“From Appointment Letters to Additional Jobs: Evaluating India’s Employment Transformation under Rozgar Mela and PM Viksit Bharat Rozgar Yojana”

 

“From Appointment Letters to Additional Jobs: Evaluating India’s Employment Transformation under Rozgar Mela and PM Viksit Bharat Rozgar Yojana”

Abstract

India's employment policy has increasingly moved from a narrow emphasis on recruitment toward a broader strategy of formalisation, employer incentives and employment-linked growth. The National Rozgar Mela, launched in October 2022, was primarily designed to accelerate recruitment into existing government vacancies. By contrast, the Pradhan Mantri Viksit Bharat Rozgar Yojana (PM-VBRY), operational from 1 August 2025, represents a different policy mechanism: it financially incentivises both first-time employees and employers generating additional formal employment.

This case-cum-research study examines the structure and early implementation of PM-VBRY using official Government of India data, including the scheme's ₹99,446 crore financial outlay, target of more than 3.5 crore employment opportunities over two years, approximately 1.92 crore expected first-time formal workers, and reported implementation data through June 2026. The analysis also places the scheme within India's wider labour-market context using Periodic Labour Force Survey (PLFS) and Economic Survey indicators.

The study finds that PM-VBRY represents a shift from government recruitment acceleration to market-linked employment incentives. Its principal analytical challenge is distinguishing between formalisation, first-time workforce entry, additional employment, and net new employment. Early administrative data show substantial programme activity, but the ultimate employment impact cannot yet be established from appointment/beneficiary counts alone because the scheme runs through July 2027 and long-term retention, wage progression and additionality require further observation.

Keywords: PM-VBRY, employment generation, Rozgar Mela, formal employment, EPFO, labour market, first-time employees, manufacturing, employment incentive, Viksit Bharat.

 

1. Introduction

Employment is one of the central economic challenges associated with India's demographic structure.

A growing working-age population creates a potential demographic dividend only when workers can obtain productive, adequately remunerated and sustainable employment.

India's employment policy has therefore increasingly involved three interconnected objectives:

increasing employment opportunities;

bringing workers into the formal economy; and

improving the connection between economic growth and employment generation.

The Rozgar Mela, launched on 22 October 2022, represents the first mechanism examined in this study. By September 2026, 20 editions had distributed approximately 12.75 lakh appointment letters to candidates recruited into various government organisations. The government states that recruitment operates through established agencies including UPSC, SSC and Railway Recruitment Boards and is aimed at filling sanctioned vacancies.

PM-VBRY represents a different policy architecture.

It does not primarily distribute government appointment letters. Instead, it attempts to influence the behaviour of employees and employers through financial incentives.

This produces an important research question:

Can financial incentives to workers and employers convert economic growth into sustained formal employment at a sufficiently large scale?

 

2. Background of PM Viksit Bharat Rozgar Yojana

PM-VBRY was announced as the Employment Linked Incentive (ELI) framework and became operational from 1 August 2025.

The scheme has a total outlay of ₹99,446 crore and applies to eligible jobs created between 1 August 2025 and 31 July 2027.

Its official target is:

Indicator	PM-VBRY target
Total employment opportunities	More than 3.5 crore
Expected first-time formal workers	Approximately 1.92 crore
Total financial outlay	₹99,446 crore
Registration period	1 Aug 2025–31 Jul 2027
Main emphasis	Formal employment
Special sectoral emphasis	Manufacturing

Thus, PM-VBRY is fundamentally an employment incentive mechanism rather than a conventional government recruitment programme.

 

3. Research Problem

India's employment problem cannot be measured simply by asking:

"How many people got jobs?"

A more sophisticated employment analysis must distinguish among:

people entering the workforce for the first time;

workers moving from informal to formal employment;

workers changing employers;

genuinely additional jobs;

temporary employment;

sustained employment;

employment with social-security coverage; and

employment producing long-term income growth.

