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EDUCATION, HEALTH, AND ECONOMIC DEVELOPMENT

Published online by Cambridge University Press:  20 December 2017

Dong-Hyeon Kim ,
Yi-Chen Wu  and
Shu-Chin Lin
Dong-Hyeon Kim
Affiliation:
Korea University
Yi-Chen Wu
Affiliation:
Soochow University
Shu-Chin Lin*
Affiliation:
SungKyunKwan University
*
Address correspondence to: Shu-Chin Lin, Department of Economics, SungKyunKwan University, 25-2 Sungkyunkwan-ro, Jongno-gu, Seoul 110-745, Republic of Korea; e-mail: [email protected]
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Abstract

This paper examines the relationships of income with education and health using heterogeneous panel cointegration techniques to account for the potential cross-country heterogeneity in the effects of education and health. Our main results are: (i) education and health are, on average, income-enhancing; (ii) for different schooling levels, although primary education lowers income, both secondary and tertiary education raise income with larger impacts for the former than the latter, on average; (iii) there is considerable heterogeneity in the effects of education and health on income across countries; and (iv) the effect of education (health) on income tends to be greater (smaller) in countries with higher levels of development, greater (less) trade openness, less abundant natural resources, less corruption, higher levels of democracy, and a more homogeneous society.

Keywords

EducationHealthEconomic DevelopmentHeterogeneous Panels
Type
Articles
Information
Macroeconomic Dynamics , Volume 23 , Issue 2 , March 2019 , pp. 837 - 869
Copyright
Copyright © Cambridge University Press 2017 

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Footnotes

We thank two anonymous reviewers for helpful comments. The usual disclaimer applies.

