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TFP Convergence Across European Regions: A Comparative Spatial Dynamics Analysis

  • Adriana Di LibertoEmail author
  • Stefano Usai
Chapter
Part of the Advances in Spatial Science book series (ADVSPATIAL)

Abstract

This paper proposes a fixed-effect panel methodology to estimate Total Factor Productivity and investigate the spatial dimension of regional EU TFP from both a static and a dynamic perspective. The sample includes 199 regions in EU15 (plus Norway and Switzerland) between 1985 and 2006. First of all, we find the absence of an overall process of convergence, since TFP dispersion is virtually constant along time. Furthermore, exploratory spatial data techniques show that there are interesting interregional dynamic patterns. We find that polarization patterns in Europe have significantly changed along time. Overall, results suggest that only few TFP leaders are emerging and they are distancing themselves from the rest, while the cluster of low TFP regions is widening.

Keywords

TFP Technology catching up Panel data Exploratory spatial data analysis 

Notes

Acknowledgments

The research leading to these results has received funding from the ESPON project KIT, Knowledge, Innovation, Territory. We thank Claudio Deiana for his excellent research assistance.

References

  1. Acemoglu D, Johnson S, Robinson J (2001) The colonial origins of comparative development: an empirical investigation. Am Econ Rev 91:1369–1401CrossRefGoogle Scholar
  2. Acemoglu D, Aghion P, Zilibotti F (2006) Distance to frontier, selection and economic growth. J European Econ Assoc 4(1):37–74CrossRefGoogle Scholar
  3. Alesina A, La Ferrara E (2005) Ethnic diversity and economic performance. J Econ Lit, Am Econ Assoc 43(3):762–800CrossRefGoogle Scholar
  4. Anselin L (1988) Spatial econometrics: methods and models. Kluwer, DordrechtGoogle Scholar
  5. Anselin L (1995) Local indicators of spatial association-LISA. Geogr Anal 27:93–115CrossRefGoogle Scholar
  6. Anselin L (1996) The moran scatterplot as an ESDA tool to assess local instability in spatial association. In: Fischer M, Scholten H, Unwin D (eds) Spatial analytical perspectives on GIS. Taylor and Francis, London, pp 111–125Google Scholar
  7. Anselin L, Le Gallo J, Jayet H (2008) The Econometrics of Panel Data, Fundamentals and Recent Developments in Theory and Practice (3rd edn). In: Matyas L L, Sevestre P (eds), Springer-Verlag, Berlin Heidelberg, pp 627–662Google Scholar
  8. Arellano M, Bond S (1991) Some tests of specification for panel data: Monte Carlo evidence and an application to employment equations. Rev Econ Stud 58:277–297CrossRefGoogle Scholar
  9. Bellini E, Ottaviano G, Pinelli D (2012) Cultural diversity and economics performance: evidence from European regions, in this volumeGoogle Scholar
  10. Bernard A, Jones C (1996) Technology and convergence. Econ J 106:1037–1044CrossRefGoogle Scholar
  11. Capello R, Fratesi U (2012) Globalization and endogenous regional growth, in this volumeGoogle Scholar
  12. Caselli F, Esquivel G, Lefort F (1996) Reopening the convergence debate: a new look at cross country growth empirics. J Econ Growth 1:363–389CrossRefGoogle Scholar
  13. Comin D, Hobijn B (2004) Cross-country technology adoption: making the theories face the facts. J Monetary Econ 51:39–83CrossRefGoogle Scholar
  14. Comin D, Hobijn B (2009) Lobbies and technology diffusion. Rev Econ Stat 91(2):229–244CrossRefGoogle Scholar
  15. Comin D, Hobijn B, Rovito E (2008) Technology usage lags. J Econ Growth 13(4):237–256CrossRefGoogle Scholar
  16. Crescenzi R, Gagliardi L Percoco M (2012) Social capital and innovation in Italy, in this volumeGoogle Scholar
  17. Del Gatto M, Di Liberto A, Petraglia C (2011) Measuring productivity. J Econ Surv 25(5): 952–1008CrossRefGoogle Scholar
  18. Dettori B, Marrocu E, Paci R (2011) Total factor productivity, intangible assets and spatial dependence in the European regions. Regional Studies (in press)Google Scholar
  19. Di Liberto A, Usai S (2010) TFP convergence across European regions: a comparative spatial dynamics analysis. Crenos working papers 2010/30Google Scholar
  20. Di Liberto A, Pigliaru F, Mura R (2008) How to measure the unobservable: a panel technique for the analysis of TFP convergence. Oxford Econ Pap 60(2):343–368CrossRefGoogle Scholar
  21. Di Liberto A, Pigliaru F, Chelucci P (2011) International TFP dynamics and human capital stocks: a panel data analysis, 1960–2003. Rev Income Wealth 57(1):156–182CrossRefGoogle Scholar
  22. Durlauf S, Johnson P, Temple J (2005) Growth econometrics. In: Aghion P, Durlauf S (ed) Handbook of economic growth, vol 1, North-Holland, Amsterdam. pp 555–677Google Scholar
