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Endogenous population with human and physical capital accumulation

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  • Wei-Bin Zhang

Abstract

This paper proposes an economic growth model with population growth and physical and human capital accumulation. The physical capital accumulation is built on the Solow growth model (Solow in Q J Econ 70:65–94, 1956 ). The education and human capital accumulation is influenced by the Uzawa–Lucas model (Uzawa in Int Econ Rev 6:18–31, 1965 ; Lucas in J Monet Econ 22:3–42, 1988 ). The population dynamics are influenced by the Haavelmo population model (Haavelmo in a study in the theory of economic evolution. Haavelmo, Amsterdam, 1954 ) and the Barro–Becker fertility choice model (Barro and Becker in Econometrica 57:481–501, 1989 ). We synthesize these dynamic forces in a compact framework, applying an alternative utility function proposed by Zhang (Econ Lett 42:105–110, 1993 ). The model describes a dynamic interdependence between population change, wealth accumulation, human capital accumulation, and division of labor. We simulate the model to demonstrate the existence of equilibrium points and to plot the motion of the dynamic system. We also examine the effects of changes in the propensity to have children, the mortality rate parameter, the propensity to receive education, the human capital utilization efficiency, and the mortality rate elasticity of human capital upon dynamic paths of the system. Copyright Springer-Verlag Berlin Heidelberg 2014