This distinction is particularly important because EPFO registration can demonstrate formalisation, but registration by itself does not prove that the entire employment increase is attributable to PM-VBRY.

Therefore, this study investigates:

Whether PM-VBRY's incentive architecture can transform formal employment registration into sustained additional employment and contribute meaningfully to India's long-term workforce development.

 

4. Objectives of the Study

Objective 1

To examine the institutional structure of PM-VBRY.

Objective 2

To analyse its financial incentives for employees and employers.

Objective 3

To compare PM-VBRY with the earlier Rozgar Mela approach.

Objective 4

To examine early implementation data.

Objective 5

To analyse the relationship between PM-VBRY and India's formalisation of employment.

Objective 6

To identify the distinction between employment opportunity, first-time employment and additional employment.

Objective 7

To assess the requirements for measuring the scheme's long-term workforce impact.

 

5. Research Questions

RQ1

Does PM-VBRY address employment creation differently from Rozgar Mela?

RQ2

What proportion of the scheme's employment target had been reached during its early implementation?

RQ3

How significant is the employer incentive in encouraging additional hiring?

RQ4

Does formal EPFO entry necessarily represent net new employment?

RQ5

Can the manufacturing-specific incentive generate longer-term employment?

RQ6

What indicators should be used to evaluate PM-VBRY beyond the number of beneficiaries?

 

6. Hypotheses

For empirical testing, the following hypotheses may be formulated.

H1

PM-VBRY employer incentives are positively associated with additional formal employment.

H2

PM-VBRY increases first-time participation in formal employment.

H3

The effect of employment incentives is stronger in manufacturing-intensive sectors than in sectors without the extended manufacturing incentive.

H4

Formal employment outcomes are influenced by both employer incentives and broader labour-market conditions.

These hypotheses should ultimately be tested using establishment-level or worker-level data rather than simply using national aggregate announcements.

 

7. Methodology

This research uses a secondary-data case-study methodology.

Sources

The study draws upon:

Ministry of Labour & Employment;

EPFO;

Ministry of Statistics and Programme Implementation;

PLFS;

Economic Survey;

Union Budget/Outcome Budget;

PIB releases concerning PM-VBRY and Rozgar Mela.

The 2025 PLFS annual report provides the latest full-year labour-market picture available in the sources reviewed here, while the Economic Survey and monthly/quarterly PLFS provide more recent indicators.

 

8. Conceptual Model

The PM-VBRY employment mechanism can be represented as:

Government Financial Incentive

↓

First-Time Employee Incentive + Employer Hiring Incentive

↓

EPFO Registration

↓

Formal Employment

↓

Social Security Coverage

↓

Employment Continuity

↓

Skill Accumulation

↓

Productivity

↓

Income Growth

↓

Consumption + Savings

↓

Economic Growth

↓

VIKSIT BHARAT

The critical research issue is the transition between each stage.

For example:

EPFO registration ≠ automatically permanent employment.

Therefore, employment retention must be measured separately.

 

9. Structure of PM-VBRY

The scheme has two principal components.

Part A — First-Time Employees

A first-time employee registered with EPFO and earning up to ₹1 lakh per month can receive an incentive equivalent to one month's wage, subject to a maximum of ₹15,000.

The incentive is paid in two instalments.

The first becomes payable after six months of continuous service, while the second is linked to 12 months of service and completion of a financial-literacy programme.

This design is important because the government is not merely rewarding registration.

It incorporates a continuity condition.

 

10. Part B — Employer Incentive

Employers generating additional employment can receive an incentive of up to:

₹3,000 per additional employee per month

for two years.

Manufacturing employers can receive the incentive for an additional two years, effectively extending the potential support period to four years.

This creates an important economic mechanism:

Lower effective labour cost

↓

Higher hiring incentive

↓

Additional employment

↓

Higher formal payroll

↓

Greater social-security coverage

 

11. Financial Architecture

The total announced financial outlay is:

₹99,446 crore

The official employment target is:

>3.5 crore employment opportunities

A simple analytical calculation gives:

₹99,446 crore ÷ 3.5 crore

≈ ₹28,413 per targeted employment opportunity

This should not be interpreted as the government's actual subsidy per job.

