, Volume 44, Issue 1, pp 59–77 | Cite as

Educational reversals and first-birth timing in sub-saharan africa: A dynamic multilevel approach

  • Laurie F. Derose
  • Øystein Kravdal


In many areas throughout sub-Saharan Africa, young adult cohorts are less educated than their predecessors because of declines in school enrollments during the 1980s and 1990s. Because a woman with little education typically becomes a mother earlier and has more children than one with better education, and because of a similar well-established relationship between current education and current fertility at the societal level, one might expect such education reversals to raise fertility. However, if there is an additional negative effect of low educational level among currently young women compared with that in the past, which would accord with ideas about the impact of relative deprivation, the total effect of an education reversal may run in either direction. This possibility has not been explored in earlier studies, which have taken a more static approach. We focus on the initiation of childbearing. Using Demographic and Health Survey data from 16 sub-Saharan African countries with multiple surveys, we estimate a fixed-effects multilevel model for first births that includes the woman’s own education, community education, and community education relative to the past. There are negative effects of individual and community education, but no effect of relative education. Thus we conclude that education reversals do seem to speed up entry into parenthood.


Community Education Relative Deprivation Fertility Transition Primary Sampling Unit Individual Education 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. Axinn, W.G. and J.S. Barber. 2001. “Mass Education and Fertility Limitation.” American Sociological Review 66:481–505.CrossRefGoogle Scholar
  2. Becker, G. 1991. A Treatise on the Family. Cambridge, MA: Harvard University Press.Google Scholar
  3. Blossfeld, H.-P. and J. Huinink. 1991. “Human Capital Investments or Norms of Role Transition? How Women’s Schooling and Career Affect the Process of Family Formation.” American Journal of Sociology 97:143–68.CrossRefGoogle Scholar
  4. Bongaarts, J. and S.C. Watkins. 1996. “Social Interactions and Contemporary Fertility Transitions.” Population and Development Review 22:639–82.CrossRefGoogle Scholar
  5. Brydon, L. and K. Legge. 1996. Adjusting Society: The World Bank, the IMF and Ghana. London: I. B. Tauris Publishers.Google Scholar
  6. Caldwell, J.C. 1980. “Mass Education as a Determinant of the Timing of Fertility Decline.” Population and Development Review 6:225–55.CrossRefGoogle Scholar
  7. Castro Martín, T. 1995. “Women’s Education and Fertility: Results From 26 Demographic and Health Surveys.” Studies in Family Planning 26:87–202.Google Scholar
  8. Colclough, C. with K. Lewin. 1993. Educating All the Children: Strategies for Primary Schooling in the South. Oxford: Clarendon Press.Google Scholar
  9. Diez Roux, A.V. 2004. “Commentary: Estimating Neighborhood Health Effects. The Challenges of Causal Inference in a Complex World.” Social Science & Medicine 58:1953–60.CrossRefGoogle Scholar
  10. Duflo, E. 2004. “The Medium Run Effects of Educational Expansion: Evidence From a Large School Construction Program in Indonesia.” Journal of Development Economics 74:163–97.CrossRefGoogle Scholar
  11. Duryea, S., D. Lam, and D. Levison. 2003. “Effects of Economic Shocks on Children’s Employment and Schooling in Brazil.” PSC Research Report 03-541. Ann Arbor: University of Michigan Population Studies Center.Google Scholar
  12. Easterlin, R.A. 1978. “The Economics and Sociology of Fertility: A Synthesis.” Pp. 57–133 in Historical Studies of Changing Fertility, edited by C. Tilly. Princeton, NJ: Princeton University Press.Google Scholar
