig & platform work — rapidly growing but largely outside traditional social-security frameworks until the new Labour Codes.
5. Rural Employment — MGNREGA & Livelihood Missions
5.1 MGNREGA (2005)
The Mahatma Gandhi National Rural Employment Guarantee Act, 2005 is a rights-based, legally guaranteed wage-employment scheme — a demand-driven programme, not a target-based one.
| Feature | Detail |
|---|---|
| Guarantee | Up to 100 days of unskilled manual wage employment per rural household per financial year (on demand) |
| Legal right | Unemployment allowance payable if work not provided within 15 days of demand |
| Wage | State-specific notified wage rate, revised periodically check for latest update or data |
| Works | Focus on water conservation, land development, rural connectivity, drought-proofing |
| Funding | Wage cost borne by Centre; material cost shared Centre-State (75:25 typically) |
| Social audit | Mandatory social audits by Gram Sabha — a landmark transparency/accountability feature |
5.2 Rural Livelihood Missions
- Deendayal Antyodaya Yojana – National Rural Livelihoods Mission (DAY-NRLM) — promotes self-employment through Self-Help Groups (SHGs), financial inclusion & skill-building for rural poor women.
- Deendayal Antyodaya Yojana – National Urban Livelihoods Mission (DAY-NULM) — urban counterpart, focused on urban poor's self-employment/skill training.
6. Urban Employment, Skill Development & Gig Work
6.1 Skill Development Architecture
| Initiative | Launched | Focus |
|---|---|---|
| Ministry of Skill Development & Entrepreneurship (MSDE) | 2014 | Nodal ministry for all skilling schemes |
| Pradhan Mantri Kaushal Vikas Yojana (PMKVY) | 2015 | Flagship short-term skill-training scheme with monetary reward on certification |
| National Skill Development Corporation (NSDC) | 2009 | Public-private partnership catalysing skill-training capacity |
| Skill India Digital / Skill India Mission | Umbrella | Integrates skilling, apprenticeship & entrepreneurship under one platform |
| National Apprenticeship Promotion Scheme (NAPS) | 2016 | Incentivises employers to engage apprentices |
6.2 Gig & Platform Economy
Rapid growth of app-based delivery, ride-hailing & freelance platform work has created a large gig workforce historically outside the ambit of traditional labour law (no employer-employee relationship recognised). The Code on Social Security, 2020 is the first legal instrument to explicitly define "gig worker" & "platform worker" and enable welfare schemes for them (e.g. via a social security fund).
6.3 Start-up & Self-Employment Support
Pradhan Mantri MUDRA Yojana (PMMY, 2015) provides collateral-free loans up to ₹20 lakh (post-2023 revision) to non-corporate, non-farm micro/small enterprises under three categories: Shishu, Kishor & Tarun (and a newer Tarun Plus tier). check for latest update or data
7. Social Security — Labour Codes, e-Shram, PM-JAY
7.1 The Four Labour Codes (2020)
India consolidated 29 central labour laws into 4 Labour Codes, passed by Parliament in 2020 (implementation rules/rollout staggered across states):
| Code | Consolidates |
|---|---|
| Code on Wages, 2019 | Minimum Wages Act, Payment of Wages Act, Payment of Bonus Act, Equal Remuneration Act |
| Industrial Relations Code, 2020 | Trade Unions Act, Industrial Employment (Standing Orders) Act, Industrial Disputes Act |
| Occupational Safety, Health & Working Conditions Code, 2020 | Factories Act, Mines Act, Contract Labour Act & related laws |
| Code on Social Security, 2020 | EPF Act, ESI Act, Maternity Benefit Act, Payment of Gratuity Act; first to cover gig/platform & unorganised workers |
7.2 Key Social Security Institutions & Schemes
- EPFO (Employees' Provident Fund Organisation) — retirement savings for organised-sector employees.
- ESIC (Employees' State Insurance Corporation) — medical & cash benefits for organised-sector workers below a wage threshold.
- e-Shram Portal (2021) — national database of unorganised sector workers (construction, gig, migrant, domestic, agricultural labour) to enable targeted welfare delivery.
- Ayushman Bharat – PM-JAY — health insurance cover of ₹5 lakh/family/year for the bottom ~40% of population (per SECC deprivation criteria).
- Atal Pension Yojana & PM Shram Yogi Maandhan — pension schemes targeted at unorganised-sector & low-income workers.