It is an implied budget-envelope-to-target ratio, because the ₹99,446 crore covers the scheme's incentive architecture and the employment target is expressed as an expected programme outcome.

This distinction is essential for rigorous research.

 

12. First-Time Worker Economics

The maximum employee incentive is:

₹15,000

If the worker earns exactly ₹15,000 per month, the incentive equals approximately:

₹15,000 ÷ ₹15,000 = 100% of one month's wage

If the worker earns ₹25,000:

₹15,000 ÷ ₹25,000 = 60%

If the worker earns ₹50,000:

₹15,000 ÷ ₹50,000 = 30%

Therefore, the relative financial importance of the incentive is larger for lower-paid eligible workers.

This creates a potentially important distributional effect:

The same ₹15,000 maximum incentive represents a much larger proportion of annual earnings for a low-wage first-time employee than for a higher-wage employee.

 

13. Employer Incentive Analysis

The maximum employer incentive is:

₹3,000 per employee per month.

For two years:

₹3,000 × 24 = ₹72,000

Therefore, the maximum standard-sector incentive associated with one additional eligible employee over two years is:

₹72,000

For manufacturing, where the support period can extend to four years:

₹3,000 × 48 = ₹1,44,000

Thus:

Employer category	Maximum monthly incentive	Potential duration	Maximum nominal incentive
Other eligible sectors	₹3,000	24 months	₹72,000
Manufacturing	₹3,000	48 months	₹1,44,000

This design gives manufacturing a longer incentive horizon, rather than merely a higher monthly subsidy.

 

14. Early Implementation Data

The June 2026 government update provides important early administrative evidence.

Since August 2025, the government reported:

70 lakh+ first-time employees

brought into the formal workforce under PM-VBRY.

Women represented approximately 30% of these beneficiaries.

The government also reported that the scheme had supported 15 lakh employment opportunities through incentives by June 2026.

These figures should not automatically be added together.

They measure different dimensions of programme implementation.

 

15. March 2026 Detailed Administrative Data

A particularly useful dataset comes from March 2026.

Indicator	Reported value
Part-A beneficiaries	4.41 lakh
Part-A benefit	₹247 crore
Part-B establishments	17,551
Part-B incentive	₹214 crore
Additional employment associated with Part B	6.46 lakh
Total benefits reported for March	₹461 crore

 

16. Statistical Analysis of March Data

16.1 Average Part-A benefit

₹247 crore ÷ 4.41 lakh workers

≈ ₹5,601 per beneficiary

This is substantially below the ₹15,000 maximum because the actual benefit depends upon eligibility and the applicable wage/incentive conditions.

 

16.2 Average Part-B incentive per reported additional worker

₹214 crore ÷ 6.46 lakh workers

≈ ₹3,313 per worker

This figure is close to the scheme's monthly maximum employer incentive of ₹3,000, but it should not be interpreted as a full two-year employment subsidy.

The ₹214 crore represents the reported disbursement at that stage, whereas the scheme's employer support can extend over multiple months.

 

17. Establishment-Level Analysis

Reported Part-B establishments:

17,551

Reported additional workers:

6.46 lakh

Therefore:

6,46,000 ÷ 17,551

≈ 36.8 additional workers per establishment

Thus, the March 2026 administrative data imply approximately:

37 additional workers per participating establishment

on average.

This is an aggregate mean; it does not mean every establishment created 37 jobs.

 

18. Female Participation

The government reported that women constituted approximately 30% of the more than 70 lakh first-time employees under the scheme.

A simple estimate:

70 lakh × 30%

≈ 21 lakh women

Thus, on the reported figure, roughly 21 lakh first-time women workers were brought into the formal workforce.

Again, this is an approximate calculation because the official wording is "more than 70 lakh" and "nearly 30%."

