PLFS Report: Latest Findings, Key Indicators and What They Show

The Periodic Labour Force Survey (PLFS) is India's authoritative source for employment and unemployment data. Launched by the NSSO (now NSO) in April 2017 to replace the old quinquennial employment survey, it produces annual and quarterly estimates of labour market indicators — and, since January 2025, a monthly bulletin as well, which makes it one of the most granular labour datasets in the developing world. This guide covers what PLFS measures, how it defines employment, what the recent rounds show about participation and informalisation, and where the methodology is contested. For UPSC GS-III, PLFS is a staple data source in employment, jobless growth and labour reform questions.

About PLFS

• Conducted by the National Statistical Office (NSO), Ministry of Statistics and Programme Implementation.
• Launched in April 2017 in recognition of the need for more frequent labour market data.
• Annual estimates (rural and urban) and quarterly urban estimates released separately.
• Measures employment using both Usual Status (PS+SS) and Current Weekly Status (CWS).

Unemployment measurement methodology

Usual Principal Status (PS)

A person's principal activity across the preceding 365 days. If someone worked more than six months in the reference year, they are classified as employed in PS.

Usual Principal and Subsidiary Status (PS+SS)

A broader measure. Includes anyone who worked for at least 30 days in the reference year, even if not as their principal activity. Broader than PS.

Current Weekly Status (CWS)

Activity during the seven days preceding the survey. A person is classified as unemployed if they did not work for even one hour on any day of the reference week.

PLFS reports use both PS+SS and CWS annually.

Key labour market indicators

• Labour Force Participation Rate (LFPR) — share of population in the labour force (working or seeking work).
• Worker Population Ratio (WPR) — share of population that is actually employed.
• Unemployment Rate (UR) — proportion of persons in the labour force who are unemployed.

Key findings of PLFS 2022-23

• LFPR (all ages, PS+SS) rose to about 57.9 per cent in 2022-23 from 55.2 per cent in 2021-22.
• WPR rose to 56.0 per cent from 52.9 per cent.
• Unemployment rate (all ages, PS+SS) fell to 3.2 per cent from 4.1 per cent a year earlier.
• Urban LFPR rose from 47.5 per cent (April-June 2022) to 48.8 per cent (April-June 2023).
• Female LFPR climbed to 37 per cent in 2022-23 — the highest in the PLFS series — up from 25 per cent in 2017-18. A marked improvement, though interpretation is debated (share of unpaid family work).

Composition of employment

• Self-employed share rose to 57.3 per cent of all workers in 2022-23, up from 55.8 per cent in 2021-22 and 55.6 per cent in 2020-21. This is higher than the 52 per cent recorded in 2017-18.
• Regular salaried share declined to around 20.9 per cent.
• Casual labour share fell to 21.8 per cent.

Concerns with rising self-employment

The surge in self-employment signals a complex story — part recovery, part distress.

• Lack of sustainable alternative employment. When formal-sector jobs dry up, people slide into own-account work (street vending, household enterprise, gig platforms).
• Absence of social security. Unlike salaried employees, self-employed workers lack institutional pension, insurance, provident fund coverage.
• No access to formal credit. Without regular salary slips or employer verification, self-employed workers typically depend on informal finance.
• Gender earnings gap widest here. Across PLFS rounds, the self-employed category shows the largest male-female earnings gap.

Government responses include:

• Pradhan Mantri Shram Yogi Maan-dhan Yojana (PM-SYM) — voluntary pension for unorganised workers.
• Pradhan Mantri Jan Arogya Yojana (PMJAY / Ayushman Bharat) — Rs 5 lakh health cover per family, extended to 70+ senior citizens universally from 2024.
• Code on Wages 2019 — applies minimum wages to the unorganised sector in principle.
• e-Shram portal — registered over 30 crore unorganised workers by 2024, creating a comprehensive database for scheme targeting.

Latest developments (PLFS 2023-24 and 2024-25)

• PLFS 2023-24 (released September 2024) showed LFPR at 60.1 per cent, WPR at 58.2 per cent, and unemployment rate at 3.2 per cent.
• Female LFPR further improved — 41.7 per cent in 2023-24.
• Monthly PLFS launched. From January 2025, NSO began releasing monthly labour force bulletins — a long-demanded improvement.
• Methodological review. A high-level committee in 2024-25 reviewed PLFS methodology for sampling frame updates (using Census 2011 vs updated estimates), seasonality adjustments and inclusion of digital/gig workers.
• Gig economy mapping. NITI Aayog projected 2.35 crore gig workers by 2029-30, and the Code on Social Security 2020 has provisions for gig and platform workers — implementation pending fuller adoption.

Limitations of PLFS

• Self-reported data — activity classification depends on respondent recall.
• Seasonality gaps — PS+SS with 365-day reference can miss short-term volatility; CWS can miss longer-term trends.
• Unpaid family work is counted as employment in the self-employed bucket, which arguably inflates female LFPR during periods of distress.
• Quality of employment — PLFS captures earnings but does not fully measure job quality (benefits, contractual security, upward mobility).
• Sampling frame — still anchored to 2011 Census until fresh frame is released.

UPSC Relevance

For GS-III (Indian economy; employment; inclusive growth):

• Definitions: Usual Status, PS+SS, CWS, LFPR, WPR, Unemployment Rate.
• Data: PLFS 2022-23 and 2023-24 headline numbers.
• Analytical: implications of rising self-employment; female LFPR gains and debates around data interpretation.
• Policy: e-Shram portal, Code on Social Security 2020, gig worker provisions.

A good mains answer uses PLFS numbers to anchor claims, distinguishes between the recovery narrative and the informalisation concern, and concludes with policy (e-Shram, PM-SYM, gig worker framework, Apprenticeship expansion).

Conclusion

PLFS 2022-23 presented a mixed picture — labour force participation clearly recovering, but the bulk of the gain absorbed by self-employment with uneven quality and security. The arc of improvement through PLFS 2023-24 and the new monthly releases give India one of the most granular labour-market datasets in the developing world. The policy task ahead is to ensure that rising participation translates into formal, productive and dignified jobs, not merely headline counts.