8. Human Development — HDI & India's Ranking
8.1 The Human Development Index (HDI)
Developed by economists Amartya Sen & Mahbub ul Haq, published annually by UNDP in the Human Development Report. HDI is a composite of three dimensions, each with equal weight:
| Dimension | Indicator(s) |
|---|---|
| Health | Life expectancy at birth |
| Education | Mean years of schooling + expected years of schooling |
| Standard of Living | Gross National Income (GNI) per capita, PPP $ |
HDI value ranges 0-1; countries are grouped into Very High, High, Medium & Low human development categories. India's HDI rank & value check for latest update or data — consistently places India in the Medium/High development category, and typically below its relative GDP ranking, reflecting the growth-development gap.
8.2 Related UNDP Indices
- Inequality-adjusted HDI (IHDI) — discounts HDI for internal inequality across the population.
- Gender Development Index (GDI) — ratio of female HDI to male HDI.
- Gender Inequality Index (GII) — captures gender-based disadvantage in reproductive health, empowerment & labour-market participation.
- Multidimensional Poverty Index (Global MPI) — also published by UNDP jointly with OPHI (Oxford).
9. Education & Human Capital — RTE, NEP 2020
9.1 Constitutional & Legal Framework
- Article 21A (86th Amendment, 2002) — makes free & compulsory education a fundamental right for children aged 6-14.
- Right of Children to Free & Compulsory Education (RTE) Act, 2009 — operationalises Article 21A; mandates neighbourhood schools, 25% reservation for disadvantaged groups in private schools, no-detention policy (later modified), pupil-teacher ratio norms.
9.2 National Education Policy (NEP) 2020
Replaced the 1986 policy (as modified 1992); key structural changes:
| Change | Detail |
|---|---|
| 5+3+3+4 structure | Replaces 10+2 with foundational (ages 3-8), preparatory, middle & secondary stages — brings pre-school (age 3+) formally into school structure |
| Foundational Literacy & Numeracy (FLN) | National Mission (NIPUN Bharat) targeting universal FLN by Grade 3, by 2026-27 |
| Multiple entry-exit in higher education | Academic Bank of Credits; 4-year undergraduate with multiple exit points (certificate/diploma/degree) |
| Mother tongue/regional language | Medium of instruction up to Grade 5 (preferably till Grade 8) where possible |
| Single regulator | Higher Education Commission of India (HECI) proposed to replace UGC/AICTE (implementation pending) check for latest update or data |
| Target spending | Raise public education expenditure to 6% of GDP (a long-standing, still-unmet Kothari Commission-era target) |
9.3 Literacy & Enrolment Indicators
India's literacy rate (Census 2011) stood at ~74%, with a persistent gender gap (male ~82%, female ~65%) check for latest update or data. Gross Enrolment Ratio (GER) declines sharply from primary to higher-secondary to higher education — a well-known "funnel" pattern indicating dropout as a bigger challenge than initial enrolment.
10. Health & Nutrition Indicators — NFHS, POSHAN
10.1 National Family Health Survey (NFHS)
Conducted periodically by the Ministry of Health & Family Welfare (implementing agency: IIPS, Mumbai); NFHS-5 (2019-21) is the latest completed round, tracking maternal & child health, nutrition, family planning & disease prevalence across states. check for latest update or data
10.2 Key Nutrition Indicators (Children under 5)
| Indicator | Definition |
|---|---|
| Stunting | Low height-for-age — reflects chronic undernutrition |
| Wasting | Low weight-for-height — reflects acute undernutrition |
| Underweight | Low weight-for-age — composite of both stunting & wasting effects |
| Anaemia | Low haemoglobin — widespread among women & children in India, flagged repeatedly by Global Hunger Index & NFHS |
10.3 Key Nutrition & Health Missions
- POSHAN Abhiyaan (2018) — National Nutrition Mission targeting stunting, wasting, anaemia & low birth weight through convergence across ministries; Mission Poshan 2.0 (2021) merged it with the Supplementary Nutrition Programme & Anganwadi Services.
- Integrated Child Development Services (ICDS, 1975) — delivers supplementary nutrition, immunisation, health check-ups & pre-school education via Anganwadi Centres; India's flagship, longest-running child development programme.
- Ayushman Bharat – Health & Wellness Centres (HWCs) — upgrading sub-centres/PHCs to deliver comprehensive primary healthcare including NCD screening.
- National Health Mission (NHM) — umbrella for NRHM (rural) + NUHM (urban), the primary vehicle for public health infrastructure & delivery.
11. Inequality, Gender & Inclusive Growth
11.1 Measuring Inequality
- Gini Coefficient — ranges 0 (perfect equality) to 1 (perfect inequality); typically derived from the Lorenz Curve plotting cumulative population share against cumulative income/consumption share.
- Income vs. consumption inequality — India's consumption-based Gini is lower than its income-based Gini (consumption smooths out income volatility) — a frequent Prelims distinction.