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  • Wei-Bin Zhang, 2014. "Endogenous population with human and physical capital accumulation," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 61(3), pages 231-252, September.
  • Handle: RePEc:spr:inrvec:v:61:y:2014:i:3:p:231-252
    DOI: 10.1007/s12232-014-0196-6
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    1. Stutzer, Michael J., 1980. "Chaotic dynamics and bifurcation in a macro model," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 353-376, May.
    2. Stokey, Nancy L & Rebelo, Sergio, 1995. "Growth Effects of Flat-Rate Taxes," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 519-550, June.
    3. Alexander Ludwig & Edgar Vogel, 2010. "Mortality, fertility, education and capital accumulation in a simple OLG economy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(2), pages 703-735, March.
    4. Alan B. Krueger, 1999. "Experimental Estimates of Education Production Functions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 497-532.
    5. Robert J. Barro, 2013. "Inflation and Economic Growth," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 121-144, May.
    6. Gary S. Becker & Kevin M. Murphy & Robert Tamura, 1994. "Human Capital, Fertility, and Economic Growth," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 323-350, National Bureau of Economic Research, Inc.
    7. Schultz, T Paul, 1993. "Mortality Decline in the Low-Income World: Causes and Consequences," American Economic Review, American Economic Association, vol. 83(2), pages 337-342, May.
    8. Gary S. Becker, 1981. "A Treatise on the Family," NBER Books, National Bureau of Economic Research, Inc, number beck81-1.
    9. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    10. de la Croix, David & Licandro, Omar, 1999. "Life expectancy and endogenous growth," Economics Letters, Elsevier, vol. 65(2), pages 255-263, November.
    11. Matthias Doepke, 2004. "Accounting for Fertility Decline During the Transition to Growth," Journal of Economic Growth, Springer, vol. 9(3), pages 347-383, September.
    12. Kaganovich, Michael & Zilcha, Itzhak, 1999. "Education, social security, and growth," Journal of Public Economics, Elsevier, vol. 71(2), pages 289-309, February.
    13. Castelló-Climent, Amparo & Hidalgo-Cabrillana, Ana, 2012. "The role of educational quality and quantity in the process of economic development," Economics of Education Review, Elsevier, vol. 31(4), pages 391-409.
    14. Oded Galor, 2012. "The demographic transition: causes and consequences," Cliometrica, Journal of Historical Economics and Econometric History, Association Française de Cliométrie (AFC), vol. 6(1), pages 1-28, January.
    15. Mino, Kazuo, 2001. "Optimal taxation in dynamic economies with increasing returns," Japan and the World Economy, Elsevier, vol. 13(3), pages 235-253, August.
    16. Matteo Cervellati & Uwe Sunde, 2005. "Human Capital Formation, Life Expectancy, and the Process of Development," American Economic Review, American Economic Association, vol. 95(5), pages 1653-1672, December.
    17. Stefano Bosi & Thomas Seegmuller, 2012. "Mortality Differential and Growth: What do we Learn From the Barro-Becker Model?," Mathematical Population Studies, Taylor & Francis Journals, vol. 19(1), pages 27-50, January.
    18. Wang, Ping & Yip, Chong K & Scotese, Carol A, 1994. "Fertility Choice and Economic Growth: Theory and Evidence," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 255-266, May.
    19. Heinrich Hock & David Weil, 2012. "On the dynamics of the age structure, dependency, and consumption," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 1019-1043, July.
    20. Moshe Hazan & Hosny Zoabi, 2006. "Does longevity cause growth? A theoretical critique," Journal of Economic Growth, Springer, vol. 11(4), pages 363-376, December.
    21. Zhang, Jie, 2003. "Optimal debt, endogenous fertility, and human capital externalities in a model with altruistic bequests," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1825-1835, August.
    22. Angus Chu & Guido Cozzi & Chih-Hsing Liao, 2013. "Endogenous fertility and human capital in a Schumpeterian growth model," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(1), pages 181-202, January.
    23. Ben J. Heijdra & Ward E. Romp, 2008. "A life-cycle overlapping-generations model of the small open economy," Oxford Economic Papers, Oxford University Press, vol. 60(1), pages 88-121, January.
    24. Galor, Oded, 2005. "From Stagnation to Growth: Unified Growth Theory," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 4, pages 171-293, Elsevier.
    25. Carlotta Balestra & Davide Dottori, 2012. "Aging society, health and the environment," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 1045-1076, July.
    26. Eckstein, Zvi & Zilcha, Itzhak, 1994. "The effects of compulsory schooling on growth, income distribution and welfare," Journal of Public Economics, Elsevier, vol. 54(3), pages 339-359, July.
    27. Frederic Tournemaine & Pongsak Luangaram, 2012. "R&D, human capital, fertility, and growth," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 923-953, July.
    28. Zhang, Wei-Bin, 1993. "A woman's labor participation and economic growth : Creativity, knowledge utilization and family preference," Economics Letters, Elsevier, vol. 42(1), pages 105-110.
    29. Alexander Ludwig & Thomas Schelkle & Edgar Vogel, 2012. "Demographic Change, Human Capital and Welfare," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(1), pages 94-107, January.
    30. Bhattacharya, Joydeep & Qiao, Xue, 2005. "Public and Private Expenditures on Health in a Growth Model," Staff General Research Papers Archive 12378, Iowa State University, Department of Economics.
    31. Théophile T. Azomahou & Raouf Boucekkine & Bity Diene, 2009. "A closer look at the relationship between life expectancy and economic growth," International Journal of Economic Theory, The International Society for Economic Theory, vol. 5(2), pages 201-244, June.
    32. Berthold U. Wigger, 1999. "Public Pensions and Growth," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 56(2), pages 241-241, June.
    33. Ehrlich, Isaac & Lui, Francis, 1997. "The problem of population and growth: A review of the literature from Malthus to contemporary models of endogenous population and endogenous growth," Journal of Economic Dynamics and Control, Elsevier, vol. 21(1), pages 205-242, January.
    34. Francesco Lancia & Giovanni Prarolo, 2012. "A politico-economic model of aging, technology adoption and growth," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(3), pages 989-1018, July.
    35. Luciano Fanti & Mimmo Iannelli & Piero Manfredi, 2013. "Neoclassical growth with endogenous age distribution. Poverty vs low-fertility traps as steady states of demographic transitions," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(4), pages 1457-1484, October.