 

19. PM-VBRY Target Achievement Analysis

The official target is:

>3.5 crore employment opportunities

Reported employment opportunities supported by June 2026:

15 lakh

Therefore:

15 lakh ÷ 3.5 crore × 100

≈ 4.29%

So the reported 15 lakh employment opportunities represented approximately 4.3% of the two-year target at that particular reporting point.

However, this percentage must be interpreted carefully because:

the scheme runs until July 2027;

implementation was still relatively early;

"employment opportunities" and "first-time formal employees" are different indicators;

administrative reporting dates do not necessarily represent the full pipeline of eligible jobs.

Therefore, it would be methodologically incorrect to describe 4.3% as the final achievement rate.

 

20. First-Time Employee Target Analysis

Target:

1.92 crore first-time workers

Reported by June 2026:

>70 lakh

Using 70 lakh as a conservative calculation:

70 lakh ÷ 192 lakh × 100

≈ 36.46%

Therefore, the reported number of first-time employees was equivalent to approximately 36.5% of the scheme's two-year first-time-worker target.

This is one of the most important quantitative findings of the case.

 

21. Employment Opportunity vs First-Time Employment

A major analytical distinction emerges:

Measure	Reported figure
Overall employment target	>3.5 crore
First-time-worker target	1.92 crore
First-time employees reported by June 2026	>70 lakh
Employment opportunities supported through incentives	15 lakh
March Part-B additional employment	6.46 lakh

These numbers must not be combined as if they were the same population.

This is because:

A first-time formal worker, an additional employee, an employment opportunity and an EPFO subscriber are related but analytically distinct concepts.

This distinction strengthens the research paper considerably.

 

22. India's Broader Labour-Market Context

The PM-VBRY initiative operates within a labour market that has been undergoing significant formalisation.

The Economic Survey 2025-26 reports monthly labour-market indicators for the first half of FY2025-26. For persons aged 15 years and above under the current weekly status measure, the monthly unemployment rate ranged from 4.7% to 5.6% during April–December 2025, while LFPR ranged from 54.2% to 56.1%.

The 2025 annual PLFS report reported an LFPR of 59.3% for persons aged 15 years and above under usual status, while LFPR for the 15–29 age group was 46.0%.

These statistics demonstrate why employment policy cannot be evaluated exclusively through government recruitment numbers.

India's labour market is much larger than the central-government recruitment system.

 

23. Formalisation as the Intermediate Outcome

One of the most important contributions of PM-VBRY is its focus on formal employment.

The Economic Survey 2024-25 reported that net EPFO subscriptions had increased from approximately 61 lakh in FY2018-19 to 131 lakh in FY2023-24. It also reported 95.6 lakh net additions during April–November 2024, with workers aged 18–25 accounting for 47% of net payroll additions.

This suggests that India's employment policy is increasingly concerned not only with how many people work, but also with:

where they work;

whether employment is formal;

whether they receive social-security protection;

whether employment continues; and

whether employment produces sustainable income.

 

24. Rozgar Mela vs PM-VBRY

The two initiatives should not be treated as substitutes.

Dimension	Rozgar Mela	PM-VBRY
Main mechanism	Government recruitment	Financial employment incentive
Primary beneficiaries	Selected government recruits	First-time workers + employers
Main employment sector	Central government	Formal economy
Recruitment mechanism	Competitive recruitment agencies	EPFO-linked employment
Core objective	Fill government vacancies	Encourage additional formal employment
Worker incentive	Appointment/job itself	Up to ₹15,000
Employer incentive	No comparable PM-VBRY incentive	Up to ₹3,000/month
Manufacturing incentive	Not central	Extended incentive period
Key indicator	Appointment letters	Formal employment/additional hiring
Long-term test	Joining and retention	Job additionality and retention

The September 2026 Rozgar Mela brought cumulative appointment letters to approximately 12.75 lakh across 20 editions, whereas PM-VBRY has a much larger economy-wide employment target.