11.2 Sustainable Development Goals (SDGs)
India's poverty/employment/human-development performance is tracked against the UN Sustainable Development Goals (2015-2030), particularly SDG 1 (No Poverty), SDG 2 (Zero Hunger), SDG 4 (Quality Education), SDG 5 (Gender Equality), SDG 8 (Decent Work & Economic Growth) & SDG 10 (Reduced Inequalities). NITI Aayog publishes the annual SDG India Index ranking states/UTs.
11.3 Gender Dimensions
- Female LFPR remains well below male LFPR despite improving recently in PLFS data — explained by care-work burden, safety concerns, social norms & a rise in unpaid family-farm work being newly counted.
- Gender Budgeting — Union Budget carries a dedicated Gender Budget Statement tracking women-specific & women-component allocations across ministries.
- Beti Bachao Beti Padhao, Sukanya Samriddhi Yojana, Mahila Samman Savings Certificate — targeted schemes for girl-child welfare & women's financial inclusion.
12. Current Affairs Anchor (2024-26)
- Latest PLFS Annual Report — unemployment rate, LFPR & WPR trends (urban/rural, male/female) check for latest update or data
- NITI Aayog's updated National Multidimensional Poverty Index discussion paper & state-wise poverty-exit figures check for latest update or data
- UNDP Human Development Report — India's latest HDI value & global rank check for latest update or data
- Labour Codes implementation status across states (draft rules notified/pending) check for latest update or data
- MGNREGA wage-rate revisions & budget allocation for the current financial year check for latest update or data
- NFHS-6 planning/rollout status (successor to NFHS-5, 2019-21) check for latest update or data
- e-Shram portal registration numbers & convergence with welfare scheme delivery check for latest update or data
13. Prelims PYQs (2014–2026)
Which of the following best describes the concept of "multidimensional poverty"?
Answer: Poverty measured through deprivation across health, education & standard-of-living indicators simultaneously, not income/consumption alone.
With reference to the "Global Multidimensional Poverty Index (MPI) 2021," consider the statements on India's performance and identify the correct one(s).
Answer: India recorded a significant decline in multidimensional poverty between the two survey rounds compared; based on UNDP-OPHI methodology.
Consider the following statements regarding the Multidimensional Poverty Index (MPI): 1. It is released by NITI Aayog. 2. It uses health, education & standard of living as dimensions.
Answer: Both correct — NITI Aayog releases India's national MPI using these three dimensions.
Which one of the following links all the correct items about the Human Development Index?
Answer: Life expectancy at birth + mean/expected years of schooling + GNI per capita (PPP $) — published by UNDP.
With reference to India, consider the statements about "Ease of Living Index."
Answer: Assesses quality of life in cities across pillars including institutional, social & economic dimensions; released by Ministry of Housing & Urban Affairs.
Consider the statements regarding "Global Hunger Index."
Answer: Composite index using undernourishment, child stunting, child wasting & child mortality; jointly published by Concern Worldwide & Welthungerhilfe.
Consider the following statements about the definition of the "poverty line" in India historically.
Answer: Originally based on a minimum calorie-intake norm (2400 kcal rural, 2100 kcal urban), later broadened by the Tendulkar Committee to a wider consumption basket.
What is/are the advantage/advantages of Direct Benefit Transfer (DBT) over the previous system of subsidy?
Answer: Reduces leakages & duplication, ensures targeted delivery directly to beneficiary bank accounts, minimises corruption in distribution chain.
Consider the statements about MGNREGA.
Answer: Legally guarantees up to 100 days of wage employment per household per year; unemployment allowance payable if work not provided within 15 days of application.
Which of the following are the objectives of the National Skill Development Mission?
Answer: Rapid skilling at scale, standardisation of certification, apprenticeship promotion & convergence of skilling schemes across ministries.
The identification of BPL households in rural areas is based on which criteria?
Answer: Socio-Economic Caste Census (SECC) 2011 deprivation-based scoring, replacing earlier expenditure-based BPL identification.
Consider the statements about the Rangarajan Committee on poverty estimation.
Answer: Constituted to review Tendulkar methodology; used separate food & non-food normative baskets; estimated a higher poverty ratio than Tendulkar; report not formally adopted.
Which agency conducts the Periodic Labour Force Survey in India?
Answer: National Statistical Office (NSO), under the Ministry of Statistics & Programme Implementation (formerly conducted via NSSO).
14. Mains PYQs (2014–2025)
Craft economy needs to shift from "extractive" to "inclusive" — examine this statement in the context of livelihood generation through skill development in India.
Answer: Discuss certificate-to-job gap in PMKVY, need for demand-linked skilling, apprenticeship expansion, gig-economy inclusion under Labour Codes, and convergence with MSME/manufacturing job creation.
