What is the common examiner trap about Economy in UPSC exams?

They may ask about the 'percentage of vocational education budget in India' versus 'China/Germany (11%)', or confuse the NEP 2020 target ('50% learners exposed') with a '50% enrollment' target. They might also swap the roles of NSDC (implementer) and CAG (auditor).

What should UPSC aspirants remember about Economy for Prelims?

1. Target this Data: 94.5% invalid bank accounts & ~41% placement rate from CAG's 2025 PMKVY audit. 2. Target this Nodal Body: Comptroller and Auditor General of India (CAG) for performance audits of government schemes. 3. Target this Policy Model: Reimbursable Industry Contribution (RIC) - a skill levy on organized industries proposed for the 12th Five Year Plan.

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CAG 2025 Audit Finds 94.5% Invalid Accounts in PMKVY; Proposes Skill Loans, Vouchers & Levies for Reform

Q: The Comptroller and Auditor General (CAG), which audited the Skill India scheme, is established under which Article of the Indian Constitution?

Article 148, The Comptroller and Auditor General of India (CAG) is established under Article 148 of the Constitution. It is the supreme audit institution responsible for auditing all government expenditures and receipts.

Q: Consider the following statements regarding the findings and proposals discussed in the article: 1. The CAG's 2025 audit of PMKVY found that approximately 41% of trainees in long-term training achieved placement. 2. The article proposes the use of skill vouchers as a tool to provide upskilling for the AI-led transition and to enhance women's workforce participation. 3. The Reimbursable Industry Contribution (RIC) model, recommended for the Twelfth Five Year Plan, is a skill levy currently used in over 90 countries. Which of the statements given above is/are correct?

Both 2 and 3, Statement 1 is incorrect. The article states the 41% placement rate was for trainees in short-term training, not long-term training. Statement 2 is correct as the article mentions vouchers can provide targeted skills in AI and be used for segments like enhancing women's participation. Statement 3 is correct as the article states the RIC was recommended for the 12th Plan and is used in 90-plus countries.

Q: According to the CAG's 2025 audit of the Pradhan Mantri Kaushal Vikas Yojana (PMKVY), what percentage of trainee bank accounts were found to be invalid?

94.5%, The article explicitly states that the 2025 CAG report mentioned '94.5% of bank accounts were invalid'. This is a key data point highlighting a major implementation flaw in the scheme's financial disbursement mechanism.

Q: What is the primary argument presented in the article for shifting from the current model of skill financing to a system based on skill loans?

To create a demand-driven market by giving students choice and making institutions compete for enrolment., The core argument for skill loans is that putting purchasing power in the hands of learners (students) would lead to more choices for them, improve institutional quality through competition, and promote demand-driven skill development, thereby benefiting students from economically weaker backgrounds.

Economy Polity Social IssuesHIGH

Target:UPSC GS-IIIMPSCTeachingSSC GAPrelims HighMains HighStatic GK Link

01 Mar 2026

~2 min

Source: The Hindu

Key Data:94.5% invalid bank accounts~41% placement rate50% learners exposed by 2025 (NEP)90-plus countries with skill levies

Bodies:CAGNSDC

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~2 min · Quick mode

What This Article Covers

1.CAG's 2025 audit of Pradhan Mantri Kaushal Vikas Yojana (PMKVY) flags critical issues: 94.5% invalid trainee bank accounts and only 41% placement rate in short-term training.

2.The article proposes three financing reforms: converting PMKVY funds into skill loans for students, using skill vouchers for lifelong learning, and implementing a Reimbursable Industry Contribution (RIC) levy on organized industries.

3.Examiners can target the specific CAG data (94.5%, 41%), the proposed RIC model, and the policy shift from 'employer-engaged' to 'employer-owned' skill systems, linking it to the National Education Policy (NEP) 2020 target.

The Big Picture

Prelims · HighMains · High

A 2025 CAG audit of the flagship Skill India scheme (PMKVY) reveals major implementation flaws, including 94.5% invalid bank accounts and only 41% placement in short-term training. The analysis argues for a fundamental shift from supply-driven, government-financed training to demand-driven financing via skill loans, vouchers, and industry levies to harness India's closing demographic window by 2040.

Exam Lens

Quick Exam Facts From News

CAG Audit Year (PMKVY)2025

Invalid Bank Accounts (PMKVY)94.5%

Placement Rate (Short-term Training)Approx. 41%

NEP 2020 Vocational Target50% learners exposed by 2025

Countries with Skill Levies90-plus

1-Minute Revision

›CAG Audit Year (PMKVY): 2025
›Invalid Bank Accounts (PMKVY): 94.5%
›Target this Data: 94.5% invalid bank accounts & ~41% placement rate from CAG's 2025 PMKVY audit.
›Target this Nodal Body: Comptroller and Auditor General of India (CAG) for performance audits of government schemes.
›Target this Policy Model: Reimbursable Industry Contribution (RIC) - a skill levy on organized industries proposed for the 12th Five Year Plan.