  13. Eloundou-Enyegue, P.M. and J. DaVanzo. 2003. “Economic Downturns and Schooling Inequality, Cameroon, 1987–95.” Population Studies 57:183–97.CrossRefGoogle Scholar
  14. Eloundou-Enyegue, P.M. and C.S. Stokes. 1999. “Every Family for Themselves? Economic Crisis and the Fostering of School Children in Africa.” Paper presented at the annual meeting of the Population Association of America, New York, March 25–27.Google Scholar
  15. —. 2004. “Teen Fertility and Gender Inequality in Education: A Contextual Hypothesis.” Demographic Research 11:305–34.CrossRefGoogle Scholar
  16. Folbre, N. 1988. “Patriarchal Social Formations in Zimbabwe.” Pp. 61–80 in Patriarchy and Class: African Women in the Home and the Workforce, edited by S.B. Stichter and J.L. Parpart. Boulder: Westview Press.Google Scholar
  17. Frankenberg, E. and W. Suriastini. 1999. “Health, Education and the Economic Crisis in Indonesia.” Paper presented at the annual meeting of the Population Association of America, New York, March 25–27.Google Scholar
  18. Goody, J. 1993. “The Future of the Family in Rural Africa.” Pp. 15–63 in Readings in Population Research Methodology, Vol. 4, edited by G.W. Rumsey. Chicago: United Nations Fund for Population Activities.Google Scholar
  19. Grant, M.R. and A.D. Palmiere. 2003. “When Tea is a Luxury: The Economic Impact of HIV/AIDS in Bulawayo, Zimbabwe.” African Studies 62:213–41.CrossRefGoogle Scholar
  20. Happel, S.K., J.K. Hill, and S.A. Low. 1984. “An Economic Analysis of the Timing of Childbirth.” Population Studies 38:356–66.CrossRefGoogle Scholar
  21. Hirschman, C. and P. Guest. 1990. “Multilevel Models of Fertility Determination in Four Southeast Asian Countries: 1970 and 1980.” Demography 27:369–96.CrossRefGoogle Scholar
  22. Jejeebhoy, S.J. 1995. Women’s Education, Autonomy, and Reproductive Behaviour: Experience From Developing Countries. Oxford: Clarendon Press.Google Scholar
  23. Kohler H.-P., J.R. Behrman, and S.C. Watkins. 2001. “The Density of Social Networks and Fertility Decisions: Evidence From South Nyanza District, Kenya.” Demography 38:43–58.CrossRefGoogle Scholar
  24. Kravdal, Ø. 2001. “The High Fertility of College Educated Women in Norway: An Artifact of the Separate Modelling of Each Parity Transition.” Demographic Research 5:188–215.CrossRefGoogle Scholar
  25. —. 2002a. “Education and Fertility in Sub-Saharan Africa: Individual and Community Effects.” Demography 39:233–50.Google Scholar
  26. —. 2002b. “The Impact of Individual and Aggregate Unemployment on Fertility in Norway.” Demographic Research 6:264–93.Google Scholar
  27. Lam, D. and S. Duryea. 1999. “Effects of Schooling on Fertility, Labor Supply, and Investments in Children, With Evidence From Brazil.” Journal of Human Resources 24:160–92.CrossRefGoogle Scholar
  28. Larsen, U.M. and M. Hollos. 2005. “The Importance of Motherhood: A Community Based Study of Infertility in Moshi, Northern Tanzania.” Paper presented at the annual meeting of the Population Association of America, Philadelphia, March 31-April 2.Google Scholar
  29. Lichter, D.T., D.K. McLaughlin, G. Kephart, and D.J. Landry. 1992. “Race and the Retreat From Marriage: A Shortage of Marriageable Men?” American Sociological Review 57:781–99.CrossRefGoogle Scholar
  30. Lloyd, C.B., Ed. 2005. Growing Up Global: The Changing Transitions to Adulthood in Developing Countries. Washington, DC: The National Academies Press.Google Scholar
  31. Lloyd, C.B., C.E. Kaufman, and P. Hewett. 2000. “Implications for Fertility Change of the Spread of Primary Schooling in Sub-Saharan Africa.” Population and Development Review 26:483–515.CrossRefGoogle Scholar
  32. Macassa, G., G. Ghilagaber, E. Bernhardt, F. Diderichsen, and B. Burström. 2003. “Inequalities in Child Mortality in Mozambique: Differentials by Parental Socio-Economic Position.” Social Science & Medicine 57:2255–64.CrossRefGoogle Scholar
