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Capital and labour (mis)allocation in the euro area: some stylized facts and determinants

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  • Gamberoni, Elisa
  • Giordano, Claire
  • Lopez-Garcia, Paloma

Abstract

We analyse the evolution of capital and labour (mis)allocation across firms in five euro-area countries (Belgium, France, Germany, Italy and Spain) and eight main sectors of the economy during the period 2002-2012. Three key stylized facts emerge. First, in all countries with the exception of Germany, capital allocation has worsened over time whereas the efficiency of labour reallocation has not changed significantly. Second, the observed increase in capital misallocation has been particularly severe in services as opposed to industry. Third, misallocation of both labour and capital dropped in all countries in 2009 and again for some country-sectors in 2011-2012. We next take stock of the possible drivers of input misallocation dynamics in a standard panel regression framework. Controlling for demand conditions and for the initial level of misallocation, heightened uncertainty, restrictive bank credit standards and tight product and labour market regulation are found to have boosted input misallocation, whereas the Great Recession per se exerted a cleansing effect. JEL Classification: D24, D61, O47

Suggested Citation

  • Gamberoni, Elisa & Giordano, Claire & Lopez-Garcia, Paloma, 2016. "Capital and labour (mis)allocation in the euro area: some stylized facts and determinants," Working Paper Series 1981, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20161981
    Note: 2648083
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    1. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    2. Marc J. Melitz & Sašo Polanec, 2015. "Dynamic Olley-Pakes productivity decomposition with entry and exit," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 362-375, June.
    3. Charles R. Hulten & Edwin R. Dean & Michael J. Harper, 2001. "New Developments in Productivity Analysis," NBER Books, National Bureau of Economic Research, Inc, number hult01-1, March.
    4. Eric J. Bartelsman & Pieter A. Gautier & Joris De Wind, 2016. "Employment Protection, Technology Choice, And Worker Allocation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 57(3), pages 787-826, August.
    5. Diego Restuccia & Richard Rogerson, 2013. "Misallocation and productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 1-10, January.
    6. Mortensen, Dale & Pissarides, Christopher, 2011. "Job Creation and Job Destruction in the Theory of Unemployment," Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 1, pages 1-19.
    7. Rebekka Christopoulou & Philip Vermeulen, 2012. "Markups in the Euro area and the US over the period 1981–2004: a comparison of 50 sectors," Empirical Economics, Springer, vol. 42(1), pages 53-77, February.
    8. Claire Giordano, Paloma Lopez-Garcia, 2018. "Is corruption efficiency-enhancing? A case study of the Central and Eastern European region," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 15(1), pages 119-164, June.
    9. De Loecker, Jan & Konings, Jozef, 2006. "Job reallocation and productivity growth in a post-socialist economy: Evidence from Slovenian manufacturing," European Journal of Political Economy, Elsevier, vol. 22(2), pages 388-408, June.
    10. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    11. Haltiwanger, John & Scarpetta, Stefano & Schweiger, Helena, 2014. "Cross country differences in job reallocation: The role of industry, firm size and regulations," Labour Economics, Elsevier, vol. 26(C), pages 11-25.
    12. Manuel García‐Santana & Enrique Moral‐Benito & Josep Pijoan‐Mas & Roberto Ramos, 2020. "Growing Like Spain: 1995–2007," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(1), pages 383-416, February.
    13. Amil Petrin & Jerome Reiter & Kirk White, 2011. "The Impact of Plant-level Resource Reallocations and Technical Progress on U.S. Macroeconomic Growth," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 3-26, January.
    14. Guglielmo Barone & Federico Cingano, 2011. "Service Regulation and Growth: Evidence from OECD Countries," Economic Journal, Royal Economic Society, vol. 121(555), pages 931-957, September.
