Human Development in India — 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 21 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.

UPSC Prelims · Mains GS-II/III Ramesh Singh Ch. 21 ~33 min read MPI · PLFS · MGNREGA HDI · Labour Codes

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.

Head Count Ratio (HCR) = (Population below poverty line ÷ Total population) × 100
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

Prelims trap: The 2,400/2,100 kcal calorie norm is the original basis of India's poverty line; later committees (Tendulkar onward) shifted to a broader consumption-basket approach and explicitly moved away from a pure calorie criterion.

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.

Key data point: NITI Aayog's discussion paper (2023) estimated that ~13.5 crore people exited multidimensional poverty between 2015-16 and 2019-21, with Uttar Pradesh, Bihar & Madhya Pradesh showing the largest absolute reductions. check for latest update or data

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.

Mains anchor: The shift from a single expenditure-based poverty line to MPI reflects a conceptual acknowledgment that income alone under-captures deprivation (a household above the income line may still lack sanitation/electricity) — but also conveniently avoids re-opening the politically contentious "how many poor" debate that dogged Tendulkar/Rangarajan.

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

Prelims trap: Disguised unemployment is not the same as open unemployment — the person appears "employed" in official counts but contributes negligible marginal output; it is a structural feature of overcrowded agriculture, not a survey category directly measured by PLFS.

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.

Mains anchor: India's demographic dividend window is time-bound — the working-age share of population will peak and then plateau/decline in coming decades. If job creation (especially in manufacturing & formal services) does not keep pace, the dividend risks becoming a "demographic disaster" of underemployed youth.

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.

Prelims trap: MGNREGA guarantees employment to households, not individuals — up to 100 person-days per household per year (though some states/UTs have raised this locally under specific conditions, e.g. drought-declared areas).

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

Mains anchor: Skilling programmes in India have historically suffered a "certificate-to-job" gap — large numbers trained under PMKVY do not find matching formal employment, pointing to a demand-side (job creation) constraint rather than purely a supply-side (skills) constraint.

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.

Prelims trap: e-Shram registers unorganised workers (no EPFO/ESIC coverage); EPFO/ESIC cover the organised sector — the two databases are complementary, not overlapping, though rollout gaps mean many workers fall through both.

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).

Mains anchor: India's persistent HDI-GDP ranking gap is a standard essay/GS-II theme: growth (GDP per capita) is necessary but not sufficient for human development; targeted public investment in health & education is what converts income growth into HDI improvement.

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.

Prelims trap: RTE Act guarantees education for ages 6-14 (Classes 1-8); NEP 2020 extends the policy vision down to age 3 (pre-school) and up through secondary & higher education, but this is a policy aspiration, not an extension of the RTE's legal/fundamental-right age band (which would require a separate constitutional/legislative amendment).

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.

Mains anchor: India's stunting/wasting rates remain among the highest globally despite decades of ICDS coverage — pointing to implementation/last-mile delivery gaps & the multi-causal nature of undernutrition (sanitation, women's education, dietary diversity), not merely food-quantity shortfalls.

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.

Prelims trap: Gini coefficient of 0 = perfect equality; Gini of 1 (or 100 when expressed as a percentage) = perfect inequality — a rising Gini over time signals worsening inequality, not improvement.

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

Note: Poverty/employment/HDI statistics update on release of new PLFS rounds, NITI Aayog papers & UNDP reports — always cross-check the latest official release before the exam.

13. Prelims PYQs (2014–2026)

UPSC CSE 2023

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.

UPSC CSE 2022

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.

UPSC CSE 2021

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.

UPSC CSE 2020

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.

UPSC CSE 2019

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.

UPSC CSE 2019

Consider the statements regarding "Global Hunger Index."
Answer: Composite index using undernourishment, child stunting, child wasting & child mortality; jointly published by Concern Worldwide & Welthungerhilfe.

UPSC CSE 2018

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.

UPSC CSE 2017

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.

UPSC CSE 2016

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.

UPSC CSE 2015

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.

UPSC CSE 2015

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.

UPSC CSE 2014

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.

UPSC CSE 2014

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)

GS-III 2023

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.

GS-II 2022

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.

GS-III 2021

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.

GS-III 2020

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.

GS-II 2019

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.

GS-III 2018

"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).

GS-II 2017

"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.

GS-II 2016

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.

GS-III 2016

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.

GS-II 2015

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.

GS-III 2015

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.

GS-II 2014

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.

Scheme	Year
ICDS	1975
MGNREGA	2005
NSDC	2009
PLFS	2017
PMKVY	2015
Poshan Abhiyaan	2018
Labour Codes	2020
e-Shram	2021

Human Development in India — Measuring Deprivation, Work & Wellbeing

On this page

Conceptual Clarity — Three Lenses

1. Poverty — Concepts, Definitions & Measurement

1.1 Absolute vs. Relative Poverty

1.2 Poverty Line — Early Calorie-Based Approach

1.3 Types of Poverty Measures

2. Poverty Estimation Committees & NITI Aayog MPI

2.1 Evolution of Poverty Estimation Committees

2.2 NITI Aayog's National Multidimensional Poverty Index

2.3 Global MPI & SDG Linkage

3. Employment & Unemployment — Concepts & PLFS

3.1 Key Definitions

3.2 Periodic Labour Force Survey (PLFS)

3.3 Types of Unemployment

4. Unemployment Trends & Structural Challenges

4.1 Recent PLFS Trends

4.2 Structural Challenges

5. Rural Employment — MGNREGA & Livelihood Missions

5.1 MGNREGA (2005)

5.2 Rural Livelihood Missions

6. Urban Employment, Skill Development & Gig Work

6.1 Skill Development Architecture

6.2 Gig & Platform Economy

6.3 Start-up & Self-Employment Support

7. Social Security — Labour Codes, e-Shram, PM-JAY

7.1 The Four Labour Codes (2020)

7.2 Key Social Security Institutions & Schemes

8. Human Development — HDI & India's Ranking

8.1 The Human Development Index (HDI)

8.2 Related UNDP Indices

9. Education & Human Capital — RTE, NEP 2020

9.1 Constitutional & Legal Framework

9.2 National Education Policy (NEP) 2020

9.3 Literacy & Enrolment Indicators

10. Health & Nutrition Indicators — NFHS, POSHAN

10.1 National Family Health Survey (NFHS)

10.2 Key Nutrition Indicators (Children under 5)

10.3 Key Nutrition & Health Missions

11. Inequality, Gender & Inclusive Growth

11.1 Measuring Inequality

11.2 Sustainable Development Goals (SDGs)

11.3 Gender Dimensions

12. Current Affairs Anchor (2024-26)

13. Prelims PYQs (2014–2026)

14. Mains PYQs (2014–2025)

15. Revision Box — 15-Point Crisp Recap