Outcome-linked payments in skilling schemes improve accountability but may encourage gaming of placement data. Examine with reference to PM-DAKSH.

An outcome-linked payment ties a training provider's fee to results rather than to enrolment. Under PM-DAKSH (DoSJE, 2020-21), an institute loses the third instalment, which is 30% of the training cost, if fewer than 70% of its trainees get wage or self-employment [1]. This makes providers more accountable. But because the institutes report their own results, it also tempts them to inflate placements.

How outcome-linking improves accountability

• Incentives match results: 30% of the fee depends on jobs, so providers focus on employability rather than head-counts [1].
• Industry linkage: institutes must partner with relevant industries to place trainees [1].
• Measurable output: 1,87,305 people were trained and 96,162 placed (2020-21 to 2023-24), about 51% [1]. CAG found about 41% placement among certified PMKVY short-term trainees [3].
• Parliamentary scrutiny: the Standing Committee called placement data the "real barometer" for judging the scheme [4].

How it may encourage gaming

• Conflict of interest: the institute that is paid for placements is also the one that reports them [1].
• Same institutes as PMKVY: PM-DAKSH trained through PMKVY-empanelled institutes [1]. In PMKVY, CAG found incorrect placement documents in Kerala, the same or edited photographs used as evidence, and Aadhaar-based attendance in only 13% of batches [3].
• Wages cannot be checked: bank details were missing in 94.53% of PMKVY 2.0/3.0 records [3]. Nobody can confirm that a "placed" trainee is actually paid.
• Creaming: providers may prefer candidates who are easier to place over waste pickers or DNTs.
• Self-reported evaluation: the finding that over 90% of beneficiaries found the training relevant rests on their own perception [1].

Way forward

• Third-party verification: release the final instalment only when wages are credited to the trainee's bank account [3].
• Demand-led courses: CAG traced low placement to job roles chosen without any skill-gap analysis [3].
• Group-wise reporting: PM-DAKSH was merged into PMKVY from 2024-25 [2], so results should still be reported separately for SC, OBC and Safai Karamchari trainees.
• Income tracking: measure earnings 12 months after training, not just satisfaction.

Outcome-linked payment is the right principle for PM-DAKSH. Its weakness lies in how placements are verified, not in the design itself. Independent checks, payment tied to wages in bank accounts, and outcome data by social group would make the scheme's results credible within PMKVY. That would advance Article 46's mandate to promote the economic interests of weaker sections and SDG 8's goal of decent work.