    15. Olivier Blanchard & Francesco Giavazzi, 2003. "Macroeconomic Effects of Regulation and Deregulation in Goods and Labor Markets," The Quarterly Journal of Economics, Oxford University Press, vol. 118(3), pages 879-907.
    16. Elisa Guglielminetti, 2016. "The labor market channel of macroeconomic uncertainty," Temi di discussione (Economic working papers) 1068, Bank of Italy, Economic Research and International Relations Area.
    17. Diego A. Comin & Martí Mestieri, 2010. "An Intensive Exploration of Technology Diffusion," NBER Working Papers 16379, National Bureau of Economic Research, Inc.
    18. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    19. Basu, Susanto & Fernald, John G, 1997. "Returns to Scale in U.S. Production: Estimates and Implications," Journal of Political Economy, University of Chicago Press, vol. 105(2), pages 249-283, April.
    20. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    21. Steven J. Davis & John Haltiwanger, 1990. "Gross Job Creation and Destruction: Microeconomic Evidence and Macroeconomic Implications," NBER Chapters, in: NBER Macroeconomics Annual 1990, Volume 5, pages 123-186, National Bureau of Economic Research, Inc.
    22. Acemoglu,Daron & Arellano,Manuel & Dekel,Eddie (ed.), 2013. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9781107016064, May.
    23. Comin, Diego & Mestieri, Martí, 2014. "Technology Diffusion: Measurement, Causes, and Consequences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 2, pages 565-622, Elsevier.
    24. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    25. Acemoglu,Daron & Arellano,Manuel & Dekel,Eddie (ed.), 2013. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9781107627314, May.
    26. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, Oxford University Press, vol. 124(4), pages 1403-1448.
    27. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    28. Acemoglu,Daron & Arellano,Manuel & Dekel,Eddie (ed.), 2013. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9781107016040, May.
    29. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    30. Catherine Fuss & Philip Vermeulen, 2008. "Firms' investment decisions in response to demand and price uncertainty," Applied Economics, Taylor & Francis Journals, vol. 40(18), pages 2337-2351.
    31. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    32. Diego Comin & Bart Hobijn, 2010. "An Exploration of Technology Diffusion," American Economic Review, American Economic Association, vol. 100(5), pages 2031-2059, December.
    33. Antonio Ciccone & Elias Papaioannou, 2010. "Estimating Cross-Industry Cross-Country Models Using Benchmark Industry Characteristics," Working Papers 504, Barcelona Graduate School of Economics.
    34. Ricardo J. Caballero & Takeo Hoshi & Anil K. Kashyap, 2008. "Zombie Lending and Depressed Restructuring in Japan," American Economic Review, American Economic Association, vol. 98(5), pages 1943-1977, December.
    35. Sara Calligaris, 2015. "Misallocation and Total Factor Productivity in Italy: Evidence from Firm-Level Data," LABOUR, CEIS, vol. 29(4), pages 367-393, December.
    36. Acemoglu,Daron & Arellano,Manuel & Dekel,Eddie (ed.), 2013. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9781107638105, May.
    37. Giuseppe Fiori & Giuseppe Nicoletti & Stefano Scarpetta & Fabio Schiantarelli, 2012. "Employment Effects of Product and Labour Market Reforms: Are There Synergies?," Economic Journal, Royal Economic Society, vol. 122(558), pages 79-104, February.
    38. Bee Yan Aw & Xiaomin Chen & Mark J. Roberts, 1997. "Firm-level Evidence on Productivity Differentials, Turnover, and Exports in Taiwanese Manufacturing," NBER Working Papers 6235, National Bureau of Economic Research, Inc.
    39. Bena, Jan & Ondko, Peter, 2012. "Financial development and the allocation of external finance," Journal of Empirical Finance, Elsevier, vol. 19(1), pages 1-25.
    40. Hugo A. Hopenhayn, 2014. "Firms, Misallocation, and Aggregate Productivity: A Review," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 735-770, August.
    41. Acemoglu,Daron & Arellano,Manuel & Dekel,Eddie (ed.), 2013. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9781107016057, May.
    42. Riley, Rebecca & Rosazza-Bondibene, Chiara & Young, Garry, 2015. "The UK productivity puzzle 2008-13: evidence from British businesses," Bank of England working papers 531, Bank of England.