References

REFERENCES

Acemoglu, D. and Johnson, S. (2007) Disease and development: The effect of life expectancy on economic growth. Journal of Political Economy 115, 925–985.10.1086/529000Google Scholar
Acemoglu, D. and Robinson, J.A. (2006) Economic Origins of Dictatorship and Democracy. Cambridge, UK: Cambridge University Press.Google Scholar
Alesina, A., Devleescha, A., Easterly, W., Kurlat, S., and Wacziarg, R. (2003) Fractionalization. Journal of Economic Growth 8, 155–194.10.1023/A:1024471506938Google Scholar
Baldacci, E., Clements, B., Gupta, S., and Cui, Q. (2008) Social spending, human capital, and growth in developing countries. World Development 36, 1317–1341.10.1016/j.worlddev.2007.08.003Google Scholar
Barro, R. (1991) Economic growth in a cross section of countries. Quarterly Journal of Economics 106, 407–443.10.2307/2937943Google Scholar
Barro, R. (2001) Human capital and growth. American Economic Review 91, 12–17.10.1257/aer.91.2.12Google Scholar
Becker, G.S., Murphy, K.M., and Tamura, R. (1990) Human capital, fertility, and economic growth. Journal of Political Economy 98, S12–S37.10.1086/261723Google Scholar
Behrman, J.R. and Rosenzweig, M.R. (2004) Returns to birth weight. Review of Economics and Statistics 86, 586–601.10.1162/003465304323031139Google Scholar
Benhabib, J. and Spiegel, M. (1994) The role of human capital in economic development: Evidence from aggregate cross country data. Journal of Monetary Economics 34, 143–173.10.1016/0304-3932(94)90047-7Google Scholar
Bhargava, A., Jamison, D.T., Lau, L.J., and Murray, C.J.L. (2001) Modeling the effects of health on economic growth. Journal of Health of Economics 20, 423–440.10.1016/S0167-6296(01)00073-XGoogle Scholar
Bils, M. and Klenow, P. (2000) Does schooling cause growth? American Economic Review 90, 1160–1183.10.1257/aer.90.5.1160Google Scholar
Bleakley, H. (2007) Disease and development: Evidence from hookworm eradication in the American South. Quarterly Journal of Economics 122, 73–117.10.1162/qjec.121.1.73Google Scholar
Bloom, D.E., Canning, D., and Fink, G. (2014) Disease and development revisited. Journal of Political Economy 122, 1355–1366.10.1086/677189Google Scholar
Bloom, D.E., Canning, D., and Sevilla, J. (2004) The effect of health on economic growth: A production function approach. World Development 32, 1–13.10.1016/j.worlddev.2003.07.002Google Scholar
Brown, D. and Hunter, W. (2004) Democracy and human capital formation: Education spending in Latin America, 1980 to 1997. Comparative Political Studies 37, 842–864.10.1177/0010414004266870Google Scholar
Brunello, G., Fort, M., Schneeweis, N., and Winter-Ebmer, R. (2016) The causal effect of education on health: What is the role of health behaviors? Health Economics 25, 314–336.10.1002/hec.3141Google Scholar
Caselli, F., Esquivel, G., and Lefort, F. (1996) Reopening the convergence debate: A new look at cross-country empirics. Journal of Economic Growth 1, 363–389.10.1007/BF00141044Google Scholar
Chudik, A., Pesaran, M.H., and Tosetti, E. (2011) Weak and strong cross-section dependence and estimation of large panels. Econometrics Journal 14, 45–90.10.1111/j.1368-423X.2010.00330.xGoogle Scholar
Cohn, E. and Addison, J.T. (1998) The economic returns to lifelong learning in OECD countries. Education Economics 6, 253–307.10.1080/09645299800000021Google Scholar
De la Croix, D. and Delavallade, C. (2009) Growth, public investment and corruption with failing institutions. Economics of Governance 10, 187–219.10.1007/s10101-008-0057-4Google Scholar
Delgado, M.S., Henderson, D.J., and Parmeter, C.F. (2014) Does education matter for economic growth? Oxford Bulletin of Economics and Statistics 76, 334–359.10.1111/obes.12025Google Scholar
Easterly, W. and Levine, R. (1997) Africa's growth tragedy: Policies and ethnic divisions. Quarterly Journal of Economics 112, 1203–1250.10.1162/003355300555466Google Scholar
Feenstra, R.C. and Hanson, G.H. (1997) Foreign direct investment and relative wages: Evidence from Mexico's maquiladoras. Journal of International Economics 42, 371–394.10.1016/S0022-1996(96)01475-4Google Scholar
Feenstra, R.C., Inklaar, R., and Timmer, M.P. (2013) The next generation of the Penn World Table. www.ggdc.net/pwt.Google Scholar
Fershtman, C., Murphy, K.M., and Weiss, Y. (1996) Social status, education, and growth. Journal of Political Economy 104, 108–132.10.1086/262019Google Scholar
Galor, O. (2005) The demographic transition and the emergence of sustained economic growth. Journal of the European Economic Association 3, 494–504.10.1162/jeea.2005.3.2-3.494Google Scholar
Gupta, S., Davoodi, H.R., and Tiongson, E.R. (2002) Corruption and the provision of health care and education services. In Abed, G.T. and Gupta, S. (eds.), Governance, Corruption and Economic Performance, pp. 245–279. Washington, DC: International Monetary Fund.Google Scholar
Gylfason, T. (2001) Natural resources, education, and economic development. European Economic Review 45, 847–859.10.1016/S0014-2921(01)00127-1Google Scholar
