Η Τριτοβάθμια Εκπαίδευση και η Υγεία επιδρούν στην Οικονομική Μεγέθυνση των Περιφερειών; Εμπειρική απόδειξη από την Ελλάδα την περίοδο 1995-2010


Published: May 11, 2017
Keywords:
Higher Education Health Economic Growth Regions
Αναστάσιος Καραθεόδωρος
Κωνσταντίνος Τσαμαδιάς
Abstract

This study empirically investigates the causal short-run and long-run relationship between higher education, health, physical capital and GDP per worker in Greek regions, over the period 1995-2010. It applies the extended neoclassical methodology-model introduced by Mankiw, Romer and Weil (1992) and uses panel data. Higher education proxied with enrolment rates while health with the number of medical doctors per 10.000 inhabitants. The empirical analysis reveals in the long-run period that there exists a bidirectional causality between all the variables. Furthermore, in the short-run period there exists a unidirectional causality from GDP per worker to higher education and from health to physical capital, while there exists a bidirectional causality between higher education and health. The coefficient of elasticity (estimated with the method of DOLS) of GDP per worker with respect to the quantity of higher education varies from 0.04 to 0.08, with respect to the quantity of health varies from 0.17 to 0.37 and with respect to physical capital varies from 0.05 to 0.08. The findings indicate that the quantities of higher education, health and physical capital had a positive contribution to regional economic growth during the period 1995-2010.