 

25. Rozgar Mela as Recruitment Acceleration

The Rozgar Mela model can be conceptualised as:

Vacancy

↓

Competitive examination

↓

Selection

↓

Document/medical procedures

↓

Appointment

↓

Government employment

The principal policy issue is therefore:

speed and coordination of recruitment.

The government reported 12.75 lakh appointment letters across 20 editions through September 2026.

 

26. PM-VBRY as Employment-Generation Incentive

The PM-VBRY model is different:

Employer demand

↓

Hiring incentive

↓

Additional employment

↓

EPFO registration

↓

Social security

↓

Employment continuity

↓

Formal workforce expansion

Its success therefore depends more heavily on employer behaviour and employment retention.

 

27. Cost-Effectiveness Framework

A rigorous evaluation should not use only:

Cost ÷ beneficiaries.

Instead, the study proposes six measures.

Indicator 1 — Cost per additional worker

Total government incentive ÷ verified additional workers

Indicator 2 — Six-month retention rate

Workers remaining after six months ÷ workers initially enrolled × 100

Indicator 3 — Twelve-month retention rate

Workers remaining after 12 months ÷ initial workers × 100

Indicator 4 — Wage progression

Median wage after 12 months – entry median wage

Indicator 5 — Formalisation rate

Workers entering EPFO employment ÷ total eligible workers

Indicator 6 — Additionality ratio

Jobs attributable to employer incentive ÷ total reported new hires

The sixth measure is particularly important.

 

28. The Additionality Problem

Suppose an employer planned to hire:

100 workers

before PM-VBRY.

After receiving an incentive, the employer hires:

105 workers.

The programme cannot claim that all 105 jobs were created by the incentive.

The incremental effect may be closer to:

5 additional jobs.

Therefore:

Programme beneficiaries ≠ programme-created jobs.

This is one of the most important methodological issues for future PM-VBRY evaluation.

 

29. Counterfactual Model

A stronger evaluation should compare:

Treatment establishments

Employers receiving PM-VBRY incentives.

with

Control establishments

Comparable eligible employers not receiving the incentive.

The basic model would be:

Employment Growth = Employment after – Employment before

Then compare:

Treatment employment growth – Control employment growth

This produces a difference-in-differences framework.

Such a model would allow researchers to estimate whether PM-VBRY actually changed employer hiring behaviour rather than merely subsidising hiring that would have occurred anyway.

 

30. Proposed Econometric Model

A future establishment-level regression could be:

Employment Growth = β0 + β1 PMVBRY Incentive + β2 Firm Size + β3 Sector + β4 Wage Level + β5 Manufacturing + β6 Region + ε

Where:

Employment Growth = change in employment;

PMVBRY Incentive = employer participation;

Firm Size = establishment size;

Sector = industry classification;

Wage Level = average worker remuneration;

Manufacturing = manufacturing-sector dummy;

Region = state/region characteristics;

ε = unexplained component.

The coefficient β1 would be particularly important.

 

31. Long-Term Workforce Impact Model

The ultimate impact should be evaluated through:

Short-term

Hiring

↓

Medium-term

Retention

↓

Long-term

Productivity + wages + social security + career progression

Therefore:

The true success indicator is not simply the number of workers receiving incentives, but the number of workers who remain productively employed after the incentive period.

 

32. Manufacturing as the Strategic Case

Manufacturing receives particular attention because employer incentives can continue for an additional two years.

The rationale is economically significant.

Manufacturing can generate:

direct factory employment;

supply-chain employment;

logistics employment;

maintenance employment;

technical employment;

service employment around industrial clusters.

Therefore:

Manufacturing employment multiplier

may potentially be greater than the direct number of workers receiving the incentive.

However, this multiplier should be empirically measured rather than assumed.

 

33. Case Illustration

Consider a hypothetical manufacturing enterprise with:

Existing employment = 500 workers

Suppose the company expands to:

600 workers

Additional employment:

100 workers

If all 100 satisfy scheme conditions, the maximum nominal employer incentive at ₹3,000 per month would be:

100 × ₹3,000

= ₹3 lakh per month

For 48 months:

₹3 lakh × 48

= ₹1.44 crore

This illustrates the economic scale of the incentive.

