Abstract
In many developing countries, the annual number of births has reached a peak in recent years and has declined since that time. We investigate how the schooling that individuals complete responds to the changes in the number of potential labor market competitors implied by changes in the annual number of births. We use census data from Vietnam, Thailand, Iran and Cambodia and document a similar pattern in all of them: holding other characteristics constant, individuals born during the upswing of the demographic cycle complete less schooling than individuals born during the downswing of the demographic cycle. Our estimates suggest that individuals' schooling choices mitigate the possibly adverse economic effects of the demographic cycle. For developing countries that are at earlier phases of the demographic transition, our study lets us predict schooling levels as the demographic transition moves forward.
Acknowledgements
We thank Saul Hoffman, Charles Link, Adrienne Lucas, Bo Malmgren and James Mulligan for their comments.
Appendix
Estimates of relative cohort size average marginal effects for alternative definitions of relative cohort size.
Vietnam | 3-year time frame men | 3-year time frame women | 7-year time frame men | 7-year time frame women |
---|---|---|---|---|
Older relative cohort | 1.676 | 1.684 | −5.582 | −6.440 |
(1.627) | (1.855) | (1.824) | (1.899) | |
Younger relative cohort | 0.777 | 1.060 | 4.961 | 5.703 |
(0.674) | (0.794) | (1.181) | (1.254) | |
Thailand | ||||
Older relative cohort | −1.667 | −4.385 | −2.253 | −4.034 |
(1.148) | (1.576) | (0.793) | (0.962) | |
Younger relative cohort | 1.571 | 4.751 | 2.053 | 3.903 |
(1.292) | (1.724) | (1.061) | (0.936) | |
Iran | ||||
Older relative cohort | −0.238 | −0.321 | −0.439 | −0.516 |
(0.068) | (0.076) | (0.125) | (0.064) | |
Younger relative cohort | 0.576 | 0.138 | 0.753 | 0.476 |
(0.331) | (0.308) | (0.182) | (0.256) | |
Cambodia | ||||
Older relative cohort | −1.531 | −1.868 | −0.890 | −1.175 |
(0.422) | (0.443) | (0.411) | (0.053) | |
Younger relative cohort | 6.837 | 7.135 | 3.889 | 4.016 |
(1.512) | (1.398) | (0.205) | (0.241) |
Note: Standard error estimates adjusted for clustering by birth year are in parentheses.
Tests of equality of relative cohort size estimated average marginal effects for alternative relative cohort size definitions and point estimates of relative cohort size average marginal effects based on 5-year time frame.
Vietnam | Men | Women |
---|---|---|
3-year time frame | χ2(2) = 81.75 | χ2(2) = 77.37 |
Pr. = 0.000 | Pr. = 0.000 | |
7-year time frame | χ2(2) = 3.63 | χ2(2) = 4.37 |
Pr. = 0.163 | Pr. = 0.112 | |
Thailand | ||
3-year time frame | χ2(2) = 1.11 | χ2(2) = 0.16 |
Pr. = 0.574 | Pr. = 0.925 | |
7-year time frame | χ2(2) = 0.65 | χ2(2) = 0.52 |
Pr. = 0.723 | Pr. = 0.772 | |
Iran | ||
3-year time frame | χ2(2) = 5.00 | χ2(2) = 10.24 |
Pr. = 0.082 | Pr. = 0.006 | |
7-year time frame | χ2(2) = 0.90 | χ2(2) = 1.53 |
Pr. = 0.638 | Pr. = 0.464 | |
Cambodia | ||
3-year time frame | χ2(2) = 4.39 | χ2(2) = 5.75 |
Pr. = 0.111 | Pr. = 0.057 | |
7-year time frame | χ2(2) = 38.57 | χ2(2) = 50.91 |
Pr. = 0.000 | Pr. = 0.000 |
Note: Standard error estimates are adjusted for clustering by birth year.
