IDEAS home Printed from https://ideas.repec.org/a/bla/afrdev/v32y2020i3p446-458.html
   My bibliography  Save this article

Does education reduce gender differentials in labor market participation? A Kenyan perspective

Author

Listed:
  • Martin Mulwa
  • Timothy Gichana

Abstract

The paper examines the role of education in reducing gender differentials in the Kenyan labor market. Using 2015/16 Kenya Integrated Household Budget Survey, we estimate the logit and multinomial logit model. The paper employs instrumental variable technique to correct for potential endogeneity that arises when analyzing education and labor market outcomes. The results from both models show that being a woman reduces the chances of entering the labor market. We find that education yields positive effects in the labor market. On average, the difference between the marginal effect of education on employment probability between men and women is two percentage points, with the effect being higher for women. In the multinomial logit model, educated women are more likely to be employed in both the public sector and the informal sector, while in the private sector they are less likely to be employed. The implication of these findings is that policies should target education as a tool that can reduce gender differential in the labor market. This should be coupled with affirmative action that gives priority to women and minimizes preference for men in the labor market.

Suggested Citation

  • Martin Mulwa & Timothy Gichana, 2020. "Does education reduce gender differentials in labor market participation? A Kenyan perspective," African Development Review, African Development Bank, vol. 32(3), pages 446-458, September.
  • Handle: RePEc:bla:afrdev:v:32:y:2020:i:3:p:446-458
    DOI: 10.1111/1467-8268.12451
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/1467-8268.12451
    Download Restriction: no