However, the company must satisfy the scheme's eligibility and employment conditions; the calculation is therefore an illustrative maximum, not a claim about an actual establishment.

 

34. Gender Dimension

The government reported that women constituted nearly 30% of first-time employees under PM-VBRY as of June 2026.

This creates a significant research question:

Does formal employment incentivisation increase women's transition from education, unpaid work or informal employment into sustained paid employment?

Future research should therefore measure:

female participation;

retention;

wages;

sector;

urban/rural location;

age;

marital status where ethically and statistically appropriate;

career progression.

 

35. The Most Important Research Gap

The available administrative data provide strong information about:

inputs and programme activity

but comparatively less information about:

long-term causal outcomes.

For example:

Evaluation level	Current evidence
Scheme launched	Yes
Financial allocation	Yes
Beneficiaries	Yes
EPFO formalisation	Yes
Employer participation	Yes
Additional employment reported	Yes
Six-month retention	Emerging
12-month retention	Requires longer observation
Wage progression	Requires linked longitudinal data
Productivity impact	Requires firm-level research
Causal job creation	Requires counterfactual analysis

This is precisely where the research contribution can be developed.

 

36. Major Finding 1

PM-VBRY represents a structural change from:

government recruitment

towards:

employment-linked incentives across the formal economy.

This is the fundamental difference between Rozgar Mela and PM-VBRY.

 

37. Major Finding 2

The scheme's 3.5 crore+ employment target is substantially larger than the 12.75 lakh government appointment letters distributed through Rozgar Mela by September 2026.

This demonstrates the difference in policy scale and target population.

The two programmes therefore address different segments of India's employment architecture.

 

38. Major Finding 3

The reported 70 lakh+ first-time formal employees by June 2026 represent approximately 36.5% of the 1.92 crore first-time-worker target, using 70 lakh as the conservative numerator.

This indicates substantial early programme activity, although the final target cannot be assessed until the scheme period ends in July 2027.

 

39. Major Finding 4

The March 2026 data demonstrate that PM-VBRY was operating through both sides of the labour market:

Employee side

4.41 lakh first-time workers received ₹247 crore.

Employer side

17,551 establishments received ₹214 crore associated with approximately 6.46 lakh additional workers.

This two-sided structure differentiates PM-VBRY from conventional unemployment assistance.

 

40. Major Finding 5

The programme's strongest long-term test will not be the number of incentives disbursed.

It will be:

whether incentivised employment survives after the incentive period.

Therefore, the evaluation framework should move from:

Beneficiary count

to:

Retention → Wage → Productivity → Social Security → Career progression

 

41. Policy Analysis

The research indicates five areas that should be monitored during the remaining implementation period.

1. Additionality

Determine how many jobs are genuinely attributable to the incentive.

2. Retention

Measure six-month, 12-month and 24-month survival.

3. Wage quality

Measure median and real wage growth.

4. Women's employment

Track entry and continued participation.

5. Manufacturing impact

Measure direct and supply-chain employment generated.

These are evaluation criteria, not predictions about the scheme's eventual performance.

 

42. Proposed PM-VBRY Employment Dashboard

A comprehensive dashboard could contain:

Indicator	Measurement
New formal workers	Number
First-time employees	Number
Employer beneficiaries	Number
Additional workers	Number
Female beneficiaries	%
Six-month retention	%
12-month retention	%
Median entry wage	₹
Median 12-month wage	₹
EPFO continuity	%
Manufacturing employment	Number
Cost per additional job	₹
Cost per retained job	₹
Additionality ratio	%
Regional distribution	State-wise
Sectoral distribution	Industry-wise

 

43. Proposed Research Model

VBRY Employment Conversion Model

Financial Incentive

↓

Employer Hiring Decision

↓

First-Time Worker Entry

↓

EPFO Formalisation

↓

Six-Month Continuity

↓

Twelve-Month Retention

↓

Skill Development

↓

Productivity

↓

Wage Growth

↓

Social Security

↓

Sustainable Employment

↓

VIKSIT BHARAT WORKFORCE

This model can become the paper's principal conceptual contribution.

