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The Causal Effect of 2012 Compulsory Education Law on NEET in Türkiye: A Regression Discontinuity Design

Author

Listed:
  • Cansu Bahçeci

    (Aydin Adnan Menderes University)

  • Senay Birecikli

    (Dokuz Eylül University)

  • Oznur

    (Izmir Bakirçay University)

  • Eleftherios Giovanis

    (Izmir Bakirçay University)

Abstract

In 2012, the Turkish government extended compulsory education from eight to twelve years. This article aims to examine the effects of a 2012 compulsory education law that made high school completion mandatory for youth with NEET (not in education, employment or training) status. The causal impact of the compulsory education reform is examined using a Regression Discontinuity Design. The study uses a pooled cross-sectional dataset created by merging the Turkish Statistical Institute (TURKSTAT) Household Labor Force Survey (HLFS) data from 2015 to 2023. The findings show that the 2012 Compulsory Education Reform increases NEET rates among youth aged 15-29 in Türkiye. This increase is particularly evident for females and in economically disadvantaged regions. Gender-specific effects reveal that the reform causes a significant rise in NEET rates among women, with the impact being more pronounced in the eastern regions, where traditional cultural norms are stronger. On the other hand, while the reform increases NEET rates for males in the South-eastern Anatolia (TRC) region, it does not lead to significant changes for males in other regions.

Suggested Citation

  • Cansu Bahçeci & Senay Birecikli & Oznur & Eleftherios Giovanis, 2025. "The Causal Effect of 2012 Compulsory Education Law on NEET in Türkiye: A Regression Discontinuity Design," Working Papers 1788, Economic Research Forum, revised 20 Aug 2025.
    • Handle: RePEc:erg:wpaper:1788
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    References listed on IDEAS

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    1. Murat G. Kırdar & Meltem Dayıoğlu & İsmet Koç, 2018. "The Effects of Compulsory-Schooling Laws on Teenage Marriage and Births in Turkey," Journal of Human Capital, University of Chicago Press, vol. 12(4), pages 640-668.
    2. Philip Oreopoulos, 2006. "Estimating Average and Local Average Treatment Effects of Education when Compulsory Schooling Laws Really Matter," American Economic Review, American Economic Association, vol. 96(1), pages 152-175, March.
    3. Kelly, Elish & McGuinness, Seamus, 2013. "The Impact of the Recession on the Structure and Labour Market Success of Young NEET Individuals in Ireland," Papers WP465, Economic and Social Research Institute (ESRI).
    4. Giovanni Luca & Paolo Mazzocchi & Claudio Quintano & Antonella Rocca, 2020. "Going Behind the High Rates of NEETs in Italy and Spain: The Role of Early School Leavers," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 151(1), pages 345-363, August.
    5. Colm Harmon; & Ian Walker, 1995. "Estimates of Economic Return to Schooling in the UK," Economics Department Working Paper Series n540195, Department of Economics, National University of Ireland - Maynooth.
    6. Floro Ernesto Caroleo & Antonella Rocca & Paolo Mazzocchi & Claudio Quintano, 2020. "Being NEET in Europe Before and After the Economic Crisis: An Analysis of the Micro and Macro Determinants," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 991-1024, June.
    7. Ariane De Lannoy & Gibson Mudiriza, 2019. "A profile of young NEETs: Unpacking the heterogeneous nature of young people not in employment, education or training in South Africa," SALDRU Working Papers 249, Southern Africa Labour and Development Research Unit, University of Cape Town.
    8. Harmon, Colm & Walker, Ian, 1995. "Estimates of the Economic Return to Schooling for the United Kingdom," American Economic Review, American Economic Association, vol. 85(5), pages 1278-1286, December.
    9. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    10. Murat G. Kırdar & Meltem Dayıoğlu & İsmet Koç, 2016. "Does Longer Compulsory Education Equalize Schooling by Gender and Rural/Urban Residence?," The World Bank Economic Review, World Bank, vol. 30(3), pages 549-579.
    11. Harmon, Harmon & Ian Walker, 1995. "Estimates of the economic return to schooling for the UK," IFS Working Papers W95/12, Institute for Fiscal Studies.
    12. Abdurrahman Aydemir & Murat G. Kirdar, 2017. "Low Wage Returns to Schooling in a Developing Country: Evidence from a Major Policy Reform in Turkey," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(6), pages 1046-1086, December.
    13. Huzeyfe Torun, 2018. "Compulsory Schooling and Early Labor Market Outcomes in a Middle-Income Country," Journal of Labor Research, Springer, vol. 39(3), pages 277-305, September.
    14. Z. Bilgen Susanli, 2016. "Understanding the NEET in Turkey," Eurasian Journal of Economics and Finance, Eurasian Publications, vol. 4(2), pages 42-57.
    15. Meltem Dayioglu & Müşerref Küçükbayrak & Semih Tumen, 2022. "The impact of age-specific minimum wages on youth employment and education: a regression discontinuity analysis," International Journal of Manpower, Emerald Group Publishing Limited, vol. 43(6), pages 1352-1377, March.
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