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Intersection of Gender and Disability on Returns to Education: A Case from Metro Manila, Philippines

Author

Listed:
  • Kamal Lamichhane

    (Institute of Human Sciences, University of Tsukuba, Tsukuba 305-8577, Japan)

  • Takayuki Watanabe

    (Independent Researcher, Tokyo 101-0031, Japan)

Abstract

Utilizing a dataset from Metro Manila in the Philippines, we estimate the impact of gender on the return of education for individuals with disabilities, specifically focusing on visual, hearing, and walking difficulties. Controlling sample selection to address endogenous labor participation and accounting for the endogeneity of schooling decisions, our estimations reveal a significant rate of return to education, ranging from 25.7% to 38.1%. Importantly, examining the potential for nonlinear-schooling return, we observe a more pronounced effect of disability for females compared to their male counterparts, suggesting the presence of dual discrimination and signaling effects for females. Our research emphasizes the urgency for the Philippine government to not only improve educational opportunities but also to enhance employment prospects, particularly for females with disabilities. Some of the policy recommendations would include the implementation of equal-opportunity measures, including antidiscrimination policies; an expanded quota system to boost employment opportunities; efforts to address accessibility issues; and subsidies for private-sector employment are also necessary for the economic empowerment of females with disabilities.

Suggested Citation

  • Kamal Lamichhane & Takayuki Watanabe, 2023. "Intersection of Gender and Disability on Returns to Education: A Case from Metro Manila, Philippines," Merits, MDPI, vol. 3(4), pages 1-18, November.
    • Handle: RePEc:gam:jmerit:v:3:y:2023:i:4:p:41-699:d:1291515
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    References listed on IDEAS

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    1. Kevin Hollenbeck & Jean Kimmel, 2008. "Differences in the Returns to Education for Males by Disability Status and Age of Disability Onset," Southern Economic Journal, Southern Economic Association, vol. 74(3), pages 707-724, January.
    2. Thomas DeLeire, 2001. "Changes in Wage Discrimination against People with Disabilities: 1984-93," Journal of Human Resources, University of Wisconsin Press, vol. 36(1), pages 144-158.
    3. Norbert R. Schady, 2003. "Convexity and Sheepskin Effects in the Human Capital Earnings Function: Recent Evidence for Filipino Men," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(2), pages 171-196, May.
    4. Martins, Pedro S. & Pereira, Pedro T., 2004. "Does education reduce wage inequality? Quantile regression evidence from 16 countries," Labour Economics, Elsevier, vol. 11(3), pages 355-371, June.
    5. Hungerford, Thomas & Solon, Gary, 1987. "Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 175-177, February.
    6. Julie L. Hotchkiss, 2003. "The Labor Market Experience of Workers with Disabilities: The ADA and Beyond," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number lmewd.
    7. Trostel, Philip & Walker, Ian & Woolley, Paul, 2002. "Estimates of the economic return to schooling for 28 countries," Labour Economics, Elsevier, vol. 9(1), pages 1-16, February.
    8. Sophie Mitra & Usha Sambamoorthi, 2009. "Wage differential by disability status in an agrarian labour market in India," Applied Economics Letters, Taylor & Francis Journals, vol. 16(14), pages 1393-1398.
    9. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    10. Stephan Klasen, 2019. "What Explains Uneven Female Labor Force Participation Levels and Trends in Developing Countries?," The World Bank Research Observer, World Bank, vol. 34(2), pages 161-197.
    11. Stiglitz, Joseph E, 1975. "The Theory of "Screening," Education, and the Distribution of Income," American Economic Review, American Economic Association, vol. 65(3), pages 283-300, June.
    12. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2006. "Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 7, pages 307-458, Elsevier.
    13. Jaeger, David A & Page, Marianne E, 1996. "Degrees Matter: New Evidence on Sheepskin Effects in the Returns to Education," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 733-740, November.
    14. Thomas DeLeire, 2000. "The Wage and Employment Effects of the Americans with Disabilities Act," Journal of Human Resources, University of Wisconsin Press, vol. 35(4), pages 693-715.
    15. Kamal Lamichhane & Tomoo Okubo, 2014. "The Nexus between Disability, Education, and Employment: Evidence from Nepal," Oxford Development Studies, Taylor & Francis Journals, vol. 42(3), pages 439-453, September.
    16. Kevin Hollenbeck & Jean Kimmel, 2008. "Differences in the Returns to Education for Males by Disability Status and Age of Disability Onset," Southern Economic Journal, John Wiley & Sons, vol. 74(3), pages 707-724, January.
    17. Mitra, Sophie & Sambamoorthi, Usha, 2008. "Disability and the Rural Labor Market in India: Evidence for Males in Tamil Nadu," World Development, Elsevier, vol. 36(5), pages 934-952, May.
    18. Mizunoya, Suguru & Mitra, Sophie, 2013. "Is There a Disability Gap in Employment Rates in Developing Countries?," World Development, Elsevier, vol. 42(C), pages 28-43.
    19. Steven Stern, 1989. "Measuring the Effect of Disability on Labor Force Participation," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 361-395.
    20. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    21. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
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