    File URL: https://libkey.io/10.1111/1467-8268.12451?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Esther Duflo, 2012. "Women Empowerment and Economic Development," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1051-1079, December.
    2. Sarkar, Sudipa & Sahoo, Soham & Klasen, Stephan, 2019. "Employment transitions of women in India: A panel analysis," World Development, Elsevier, vol. 115(C), pages 291-309.
    3. John Anyanwu & Darline Augustine, 2013. "Gender Equality in Employment in Africa: Empirical Analysis and Policy Implications," African Development Review, African Development Bank, vol. 25(4), pages 400-420.
    4. Patrinos, Harry A. & Sakellariou, Chris, 2011. "Quality of Schooling, Returns to Schooling and the 1981 Vouchers Reform in Chile," World Development, Elsevier, vol. 39(12), pages 2245-2256.
    5. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    6. Sung‐Bou Kim, 2020. "Gender earnings gap among the youth in Malawi," African Development Review, African Development Bank, vol. 32(2), pages 176-187, June.
    7. Winters, John V., 2015. "Estimating the returns to schooling using cohort-level maternal education as an instrument," Economics Letters, Elsevier, vol. 126(C), pages 25-27.
    8. Hirvonen, Lalaina, 2009. "The Effect of Children on Earnings Using Exogenous Variation in Family Size: Swedish Evidence," Working Paper Series 2/2009, Stockholm University, Swedish Institute for Social Research.
    9. Blundell, Richard & Macurdy, Thomas, 1999. "Labor supply: A review of alternative approaches," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 27, pages 1559-1695, Elsevier.
    10. Hoogerheide, Lennart & Block, Joern H. & Thurik, Roy, 2012. "Family background variables as instruments for education in income regressions: A Bayesian analysis," Economics of Education Review, Elsevier, vol. 31(5), pages 515-523.
    11. Forsythe, Nancy & Korzeniewicz, Roberto Patricio & Durrant, Valerie, 2000. "Gender Inequalities and Economic Growth: A Longitudinal Evaluation," Economic Development and Cultural Change, University of Chicago Press, vol. 48(3), pages 573-617, April.
    12. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    13. Damiano Kulundu Manda & Kunal Sen, 2004. "The labour market effects of globalization in Kenya," Journal of International Development, John Wiley & Sons, Ltd., vol. 16(1), pages 29-43.
    14. Magali Beffy & Denis Fougère & Arnaud Maurel, 2012. "Choosing the Field of Study in Postsecondary Education: Do Expected Earnings Matter?," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 334-347, February.
    15. Troy Tassier, 2006. "Labor Market Implications of Weak Ties," Southern Economic Journal, John Wiley & Sons, vol. 72(3), pages 704-719, January.
    16. Adebayo B. Aromolaran, 2004. "Female Schooling, Non-Market Productivity, and Labor Market Participation in Nigeria," Working Papers 879, Economic Growth Center, Yale University.
    17. 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.
    18. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    19. Soham Sahoo & Stephan Klasen, 2018. "Gender Segregation in Education and Its Implications for Labour Market Outcomes: Evidence from India," Courant Research Centre: Poverty, Equity and Growth - Discussion Papers 248, Courant Research Centre PEG.
    20. John C. Anyanwu, 2016. "Analysis of Gender Equality in Youth Employment in Africa," African Development Review, African Development Bank, vol. 28(4), pages 397-415, December.
    21. Jorge M. Agüero & Mindy S. Marks, 2011. "Motherhood and Female Labor Supply in the Developing World: Evidence from Infertility Shocks," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 800-826.
    22. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    23. Riddell, W. Craig & Song, Xueda, 2011. "The impact of education on unemployment incidence and re-employment success: Evidence from the U.S. labour market," Labour Economics, Elsevier, vol. 18(4), pages 453-463, August.
    24. Muhammad Zahir Faridi & Ayesha Rashid, 2014. "The Correlates of Educated Women’s Labor Force Participation in Pakistan: A Micro-Study," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 19(2), pages 155-184, July-Dec.
    25. Juliet U. Elu & Gregory N. Price, 2017. "Science Labor Supply in Sub-Saharan Africa: Is There a Gender Disparity in Preferences?," African Development Review, African Development Bank, vol. 29(3), pages 367-375, September.
    26. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    27. Piritta Sorsa & Jan Mares & Mathilde Didier & Caio Guimaraes & Marie Rabate & Gen Tang & Annamaria Tuske, 2015. "Determinants of the Low Female Labour Force Participation in India," OECD Economics Department Working Papers 1207, OECD Publishing.
    28. Alina Mariuca Ionescu, 2012. "How does education affect labour market outcomes?," Review of Applied Socio-Economic Research, Pro Global Science Association, vol. 4(2), pages 130-144, Decembre.
    29. Armand Totouom & Vincent De Paul Mboutchouang & Hervé Kaffo Fotio, 2018. "The Effects of Education on Labour Force Participation in Cameroon: A Gender Perspective," African Development Review, African Development Bank, vol. 30(1), pages 45-55, March.