Gylfason, T., Herbertsson, T.T., and Zoega, G. (1999) A mixed blessing: Natural resources and economic growth. Macroeconomic Dynamics 3, 204–225.10.1017/S1365100599011049Google Scholar
Hall, R.E. and Jones, C.I. (1999) Why do some countries produce so much more output per worker than others? Quarterly Journal of Economics 114, 83–116.10.1162/003355399555954Google Scholar
Hall, S.G. and Milne, A. (1994) The relevance of p-star analysis to UK monetary policy. Economic Journal 104, 597–604.10.2307/2234634Google Scholar
Harmon, C., Oosterbeek, H., and Walker, I. (2003) The returns to education: Microeconomics. Journal of Economic Surveys 17, 115–155.10.1111/1467-6419.00191Google Scholar
Hartwig, J. (2010) Is health capital formation good for long-term economic growth? Panel Granger-causality evidence for OECD countries. Journal of Macroeconomics 32, 314–325.10.1016/j.jmacro.2009.06.003Google Scholar
Herzer, D., Strulik, H., and Vollmer, S. (2012) The long-run determinants of fertility: One century of demographic change 1900–1999. Journal of Economic Growth 17, 357–385.10.1007/s10887-012-9085-6Google Scholar
Heyneman, S.P., Anderson, K.H., and Nuraliyeva, N. (2008) The cost of corruption in higher education. Comparative Education Review 52, 1–25.10.1086/524367Google Scholar
Holly, S., Pesaran, M.H., and Yamagata, T. (2010) A spatio-temporal model of house prices in the USA. Journal of Econometrics 158, 160–173.10.1016/j.jeconom.2010.03.040Google Scholar
Im, K.S., Pesaran, M.H., and Shin, Y. (2003) Testing for unit roots in heterogeneous panels. Journal of Econometrics 115, 53–74.10.1016/S0304-4076(03)00092-7Google Scholar
Juselius, K. (2006) The Cointegrated VAR Model: Methodology and Applications. Oxford, UK: Oxford University Press.Google Scholar
Kalemli-Ozcan, S., Ryder, H.E., and Weil, D.N. (2000) Mortality decline, human capital investment and economic growth. Journal of Development Economics 62, 1–23.10.1016/S0304-3878(00)00073-0Google Scholar
Kao, C. and Chiang, M.H. (2000) On the estimation and inference of a cointegrated regression in panel data. Advances in Econometrics 15, 179–222.10.1016/S0731-9053(00)15007-8Google Scholar
Kaufman, D., Kraay, A., and Zoido-Lobaton, P. (1999) Governance Matters. World Bank policy research working paper no. 2196.Google Scholar
Kaufman, R.R. and Segura-Ubiergo, A. (2001) Globalization, domestic politics, and social spending in Latin America. World Politics 53, 553–587.10.1353/wp.2001.0016Google Scholar
Kim, S.-J. and Kim, Y.J. (2000) Growth gains from trade and education. Journal of International Economics 50, 519–145.10.1016/S0022-1996(99)00012-4Google Scholar
Kremer, M. and Miguel, E. (2004) Worms: Identifying impacts on education and health in the presence of treatment externalities? Econometrica 72, 159–217.Google Scholar
Krueger, A. and Lindahl, M. (2001) Education for growth: Why and for whom? Journal of Economic Literature 39, 1101–1136.10.1257/jel.39.4.1101Google Scholar
Kurtz, M.J. and Brooks, S.M. (2011) Conditioning the resource curse: Globalization, human capital, and growth in oil-rich nations. Comparative Political Studies 44, 747–770.10.1177/0010414011401215Google Scholar
LaPorta, R. Porta, R., Lopez-de-Silanes, F., Shleifer, A., and Vishny, R.W. (1999) The quality of government. Journal of Law, Economics and Organization 15, 222–279.Google Scholar
Levine, D.I. and Rothman, D. (2006) Does trade affect child health? Journal of Health Economics 25, 538–554.10.1016/j.jhealeco.2005.10.001Google Scholar
Lorentzen, P., McMillan, J., and Wacziarg, R. (2007) Death and development. Journal of Economic Growth 13, 81–124.10.1007/s10887-008-9029-3Google Scholar
Lütkepohl, H. (2007) General-to-specific or specific-to-general modelling? An opinion on current econometric terminology. Journal of Econometrics 136, 319–324.10.1016/j.jeconom.2005.11.014Google Scholar
Madsen, J.B. (2016) Health, human capital formation and knowledge production: Two centuries of international evidence. Macroeconomic Dynamics 20, 909–953.10.1017/S1365100514000650Google Scholar
Mankiw, N.G., Romer, D., and Weil, D.N. (1992) A contribution to the empirics of economic growth. Quarterly Journal of Economics 107, 407–437.10.2307/2118477Google Scholar
Mauro, P. (1998) Corruption and the composition of government expenditure. Journal of Public Economics 69, 263–279.10.1016/S0047-2727(98)00025-5Google Scholar
McDonald, S. and Roberts, J. (2002) Growth and multiple forms of human capital in an augmented Solow model: A panel data investigation. Economics Letters 74, 271–276.10.1016/S0165-1765(01)00539-0Google Scholar
Murphy, K.M., Simon, C.J., and Tamura, R. (2008) Fertility decline, baby boom and economic growth. Journal of Human Capital 2, 262–302.10.1086/593052Google Scholar
Navia, P. and Zweifel, T.D. (2003) Democracy, dictatorship, and infant mortality revisited. Journal of Democracy 14, 90–103.10.1353/jod.2003.0059Google Scholar
Pedroni, P. (2000) Critical values for cointegration tests in heterogeneous cointegrated panels. Oxford Bulletin of Economics and Statistics 61, 653–670.10.1111/1468-0084.61.s1.14Google Scholar