References
Amaral, Ernesto F. de L., Daniel Hamermesh, Joseph E. Potter, and Eduardo L. G. Rios-Neto. 2013. “Demographic Change and the Structure of Wages: A Demand-Theoretic Analysis for Brazil.” Demographic Research 28: 581–612.10.3386/w13533Suche in Google Scholar
Ayres, David M 2000. Anatomy of a Crisis: Education, Development, and the State in Cambodia, 1953–1998, Honolulu: University of Hawai’i Press.10.1515/9780824861445Suche in Google Scholar
Berger, Mark C. 1983. “Changes in Labor Force Composition and Male Earnings: A Production Approach.” Journal of Human Resources 18 (2): 177–96.10.2307/145481Suche in Google Scholar
Binelli, Chiara. (2014). “How the Wage-Education Profile Got More Convex: Evidence from Mexico.” Discussion Paper No. 1404, University of Southampton.10.1515/bejm-2014-0030Suche in Google Scholar
Bloom, David E., and David Canning. 2004. “Global Demographic Change: Dimensions and Economic Significance,” in Global Demographic Change: Economic Impacts and Policy Challenges, edited by Gordon H. Sellon Jr., 9–56. Kansas City: Federal Reserve Bank of Kansas City10.3386/w10817Suche in Google Scholar
Cameron, A. Colin, and Pravin K Trivedi. 2005. Microeconometrics: Methods and Applications. New York: Cambridge University Press.10.1017/CBO9780511811241Suche in Google Scholar
Dooley, Martin D, and Peter Gottschalk. 1984. “Earnings Inequality among Males in the United States: Trends and the Effect of Labor Force Growth.” Journal of Political Economy 92 (1): 59–89.10.1086/261208Suche in Google Scholar
Falaris, Evangelos M, and H. Elizabeth Peters. 1992. “Schooling Choices and Demographic Cycles.” Journal of Human Resources 27 (4): 551–74.10.2307/146075Suche in Google Scholar
Lam, David, and Letícia Marteleto. 2005. “Small Families and Large Cohorts: The Impact of the Demographic Transition on Schooling in Brazil.” In The Changing Transitions to Adulthood in Developing Countries: Selected Studies, edited by C. Lloyd, J. Behrman, N. Stromquist and B. Cohen, 56–83. Washington: National Academies Press.Suche in Google Scholar
Lam, David, and Letícia Marteleto. 2008. “Stages of the Demographic Transition from a Child's Perspective: Family Size, and Children's Resources.” Population and Development Review 32 (2): 225–52.10.1111/j.1728-4457.2008.00218.xSuche in Google Scholar
Mehryar, Amir H., Shirin Ahmad-Nia, and Shahla Kazemipour. 2007. “Reproductive Health in Iran: Pragmatic Achievements, Unmet Needs, and Ethical Challenges in a Theocratic System.” Studies in Family Planning 38 (4): 352–61.10.1111/j.1728-4465.2007.00146.xSuche in Google Scholar
Psacharopoulos, George, and Harry Anthony Patrinos. 2004. “Returns to Investment in Education: A Further Update.” Education Economics 12 (2): 111–34.10.1080/0964529042000239140Suche in Google Scholar
Statistical Center of Iran, Statistical Pocketbook and Statistical Reflections (various issues). http://amar.sci.org.ir/index_e.aspxSuche in Google Scholar
UN data, http://data.un.org/Data.aspx?d=PopDiv&f=variableID%3A54#PopDivSuche in Google Scholar
UNESCO Institute of Statistics Data Centre, http://stats.uis.unesco.org/unesco/tableviewer/document.aspx?ReportId=143Suche in Google Scholar
United Nations, Economic and Social Commission for Asia and the Pacific, (2001), “The Planning Process in Cambodia,”http://www.unescap.org/drpad/publication/ldc6_2174/chap2.PDFSuche in Google Scholar
Wachter, Michael L, and William L Wascher. 1984. “Leveling the Peaks and Troughs of the Demographic Cycle: An Application to School Enrollment Rates.” Review of Economics and Statistics 66 (2): 208–15.10.2307/1925821Suche in Google Scholar
© 2018 Walter de Gruyter GmbH, Berlin/Boston
Artikel in diesem Heft
- Research Article
- Modeling Completion of Vocational Education: The Role of Cognitive and Noncognitive Skills by Program Type
- The Motherhood Penalty: Is It a Wage-Dependent Family Decision?
- Marginal Cost of Public Funds: From the Theory to the Empirical Application for the Evaluation of the Efficiency of the Tax-Benefit Systems
- Timing of Emissions and Effects of Emission Taxes in Durable-Goods Oligopolies
- Health Insurance Coverage and Firm Performance: Evidence Using Firm Level Data from Vietnam
- The Impact of Language Skills on Immigrants’ Labor Market Integration: A Brief Revision With a New Approach
- Food Stamps, Income Shocks, and Crime: Evidence from California
- Employment in Long-Term Care: The Role of Macroeconomic Conditions
- Schooling and Cohort Size: Evidence from Vietnam, Thailand, Iran and Cambodia
- U.S. Income Comparisons with Regional Price Parity Adjustments
- Letter
- A Sibling-Pair Analysis for Causal Effect of Education on Health
Artikel in diesem Heft
- Research Article
- Modeling Completion of Vocational Education: The Role of Cognitive and Noncognitive Skills by Program Type
- The Motherhood Penalty: Is It a Wage-Dependent Family Decision?
- Marginal Cost of Public Funds: From the Theory to the Empirical Application for the Evaluation of the Efficiency of the Tax-Benefit Systems
- Timing of Emissions and Effects of Emission Taxes in Durable-Goods Oligopolies
- Health Insurance Coverage and Firm Performance: Evidence Using Firm Level Data from Vietnam
- The Impact of Language Skills on Immigrants’ Labor Market Integration: A Brief Revision With a New Approach
- Food Stamps, Income Shocks, and Crime: Evidence from California
- Employment in Long-Term Care: The Role of Macroeconomic Conditions
- Schooling and Cohort Size: Evidence from Vietnam, Thailand, Iran and Cambodia
- U.S. Income Comparisons with Regional Price Parity Adjustments
- Letter
- A Sibling-Pair Analysis for Causal Effect of Education on Health