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Early Life Determinants of Cognitive Ability: A Comparative Study on Madagascar and Senegal

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  • Kaila, Heidi

    (World Bank)

  • Sahn, David E.

    (Cornell University)

  • Sunder, Naveen

    (Bentley University)

Abstract

We study the determinants of educational and cognitive outcomes of young adults in Madagascar and Senegal employing a production function approach. Using unique and comparable long-term panel data sets from both countries, we find that cognitive skills measured using test scores in second grade are strong predictors of school attainment and cognitive skills of a cohort of individuals surveyed in their early twenties. The inclusion of early life household wealth, parental education and other household characteristics in the model does not diminish the impact of early cognitive ability on educational and cognitive outcomes in young adult life. Additionally, we find that both early life cognitive ability and health seem to have independent effects on educational attainment and adult cognition. In Senegal, both math and French scores are strong predictors of adult cognitive skills, whereas in Madagascar math plays a relatively stronger role. We find suggestive evidence that the association between early life cognitive ability and later life outcomes is stronger among girls as compared to boys. We also show significant differences in the relationship between early ability and later life test scores for those cohort members according to their height, which we consider a proxy for health status – shorter individuals show a stronger relationship between second grade performance and later life outcomes. These findings highlight the importance of how falling behind in early life may be critical in determining longterm outcomes, particularly for vulnerable groups, that is girls and shorter individuals.