  23. Easterly W, Levine R (1997) Africa’s growth tragedy: policies and ethnic divisions. Q J Econ 112(4):1203–1250CrossRefGoogle Scholar
  24. Easterly W, Levine R (2001) It’s not factor accumulation: stylized facts and growth models. World Bank Econ Rev 15:177–219CrossRefGoogle Scholar
  25. Ertur C, Koch W (2006) Regional disparities in the European Union and the enlargement process: an exploratory spatial data analysis, 1995–2000. Annal Reg Sci 40:723–765CrossRefGoogle Scholar
  26. Everaert G, Pozzi L (2007) Bootstrap-based bias correction for dynamic panels. J Econ Dyn Control 31(4):1160–1184CrossRefGoogle Scholar
  27. Ezcurra R, Iraizoz B, Pascual P (2009) Total factor productivity, efficiency, and technological change in the European regions: a nonparametric approach. Environ Plann A 41(5):1152–1170CrossRefGoogle Scholar
  28. Grier K, Grier R (2007) Only income diverges: a neoclassical anomaly. J Dev Econ 84:25–45CrossRefGoogle Scholar
  29. Hall R, Jones C (1999) Why do some countries produce so much more output per worker than others? Q J Econ 114:83–116CrossRefGoogle Scholar
  30. Islam N (1995) Growth empirics: a panel data approach. Q J Econ 110:1127–1170CrossRefGoogle Scholar
  31. Islam N (2003) Productivity dynamics in a large sample of countries: a panel study. Rev Income and Wealth 49:247–272CrossRefGoogle Scholar
  32. Jorgenson D (2005) Accounting for growth in the information age. In: Aghion P, Durlauf S (ed) Handbook of economic growth, vol 1, North-Holland, Amsterdam. pp 743–815Google Scholar
  33. Judson R, Owen A (1999) Estimating dynamic panel data models: a guide for macroeconomists. Econ Lett 65:9–15CrossRefGoogle Scholar
  34. Kiviet J (1995) On bias inconsistency and efficiency of various estimators in dynamic panel data models. J Econ 68:53–78Google Scholar
  35. Knack S, Keefer P (1997) Does social capital have an economic payoff? A cross-country investigation. Q J Econ 112(4):1251–1288CrossRefGoogle Scholar
  36. Krueger A, Lindahl M (2001) Education for growth: why and for whom? J Econ Lit 39:1101–1136CrossRefGoogle Scholar
  37. Le Sage JP, Fischer M (2012) Estimates of the impact of static and dynamic knowledge spillovers on regional factor productivity. Int Reg Sci Review 35(1):103–127Google Scholar
  38. López-Bazo E, Vayá E, Artís M (2004) Regional externalities and growth: evidence from European regions. J Reg Sci 44(1):43–73CrossRefGoogle Scholar
  39. Magrini S (2004) Regional (di)convergence. In: Henderson V, Thisse JF (eds) Handbook of regional and urban economics: cities and geography. Elsevier, the NetherlandsGoogle Scholar
  40. Mankiw N, Romer D, Weil D (1992) A contribution to the empirics of economic growth. Q J Econ 107:407–437CrossRefGoogle Scholar
  41. Marrocu E, Paci R, Usai S (2012) Productivity growth in the old and new Europe: the role of agglomeration externalities. Int J Reg Studies (in press)Google Scholar
  42. Monastiriotis V (2012) Regional growth in central and eastern Europe: convergence, divergence and non-linear dynamics, in this volumeGoogle Scholar
  43. Nelson R, Phelps E (1966) Investments in humans technological diffusion and economic growth. Am Econ Rev 56:69–75Google Scholar
  44. Parente S, Prescott E (1999) Monopoly rights: a barrier to riches. Am Econ Rev 89:1216–1233CrossRefGoogle Scholar
  45. Pritchett L (1997) Divergence: big time. J Econ Perspect 11:3–18CrossRefGoogle Scholar
  46. Rey SJ, Montouri BD (1999) US regional income convergence: a spatial econometric perspective. Reg Stud Taylor Francis J 33(2):143–156CrossRefGoogle Scholar
  47. Rey SJ, Ye X (2010) Comparative spatial dynamics of regional systems. In progress in spatial analysis: theory and computation, and thematic applications, pp 441–464Google Scholar
  48. Rey SJ, Murray AT, Anselin L (2010) Visualising regional income distribution dynamics. GeoDa spatial center working papers, p 14Google Scholar
  49. Rodriguez-Pose A, Comptour F (2012) Do clusters generate greater innovation and growth? An analysis of European regions, in this volumeGoogle Scholar
  50. Scherngell T, Fischer MM, Reismann M (2007) Total factor productivity effects of interregional knowledge spillovers in manufacturing industries across Europe. Romanian J Reg Sci 1(1):1–16Google Scholar
  51. Tabellini G (2010) Culture and institutions: economics development in the regions of Europe. J European Econ Assoc 8:677–716Google Scholar
  52. Temple J (1999) A positive effect of human capital on growth. Econo Lett Elsevier 65(1):131–134Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  1. 1.Università di Cagliari and CrenosCagliariItaly

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