1. Guide to Key Terms & Metrics
Official labour surveys use specific terminology that differs from common everyday usage. Below is a plain-language guide to the core metrics used across this observatory.
The percentage of the working-age population (15 years and older) that is economically active. This includes both people who currently have a job and people who are actively looking for one.
The actual employment rate—the percentage of working-age people who are actively working. While LFPR includes job seekers, WPR measures how many people actually have work.
The percentage of active job seekers who cannot find work. Note: In India, a low unemployment rate often means people cannot afford to stay without an income and are forced into low-productivity informal work.
Measures work over the entire past year. A person is considered employed under UPSS if work was their main activity for most of the year (Principal Status) or if they worked for at least 30 days during the year (Subsidiary Status).
Measures work over the preceding 7 days. A person is counted as employed under CWS if they worked for at least 1 hour on any single day during the week. This captures short-term, seasonal, and weekly work changes.
Regular Salaried workers receive fixed periodic pay and have an ongoing relationship with an employer. Casual Labourers work on daily or periodic wages with no job security or guarantee of next day's work.
Self-employment includes Own-Account Workers (running a small shop or enterprise alone), Employers (hiring workers), and Unpaid Family Helpers (assisting in family farms/shops without direct pay).
A job is considered formally secure when a regular salaried worker has a written job contract (≥ 1 year), paid leave, and statutory social security (EPF, pension, healthcare).
Because official surveys interview a representative sample of households rather than the entire country, each respondent represents a specific number of similar citizens. Multiplying by this weight produces accurate national and state totals.
The structural pattern in India where unemployment is highest among college graduates (11.2%) and lowest among uneducated workers (0.3%), reflecting a scarcity of high-productivity formal jobs and educated job queuing.
The large gap between male workforce participation (79.1%) and female workforce participation (40.0%), driven by unpaid domestic care burdens, mobility limits, and lack of safe, flexible local jobs.
The share of workers working 48 hours or fewer per week. In several Indian urban sectors, regular salaried and gig workers work 60–70 hours per week due to low hourly wage rates.
2. The Capability Approach to Labour
Rather than viewing employment simply as an economic input, we adopt the Capability Approach pioneered by Amartya Sen and Martha Nussbaum. Under this framework, work is evaluated by how much it expands a person's real freedoms, security, and quality of life.
We operationalize this across six capability dimensions for all 36 Indian States and Union Territories:
Work Access
The opportunity to participate in open economic work (Worker Population Ratio, Age 15+).
Women’s Access
Female economic participation free from domestic exclusion or mobility constraints.
Secure Regular Work
The proportion of salaried workers with written contracts, paid leave, and social security.
Wage Adequacy
Median monthly earnings for regular workers, capturing true typical pay without top-salary skew.
Decent Work Hours
The share of the workforce working sustainable hours (≤ 48 hours per week).
Youth Skills & Training
Access to technical and vocational training among youth (ages 15–29) to broaden employment choices.
3. Official Activity Status Classification
Official Indian labour surveys assign every respondent a standardized activity status code. The table below lists these codes and how we classify them in our analysis:
| Activity Status | Official Code | Observatory Category | Description |
|---|---|---|---|
| Own-Account Worker | 11 | Self-Employed | Runs an enterprise or farm without hiring regular workers. |
| Employer | 12 | Self-Employed | Owns an enterprise and hires one or more regular employees. |
| Unpaid Family Helper | 21 | Self-Employed | Works in household enterprise/farm without direct cash remuneration. |
| Regular Salaried / Wage | 31 | Regular Salaried | Receives regular periodic salary or wages. |
| Casual Labour (Public/MGNREGA) | 41 | Casual Labour | Works in public employment guarantee schemes or public works. |
| Casual Labour (Other) | 51 | Casual Labour | Daily or periodic casual labour in construction, agriculture, or services. |
| Unemployed | 81 | Unemployed | Did not work during the reference period but actively sought work. |
| Attending Education | 91 | Out of Labour Force | Full-time students and trainees not seeking work. |
| Unpaid Domestic Duties | 92 / 93 | Out of Labour Force | Attending to household domestic chores and family care work. |
4. Survey Sampling & Multipliers
National labour surveys follow a rigorous multi-stage stratified sampling design:
- Primary Units (Villages & Urban Blocks): Census villages in rural areas and Urban Frame Survey (UFS) blocks in urban areas.
- Secondary Units (Households): Households selected randomly within stratified socio-economic tiers.
- Survey Multipliers: Each respondent record carries a multiplier weight (
mult / 100). To compute any population-level estimate, we apply these weights to all sums and averages.
5. Sample Uncertainty & Reliability Standards
To ensure all figures shown on the site are statistically reliable, every state and category estimate is audited using its Relative Standard Error (RSE):
Statistically robust; reliable for direct inter-state comparisons and policy benchmarks (sample size n ≥ 50).
Moderate sampling variability; displayed with a caution badge.
High variability or small sample size (n < 30); suppressed to prevent inaccurate conclusions.
6. Citation & Referencing
When citing the observatory in academic papers, policy briefs, or journalistic articles, please use:
India Labour Observatory. (2026).
Anatomy of Indian Labour: Microdata, Structural Dynamics & Capability Surfaces.
https://indialabourobservatory.com