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Firm heterogeneity in productivity across Europe. What explains what?

  • Aiello, Francesco
  • Ricotta, Fernanda

This paper analyses the TFP heterogeneity of a sample of manufacturing firms operating in seven EU countries (Austria, France, Germany, Hungary, Italy, Spain and UK). TFP data refer to 2008. The empirical setting is based on the multilevel modelling which provides two main results. Firstly, we show that TFP heterogeneity is largely due to firm-specific features (85% of TFP variability in the empty-model). Interestingly, we find that some key-drivers of TFP (size, family-management, group membership, innovations and human capital) influence heterogeneity in productivity with the expect sign, but do not, on the whole, absorb much of firm-TFP variance, implying that differences in productivity are due to sizable yet unobservable firm characteristics. Secondly, as far the role of localization is concerned, we demonstrate that country-effect is more influential than region-effect in explaining individual productivity. Net of the country-effect, the localisation in different European regions explains about 5% of TFP firm heterogeneity. When considering the case of three individual countries (France, Italy and Spain), location in different regions explains 4.7% of TFP heterogeneity in Italy, while this proportion is lower (2.9%) in France and higher (7.6%) in Spain.

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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 56222.

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Date of creation: 26 May 2014
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Handle: RePEc:pra:mprapa:56222
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  1. Martin Srholec, 2015. "Understanding the diversity of cooperation on innovation across countries: multilevel evidence from Europe," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(1-2), pages 159-182, March.
  2. Fulvio Castellacci, 2007. "Evolutionary And New Growth Theories. Are They Converging?," Journal of Economic Surveys, Wiley Blackwell, vol. 21(3), pages 585-627, 07.
  3. J. Vernon Henderson, Zmarak Shalizi, and Anthony J. Venables, 2001. "Geography and development," Journal of Economic Geography, Oxford University Press, vol. 1(1), pages 81-105, January.
  4. Benfratello, Luigi & Sembenelli, Alessandro, 2006. "Foreign ownership and productivity: Is the direction of causality so obvious?," International Journal of Industrial Organization, Elsevier, vol. 24(4), pages 733-751, July.
  5. Andrés Rodríguez-Pose, 2010. "Do institutions matter for regional development?," Working Papers 2010-02, Instituto Madrileño de Estudios Avanzados (IMDEA) Ciencias Sociales.
  6. Griffith, Rachel, 1999. "Using the ARD Establishment Level Data to Look at Foreign Ownership and Productivity in the United Kingdom," Economic Journal, Royal Economic Society, vol. 109(456), pages F416-42, June.
  7. Francesco Caselli, 2005. "Accounting for Cross-Country Income Differences," CEP Discussion Papers dp0667, Centre for Economic Performance, LSE.
  8. Giorgio Fazio & Davide Piacentino, 2009. "A spatial multilevel analysis of Italian SMEs Productivity," Working Papers 2009_31, Business School - Economics, University of Glasgow.
  9. de la Fuente, Angel, 1996. "On the Sources of Convergence: A Close Look at the Spanish Regions," CEPR Discussion Papers 1543, C.E.P.R. Discussion Papers.
  10. Mihály Borsi & Norbert Metiu, 2015. "The evolution of economic convergence in the European Union," Empirical Economics, Springer, vol. 48(2), pages 657-681, March.
  11. Carlo Altomonte & Italo Colantone, 2005. "Firm Heterogeneity and Endogenous Regional Disparities," LICOS Discussion Papers 16105, LICOS - Centre for Institutions and Economic Performance, KU Leuven.
  12. Luisa Corrado & Bernard Fingleton, 2011. "Where is the Economics in Spatial Econometrics?," SERC Discussion Papers 0071, Spatial Economics Research Centre, LSE.
  13. Mahlberg, Bernhard & Freund, Inga & Crespo Cuaresma, Jesús & Prskawetz, Alexia, 2013. "The age-productivity pattern: Do location and sector affiliation matter?," ECON WPS - Vienna University of Technology Working Papers in Economic Theory and Policy 01/2013, Vienna University of Technology, Institute for Mathematical Methods in Economics, Research Group Economics (ECON).
  14. Martin Srholec, 2007. "A multilevel approach to geography of innovation," Working Papers on Innovation Studies 20071010, Centre for Technology, Innovation and Culture, University of Oslo, revised Mar 2009.