 

44. Comparison with Traditional Government Recruitment

The research reveals two different employment philosophies.

Rozgar Mela

Selection → Appointment → Government Service

PM-VBRY

Incentive → Hiring → Formalisation → Retention → Employment Growth

Thus:

Rozgar Mela primarily solves a recruitment-delivery problem, while PM-VBRY attempts to influence the employment-generation behaviour of the wider formal economy.

 

45. Limitations of the Study

This study has several limitations.

First, PM-VBRY is still under implementation; its registration period extends until July 2027.

Second, administrative beneficiary counts cannot by themselves establish causal job creation.

Third, EPFO entry measures formal employment participation but does not independently establish long-term employment quality.

Fourth, the reported 15 lakh employment opportunities and 70 lakh first-time formal employees are different administrative indicators and should not be aggregated.

Fifth, the ultimate cost-effectiveness of the scheme requires information on retention and additionality.

 

46. Future Research

A longitudinal study should follow PM-VBRY beneficiaries for:

6 months

↓

12 months

↓

24 months

↓

36 months

The study should collect:

employment status;

wages;

EPFO continuity;

sector;

occupation;

gender;

age;

education;

geographical mobility;

job changes;

training;

promotions;

employer survival.

This would convert the present administrative case into a genuine longitudinal employment-impact study.

 

47. Conclusion

PM-VBRY represents an important evolution in India's employment-policy architecture.

The Rozgar Mela model concentrates on accelerating recruitment into government organisations. By September 2026, 20 editions had resulted in approximately 12.75 lakh appointment letters.

PM-VBRY operates differently.

It attempts to create an economic incentive for:

workers to enter formal employment

and

employers to create additional employment.

With an announced outlay of ₹99,446 crore, a target of more than 3.5 crore employment opportunities, and an expected 1.92 crore first-time formal workers, the programme has a substantially wider labour-market ambition.

By June 2026, the government reported more than 70 lakh first-time employees brought into the formal workforce and approximately 15 lakh employment opportunities supported through incentives.

The central research issue, however, is not simply whether these numbers are large.

The deeper question is:

How many of these employment opportunities are genuinely additional, how many survive beyond the incentive period, and how many translate into higher productivity, wages and social security?

Consequently, the most meaningful evaluation of PM-VBRY should ultimately move beyond:

"How many jobs were supported?"

towards:

"How many sustainable, productive and socially protected jobs were created because of the intervention?"

That transition—from employment counting to employment impact measurement—is the central analytical contribution of this case study.

 

48. Key Statistical Summary

Variable	Value	Analytical meaning
PM-VBRY outlay	₹99,446 crore	Programme financial envelope
Employment target	>3.5 crore	Two-year target
First-time-worker target	1.92 crore	Formal workforce entry
Scheme period	Aug 2025–Jul 2027	Implementation window
First-time employees reported by June 2026	>70 lakh	~36.5% of first-time target using 70 lakh
Employment opportunities supported	15 lakh	~4.3% of 3.5 crore target
March Part-A beneficiaries	4.41 lakh	First-time employees receiving benefit
March Part-A disbursement	₹247 crore	~₹5,601 average reported benefit
March Part-B establishments	17,551	Employer beneficiaries
March Part-B employment	6.46 lakh	~37 workers per establishment
March Part-B disbursement	₹214 crore	Employer-side incentive
Female share of first-time employees	~30%	Gender dimension
Rozgar Mela appointment letters by Sep. 2026	~12.75 lakh	Government recruitment outcome

Sources: Government of India/PIB, Ministry of Labour & Employment, EPFO, MoSPI and Economic Survey.