IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

How to measure the unobservable: a panel technique for the analysis of TFP convergence

  • A. Di Liberto

    ()

  • F. Pigliaru

    ()

  • R. Mura

    ()

This paper proposes a fixed-effect panel methodology that enables us to simultaneously take into account both TFP convergence and the traditional neoclassical-type of convergence. We analyse a sample of Italian regions between 1963 and 1993 and find strong evidence that both mechanisms were at work during the process of aggregate regional convergence observed in Italy up to the mid-seventies. Finally, we find that our TFP estimates are highly positively correlated with standard human capital measures, where the latter is not statistically significant in growth regressions. This evidence confirms one of the hypothesis of the Nelson and Phelps approach, namely that human capital is the main determinant of technological catch-up. Our results are robust to the use of different estimation procedures such as simple LSDV, Kiviet-corrected LSDV, and GMM � la Arellano and Bond.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://crenos.unica.it/crenos/node/219
Download Restriction: no

File URL: http://crenos.unica.it/crenos/sites/all/modules/pubdlcnt/pubdlcnt.php?file=http://crenos.unica.it/crenos/sites/default/files/wp/04-05.pdf&nid=219
Download Restriction: no

Paper provided by Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia in its series Working Paper CRENoS with number 200405.

as
in new window

Length:
Date of creation: 2004
Date of revision:
Handle: RePEc:cns:cnscwp:200405
Contact details of provider: Postal: Via S. Giorgio 12, I-09124 Cagliari
Phone: +70/6756406
Fax: +70/6756402
Web page: http://www.crenos.unica.it/
Email:


More information through EDIRC

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. de la Fuente, Angel, 2002. "On the sources of convergence: A close look at the Spanish regions," European Economic Review, Elsevier, vol. 46(3), pages 569-599, March.
  2. Scott L. Baier & Gerald P. Dwyer, Jr. & Robert Tamura, 2002. "How important are capital and total factor productivity for economic growth?," Working Paper 2002-2, Federal Reserve Bank of Atlanta.
  3. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, 07.
  4. Robert E. Hall & Charles I. Jones, 1999. "Why Do Some Countries Produce So Much More Output per Worker than Others?," NBER Working Papers 6564, National Bureau of Economic Research, Inc.
  5. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
  6. Mankiw, N Gregory & Romer, David & Weil, David N, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, MIT Press, vol. 107(2), pages 407-37, May.
  7. Boltho, Andrea & Carlin, Wendy & Scaramozzino, Pasquale, 1996. "Will East Germany Become a New Mezzogiorno?," CEPR Discussion Papers 1256, C.E.P.R. Discussion Papers.
  8. Ruth A. Judson & Ann L. Owen, 1997. "Estimating dynamic panel data models: a practical guide for macroeconomists," Finance and Economics Discussion Series 1997-3, Board of Governors of the Federal Reserve System (U.S.).
  9. Michele Boldrin & Fabio Canova, 2001. "Inequality and convergence in Europe's regions: reconsidering European regional policies," Economic Policy, CEPR;CES;MSH, vol. 16(32), pages 205-253, 04.
  10. Jonathan Temple, 2001. "Growth effects of education and social capital in the OECD countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 57-101.
  11. repec:chb:bcchwp:03 is not listed on IDEAS
  12. Bond, Stephen Roy & Hoeffler, Anke & Temple, Jonathan, 2001. "GMM Estimation of Empirical Growth Models," CEPR Discussion Papers 3048, C.E.P.R. Discussion Papers.
  13. Barro, R.J. & Sala-I-Martin, X., 1991. "Convergence Across States and Regions," Papers 629, Yale - Economic Growth Center.
  14. Sala-i-Martin, Xavier, 1995. "The Classical Approach to Convergence Analysis," CEPR Discussion Papers 1254, C.E.P.R. Discussion Papers.
  15. Marco Maffezzoli, 2004. "Convergence Across Italian Regions and the Role of Technological Catch-Up," Working Papers 274, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  16. R. Paci & R. Pala & E. Marrocu, 2000. "Estimation of total factor productivity for regions and sectors in Italy. A panel cointegration approach," Working Paper CRENoS 200016, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  17. Young, Alwyn, 1994. "Lessons from the East Asian NICS: A contrarian view," European Economic Review, Elsevier, vol. 38(3-4), pages 964-973, April.
  18. Nazrul Islam, 2003. "Productivity Dynamics in a Large Sample of Countries: A Panel Study," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(2), pages 247-272, 06.
  19. Jan Fagerberg & Bart Verspagen, 1996. "Heading for Divergence? Regional Growth in Europe Reconsidered," Journal of Common Market Studies, Wiley Blackwell, vol. 34(3), pages 431-448, 09.
  20. Klenow, Peter J. & Rodriguez-Clare, Andres, 1997. "Economic growth: A review essay," Journal of Monetary Economics, Elsevier, vol. 40(3), pages 597-617, December.
  21. Francesco Aiello & Vincenzo Scoppa, 2000. "Uneven Regional Development in Italy: Explaining Differences in Productivity Levels," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 59(2), pages 270-298, September.
  22. Richard R. Nelson & Edmond S. Phelps, 1965. "Investment in Humans, Technological Diffusion and Economic Growth," Cowles Foundation Discussion Papers 189, Cowles Foundation for Research in Economics, Yale University.
  23. R. Paci & F. Pigliaru, 2001. "Technological Diffusion, Spatial Spillovers And Regional Convergence In Europe," Working Paper CRENoS 200101, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  24. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
  25. de la Fuente, Angel, 1997. "The empirics of growth and convergence: A selective review," Journal of Economic Dynamics and Control, Elsevier, vol. 21(1), pages 23-73, January.
  26. Islam, Nazrul, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, MIT Press, vol. 110(4), pages 1127-70, November.
  27. Pigliaru, Francesco, 2000. "Detecting Technological Catch-Up In Economic Convergence," ERSA conference papers ersa00p21, European Regional Science Association.
  28. Steve Dowrick & Mark Rogers, 2002. "Classical and technological convergence: beyond the Solow-Swan growth model," Oxford Economic Papers, Oxford University Press, vol. 54(3), pages 369-385, July.
  29. Robert E. Lucas, 2000. "Some Macroeconomics for the 21st Century," Journal of Economic Perspectives, American Economic Association, vol. 14(1), pages 159-168, Winter.
  30. Leone Leonida & Carmelo Petraglia & Luis Murillo-Zamorano, 2004. "Total factor productivity and the convergence hypothesis in the Italian regions," Applied Economics, Taylor & Francis Journals, vol. 36(19), pages 2187-2193.
  31. Graziani, Augusto, 1978. "The Mezzogiorno in the Italian Economy," Cambridge Journal of Economics, Oxford University Press, vol. 2(4), pages 355-72, December.
  32. Di Liberto Adriana, 2001. "Stock" di capitale umano e crescita nelle regioni italiane: un approccio "panel," Politica economica - Journal of Economic Policy (PEJEP), Società editrice il Mulino, issue 2, pages 159-184.
  33. Arellano, Manuel & Bond, Stephen, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Wiley Blackwell, vol. 58(2), pages 277-97, April.
  34. 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 363-89, September.
  35. 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.
  36. Bernard, Andrew B & Jones, Charles I, 1996. "Technology and Convergence," Economic Journal, Royal Economic Society, vol. 106(437), pages 1037-44, July.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:cns:cnscwp:200405. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Antonello Pau)

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.