  15. Franco Malerba, 2005. "Sectoral systems of innovation: a framework for linking innovation to the knowledge base, structure and dynamics of sectors," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(1-2), pages 63-82.
  16. Wagner, Joachim, 2005. "Exports and Productivity : A survey of the evidence from firm level data," HWWA Discussion Papers 319, Hamburg Institute of International Economics (HWWA).
  17. I.P. Ottaviano, Gianmarco, 2008. "Infrastructure and economic geography: An overview of theory and evidence," EIB Papers 6/2008, European Investment Bank, Economics Department.
  18. Bartkowska, Monika & Riedl, Aleksandra, 2012. "Regional convergence clubs in Europe: Identification and conditioning factors," Economic Modelling, Elsevier, vol. 29(1), pages 22-31.
  19. Hall, B.H., 2011. "Innovation and productivity," MERIT Working Papers 028, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  20. Peter 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.
  21. Johannes Van Biesebroeck, 2003. "Revisiting Some Productivity Debates," NBER Working Papers 10065, National Bureau of Economic Research, Inc.
  22. Miller, Danny & Le Breton-Miller, Isabelle & Lester, Richard H. & Cannella Jr., Albert A., 2007. "Are family firms really superior performers?," Journal of Corporate Finance, Elsevier, vol. 13(5), pages 829-858, December.
  23. Roberto Barontini & Lorenzo Caprio, 2006. "The Effect of Family Control on Firm Value and Performance: Evidence from Continental Europe," European Financial Management, European Financial Management Association, vol. 12(5), pages 689-723.
  24. Matthieu Crozet & Isabelle Méjean & Soledad Zignago, 2008. "Plus grandes, plus fortes, plus loin... Performances relatives des firmes exportatrices françaises," Working Papers 2008-26, CEPII research center.
  25. Melitz, Marc J, 2002. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," CEPR Discussion Papers 3381, C.E.P.R. Discussion Papers.
  26. Giorgio Barba Navaretti & Matteo Bugamelli & Fabiano Schivardi & Carlo Altomonte & Daniel Horgos & Daniela Maggioni, . "The global operations of European firms - The second EFIGE policy report," Blueprints, Bruegel, number 581.
  27. Flora Bellone & Sarah Guillou & Lionel Nesta, 2009. "Are Export Premia Robust to Innovation Statistics ?," Documents de Travail de l'OFCE 2009-15, Observatoire Francais des Conjonctures Economiques (OFCE).
  28. Parisi, Maria Laura & Schiantarelli, Fabio & Sembenelli, Alessandro, 2006. "Productivity, innovation and R&D: Micro evidence for Italy," European Economic Review, Elsevier, vol. 50(8), pages 2037-2061, November.
  29. Giovanni Caggiano & Leone Leonida, 2013. "Multimodality in the distribution of GDP and the absolute convergence hypothesis," Empirical Economics, Springer, vol. 44(3), pages 1203-1215, June.
  30. Aiello, Francesco & Pupo, Valeria, 2012. "Structural funds and the economic divide in Italy," Journal of Policy Modeling, Elsevier, vol. 34(3), pages 403-418.
  31. Rachel Griffith, 1999. "Using the ARD establishment level data to look at foreign ownership and productivity in the UK," IFS Working Papers W99/06, Institute for Fiscal Studies.
  32. Francesco Caselli, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
  33. Maury, Benjamin, 2006. "Family ownership and firm performance: Empirical evidence from Western European corporations," Journal of Corporate Finance, Elsevier, vol. 12(2), pages 321-341, January.
  34. Aiello, Francesco & Pupo, Valeria & Ricotta, Fernanda, 2013. "Firm heterogeneity in TFP, sectoral innovation and geography. Evidence from Italy," MPRA Paper 48573, University Library of Munich, Germany.
  35. Francesco Aiello & Camilla Mastromarco & Angelo Zago, 2011. "Be productive or face decline. On the sources and determinants of output growth in Italian manufacturing firms," Empirical Economics, Springer, vol. 41(3), pages 787-815, December.
  36. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-37, October.