Article Details
  • Section
  • Εισηγήσεις
Author Biographies
Αναστάσιος Καραθεόδωρος
Υποψήφιος Διδάκτωρ, Χαροκόπειο Πανεπιστήμιο
Κωνσταντίνος Τσαμαδιάς, Χαροκόπειο Πανεπιστήμιο, Πανεπιστήμιο Θεσσαλίας
Ομότιμος Καθηγητής
References
Aghion, P. & Howitt, P. (1992) A Model of Growth Through Creative Destruction. Econometrica, 60, 323-351.
Baici, E. & Casalone, G. (2005) Has Human Capital Accounted for Regional Growth in Italy? A Panel Analysis on the 1980-2001 Period. ERSA Congress, Amsterdam, 23-27 August.
Benhabib, J. & Spiegel, M. (1994) The role of human capital in economic development: evidence from aggregate cross-country data. Journal of Monetary Economics, 34(2), 143-174.
Benos, N. & Karagiannis, S. (2010) The role of human capital in economic growth: Evidence from Greek Regions. In N. Salvadori (Ed.), Institutional and social dynamics of growth and distribution, 137-168.
Benos, N. & Karagiannis, S. (2015) Do Cross-Section Dependence and Parameter Heterogeneity Matter? Evidence on Human Capital and Productivity in Greece. MPRA Paper from University Library of Munich
Bils, M. & Klenow, P. (2000) Does schooling cause growth?. American Economic Review, 90(5), 1160-1183.
Brunow, S. & Hirte, G. (2009) Regional Age Pattern of Human Capital and Regional Productivity: A Spatial Econometric Study on German Regions. Papers in Regional Science, 88, 799-823.
Cardoso, C. & Pentecost, E.J. (2011) Regional Growth and Convergence: The Role of Human Capital in the Portuguese Regions. Discussion Paper Series 2011_03, Department of Economics, Loughborough University, revised Sep 2011
Ciccone, A. (2004) Human capital as a factor of growth and employment at the regional level. The case of Italy. Report for the European Commission, DG for Employment and Social Affairs.
De la Fuente, A. & Doménech, R. (2002) Human Capital in Growth Regressions: How Much Difference Does Data Quality Make? An Update and Further Results. CEPR Discussion Paper no. 3587.
Dickey, D.A. & Fuller, W.A. (1979) Distributions of the estimators for autoregressive time series with a unit root. Journal of American Statistical Association,74, 427-431.
Granger, C.W.J. (1988) Some recent developments in the concept of causality. Journal of Econometrics, 39(1-2), 199-211.
Grossman, G.M. & Helpman, E. (1991) Innovation and Growth in the Global Economy. MIT, Cambridge MA.
Grossman, G. M. & Helpman, E. (1991b) Quality ladders in the theory of growth. Review of Economic Studies, 58, 43-61.
Hartwig, J. (2010) Is health capital formation good for long-term economic growth? – Panel Granger-causality evidence from OECD countries. Journal of Macroeconomics, 32, 314-325.
Hondroyiannis, G. & Papapetrou, E. (2002) Demographic Transition and Economic Growth: Empirical Evidence from Greece. Journal of Population Economics, 15, 221-242.
Im, K.S., Pesaran, M.H. & Shin, Y. (2003) Testing for Unit Roots in Heterogeneous Panels. Journal of Econometrics, 115, 53-74.
Islam, N. (1995) Growth empirics: a panel data approach. Quarterly Journal of Economics, 110(4), 1127-1170.
Krueger, A., & Lindahl, M. (1999). Education for growth in Sweden and the world. Swedish Economic Policy Review, 6(2), 289-339.
Krueger, A., & Lindahl, M. (2001) Education for growth: why and for whom?. Journal of Economic Literature, 39(4), 1101-1136.
Levin, A., Lin, C.F. & Chu, C.S.J. (2002) Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics,108, 1-24.
Li, H. & Huang, L. (2009) Health, Education, and economic growth in China: Empirical findings and implications. China Economic Review, 20, 374-387.
Lucas, E. (1988) On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3-42.
Maddala, G. S. & Wu, S. (1999) A comparative study of unit root tests with panel data and a new simple test. Oxford Bulletin of Economics and Statistics, 61, 631-652.
Mankiw, G., Romer, D. & Weil, D. (1992) A contribution to the empirics of economic growth. Quarterly Journal of Economics, 107(2), 407-437.
Narayan, P.K. & Smyth, R. (2006) Higher Education, Real Income and Real Investment in China: Evidence From Granger Causality Tests. Education Economics,141, 107-125.
Narayan, S., Narayan, P. & Mishra, S. (2010) Investigating the relationship between health and economic growth: Empirical evidence from a panel of 5 Asian countries. Journal of Asian Economics, 21, 404-411
Pedroni, P. (1999) Critical values for cointegration tests in heterogeneous panels with multiple regressors. Oxford Bulletin of Economics and Statistics, 61, 653-670.
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, 597-625.
Pegkas, P. & Tsamadias, C. (2014) Does Higher Education Affect Economic Growth? The Case of Greece. International Economic Journal, DOI: 10.1080/10168737.2014.894551
Pelkonen, L. & Ylonen, S. (1998) Human Capital and Regional Growth in Finland. paper presented at 38th Congress of The European Regional Science Association, Vienna, Austria.
Phillips, P.C. & Perron, P. (1988) Testing for a Unit Root in time series regression. Biometrika, 75, 335-346.
Pritchett, L. (2001) Where has all the education gone?. World Bank Economic Review, 15(3), 367-391.
Ramos, R., Suriñach, J. & Artís, M. (2010) Human capital spillovers and regional economic growth in Spain. Papers in Regional Science, 89(2), 435-447.
Romer, P. (1986) Increasing returns and long-run growth. Journal of Political Economy, 94(5), 1002-1037.
Romer, P. (1990) Endogenous technological change. Journal of Political Economy, 98(5) part 2, 71-102.
Sianesi, B. & Reenen, J. (2003) The returns to education: macroeconomics. Journal of Economic Surveys, 17(2), 157-200.
Solow, R.M. (1956) A contribution to the theory of economic growth. Quarterly Journal of Economics, 70(1), 65-94.
Temple, J. (1999) The New Growth Evidence. Journal of Economic Literature, 37, 112-156.
Temple, J. (2000) Growth effects of education and social capital in the OECD countries. OECD, Countries Economic Department, Working Paper No. 263
Topel, R. (1999) Labor markets and economic growth. Handbook of Labor Economics, 2943-2984, Elsevier Science North-Holland, Amsterdam; New York and Oxford.