IDEAS home Printed from https://ideas.repec.org/p/ldr/wpaper/203.html
   My bibliography  Save this paper

Gender and Birth Order Effects on Intra-household Schooling Choices and Education Attainments in Kenya

Author

Listed:
  • Fredrick M. Wamalwa

    (School of Economics, University of Cape Town)

  • Justine Burns

    (School of Economics, University of Cape Town)

Abstract

In this paper, we investigate the effect of two important family characteristics - gender and birth order- on intra-household investments in, and educational outcomes of, children in Kenya. We measure intra-household education investments in children by household's decision to enrol children in private schools and educational outcomes by two variables, completed years of education and relative grade attainment. We use a large household survey data that allows us to apply the family fixed effects models that address the potential endogeneity of children's gender and family size as well as factors that are unobservable at the household level. Although we do not find an intra-household gender preference in terms of investments in children's education, there is a female advantage in terms of the two measured education outcomes. Such female advantage is in contrast with literature generally reported from developing countries. It is, however, in line with global trends which show that more girls are getting educated and the gender gap in education has narrowed considerably. Regarding birth order effects, we find significant negative birth order effects on private enrolment, completed years of education and relative grade attainment. The negative birth order effects are not in line with the evidence from many other developing countries but are in line with results from developed countries. Our results are robust to different sample restrictions. We find that household wealth plays a significant role in propagating the birth order but not the gender effects we observe.

Suggested Citation

  • Fredrick M. Wamalwa & Justine Burns, 2017. "Gender and Birth Order Effects on Intra-household Schooling Choices and Education Attainments in Kenya," SALDRU Working Papers 203, Southern Africa Labour and Development Research Unit, University of Cape Town.
  • Handle: RePEc:ldr:wpaper:203
    as

    Download full text from publisher

    File URL: https://www.opensaldru.uct.ac.za/handle/11090/865
    File Function: Full text
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Basu, Kaushik & Van, Pham Hoang, 1998. "The Economics of Child Labor," American Economic Review, American Economic Association, vol. 88(3), pages 412-427, June.
    2. Alison Booth & Hiau Kee, 2009. "Birth order matters: the effect of family size and birth order on educational attainment," Journal of Population Economics, Springer;European Society for Population Economics, vol. 22(2), pages 367-397, April.
    3. Maitra, Pushkar & Pal, Sarmistha & Sharma, Anurag, 2016. "Absence of Altruism? Female Disadvantage in Private School Enrollment in India," World Development, Elsevier, vol. 85(C), pages 105-125.
    4. Ramaele Moshoeshoe, 2016. "Birth order effects on education attainment and child labour: Evidence from Lesotho," Working Papers 93, Economic Research Southern Africa.
    5. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    6. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2005. "The More the Merrier? The Effect of Family Size and Birth Order on Children's Education," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 669-700.
    7. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    8. Martin Wittenberg & Murray Leibbrandt, 2017. "Measuring Inequality by Asset Indices: A General Approach with Application to South Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(4), pages 706-730, December.
    9. Michel Tenikue & Bertrand Verheyden, 2010. "Birth Order and Schooling: Theory and Evidence from Twelve Sub-Saharan Countries," Journal of African Economies, Centre for the Study of African Economies, vol. 19(4), pages 459-495, August.
    10. Sam Jones & Youdi Schipper & Sara Ruto & Rakesh Rajani, 2014. "Can Your Child Read and Count? Measuring Learning Outcomes in East Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 23(5), pages 643-672.
    11. Monique De Haan & Erik Plug & José Rosero, 2014. "Birth Order and Human Capital Development: Evidence from Ecuador," Journal of Human Resources, University of Wisconsin Press, vol. 49(2), pages 359-392.
    12. de Haan, Monique, 2010. "Birth order, family size and educational attainment," Economics of Education Review, Elsevier, vol. 29(4), pages 576-588, August.
    13. Deon Filmer & Kinnon Scott, 2012. "Assessing Asset Indices," Demography, Springer;Population Association of America (PAA), vol. 49(1), pages 359-392, February.
    14. Dalton Conley & Rebecca Glauber, 2006. "Parental Educational Investment and Children’s Academic Risk: Estimates of the Impact of Sibship Size and Birth Order from Exogenous Variation in Fertility," Journal of Human Resources, University of Wisconsin Press, vol. 41(4).
    15. Jeffrey M. Wooldridge, 2003. "Cluster-Sample Methods in Applied Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 133-138, May.
    16. Julio Cáceres-Delpiano, 2006. "The Impacts of Family Size on Investment in Child Quality," Journal of Human Resources, University of Wisconsin Press, vol. 41(4).
    17. Subha Mani & John Hoddinott & John Strauss, 2013. "Determinants of Schooling: Empirical Evidence from Rural Ethiopia," Journal of African Economies, Centre for the Study of African Economies, vol. 22(5), pages 693-731, November.
    18. Joseph Price, 2008. "Parent-Child Quality Time: Does Birth Order Matter?," Journal of Human Resources, University of Wisconsin Press, vol. 43(1).
    19. Judith Blake, 1981. "Family size and the quality of children," Demography, Springer;Population Association of America (PAA), vol. 18(4), pages 421-442, November.
    20. Soham Sahoo, 2017. "Intra-Household Gender Disparity in School Choice: Evidence from Private Schooling in India," Journal of Development Studies, Taylor & Francis Journals, vol. 53(10), pages 1714-1730, October.
    21. Gary S. Becker, 1960. "An Economic Analysis of Fertility," NBER Chapters, in: Demographic and Economic Change in Developed Countries, pages 209-240, National Bureau of Economic Research, Inc.
    22. Austin Nichols & Mark E Schaffer, 2007. "Clustered standard errors in Stata," United Kingdom Stata Users' Group Meetings 2007 07, Stata Users Group.
    23. Horrace, William C. & Oaxaca, Ronald L., 2006. "Results on the bias and inconsistency of ordinary least squares for the linear probability model," Economics Letters, Elsevier, vol. 90(3), pages 321-327, March.
    Full references (including those not matched with items on IDEAS)

