India’s GDP growth in recent decades has been supported more by an increase in labour activity (expansion of workforce and informal employment) rather than by productivity-led job creation. This explains the “job-poor” growth paradox where more people are working, but output per worker remains low.

Why Growth is Being Led by Labour Activity

1. Construction Sector Absorption: NSSO data shows construction absorbed ~44% of new jobs (2000–2012), especially low-skilled rural migrants.

2. Services Sector Boom: Growth of retail, hospitality, logistics, IT-enabled services expanded labour demand.

3. Agriculture Dependence: Despite its falling GDP share (18%), agriculture employs ~45% workforce (PLFS 2022–23), showing growth is still “numbers-driven”.

4. Informalisation of Work: Gig economy (Ola, Zomato, Swiggy) added jobs, but mostly low-paying, insecure work.

5. Weak Manufacturing Employment: Manufacturing remains stagnant at 16–17% of GDP, failing to become a mass employer like in East Asia.

6. Labour Force Participation Rise: Urbanisation and migration led to more people working, but without proportionate rise in productivity.

Challenges of This Growth Pattern

1. Low Labour Productivity: According to ILO (2022), India’s labour productivity is less than 20% of OECD average, meaning output per worker is far below global peers.

2. Jobless or Job-poor Growth: Despite 6–7% GDP growth, employment elasticity of growth has declined to ~0.2 (CMIE data).

3. Underemployment and Precarious Work: Large sections of the workforce are engaged in subsistence farming, seasonal construction, and informal gig work, where incomes are low and uncertain.

   Example: PLFS (2022–23) shows ~55% workers self-employed, often out of necessity, not entrepreneurship.

4. Income Inequality & Job Polarisation: High-skill service jobs (IT, finance) witness rapid wage growth, while low-skill jobs see stagnation.

   Example: The World Inequality Report (2022) shows the top 10% hold 57% of national income, reflecting uneven job quality.

5. Informality Dominance: Over 80% of Indian workers remain in the informal sector with no social security, pensions, or health cover.

6. Female Labour Force Participation Gap: Women’s participation is only ~37% in rural areas and 25% in urban (PLFS 2022–23). Cultural barriers, lack of safety, and care responsibilities limit women’s access to quality work, wasting a massive demographic potential.

7. Regional Imbalances in Employment: Job creation is concentrated in urban hubs like Delhi-NCR, Bengaluru, Pune, while eastern states (Bihar, Jharkhand, Odisha) continue to export labour.

Growth Pattern Needed for Job Creation + Productivity

1. Labour-intensive Manufacturing Push:

   • Boost textiles, leather, toys, food processing – sectors with high employment elasticity.

   • China+1 strategy gives India a window to absorb global supply chain shifts.

2. Formalisation of Workforce:

   • Expand EPFO, ESIC coverage, enforce labour codes, and encourage MSME-to-formal transition.

   • Leads to higher productivity through training and better working conditions.

3. Skill Development & Human Capital Investment:

   • Leverage Skill India Mission and vocational training for sunrise sectors (EVs, green hydrogen, AI-driven services).

   • Align curricula with industry demand.

4. Balanced Regional Development: Promote labour-intensive clusters in Tier-2/3 cities. Example: textile clusters in Surat, Tiruppur.

5. Green Economy Opportunities: Renewable energy, waste management, and sustainable agriculture can create millions of jobs with rising productivity (ILO estimates 24 million green jobs globally by 2030).

6. Boosting Female Labour Force Participation:

   • India’s female LFPR is ~37% (PLFS 2022–23) vs. China’s 61%.

   • Expanding childcare, flexible work, and safety infrastructure will unlock huge labour potential.

India’s recent growth has been labour-activity driven but low in productivity gains. The way forward lies in a job-rich growth model that combines labour-intensive manufacturing, formalisation, skill upgrading, women participation, and green economy expansion for sustainable inclusive development.