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News Snapshot

⚠️

CAG Exposes PMKVY Flaws

The 2025 CAG audit found 94.5% of PMKVY trainee bank accounts were invalid and only about 41% of short-term trainees got placed.

💡

Three-Pronged Financing Reform

Experts propose shifting skill financing to student skill loans, government skill vouchers, and a Reimbursable Industry Contribution (RIC) levy on companies.

⏳

Demographic Dividend Deadline

India's window to harness its demographic dividend through effective skilling is closing, with the dividend expected to end by 2040.

Detailed Analysis & Strategic Depth

Context / Background

Skill India, anchored by Pradhan Mantri Kaushal Vikas Yojana (PMKVY) launched in 2015, aims to make India the 'skill capital of the world'. However, a decade later, the 2025 CAG audit reveals persistent issues mirroring those from 2015, including financial reporting delays and lack of accountability. This occurs against the backdrop of the National Education Policy (NEP) 2020's target to expose 50% of learners to vocational education by 2025, highlighting a systemic attitudinal and financing problem where India's vocational budget is a tiny fraction compared to China and Germany's 11%.

Core Analysis & Implications

The CAG's findings point to a supply-driven, government-financed model yielding 'Galgotian blunders'—massive operational errors despite Herculean goals. The proposed shift to demand-driven financing is critical. Skill loans (like education loans) would empower students, improve institutional quality through competition, and target economically weaker sections. Skill vouchers, following the trainee, could efficiently fund lifelong learning and priority areas like AI and green skills. The Reimbursable Industry Contribution (RIC), a levy on organized industry payrolls used in over 90 countries, would create stable, employer-owned funding insulated from political cycles, moving from mere engagement to ownership.

Future Outlook / Way Forward

The article stresses urgent course correction before the demographic dividend ends around 2040. Implementation requires building a product-market for skill loans with banks/NBFCs, designing voucher systems, and legislating the RIC levy. Crucially, policy must be fed by real-time labour market data, possibly mandated from online job boards and published on the National Career Service portal, moving beyond periodic skill gap studies. The National Skill Development Corporation's (NSDC) evolution from an NBFC to a government scheme implementer also needs review to align with these market-based reforms.

Key Facts at a Glance

CAG Audit Year (PMKVY)2025

Invalid Bank Accounts (PMKVY)94.5%

Placement Rate (Short-term Training)Approx. 41%

NEP 2020 Vocational Target50% learners exposed by 2025

Countries with Skill Levies90-plus

You've read the full analysis. Now test your understanding.

Practice exam-style questions based on this article.

Q1Static LinkageEasyUPSC, SSC, State PSC

The Comptroller and Auditor General (CAG), which audited the Skill India scheme, is established under which Article of the Indian Constitution?

Q2Statement-basedHardUPSC, SSC

Consider the following statements regarding the findings and proposals discussed in the article:

1. The CAG's 2025 audit of PMKVY found that approximately 41% of trainees in long-term training achieved placement.

2. The article proposes the use of skill vouchers as a tool to provide upskilling for the AI-led transition and to enhance women's workforce participation.

3. The Reimbursable Industry Contribution (RIC) model, recommended for the Twelfth Five Year Plan, is a skill levy currently used in over 90 countries.

Which of the statements given above is/are correct?

Q3Data-centricMediumUPSC, SSC, Banking

According to the CAG's 2025 audit of the Pradhan Mantri Kaushal Vikas Yojana (PMKVY), what percentage of trainee bank accounts were found to be invalid?

Q4Application/ImpactMediumUPSC, SSC, Banking

What is the primary argument presented in the article for shifting from the current model of skill financing to a system based on skill loans?

All 25 MCQs ▸

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CAG 2025 Audit Finds 94.5% Invalid Accounts in PMKVY; Proposes Skill Loans, Vouchers & Levies for Reform

Exam Lens

Quick Exam Facts From News

1-Minute Revision

News Snapshot

CAG Exposes PMKVY Flaws

Three-Pronged Financing Reform

Demographic Dividend Deadline

Detailed Analysis & Strategic Depth

Context / Background

Core Analysis & Implications

Future Outlook / Way Forward

Prelims Flashpoints

Key Facts at a Glance