    43. Davis, Steven J & Haltiwanger, John & Schuh, Scott, 1996. "Small Business and Job Creation: Dissecting the Myth and Reassessing the Facts," Small Business Economics, Springer, vol. 8(4), pages 297-315, August.
    44. Sophie Osotimehin & Francesco Pappadà, 2017. "Credit Frictions and The Cleansing Effect of Recessions," Economic Journal, Royal Economic Society, vol. 127(602), pages 1153-1187, June.
    45. Lionel Fontagné & Gianluca Santoni, 2015. "Firm Level Allocative Inefficiency: Evidence from France," Working Papers hal-01299818, HAL.
    46. Edouard Schaal, 2017. "Uncertainty and Unemployment," Econometrica, Econometric Society, vol. 85(6), pages 1675-1721, November.
    47. Peters, Michael, 2013. "Heterogeneous mark-ups, growth and endogenous misallocation," LSE Research Online Documents on Economics 54254, London School of Economics and Political Science, LSE Library.
    48. John Asker & Allan Collard-Wexler & Jan De Loecker, 2014. "Dynamic Inputs and Resource (Mis)Allocation," Journal of Political Economy, University of Chicago Press, vol. 122(5), pages 1013-1063.
    49. Lucia Foster & John Haltiwanger & C. J. Krizan, 2006. "Market Selection, Reallocation, and Restructuring in the U.S. Retail Trade Sector in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 748-758, November.
    50. Abhijit V. Banerjee & Benjamin Moll, 2010. "Why Does Misallocation Persist?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 189-206, January.
    51. Claire Giordano & Francesco Zollino, 2017. "Macroeconomic estimates of Italy�s mark-ups in the long-run, 1861-2012," Quaderni di storia economica (Economic History Working Papers) 39, Bank of Italy, Economic Research and International Relations Area.
    52. Acemoglu,Daron & Arellano,Manuel & Dekel,Eddie (ed.), 2013. "Advances in Economics and Econometrics," Cambridge Books, Cambridge University Press, number 9781107674165, May.
    53. James A. Schmitz Jr., 2005. "What Determines Productivity? Lessons from the Dramatic Recovery of the U.S. and Canadian Iron Ore Industries Following Their Early 1980s Crisis," Journal of Political Economy, University of Chicago Press, vol. 113(3), pages 582-625, June.
    54. Peter Howitt, 2000. "Endogenous Growth and Cross-Country Income Differences," American Economic Review, American Economic Association, vol. 90(4), pages 829-846, September.
    55. Sara Calligaris, 2015. "Misallocation and Total Factor Productivity in Italy: Evidence from Firm-Level Data," CEIS Research Paper 357, Tor Vergata University, CEIS, revised 14 Oct 2015.
    56. Dias, Daniel A. & Robalo Marques, Carlos & Richmond, Christine, 2016. "Misallocation and productivity in the lead up to the Eurozone crisis," Journal of Macroeconomics, Elsevier, vol. 49(C), pages 46-70.
    57. Amil Petrin & Jagadeesh Sivadasan, 2013. "Estimating Lost Output from Allocative Inefficiency, with an Application to Chile and Firing Costs," The Review of Economics and Statistics, MIT Press, vol. 95(1), pages 286-301, March.
    58. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    59. Ferrando, Annalisa & Altomonte, Carlo & Blank, Sven & Meinen, Philipp & Iudice, Matteo & Felt, Marie-Hélène & Neugebauer, Katja & Siedschlag, Iulia, 2015. "Assessing the financial and financing conditions of firms in Europe: the financial module in CompNet," Working Paper Series 1836, European Central Bank.
    60. Dan Andrews & Chiara Criscuolo & Carlo Menon, 2014. "Do Resources Flow to Patenting Firms?: Cross-Country Evidence from Firm Level Data," OECD Economics Department Working Papers 1127, OECD Publishing.
    61. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    62. Olivier Jean Blanchard & Stanley Fischer (ed.), 1990. "NBER Macroeconomics Annual 1990," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262521555.
    63. Caballero, Ricardo J & Hammour, Mohamad L, 1994. "The Cleansing Effect of Recessions," American Economic Review, American Economic Association, vol. 84(5), pages 1350-1368, December.
    64. Quah, Danny, 1993. " Galton's Fallacy and Tests of the Convergence Hypothesis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 95(4), pages 427-443, December.
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    More about this item

    Keywords

    allocative efficiency; capital; Great Recession; labour; total factor productivity;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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