  37. Carlo Altomonte & Tommaso Aquilante, 2012. "The EU-EFIGE/Bruegel-Unicredit dataset," Working Papers 753, Bruegel.
  38. Arosa, Blanca & Iturralde, Txomin & Maseda, Amaia, 2010. "Ownership structure and firm performance in non-listed firms: Evidence from Spain," Journal of Family Business Strategy, Elsevier, vol. 1(2), pages 88-96, June.
  39. Potters, Lesley & Ortega-Argilés, Raquel & Vivarelli, Marco, 2008. "R&D and Productivity: Testing Sectoral Peculiarities Using Micro Data," IZA Discussion Papers 3338, Institute for the Study of Labor (IZA).
  40. John Weche Gelübcke, 2013. "The performance of foreign affiliates in German manufacturing: evidence from a new database," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(1), pages 151-182, March.
  41. Cassiman, Bruno & Golovko, Elena & Martínez-Ros, Ester, 2010. "Innovation, exports and productivity," International Journal of Industrial Organization, Elsevier, vol. 28(4), pages 372-376, July.
  42. Nick Bloom & John Van Reenen, 2010. "Why do management practices differ across firms and countries?," LSE Research Online Documents on Economics 47491, London School of Economics and Political Science, LSE Library.
  43. Francesco Aiello & Valeria Pupo & Fernanda Ricotta, 2014. "Explaining Total Factor Productivity at Firm Level in Italy: Does Location Matter?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 51-70, March.
  44. Pindado, Julio & Requejo, Ignacio & Torre, Chabela de la, 2008. "Does family ownership impact positively on firm value? Empirical evidence from Western Europe," Working Papers "New Trends on Business Administration". Documentos de Trabajo "Nuevas Tendencias en Dirección de Empresas". 2008-02, Interuniversity Research Master and Doctorate Program (with a quality mention of ANECA) on "Business Economics", Universities of Valladolid, Burgos, Salamanca and León (Spain). Until 2008, Interuniversity Doctorate Program (with a quality mention of ANECA) “New trends in Business Administration”, Universities of Valladolid, Burgos, and Salamanca (Spain). Master en Investigación y Programa de Docto.
  45. David Thesmar & D. Sraer, 2007. "Performance and Behavior of Family Firms: Evidence From the French Stock Market," Post-Print halshs-00170635, HAL.
  46. Sraer, David & Thesmar, David, 2004. "Performance and Behaviour of Family Firms: Evidence from the French Stock Market," CEPR Discussion Papers 4520, C.E.P.R. Discussion Papers.
  47. 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.
  48. Marco Cucculelli & Lidia Mannarino & Valeria Pupo & Fernanda Ricotta, 2014. "Owner-management, firm age and productivity in Italian family firms," Mo.Fi.R. Working Papers 99, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
  49. 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.
  50. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity across Four European Countries," NBER Working Papers 12722, National Bureau of Economic Research, Inc.
  51. 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, Oxford University Press, vol. 114(1), pages 83-116.
  52. Adriana Di Liberto & Stefano Usai, 2011. "TFP convergence across European regions," ERSA conference papers ersa10p409, European Regional Science Association.
  53. Richard E. Baldwin & Toshihiro Okubo, 2006. "Heterogeneous firms, agglomeration and economic geography: spatial selection and sorting," Journal of Economic Geography, Oxford University Press, vol. 6(3), pages 323-346, June.
  54. 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.
  55. Arnab Bhattacharjee & Eduardo Castro & Chris Jensen-Butler, 2009. "Regional variation in productivity: a study of the Danish economy," Journal of Productivity Analysis, Springer, vol. 31(3), pages 195-212, June.
  56. Barth, Erling & Gulbrandsen, Trygve & Schonea, Pal, 2005. "Family ownership and productivity: the role of owner-management," Journal of Corporate Finance, Elsevier, vol. 11(1-2), pages 107-127, March.
  57. Raspe, Otto & van Oort, Frank G., 2011. "Firm heterogeneity, productivity and spatially bounded knowledge externalities," Socio-Economic Planning Sciences, Elsevier, vol. 45(1), pages 38-47, March.
  58. Carlo Altomonte & Tommaso Aquilante & Gianmarco Ottaviano, . "The triggers of competitiveness: The EFIGE cross-country report," Blueprints, Bruegel, number 738.
  59. Cora J. M. Maas & Joop J. Hox, 2004. "Robustness issues in multilevel regression analysis," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 58(2), pages 127-137.
  60. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 317-341.
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