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Non-Monotonicity of Fertility in Human Capital Accumulation and Economic Growth

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  • Spyridon Boikos

    (University of Milan.)

  • Alberto Bucci

    (University of Milan.)

  • Thanasis Stengos

    (University of Guelph.)

Abstract

This paper investigates the relationship between per-capita human capital investment and the birth rate. Since the consequences of higher fertility (birth rate) on per-capita human capital accumulation (the so-called dilution effect) are not the same (in sign and magnitude) across different groups of countries with different birth rates, we analyze the growth impact of a non-linear dilution-effect. The main predictions of the model (concerning the relationship between population and economic growth rates) are then compared with those of a standard model in which the exogenous birth rate affects linearly and negatively (as postulated by most of the existing theoretical literature) human capital investment at the individual level. By using non-parametric techniques, we find evidence of strong nonlinearities in the total effect of fertility on human capital accumulation. This supports the idea that fertility plays a non-monotonic role in the accumulation of human capital and hence in the growth rate of an economy. The non-monotonic effect of fertility on human capital appears to be valid for OECD, as well as non-OECD countries according to our empirical results.

Suggested Citation

  • Spyridon Boikos & Alberto Bucci & Thanasis Stengos, 2012. "Non-Monotonicity of Fertility in Human Capital Accumulation and Economic Growth," Working Papers 1213, University of Guelph, Department of Economics and Finance.
  • Handle: RePEc:gue:guelph:2012-13.
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    1. Simon Kuznets, 1960. "Population Change and Aggregate Output," NBER Chapters, in: Demographic and Economic Change in Developed Countries, pages 324-351, National Bureau of Economic Research, Inc.
    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. Rosenzweig, Mark R. & Paul Schultz, T., 1987. "Fertility and investments in human capital : Estimates of the consequence of imperfect fertility control in Malaysia," Journal of Econometrics, Elsevier, vol. 36(1-2), pages 163-184.
    4. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    5. Angel de la Fuente & Rafael Doménech, 2006. "Human Capital in Growth Regressions: How Much Difference Does Data Quality Make?," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 1-36, March.
    6. Birdsall, Nancy & Kelley, Allen C. & Sinding, Steven (ed.), 2003. "Population Matters: Demographic Change, Economic Growth, and Poverty in the Developing World," OUP Catalogue, Oxford University Press, number 9780199261864.
    7. Jones Charles I., 2001. "Was an Industrial Revolution Inevitable? Economic Growth Over the Very Long Run," The B.E. Journal of Macroeconomics, De Gruyter, vol. 1(2), pages 1-45, August.
    8. Charles I. Jones, 1995. "Time Series Tests of Endogenous Growth Models," The Quarterly Journal of Economics, Oxford University Press, vol. 110(2), pages 495-525.
    9. Boikos, Spyridon & Bucci, Alberto & Stengos, Thanasis, 2013. "Non-monotonicity of fertility in human capital accumulation and economic growth," Journal of Macroeconomics, Elsevier, vol. 38(PA), pages 44-59.
    10. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 70(1), pages 65-94.
    11. Growiec Jakub, 2006. "Fertility Choice and Semi-Endogenous Growth: Where Becker Meets Jones," The B.E. Journal of Macroeconomics, De Gruyter, vol. 6(2), pages 1-25, September.
    12. Kalemli-Ozcan, Sebnem, 2002. "Does the Mortality Decline Promote Economic Growth?," Journal of Economic Growth, Springer, vol. 7(4), pages 411-439, December.
    13. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    14. Srinivasan, T. N., 1988. "Population growth and economic development," Journal of Policy Modeling, Elsevier, vol. 10(1), pages 7-28, April.
    15. Laitner, John & Ohlsson, Henry, 2001. "Bequest motives: a comparison of Sweden and the United States," Journal of Public Economics, Elsevier, vol. 79(1), pages 205-236, January.
    16. Goux, Dominique & Maurin, Eric, 2005. "The effect of overcrowded housing on children's performance at school," Journal of Public Economics, Elsevier, vol. 89(5-6), pages 797-819, June.
    17. Casey B. Mulligan & Xavier Sala-i-Martin, 1993. "Transitional Dynamics in Two-Sector Models of Endogenous Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 739-773.
    18. Racine, Jeff & Li, Qi, 2004. "Nonparametric estimation of regression functions with both categorical and continuous data," Journal of Econometrics, Elsevier, vol. 119(1), pages 99-130, March.
