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Productivity changes in the automotive industry of three European countries. An application of the Malmquist index decomposition analysis

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  • Agostino, M.
  • Nifo, A.
  • Ruberto, S.
  • Scalera, D.
  • Trivieri, F.

Abstract

This paper analyzes the changes in productivity of small and large firms operating in the automotive industry in France, Italy and Spain, occurred during the pre-crisis (2001-2008) and post-crisis (2009-2014) periods. To this aim, the Malmquist index as a measure of total factor productivity (TFP) variation is computed, by using the non-parametric technique DEA, integrated by a bootstrap technique proposed by Simar and Wilson (1999). The analysis allows distinguishing among different possible sources of TFP changes, i.e. pure technical efficiency change, scale efficiency change and technological change. The latter comes up to be the main channel through which the global crisis negatively impacted on productivity, presumably by hampering the primary engines of technological change, i.e. research, innovation and investment through reduced availability of financial resources for SMEs, worsened perspectives for firm growth and greater concentration in selected geographical areas of investments by parent companies.

Suggested Citation

  • Agostino, M. & Nifo, A. & Ruberto, S. & Scalera, D. & Trivieri, F., 2022. "Productivity changes in the automotive industry of three European countries. An application of the Malmquist index decomposition analysis," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 216-226.
    • Handle: RePEc:eee:streco:v:61:y:2022:i:c:p:216-226
    DOI: 10.1016/j.strueco.2022.02.017
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    1. Carlo Milana & Leopoldo Nascia & Alessandro Zeli, 2013. "Decomposing multifactor productivity in Italy from 1998 to 2004: evidence from large firms and SMEs using DEA," Journal of Productivity Analysis, Springer, vol. 40(1), pages 99-109, August.
    2. Levine, Oliver & Warusawitharana, Missaka, 2021. "Finance and productivity growth: Firm-level evidence," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 91-107.
    3. Jayanath Ananda & Nicholas Pawsey, 2019. "Benchmarking service quality in the urban water industry," Journal of Productivity Analysis, Springer, vol. 51(1), pages 55-72, February.
    4. Giovanni Dosi & Marco Grazzi & Chiara Tomasi & Alessandro Zeli, 2012. "Turbulence underneath the big calm? The micro-evidence behind Italian productivity dynamics," Small Business Economics, Springer, vol. 39(4), pages 1043-1067, November.
    5. Chih-Hai Yang & Ku-Hsieh Chen, 2009. "Are small firms less efficient?," Small Business Economics, Springer, vol. 32(4), pages 375-395, April.
    6. Christian Abele & Agnès Bénassy-Quéré & Lionel Fontagné, 2020. "One Size Does Not Fit All: TFP in the Aftermath of Financial Crises in Three European Countries," PSE Working Papers halshs-02883685, HAL.
    7. Claudia Curi & Ana Lozano-Vivas, 2015. "Financial center productivity and innovation prior to and during the financial crisis," Journal of Productivity Analysis, Springer, vol. 43(3), pages 351-365, June.
    8. Annamaria Simonazzi & Jorge Carreto Sanginés & Margherita Russo, 2020. "The Future of the Automotive Industry: Dangerous Challenges or New Life for a Saturated Market," Working Papers Series inetwp141, Institute for New Economic Thinking.
    9. Romain Duval & Gee Hee Hong & Yannick Timmer & Philip Strahan, 2020. "Financial Frictions and the Great Productivity Slowdown," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 475-503.
    10. Truett, Lila J. & Truett, Dale B., 2017. "The German motor vehicle industry: Costs and crisis," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 49-55.
    11. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    12. Alfonso Mendoza-Velázquez & Francisco Benita, 2019. "Efficiency, Productivity, and Congestion Performance: Analysis of the Automotive Cluster in Mexico," Journal of Industry, Competition and Trade, Springer, vol. 19(4), pages 661-678, December.