Pedroni, P. (2001) Fully modified OLS for heterogeneous cointegrated panels. Advances in Econometrics 15, 93–130.10.1016/S0731-9053(00)15004-2Google Scholar
Pedroni, P. (2004) Panel cointegration: Asymptotic and finite sample properties of pooled time series tests with an application to the PPP hypothesis. Econometric Theory 20, 597–627.10.1017/S0266466604203073Google Scholar
Pedroni, P. (2007) Social capital, barriers to production and capital shares: Implications for the importance of parameter heterogeneity from a nonstationary panel approach. Journal of Applied Econometrics 22, 429–451.10.1002/jae.948Google Scholar
Pereira, J. and St. Aubyn, M. (2009) What level of education matters most for growth? Evidence from Portugal. Economics of Education Review 28, 67–73.10.1016/j.econedurev.2007.12.001Google Scholar
Pesaran, M.H. (2004) General Diagnostic Tests for Cross Section Dependence in Panels. University of Cambridge, Faculty of Economics, Cambridge working papers in economics 0435.Google Scholar
Pesaran, M.H. (2006) Estimation and inference in large heterogeneous panels with a multifactor error structure. Econometrica 74, 967–1012.10.1111/j.1468-0262.2006.00692.xGoogle Scholar
Pesaran, M.H. (2007) A simple panel unit root test in the presence of cross-section dependence. Journal of Applied Econometrics 22, 265–312.10.1002/jae.951Google Scholar
Pesaran, M.H. and Smith, R. (1995) Estimating long-run relationships from dynamic heterogeneous panels. Journal of Econometrics 68, 79–113.10.1016/0304-4076(94)01644-FGoogle Scholar
Petrakis, P. and Stamatakis, D. (2002) Growth and educational levels: A comparative analysis. Economics of Education Review 21, 513–521.10.1016/S0272-7757(01)00050-4Google Scholar
Phillips, P.C.B. and Hansen, B.E. (1990) Statistical inference in instrumental variables regression with I(1) processes. Review of Economic Studies 57, 99–125.10.2307/2297545Google Scholar
Pritchett, L. (2001) Where has all the education gone? World Bank Economic Review 15, 367–391.10.1093/wber/15.3.367Google Scholar
Pritchett, L. and Summers, L.H. (1996) Wealthier is healthier. Journal of Human Resources 31, 841–868.10.2307/146149Google Scholar
Psacharopoulos, G. (1994) Returns to investment in education: A global update. World Development 22, 1325–1343.10.1016/0305-750X(94)90007-8Google Scholar
Ranis, G., Stewart, F., and Ramirez, A. (2000) Economic growth and human development. World Development 28, 197–219.10.1016/S0305-750X(99)00131-XGoogle Scholar
Sala-i-Martin, X. (1997) I just ran two million regressions. American Economic Review 87, 178–183.Google Scholar
Self, A. and Grabowski, R. (2004) Does education at all levels cause growth? India, a case study. Economics of Education Review 23, 47–55.10.1016/S0272-7757(03)00045-1Google Scholar
Sianesi, B. and Van Reenen, J. (2003) The returns to education: Macroeconomics. Journal of Economic Surveys 17, 157–200.10.1111/1467-6419.00192Google Scholar
Stijns, J.C. (2006) Natural resource abundance and human capital accumulation. World Development 34, 1060–1083.10.1016/j.worlddev.2005.11.005Google Scholar
Swift, R. (2011) The relationship between health and GDP in OECD countries in the very long run. Health Economics 20, 306–322.10.1002/hec.1590Google Scholar
Tamura, R. (1994) Fertility, human capital and the wealth of families. Economic Theory 4, 593–603.10.1007/BF01213626Google Scholar
Tamura, R. (1996) From decay to growth: A demographic transition to economic growth. Journal of Economic Dynamic and Control 20, 1237–1261.10.1016/0165-1889(95)00898-5Google Scholar
Tamura, R. (2006) Human capital and economic development. Journal of Development Journal 79, 26–72.Google Scholar
Tamura, R., Simon, C.J., and Murphy, K.M. (2016) Black and white fertility, differential baby booms: The value of equal education opportunity. Journal of Demographic Economics 82, 27–109.10.1017/dem.2015.17Google Scholar
Tavares, J. and Wacziarg, R. (2001) How democracy affects growth? European Economic Review 45, 1341–1378.10.1016/S0014-2921(00)00093-3Google Scholar
Temple, J.R.W. (1999) The new growth evidence. Journal of Economic Literature 37, 112–156.10.1257/jel.37.1.112Google Scholar
Temple, J.R.W. (2001) Generalizations that aren't? Evidence on education and growth. European Economic Review 45, 905–918.10.1016/S0014-2921(01)00116-7Google Scholar
Weil, D.N. (2007) Accounting for the effects of health on economic growth. Quarterly Journal of Economics 122, 1265–306.10.1162/qjec.122.3.1265Google Scholar
Wolff, E.N. (2000) Human capital investment and economic growth: Exploring the cross-country evidence. Structural Change and Economic Dynamics 11, 433–472.10.1016/S0954-349X(00)00030-8Google Scholar
Young, A. (2005) The gift of the dying: The tragedy of AIDS and the welfare of future African generations. Quarterly Journal of Economics 120, 423–466.Google Scholar
Zhang, J., Zhang, J., and Lee, R. (2003) Rising longevity, education, savings, and growth. Journal of Development Economics 70, 83–101.10.1016/S0304-3878(02)00088-3Google Scholar