Brief Context
Context The Ministry of Skill Development and Entrepreneurship (MSDE) has blacklisted 178 Training Partners (TPs) and Training Centres (TCs) under Pradhan Mantri Kaushal Vikas Yojana (PMKVY) 4.0, citing non-adherence to operational norms. Pradhan Mantri Kaushal Vikas Yojana (PMKVY) PMKVY is the flagship skill certification scheme launched under the Skill India Mission to enhance employability among youth. The scheme is implemented by the National Skill Development Corporation (NSDC) under the Mi
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Syllabus: GS3/ Economy
Context
- The Ministry of Skill Development and Entrepreneurship (MSDE) has blacklisted 178 Training Partners (TPs) and Training Centres (TCs) under Pradhan Mantri Kaushal Vikas Yojana (PMKVY) 4.0, citing non-adherence to operational norms.
Pradhan Mantri Kaushal Vikas Yojana (PMKVY)
- PMKVY is the flagship skill certification scheme launched under the Skill India Mission to enhance employability among youth.
- The scheme is implemented by the National Skill Development Corporation (NSDC) under the Ministry of Skill Development and Entrepreneurship.
- It seeks to provide industry-relevant short-term training, Recognition of Prior Learning (RPL), and special projects.
- Training programmes generally range between 300 to 600 hours, depending on sectoral requirements.
- PMKVY 4.0, launched in 2022, aims to integrate emerging sectors such as green jobs, drones, AI, robotics, and digital skills while strengthening monitoring systems.
Nature of Irregularities Identified
- Several training centres were found to be closed during official working hours even though attendance had been recorded through the biometric system
- There were alleged manipulations of Aadhaar-based biometric attendance systems.
- Certain centres were found to have operational irregularities, including the unauthorised merging of two or more training centres within a single premises, which was in violation of prescribed guidelines.
- There were failures to adhere to infrastructure and training norms prescribed under PMKVY guidelines.
Impacts of the Identified Irregularities
- Erosion of Institutional Credibility: The detection of biometric manipulation, undermines the credibility of PMKVY and weakens public trust in government-funded skilling initiatives.
- Misallocation of Public Funds: Fraudulent attendance marking and non-compliance with norms leads to improper release of funds, resulting in direct financial losses to the exchequer.
- Reduced Youth Confidence in Skill Certification: Youth may become reluctant to enrol in short-term training programmes if employment outcomes remain uncertain.
- Impact on India’s Demographic Dividend: Governance lapses and structural inefficiencies reduce the ability of skilling programmes to convert demographic advantage into productive economic output.
Technological and Policy Measures to Improve the System
- AI-Based Attendance Analytics tools can be deployed to detect abnormal attendance patterns, such as sudden spikes in biometric entries or repeated clustering of attendance at unusual hours.
- Mandatory CCTV recording with secure cloud storage during training hours can provide visual verification during random audits.
- Blockchain-Based Certification: Blockchain technology can be used to issue tamper-proof digital certificates that can be verified by employers, ensuring credibility and reducing duplication.
Way Ahead
- Shift Towards Outcome-Based Evaluation: Evaluation metrics should prioritise sustained employment, wage progression, and employer satisfaction rather than enrolment numbers alone.
- Establish Robust Grievance Redressal Mechanisms: A transparent appellate mechanism should be institutionalised to address disputes related to inspections, penalties, and blacklisting decisions.
- Enhance Capacity Building: Regular trainer certification, digital infrastructure support, and quality audits should accompany compliance monitoring.
- Differentiate Between Fraud and Procedural Lapses: Policy responses must proportionately distinguish between deliberate financial misconduct and minor procedural deviations to maintain fairness.
Source: IE