    13. David Haugh & Annabelle Mourougane & Olivier Chatal, 2010. "The Automobile Industry in and Beyond the Crisis," OECD Economics Department Working Papers 745, OECD Publishing.
    14. Furceri, Davide & Kilic Celik, Sinem & Jalles, João Tovar & Koloskova, Ksenia, 2021. "Recessions and total factor productivity: Evidence from sectoral data," Economic Modelling, Elsevier, vol. 94(C), pages 130-138.
    15. Nicholas Oulton, 2018. "Productivity and the Great Recession," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 53(2), pages 63-68, March.
    16. Simar, Leopold & Wilson, Paul W., 1999. "Estimating and bootstrapping Malmquist indices," European Journal of Operational Research, Elsevier, vol. 115(3), pages 459-471, June.
    17. Grodzicki, Maciej J. & Skrzypek, Jurand, 2020. "Cost-competitiveness and structural change in value chains – vertically-integrated analysis of the European automotive sector," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 276-287.
    18. Marcella Nicolini & Carlo Scarpa & Paola Valbonesi, 2013. "Aiding Car Producers in the EU: Money in Search of a Strategy," Journal of Industry, Competition and Trade, Springer, vol. 13(1), pages 67-87, March.
    19. George Alessandria & Joseph P. Kaboski & Virgiliu Midrigan, 2011. "US Trade and Inventory Dynamics," American Economic Review, American Economic Association, vol. 101(3), pages 303-307, May.
    20. Simar, Leopold & Wilson, Paul W., 2002. "Non-parametric tests of returns to scale," European Journal of Operational Research, Elsevier, vol. 139(1), pages 115-132, May.
    21. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    22. Sturgeon, Timothy J. & Van Biesebroeck, Johannes, 2010. "Effects of the crisis on the automotive industry in developing countries : a global value chain perspective," Policy Research Working Paper Series 5330, The World Bank.
    23. Chiacchio, Francesco & Gradeva, Katerina & Lopez-Garcia, Paloma, 2018. "The post-crisis TFP growth slowdown in CEE countries: exploring the role of Global Value Chains," Working Paper Series 2143, European Central Bank.
    24. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, June.
    25. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    26. Flegg, A.T. & Allen, D.O., 2009. "Congestion in the Chinese automobile and textile industries revisited," Socio-Economic Planning Sciences, Elsevier, vol. 43(3), pages 177-191, September.
    27. Matteo Ferrazzi, 2012. "The Automotive Industry After the Crisis: Where Does Europe Stand?," Palgrave Macmillan Books, in: Luciano Ciravegna (ed.), Sustaining Industrial Competitiveness after the Crisis, chapter 1, pages 18-34, Palgrave Macmillan.
    28. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2013. "Dynamics of productivity in higher education: cross-european evidence based on bootstrapped Malmquist indices," Journal of Productivity Analysis, Springer, vol. 40(1), pages 67-82, August.
    29. Wilson, Paul W., 2008. "FEAR: A software package for frontier efficiency analysis with R," Socio-Economic Planning Sciences, Elsevier, vol. 42(4), pages 247-254, December.
    30. Gitto, Simone & Mancuso, Paolo, 2012. "Bootstrapping the Malmquist indexes for Italian airports," International Journal of Production Economics, Elsevier, vol. 135(1), pages 403-411.
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    1. Halkos, George E. & Aslanidis, Panagiotis Stavros C., 2023. "New circular economy perspectives on measuring sustainable waste management productivity," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 764-779.

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    More about this item

    Keywords

    Automotive Industry; Productivity; Bootstrapped Malmquist Index; Data Envelopment Analysis; JEL: C61; D24; L6; L62;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • L6 - Industrial Organization - - Industry Studies: Manufacturing
    • L62 - Industrial Organization - - Industry Studies: Manufacturing - - - Automobiles; Other Transportation Equipment; Related Parts and Equipment

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