    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. Lucio Esposito & Sunil Mitra Kumar & Adrián Villaseñor, 2020. "The importance of being earliest: birth order and educational outcomes along the socioeconomic ladder in Mexico," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(3), pages 1069-1099, July.
    2. Zhang, Shumeng & Guo, Naijia & Zhang, Junsen, 2023. "Reexamining the effect of birth order on cognitive and non-cognitive abilities: New evidence from China," Economics of Education Review, Elsevier, vol. 97(C).
    3. Heather Congdon Fors & Annika Lindskog, 2023. "Within‐family inequalities in human capital accumulation in India," Review of Development Economics, Wiley Blackwell, vol. 27(1), pages 3-28, February.
    4. Andersen, Dana C. & Gunes, Pinar Mine, 2023. "Birth Order Effects in the Developed and Developing World: Evidence from International Test Scores," IZA Discussion Papers 15931, Institute of Labor Economics (IZA).
    5. Andra Hiriscau & Mihaela Pintea, 2024. "Birth order, socioeconomic background and educational attainment," Education Economics, Taylor & Francis Journals, vol. 32(3), pages 395-412, May.
    6. Ronni Pavan, 2016. "On the Production of Skills and the Birth-Order Effect," Journal of Human Resources, University of Wisconsin Press, vol. 51(3), pages 699-726.
    7. Jaqueline Oliveira, 2019. "Birth order and the gender gap in educational attainment," Review of Economics of the Household, Springer, vol. 17(3), pages 775-803, September.
    8. Guo, Rufei & Yi, Junjian & Zhang, Junsen, 2017. "Family size, birth order, and tests of the quantity–quality model," Journal of Comparative Economics, Elsevier, vol. 45(2), pages 219-224.
    9. Monique De Haan & Erik Plug & José Rosero, 2014. "Birth Order and Human Capital Development: Evidence from Ecuador," Journal of Human Resources, University of Wisconsin Press, vol. 49(2), pages 359-392.
    10. Vu, Linh Hoang & Tran, Tuyen Quang, 2021. "Sibship composition, birth order and education: Evidence from Vietnam," International Journal of Educational Development, Elsevier, vol. 85(C).
    11. Beltramo, Theresa P. & Calvi, Rossella & De Giorgi, Giacomo & Sarr, Ibrahima, 2023. "Child poverty among refugees," World Development, Elsevier, vol. 171(C).
    12. Wanchuan Lin & Juan Pantano & Shuqiao Sun, 2020. "Birth order and unwanted fertility," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(2), pages 413-440, April.
    13. Wamalwa, Fredrick M. & Burns, Justine, 2018. "Private schools and student learning achievements in Kenya," Economics of Education Review, Elsevier, vol. 66(C), pages 114-124.
    14. Francesca Marchetta & Claire Ricard, 2024. "Birth order and transition into adulthood in Madagascar," CERDI Working papers hal-04598699, HAL.
    15. Kim, Jun Hyung & Wang, Shaoda, 2021. "Birth Order Effects, Parenting Style, and Son Preference," GLO Discussion Paper Series 1007, Global Labor Organization (GLO).
    16. Maximilian Schwefer, 2018. "Birth Order Effects and Educational Achievement in the Developing World," ifo Working Paper Series 282, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    17. Hai-Anh H. Dang & F. Halsey Rogers, 2016. "The Decision to Invest in Child Quality over Quantity: Household Size and Household Investment in Education in Vietnam," The World Bank Economic Review, World Bank, vol. 30(1), pages 104-142.
    18. Mendolia, Silvia & Stavrunova, Olena & Vidal-Fernandez, Marian, 2024. "Birth Order Effects on Education: Insights from Low- And Middle-Income Countries," IZA Discussion Papers 17131, Institute of Labor Economics (IZA).
    19. Dasgupta, Kabir & Solomon, Keisha T., 2018. "Family size effects on childhood obesity: Evidence on the quantity-quality trade-off using the NLSY," Economics & Human Biology, Elsevier, vol. 29(C), pages 42-55.
    20. Chinhui Juhn & Yona Rubinstein & C. Andrew Zuppann, 2015. "The Quantity-Quality Trade-off and the Formation of Cognitive and Non-cognitive Skills," NBER Working Papers 21824, National Bureau of Economic Research, Inc.

    More about this item

    Keywords

    Birth order; gender; household fixed effects; fully interacted models; Kenya;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ldr:wpaper:203. 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: Alison Siljeur (email available below). General contact details of provider: https://edirc.repec.org/data/sauctza.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.