  33. Macintyre, S., A. Ellaway, and S. Cummins. 2002. “Place Effects on Health: How Can We Conceptualise, Operationalise and Measure Them?” Social Science & Medicine 55:125–39.CrossRefGoogle Scholar
  34. Macunovich, D.J. 1998. “Fertility and the Easterlin Hypothesis: An Assessment of the Literature.” Journal of Population Economics 11:53–111.CrossRefGoogle Scholar
  35. Makinwa-Adebusoye, P. 1994. “Changes in the Costs and Benefits of Children to Their Parents.” Pp. 175–192 in The Onset of Fertility Transition in Sub-Saharan Africa, edited by T. Locoh and V. Hertrich. Liège, Belgium: IUSSP.Google Scholar
  36. Manski, C.F. 1993. “Identification of Endogenous Effects: The Reflection Problem.” The Review of Economic Studies 60:531–42.CrossRefGoogle Scholar
  37. Mari Bhat, P.N. 1998. “Emerging Regional Differences in Fertility in India: Causes and Correlations.” Pp. 131–68 in Reproductive Change in India and Brazil, edited by G. Martine, M.D. Gupta, and L.C. Chen. New Delhi: Oxford University Press.Google Scholar
  38. Mason, A. 1993. “The Response of Fertility and Mortality to Economic Crisis and Structural Adjustment Policy During the 1980s: A Review.” Pp. 411–29 in Montreal 1993 International Population Conference, Vol. 2. Liège, Belgium: IUSSP.Google Scholar
  39. Mensch, B.S., S. Singh, and J. Casterline. 2005. “Trends in the Timing of First Marriage Among Men and Women in the Developing World.” Working Paper No. 202. Population Research Division, The Population Council, New York.Google Scholar
  40. Montgomery, M.R. and J.B. Casterline. 1996. “Social Learning, Social Influence and New Models of Fertility.” Population and Development Review 22 (Suppl.):151–75.CrossRefGoogle Scholar
  41. Nagashima, N. 1987. “Aspects of Change in Bridewealth Among the Iteso of Kenya.” Pp. 183–98 in Transformations of African Marriage, edited by D. Parkin and D. Nyamwaya. Manchester, United Kingdom: Manchester University Press for the International African Institute.Google Scholar
  42. Oakes, J.M. 2004. “The (Mis)estimation of Neighborhood Effects: Causal Inference for a Practicable Social Epidemiology.” Social Science & Medicine 58:1929–52.CrossRefGoogle Scholar
  43. Oliver, R. 1995. “Family Size Decisions in Sub-Saharan Africa: An Empirical Analysis for Ghana.” Ph.D. dissertation. Department of Economics, Stanford University.Google Scholar
  44. Raikes, P. and P. Gibbon. 1996. “Tanzania, 1986–94.” Pp. 215–307 in Limits of Adjustment in Africa: The Effects of Economic Liberalization, 1986–94, edited by P. Engberg-Pederson, P. Gibbon, P. Raikes, and L. Udsholt. Oxford: James Currey.Google Scholar
  45. Rindfuss, R.R., S.P. Morgan, and C.G. Swicegood. 1988. First Births in America: Changes in the Timing of Parenthood. Berkeley: University of California Press.Google Scholar
  46. South, S.J. and K.D. Crowder. 2000. “The Declining Significance of Neighborhoods? Marital Transitions in Community Context.” Social Forces 78:1067–99.CrossRefGoogle Scholar
  47. Thurow, L.C. 1975. Generating Inequality: Mechanisms of Distribution in the U.S. Economy. New York: Basic Books.Google Scholar
  48. United Nations. 2004. World Population Prospects: The 2004 Revision Population Database. Available online at Scholar
  49. Walker, I. and H.J. Smith, Eds. 2002. Relative Deprivation. Specification, Development, and Integration. Cambridge, England: Cambridge University Press.Google Scholar
  50. Watkins, S., N. Rutenberg, and D. Wilkinson. 1997. “Orderly Theories, Disorderly Women.” Pp. 213–45 in The Continuing Demographic Transition, edited by G.W. Jones, J.C. Caldwell, and R.M. D’Souza. Oxford: Oxford University Press.Google Scholar

Copyright information

© Population Association of America 2007

Authors and Affiliations

  • Laurie F. Derose
    • 1
  • Øystein Kravdal
    • 2
  1. 1.Maryland Population Research CenterUniversity of MarylandCollege Park
  2. 2.Department of EconomicsUniversity of OsloOsloNorway

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