    30. Aromolaran, Adebayo B., 2004. "Female Schooling, Non-Market Productivity, and Labor Market Participation in Nigeria," Center Discussion Papers 28451, Yale University, Economic Growth Center.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mesfin Welderufael Berhe, 2021. "Empirical analysis of urban youth unemployment in Ethiopia," African Development Review, African Development Bank, vol. 33(1), pages 104-116, March.
    2. Obadiah Jonathan Gimba & Mehdi Seraj & Huseyin Ozdeser, 2021. "What drives income inequality in sub‐Saharan Africa and its sub‐regions? An examination of long‐run and short‐run effects," African Development Review, African Development Bank, vol. 33(4), pages 729-741, December.
    3. LINA ELSIE MORAA & Dr. Muthoni Mainah, 2023. "Impact of Gender-Inclusive Labor Policies on Women’s Employment in Isiolo County, Kenya," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 7(6), pages 1441-1461, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Patrinos, Harry A. & Sakellariou, Chris, 2011. "Quality of Schooling, Returns to Schooling and the 1981 Vouchers Reform in Chile," World Development, Elsevier, vol. 39(12), pages 2245-2256.
    2. Uwaifo Oyelere, Ruth, 2010. "Africa's education enigma? The Nigerian story," Journal of Development Economics, Elsevier, vol. 91(1), pages 128-139, January.
    3. Daniel J. Henderson & Anne-Charlotte Souto & Le Wang, 2020. "Higher-Order Risk–Returns to Education," JRFM, MDPI, vol. 13(11), pages 1-25, October.
    4. Nikolov, Plamen & Jimi, Nusrat & Chang, Jerray, 2020. "The Importance of Cognitive Domains and the Returns to Schooling in South Africa: Evidence from Two Labor Surveys," Labour Economics, Elsevier, vol. 65(C).
    5. Serneels, Pieter & Beegle, Kathleen & Dillon, Andrew, 2017. "Do returns to education depend on how and whom you ask?," Economics of Education Review, Elsevier, vol. 60(C), pages 5-19.
    6. Ruth Uwaifo Oyelere, 2008. "Disparities in Labor Market Outcomes Across Geopolitical Regions in Nigeria. Fact or Fantasy?," Journal of African Development, African Finance and Economic Association (AFEA), vol. 10(1), pages 11-31.
    7. John Giles & Albert Park & Meiyan Wang, 2019. "The Great Proletarian Cultural Revolution, Disruptions to Education, and the Returns to Schooling in Urban China," Economic Development and Cultural Change, University of Chicago Press, vol. 68(1), pages 131-164.
    8. Niels-Hugo Blunch & Nabanita Datta Gupta, 2020. "Mothers’ health knowledge for children with diarrhea: who you are or who you know?," Review of Economics of the Household, Springer, vol. 18(4), pages 1131-1164, December.
    9. Harry Patrinos & Chris Sakellariou, 2005. "Schooling and Labor Market Impacts of a Natural Policy Experiment," LABOUR, CEIS, vol. 19(4), pages 705-719, December.
    10. Vincent Hogan & Roberto Rigobon, 2002. "Using Heteroscedasticity to Estimate the Returns to Education," NBER Working Papers 9145, National Bureau of Economic Research, Inc.
    11. M. Shahe Emran & Fenohasina Maret-Rakotondrazaka & Stephen C. Smith, 2014. "Education and Freedom of Choice: Evidence from Arranged Marriages in Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 50(4), pages 481-501, April.
    12. Uwaifo Oyelere, Ruth, 2008. "Understanding Low Average Returns to Education in Africa: The Role of Heterogeneity across Education Levels and the Importance of Political and Economic Reforms," IZA Discussion Papers 3766, Institute of Labor Economics (IZA).
    13. Aydemir, Abdurrahman & Murat, Kirdar, 2013. "Estimates of the Return to Schooling in a Developing Country: Evidence from a Major Policy Reform in Turkey," MPRA Paper 51938, University Library of Munich, Germany.
    14. Morita, Tamaki & Yamamoto, Kimika & Managi, Shunsuke, 2018. "The relationship between school-based career education and subsequent incomes: Empirical evidence from Japan," Economic Analysis and Policy, Elsevier, vol. 58(C), pages 70-87.
    15. Plamen Nikolov & Nusrat Jimi, 2018. "What factors drive individual misperceptions of the returns to schooling in Tanzania? Some lessons for education policy," Applied Economics, Taylor & Francis Journals, vol. 50(44), pages 4705-4723, September.
    16. Hoogerheide, Lennart & Block, Joern H. & Thurik, Roy, 2012. "Family background variables as instruments for education in income regressions: A Bayesian analysis," Economics of Education Review, Elsevier, vol. 31(5), pages 515-523.
    17. Ali Reza Oryoie & Atiyeh Vahidmanesh, 2022. "The Rate of Return to Education in Iran," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 813-829, June.
    18. Peet, Evan D. & Fink, Günther & Fawzi, Wafaie, 2015. "Returns to education in developing countries: Evidence from the living standards and measurement study surveys," Economics of Education Review, Elsevier, vol. 49(C), pages 69-90.
    19. Uwaifo, Ruth, 2006. "Africa's Education Enigma? The Nigerian story," 2006 Annual meeting, July 23-26, Long Beach, CA 21254, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    20. Armand Totouom & Vincent De Paul Mboutchouang & Hervé Kaffo Fotio, 2018. "The Effects of Education on Labour Force Participation in Cameroon: A Gender Perspective," African Development Review, African Development Bank, vol. 30(1), pages 45-55, March.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:afrdev:v:32:y:2020:i:3:p:446-458. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/afdbgci.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.