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@article{195166,
        author = {Manish Rathore and Dr. Anisha Satsangi},
        title = {Regional Patterns of Employability Outcomes under the Pradhan Mantri Kaushal Vikas Yojana in India’s Workforce Development Landscape},
        journal = {International Journal of Innovative Research in Technology},
        year = {2026},
        volume = {12},
        number = {10},
        pages = {7357-7364},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=195166},
        abstract = {This study assesses the impact of the Pradhan Mantri Kaushal Vikas Yojana (PMKVY) on the employability of certified students through a state-wise analysis of certification and placement data. Using secondary data and chart-based visualization techniques, the study identifies significant variations across states in translating skill certification into employment. The results indicate that although PMKVY has achieved wide coverage in terms of certification, the employability outcomes of certified candidates remain inconsistent, with substantial gaps observed between certified and placed students in several states. States with stronger industry linkages and employment ecosystems show relatively better placement performance, while others face challenges related to skill job mismatch and limited labour market absorption. The findings suggest that PMKVY’s impact on employability depends not only on certification volume but also on the effectiveness of placement mechanisms, industry participation, and demand-driven skill development.},
        keywords = {Pradhan Mantri Kaushal Vikas Yojana, PMKVY, Employability Outcomes, Regional Patterns, Workforce Development, Human Capital Formation, Skill Development, India},
        month = {March},
        }