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Has human capital accounted for regional economic growth in Italy? A panel analysis on the 1980-2001 period

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  • Eliana Baici
  • Giorgia Casalone

Abstract

Since SolowÂ’s (1957) contribution, human capital entered in the debate on economic growth as a leading long period development factor. If from a theoretical point of view the role of human capital on economic growth both directly or throughout its use in the R&D activities is fully accepted, from an empirical perspective the results are much more controversial, strictly depending on the quality of data. A recent analysis by Aghion and Cohen (2004) put in evidence that high-level human capital has a positive effect on economic performance only if a country is close to the technological frontier: countries that are far from this frontier, specialised in traditional sectors, can growth, almost in the short run, even exploiting medium-level human capital. This analysis induce at looking at the link between human capital and growth with a greater detail, trying to disclose the effect of different human capital levels in a country, such as Italy, traditionally oriented toward a low/medium technology production. Using, beyond the usual proxies of human capital, some measures of its quality and of its interrelation with R&S sector, we would like to give a new contribution to the analysis of regional growth in Italy in the period 1980-2001. The panel approach, here used, allows us to take account of the temporal variability and to check for omitted variable specific for regions and persistent over time.

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  • Eliana Baici & Giorgia Casalone, 2005. "Has human capital accounted for regional economic growth in Italy? A panel analysis on the 1980-2001 period," ERSA conference papers ersa05p251, European Regional Science Association.
  • Handle: RePEc:wiw:wiwrsa:ersa05p251
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Griliches, Zvi, 1997. "Education, Human Capital, and Growth: A Personal Perspective," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 330-344, January.
    3. Andrea Bassanini & Stefano Scarpetta, 2001. "Does Human Capital Matter for Growth in OECD Countries?: Evidence from Pooled Mean-Group Estimates," OECD Economics Department Working Papers 282, OECD Publishing.
    4. Jong–Wha Lee & Robert J. Barro, 2001. "Schooling Quality in a Cross–Section of Countries," Economica, London School of Economics and Political Science, vol. 68(272), pages 465-488, November.
    5. Howard Pack, 1994. "Endogenous Growth Theory: Intellectual Appeal and Empirical Shortcomings," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 55-72, Winter.
    6. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    7. 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.
    8. Bassanini, Andrea & Scarpetta, Stefano, 2002. "Does human capital matter for growth in OECD countries? A pooled mean-group approach," Economics Letters, Elsevier, vol. 74(3), pages 399-405, February.
    9. Hausman, Jerry A & Taylor, William E, 1981. "Panel Data and Unobservable Individual Effects," Econometrica, Econometric Society, vol. 49(6), pages 1377-1398, November.
    10. Steve Dowrick, 2003. "Ideas and Education: Level or Growth Effects?," NBER Working Papers 9709, National Bureau of Economic Research, Inc.
    11. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    12. Redding, Stephen, 1996. "The Low-Skill, Low-Quality Trap: Strategic Complementarities between Human Capital and R&D," Economic Journal, Royal Economic Society, vol. 106(435), pages 458-470, March.
    13. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    14. Beck, Nathaniel & Katz, Jonathan N., 1995. "What To Do (and Not to Do) with Time-Series Cross-Section Data," American Political Science Review, Cambridge University Press, vol. 89(3), pages 634-647, September.
    15. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    16. Dale W. Jorgenson, 1991. "Productivity and Economic Growth," NBER Chapters, in: Fifty Years of Economic Measurement: The Jubilee of the Conference on Research in Income and Wealth, pages 19-118, National Bureau of Economic Research, Inc.
    17. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    18. Baltagi, Badi H. & Bresson, Georges & Pirotte, Alain, 2003. "Fixed effects, random effects or Hausman-Taylor?: A pretest estimator," Economics Letters, Elsevier, vol. 79(3), pages 361-369, June.
    19. Roberto Cellini & Antonello E. Scorcu, 1997. "Istituzioni, stabilità e crescita nelle regioni italiane," L'industria, Società editrice il Mulino, issue 3, pages 459-484.
    20. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    21. R. Cellini & A. Scorcu, 1995. "How many Italies?," Working Papers 215, Dipartimento Scienze Economiche, Universita' di Bologna.
    22. Rustichini, Aldo & Schmilz, James Jr., 1991. "Research and imitation in long-run growth," Journal of Monetary Economics, Elsevier, vol. 27(2), pages 271-292, April.
    23. Andrew C. Harvey, 1990. "The Econometric Analysis of Time Series, 2nd Edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 026208189x, April.
    24. Philippe Aghion & Elie Cohen, 2004. "Education et croissance," Post-Print hal-03571451, HAL.
    25. Andrea Bassanini & Stefano Scarpetta & Philip Hemmings, 2001. "Economic Growth: The Role of Policies and Institutions: Panel Data. Evidence from OECD Countries," OECD Economics Department Working Papers 283, OECD Publishing.
    26. A. Di Liberto & J. Symons, 1998. "Human capital stocks and the development of Italian regions. A panel approach," Working Paper CRENoS 199804, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    27. Pritchett, Lant, 1996. "Where has all the education gone?," Policy Research Working Paper Series 1581, The World Bank.
    28. Caselli, Francesco & Esquivel, Gerardo & Lefort, Fernando, 1996. "Reopening the Convergence Debate: A New Look at Cross-Country Growth Empirics," Journal of Economic Growth, Springer, vol. 1(3), pages 363-389, September.
    29. Peter J. Klenow & Andrés Rodríguez-Clare, 1997. "The Neoclassical Revival in Growth Economics: Has It Gone Too Far?," NBER Chapters, in: NBER Macroeconomics Annual 1997, Volume 12, pages 73-114, National Bureau of Economic Research, Inc.
    30. David M. Drukker, 2003. "Testing for serial correlation in linear panel-data models," Stata Journal, StataCorp LP, vol. 3(2), pages 168-177, June.
    31. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
    32. 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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    2. Lima, Rita, 2016. "Capitale umano, innovazione tecnologica e divari economici nell’era post-knowledge? Un’analisi econometrica a livello sub nazionale [Human capital, technological innovation and economic gaps in the," MPRA Paper 70539, University Library of Munich, Germany.
    3. Petrakos, George & Dimitris, Kallioras & Ageliki, Anagnostou, 2007. "A Generalized Model of Regional Economic Growth in the European Union," Papers DYNREG12, Economic and Social Research Institute (ESRI).

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    More about this item

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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