    36. 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.
    37. Jones, Larry E & Manuelli, Rodolfo E & Rossi, Peter E, 1993. "Optimal Taxation in Models of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 485-517, June.
    38. Chakraborty, Shankha, 2004. "Endogenous lifetime and economic growth," Journal of Economic Theory, Elsevier, vol. 116(1), pages 119-137, May.
    39. Alonso-Carrera, Jaime & Freire-Seren, Maria Jesus, 2004. "Multiple equilibria, fiscal policy, and human capital accumulation," Journal of Economic Dynamics and Control, Elsevier, vol. 28(4), pages 841-856, January.
    40. Fanti, Luciano & Gori, Luca, 2011. "Public health spending, old-age productivity and economic growth: Chaotic cycles under perfect foresight," Journal of Economic Behavior & Organization, Elsevier, vol. 78(1), pages 137-151.
    41. Cigno, Alessandro & Rosati, Furio C., 1996. "Jointly determined saving and fertility behaviour: Theory, and estimates for Germany, Italy, UK and USA," European Economic Review, Elsevier, vol. 40(8), pages 1561-1589, November.
    42. Boucekkine, Raouf & de la Croix, David & Licandro, Omar, 2002. "Vintage Human Capital, Demographic Trends, and Endogenous Growth," Journal of Economic Theory, Elsevier, vol. 104(2), pages 340-375, June.
    43. Kalemli-Ozcan, Sebnem & Ryder, Harl E. & Weil, David N., 2000. "Mortality decline, human capital investment, and economic growth," Journal of Development Economics, Elsevier, vol. 62(1), pages 1-23, June.
    44. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    45. Nils-Petter Lagerloef, 2000. "From Malthus to Modern Growth: The Three Regimes Revisited," Econometric Society World Congress 2000 Contributed Papers 1248, Econometric Society.
    46. David N. Weil & Oded Galor, 1999. "From Malthusian Stagnation to Modern Growth," American Economic Review, American Economic Association, vol. 89(2), pages 150-154, May.
    47. Xavier Sala-I-Martin, 1997. "Transfers, Social Safety Nets, and Economic Growth," IMF Staff Papers, Palgrave Macmillan, vol. 44(1), pages 81-102, March.
    48. Solow, Robert M., 2000. "Growth Theory: An Exposition," OUP Catalogue, Oxford University Press, edition 2, number 9780195109030.
    49. Stiglitz, Joseph E, 1975. "The Theory of "Screening," Education, and the Distribution of Income," American Economic Review, American Economic Association, vol. 65(3), pages 283-300, June.
    50. Alicia Adsera, 2005. "Vanishing Children: From High Unemployment to Low Fertility in Developed Countries," American Economic Review, American Economic Association, vol. 95(2), pages 189-193, May.
    51. Razin, Assaf & Ben-Zion, Uri, 1975. "An Intergenerational Model of Population Growth," American Economic Review, American Economic Association, vol. 65(5), pages 923-933, December.
    52. de Hek, Paul A., 2006. "On taxation in a two-sector endogenous growth model with endogenous labor supply," Journal of Economic Dynamics and Control, Elsevier, vol. 30(4), pages 655-685, April.
    53. Alexander Ludwig & Thomas Schelkle & Edgar Vogel, 2012. "Demographic Change, Human Capital and Welfare," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(1), pages 94-107, January.
    54. Buly A. Cardak, 2004. "Ability, Education, and Income Inequality," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 6(2), pages 239-276, May.
    55. Elizabeth M. Caucutt, 2002. "Educational Vouchers When There Are Peer Group Effects--Size Matters," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(1), pages 195-222, February.
    56. Mino, Kazuo, 1996. "Analysis of a Two-Sector Model of Endogenous Growth with Capital Income Taxation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 37(1), pages 227-251, February.
    57. Arrow, Kenneth J., 1973. "Higher education as a filter," Journal of Public Economics, Elsevier, vol. 2(3), pages 193-216, July.
    58. Chakraborty, Bidisha & Gupta, Manash Ranjan, 2009. "Human capital, inequality, endogenous growth and educational subsidy: A theoretical analysis," Research in Economics, Elsevier, vol. 63(2), pages 77-90, June.
    59. Zhang Wei-Bin, 2012. "Education and Human Capital Accumulation in a Two -Sector Growth Model with Elastic Labor Supply," Scientific Annals of Economics and Business, Sciendo, vol. 59(1), pages 289-309, July.
    60. Berthold U. Wigger, 1999. "Pay-as-you-go financed public pensions in a model of endogenous growth and fertility," Journal of Population Economics, Springer;European Society for Population Economics, vol. 12(4), pages 625-640.
    61. Blackburn, Keith & Cipriani, Giam Pietro, 2002. "A model of longevity, fertility and growth," Journal of Economic Dynamics and Control, Elsevier, vol. 26(2), pages 187-204, February.
    62. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    63. Chong K. Yip & Junxi Zhang, 1997. "A simple endogenous growth model with endogenous fertility: Indeterminacy and uniqueness," Journal of Population Economics, Springer;European Society for Population Economics, vol. 10(1), pages 97-110.
    64. Chen, Hung-ju, 2005. "Educational systems, growth and income distribution: a quantitative study," Journal of Development Economics, Elsevier, vol. 76(2), pages 325-353, April.
    65. Sano, Koichiro & Tomoda, Yasunobu, 2010. "Optimal public education policy in a two sector model," Economic Modelling, Elsevier, vol. 27(5), pages 991-995, September.
    66. Epple, Dennis & Romano, Richard E, 1998. "Competition between Private and Public Schools, Vouchers, and Peer-Group Effects," American Economic Review, American Economic Association, vol. 88(1), pages 33-62, March.
    67. Dimitrios Varvarigos & Intan Zakaria, 2013. "Endogenous fertility in a growth model with public and private health expenditures," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(1), pages 67-85, January.
    68. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    69. 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:

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    6. Wei-Bin, ZHANG, 2015. "Economic Oscillations With Endogenous Population, Human Capital And Wealth," Annals of Spiru Haret University, Economic Series, Universitatea Spiru Haret, vol. 6(2), pages 9-26.

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    More about this item

    Keywords

    Propensity to have children; Mortality rate; Birth rate; Propensity to receive education; O41; I29; J10;
    All these keywords.

    JEL classification:

    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models
    • I29 - Health, Education, and Welfare - - Education - - - Other
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General

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