Has the growth of Public Expenditure of India led to more equitable distribution of income? Discuss.
Answer: Assess social-sector spending (health/education/MGNREGA) vs. subsidy leakages; use Gini trends & NFHS/PLFS data; note gap between expenditure growth & equity outcomes.
How viable is the Cooperative Movement in India in promoting agricultural development? Discuss with reference to employment generation in allied sectors.
Answer: Link to dairy cooperatives (Operation Flood) as an employment/livelihood model; note limitations of the cooperative structure elsewhere.
Explain the rationale behind the Goods and Services Tax Compensation Cess and its implications on employment in labour-intensive sectors.
Answer: Discuss transition-period revenue support to states, effect on textiles/leather/gems-jewellery employment-heavy sectors adjusting to GST regime.
What are the reasons for poor acceptance of cost-effective health insurance schemes in India? Discuss the reforms needed with reference to Ayushman Bharat.
Answer: Awareness gaps, hospital empanelment shortages in rural/aspirational districts, claim-settlement delays; reforms: HWC network strengthening, portability, digital health ID integration.
"The nature of economic growth in India is described as jobless growth." Do you agree with this view? Give arguments in favour of your answer.
Answer: Discuss capital-intensive growth pattern, services-led growth bypassing labour-surplus manufacturing, PLFS unemployment/underemployment trends, and counter-arguments (informal job creation, self-employment growth).
"Access to affordable, reliable, sustainable & modern energy is the sine qua non to eradicate poverty." Comment.
Answer: Link energy access (Saubhagya, PM Ujjwala) to MPI's living-standards dimension & productivity gains for rural households/enterprises.
Comment on the effect of poor implementation of the Mid-Day Meal Scheme on the nutritional status of children in India.
Answer: Link to stunting/wasting indicators, ICDS/Poshan convergence gaps, and state-level implementation variance.
Faulty economic policies have led to a wide gap between rich & poor in India. Do you agree? Comment critically.
Answer: Balance liberalisation-era growth benefits vs. rising Gini, jobless-growth pattern & regional/rural-urban disparity; note redistributive role of DBT/welfare schemes.
Examine the impact of liberalisation on the abolition of the concept of Right to Property.
Answer: Not primarily an employment question but tests constitutional history (44th Amendment) affecting land-reform & poverty-alleviation legal architecture.
Normally countries revise their currencies for domestic economic reasons. What is the significance of India's move to have "demonetisation"? (contextual: examine impact on informal employment)
Answer: Note short-term disruption to cash-dependent informal/gig labour markets, push towards digital payments & formalisation.
Discuss the various social problems which originated out of the speedy process of urbanisation in India, particularly regarding employment & social security.
Answer: Migrant informal labour, lack of urban social security coverage, DAY-NULM & skill-linkage gaps, need for portable social security (addressed later by e-Shram & Labour Codes).
15. Revision Box — 15-Point Crisp Recap
- Poverty line originally calorie-based: 2400 kcal rural, 2100 kcal urban.
- Lakdawala (1993) → state-specific calorie-based lines.
- Tendulkar (2009) → moved to broader consumption basket, single all-India methodology.
- Rangarajan (2014) → reviewed Tendulkar, higher poverty estimate, never officially adopted.
- NITI Aayog MPI — 12 indicators, 3 dimensions (Health, Education, Standard of Living), 1/3 weighted-deprivation cutoff.
- PLFS (2017) replaced quinquennial EUS with annual survey; Usual Status (365 days) vs. CWS (7 days).
- Key rates: LFPR = Labour Force/Population; WPR = Employed/Population; UR = Unemployed/Labour Force (all ×100).
- Disguised unemployment — near-zero marginal productivity, classic feature of Indian agriculture.
- MGNREGA (2005) — legal guarantee of 100 days wage employment per household; unemployment allowance after 15 days; mandatory social audits.
- 4 Labour Codes (2020) consolidate 29 laws: Wages, Industrial Relations, OSH, Social Security (first to cover gig/platform workers).
- e-Shram (2021) registers unorganised workers; EPFO/ESIC cover organised sector.
- HDI (Sen & Mahbub ul Haq, UNDP) — life expectancy + schooling years + GNI per capita (PPP); India's HDI rank trails its GDP rank.
- NEP 2020 — 5+3+3+4 structure, NIPUN Bharat FLN by Grade 3 (2026-27 target), 6% of GDP spending target.
- NFHS tracks stunting (chronic), wasting (acute), underweight & anaemia; Poshan Abhiyaan/Mission Poshan 2.0 & ICDS/Anganwadis are delivery vehicles.
- Gini coefficient: 0 = perfect equality, 1 = perfect inequality; consumption-Gini < income-Gini in India.