Suggested Citation

  • Kaila, Heidi & Sahn, David E. & Sunder, Naveen, 2018. "Early Life Determinants of Cognitive Ability: A Comparative Study on Madagascar and Senegal," IZA Discussion Papers 11550, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp11550
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    as
    1. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    2. Peter Glick & Jean Claude Randrianarisoa & David E. Sahn, 2011. "Family background, school characteristics, and children's cognitive achievement in Madagascar," Education Economics, Taylor & Francis Journals, vol. 19(4), pages 363-396, February.
    3. Thomas Bossuroy & Denis Cogneau, 2013. "Social Mobility in Five African Countries," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59, pages 84-110, October.
    4. Harold Alderman & John Hoddinott & Bill Kinsey, 2006. "Long term consequences of early childhood malnutrition," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 450-474, July.
    5. Joshua D. Angrist & Parag A. Pathak & Christopher R. Walters, 2013. "Explaining Charter School Effectiveness," American Economic Journal: Applied Economics, American Economic Association, vol. 5(4), pages 1-27, October.
    6. Christelle Dumas & Sylvie Lambert, 2011. "Educational Achievement and Socio-economic Background: Causality and Mechanisms in Senegal," Journal of African Economies, Centre for the Study of African Economies, vol. 20(1), pages 1-26, January.
    7. Mario Fiorini & Michael P. Keane, 2014. "How the Allocation of Children's Time Affects Cognitive and Noncognitive Development," Journal of Labor Economics, University of Chicago Press, vol. 32(4), pages 787-836.
    8. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    9. 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.
    10. Petra E. Todd & Kenneth I. Wolpin, 2007. "The Production of Cognitive Achievement in Children: Home, School, and Racial Test Score Gaps," Journal of Human Capital, University of Chicago Press, vol. 1(1), pages 91-136.
    11. Tahir Andrabi & Jishnu Das & Asim Ijaz Khwaja & Tristan Zajonc, 2011. "Do Value-Added Estimates Add Value? Accounting for Learning Dynamics," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 29-54, July.
    12. Janet Currie & Tom Vogl, 2013. "Early-Life Health and Adult Circumstance in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 1-36, May.
    13. James J. Heckman & Stefano Mosso, 2014. "The Economics of Human Development and Social Mobility," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 689-733, August.
    14. Eric A. Hanushek & Ludger Woessmann, 2008. "The Role of Cognitive Skills in Economic Development," Journal of Economic Literature, American Economic Association, vol. 46(3), pages 607-668, September.
    15. 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.
    16. Glick, Peter & Sahn, David E., 2009. "Cognitive skills among children in Senegal: Disentangling the roles of schooling and family background," Economics of Education Review, Elsevier, vol. 28(2), pages 178-188, April.
    17. Jere Behrman & John Hoddinott & John Maluccio & Erica Soler-Hampejsek & Emily Behrman & Reynaldo Martorell & Manuel Ramírez-Zea & Aryeh Stein, 2014. "What determines adult cognitive skills? Influences of pre-school, school, and post-school experiences in Guatemala," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 23(1), pages 1-32, December.
    18. Pierre André & Jean-Luc Demonsant, 2012. "Koranic Schools in Senegal : A real barrier to formal education?," THEMA Working Papers 2012-46, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    19. Spears, Dean, 2012. "Height and cognitive achievement among Indian children," Economics & Human Biology, Elsevier, vol. 10(2), pages 210-219.
    20. David J. Deming & Justine S. Hastings & Thomas J. Kane & Douglas O. Staiger, 2014. "School Choice, School Quality, and Postsecondary Attainment," American Economic Review, American Economic Association, vol. 104(3), pages 991-1013, March.
    21. Nicola Persico & Andrew Postlewaite & Dan Silverman, 2004. "The Effect of Adolescent Experience on Labor Market Outcomes: The Case of Height," Journal of Political Economy, University of Chicago Press, vol. 112(5), pages 1019-1053, October.
    22. James Heckman & Edward Vytlacil, 1998. "Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating the Average Rate of Return to Schooling When the Return is Correlated with Schooling," Journal of Human Resources, University of Wisconsin Press, vol. 33(4), pages 974-987.
    23. Anne Case & Christina Paxson, 2008. "Stature and Status: Height, Ability, and Labor Market Outcomes," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 499-532, June.
    24. LaFave, Daniel & Thomas, Duncan, 2017. "Height and cognition at work: Labor market productivity in a low income setting," Economics & Human Biology, Elsevier, vol. 25(C), pages 52-64.
    25. repec:dau:papers:123456789/12594 is not listed on IDEAS
    26. Anne Case & Christina Paxson, 2010. "Causes and consequences of early-life health," Demography, Springer;Population Association of America (PAA), vol. 47(1), pages 65-85, March.
    27. Sentana, Enrique & Fiorentini, Gabriele, 2001. "Identification, estimation and testing of conditionally heteroskedastic factor models," Journal of Econometrics, Elsevier, vol. 102(2), pages 143-164, June.
    28. David J. Deming, 2014. "Using School Choice Lotteries to Test Measures of School Effectiveness," American Economic Review, American Economic Association, vol. 104(5), pages 406-411, May.
    29. Ladd, Helen F. & Walsh, Randall P., 2002. "Implementing value-added measures of school effectiveness: getting the incentives right," Economics of Education Review, Elsevier, vol. 21(1), pages 1-17, February.
    30. Das, Jishnu & Zajonc, Tristan, 2010. "India shining and Bharat drowning: Comparing two Indian states to the worldwide distribution in mathematics achievement," Journal of Development Economics, Elsevier, vol. 92(2), pages 175-187, July.
    31. Leon Feinstein, 2003. "Inequality in the Early Cognitive Development of British Children in the 1970 Cohort," Economica, London School of Economics and Political Science, vol. 70(277), pages 73-97, February.
    32. King, Mervyn & Sentana, Enrique & Wadhwani, Sushil, 1994. "Volatility and Links between National Stock Markets," Econometrica, Econometric Society, vol. 62(4), pages 901-933, July.
    33. Petter Lundborg & Paul Nystedt & Dan-Olof Rooth, 2014. "Height and Earnings: The Role of Cognitive and Noncognitive Skills," Journal of Human Resources, University of Wisconsin Press, vol. 49(1), pages 141-166.
    34. Almond, Douglas & Currie, Janet, 2011. "Human Capital Development before Age Five," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 15, pages 1315-1486, Elsevier.
    35. repec:pri:cheawb:case_and_paxson_early_life_health_w15637 is not listed on IDEAS
    36. Sohn, Kitae, 2015. "The height premium in Indonesia," Economics & Human Biology, Elsevier, vol. 16(C), pages 1-15.
    37. Flavio Cunha & James J. Heckman, 2008. "Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    38. repec:pri:cheawb:case_and_paxson_early_life_health_w15637.pdf is not listed on IDEAS
    39. Michaelowa, Katharina, 2001. "Primary Education Quality in Francophone Sub-Saharan Africa: Determinants of Learning Achievement and Efficiency Considerations," World Development, Elsevier, vol. 29(10), pages 1699-1716, October.
    40. Vogl, Tom S., 2014. "Height, skills, and labor market outcomes in Mexico," Journal of Development Economics, Elsevier, vol. 107(C), pages 84-96.
    41. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
    42. Hanushek, Eric A., 2013. "Economic growth in developing countries: The role of human capital," Economics of Education Review, Elsevier, vol. 37(C), pages 204-212.
    43. Harold Alderman & Jere Behrman & Hans-Peter Kohler & John A. Maluccio & Susan Watkins, 2001. "Attrition in Longitudinal Household Survey Data," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 5(4), pages 79-124.
    44. repec:pri:rpdevs:case_and_paxson_early_life_health_w15637 is not listed on IDEAS
    45. Helmers, Christian & Patnam, Manasa, 2011. "The formation and evolution of childhood skill acquisition: Evidence from India," Journal of Development Economics, Elsevier, vol. 95(2), pages 252-266, July.
    46. Peter Glick & David E. Sahn, 2010. "Early Academic Performance, Grade Repetition, and School Attainment in Senegal: A Panel Data Analysis," The World Bank Economic Review, World Bank, vol. 24(1), pages 93-120, January.
    47. Azomahou,Theophile T. & Yitbarek,Eleni Abraham, 2016. "Intergenerational education mobility in Africa : has progress been inclusive ?," Policy Research Working Paper Series 7843, The World Bank.
    48. Duc, Le Thuc, 2011. "Height and Cognitive Achievement of Vietnamese Children," World Development, Elsevier, vol. 39(12), pages 2211-2220.
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    More about this item

    Keywords

    education; cognitive ability; human capital; test scores; health; Africa;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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