    19. Barro, Robert J & Lee, Jong-Wha, 2001. "International Data on Educational Attainment: Updates and Implications," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 541-563, July.
    20. Ehrlich, Isaac & Lui, Francis T, 1991. "Intergenerational Trade, Longevity, and Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 1029-1059, October.
    21. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 107(2), pages 407-437.
    22. Palivos, Theodore & Yip, Chong K., 1993. "Optimal population size and endogenous growth," Economics Letters, Elsevier, vol. 41(1), pages 107-110.
    23. Hall, Robert E, 1988. "Intertemporal Substitution in Consumption," Journal of Political Economy, University of Chicago Press, vol. 96(2), pages 339-357, April.
    24. Barro, Robert J & Becker, Gary S, 1989. "Fertility Choice in a Model of Economic Growth," Econometrica, Econometric Society, vol. 57(2), pages 481-501, March.
    25. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, October.
    26. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    27. Kalaitzidakis, Pantelis & Mamuneas, Theofanis P. & Savvides, Andreas & Stengos, Thanasis, 2001. "Measures of Human Capital and Nonlinearities in Economic Growth," Journal of Economic Growth, Springer, vol. 6(3), pages 229-254, September.
    28. Holger Strulik, 2005. "The Role of Human Capital and Population Growth in R&D‐based Models of Economic Growth," Review of International Economics, Wiley Blackwell, vol. 13(1), pages 129-145, February.
    29. Stafford, Frank P, 1987. "Women's Work, Sibling Competition, and Children's School Performance," American Economic Review, American Economic Association, vol. 77(5), pages 972-980, December.
    30. Hsiao, Cheng & Li, Qi & Racine, Jeffrey S., 2007. "A consistent model specification test with mixed discrete and continuous data," Journal of Econometrics, Elsevier, vol. 140(2), pages 802-826, October.
    31. Tamura, Robert, 2006. "Human capital and economic development," Journal of Development Economics, Elsevier, vol. 79(1), pages 26-72, February.
    32. Bucci, Alberto, 2008. "Population growth in a model of economic growth with human capital accumulation and horizontal R&D," Journal of Macroeconomics, Elsevier, vol. 30(3), pages 1124-1147, September.
    33. Kelley, Allen C, 1988. "Economic Consequences of Population Change in the Third World," Journal of Economic Literature, American Economic Association, vol. 26(4), pages 1685-1728, December.
    34. Tamura, Robert, 2002. "Human capital and the switch from agriculture to industry," Journal of Economic Dynamics and Control, Elsevier, vol. 27(2), pages 207-242, December.
    35. Segerstrom, Paul S, 1998. "Endogenous Growth without Scale Effects," American Economic Review, American Economic Association, vol. 88(5), pages 1290-1310, December.
    36. Brander, James A & Dowrick, Steve, 1994. "The Role of Fertility and Population in Economic Growth: Empirical Results from Aggregate Cross-National Data," Journal of Population Economics, Springer;European Society for Population Economics, vol. 7(1), pages 1-25.
    37. Assaf Razin & Efraim Sadka, 1995. "Population Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262181606, December.
    38. Altonji, Joseph G & Hayashi, Fumio & Kotlikoff, Laurence J, 1997. "Parental Altruism and Inter Vivos Transfers: Theory and Evidence," Journal of Political Economy, University of Chicago Press, vol. 105(6), pages 1121-1166, December.
    39. Gary S. Becker & Robert J. Barro, 1988. "A Reformulation of the Economic Theory of Fertility," The Quarterly Journal of Economics, Oxford University Press, vol. 103(1), pages 1-25.
    40. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    41. Racine, Jeff, 1997. "Consistent Significance Testing for Nonparametric Regression," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(3), pages 369-378, July.
    42. Samuel S. Kortum, 1997. "Research, Patenting, and Technological Change," Econometrica, Econometric Society, vol. 65(6), pages 1389-1420, November.
    43. Dalgaard, Carl-Johan & Kreiner, Claus Thustrup, 2001. "Is Declining Productivity Inevitable?," Journal of Economic Growth, Springer, vol. 6(3), pages 187-203, September.
    44. Michael Kremer, 1993. "Population Growth and Technological Change: One Million B.C. to 1990," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 681-716.
    45. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    46. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    47. Jie Zhang & Junsen Zhang, 2005. "The Effect of Life Expectancy on Fertility, Saving, Schooling and Economic Growth: Theory and Evidence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 107(1), pages 45-66, March.
    48. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    Cited by:

    1. Boikos, Spyridon & Bucci, Alberto & Stengos, Thanasis, 2013. "Non-monotonicity of fertility in human capital accumulation and economic growth," Journal of Macroeconomics, Elsevier, vol. 38(PA), pages 44-59.
    2. Diwakar Bharat & Sorek Gilad, 2017. "Human-capital spillover, population and R&D-based growth," The B.E. Journal of Macroeconomics, De Gruyter, vol. 17(1), pages 1-17, January.
    3. Bucci, Alberto & Eraydın, Levent & Müller, Moritz, 2019. "Dilution effects, population growth and economic growth under human capital accumulation and endogenous technological change," Journal of Macroeconomics, Elsevier, vol. 62(C).
    4. Gilad Sorek & Bharat Diwakar, 2017. "Weak Scale Effects in Overlapping Generations Economy," Economics Bulletin, AccessEcon, vol. 37(2), pages 962-969.
    5. Bucci Alberto & Raurich Xavier, 2017. "Population and Economic Growth Under Different Growth Engines," German Economic Review, De Gruyter, vol. 18(2), pages 182-211, May.
    6. Simone Marsiglio, 2017. "A simple endogenous growth model with endogenous fertility and environmental concern," Scottish Journal of Political Economy, Scottish Economic Society, vol. 64(3), pages 263-282, July.
    7. Marsiglio, Simone, 2014. "Reassessing Edgeworth’s conjecture when population dynamics is stochastic," Journal of Macroeconomics, Elsevier, vol. 42(C), pages 130-140.
    8. Bharat Diwakar & Gilad Sorek, 2016. "Dynastic Altruism, Population Growth, and Economic Prosperity," Auburn Economics Working Paper Series auwp2016-03, Department of Economics, Auburn University.
    9. Bharat Diwakar & Gilad Sorek, 2016. "Life-Cycle Saving, Bequests, and the Role of Population in R&D-based Growth," Auburn Economics Working Paper Series auwp2016-05, Department of Economics, Auburn University.
    10. Prettner, Klaus, 2016. "The implications of automation for economic growth and the labor share of income," ECON WPS - Working Papers in Economic Theory and Policy 04/2016, TU Wien, Institute of Statistics and Mathematical Methods in Economics, Economics Research Unit.
    11. Horst Feldmann, 2016. "The Long Shadows of Spanish and French Colonial Education," Kyklos, Wiley Blackwell, vol. 69(1), pages 32-64, February.
    12. Moraes, Ricardo Kalil & Wanke, Peter Fernandes & Faria, João Ricardo, 2021. "Unveiling the endogeneity between social-welfare and labor efficiency: Two-stage NDEA neural network approach," Socio-Economic Planning Sciences, Elsevier, vol. 77(C).
    13. Bharat Diwakar & Gilad Sorek, 2016. "Dynastic Altruism, Population, and R&D based Growth," Economics Bulletin, AccessEcon, vol. 36(4), pages 2003-2009.
    14. Kasuga, Hidefumi & Morita, Yuichi, 2022. "The health gap and its effect on economic outcomes," Journal of Macroeconomics, Elsevier, vol. 74(C).
    15. Bharat Diwakar & Gilad Sorek, 2016. "Human-Capital Spillover, Population, and Economic Growth," Auburn Economics Working Paper Series auwp2016-02, Department of Economics, Auburn University.
    16. Tao Tang & Brayan Tillaguango & Rafael Alvarado & Ximena Songor-Jaramillo & Priscila Méndez & Stefania Pinzón, 2022. "Heterogeneity in the Causal Link between FDI, Globalization and Human Capital: New Empirical Evidence Using Threshold Regressions," Sustainability, MDPI, vol. 14(14), pages 1-27, July.
    17. Lupi, Veronica & Marsiglio, Simone, 2021. "Population growth and climate change: A dynamic integrated climate-economy-demography model," Ecological Economics, Elsevier, vol. 184(C).
    18. Prettner, Klaus & Werner, Katharina, 2016. "Why it pays off to pay us well: The impact of basic research on economic growth and welfare," Research Policy, Elsevier, vol. 45(5), pages 1075-1090.

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    More about this item

    Keywords

    Fertility; Population Growth; Economic Growth; Human Capital Investment; Dilution Effects.;
    All these keywords.

    JEL classification:

    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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