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Trends of labour productivity in Italy: a study with panel co‐integration methods

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  • Stefano Fachin
  • Andrea Gavosto

Abstract

Purpose - The main aim of this paper is to examine labour productivity trends in Italy over the period 1981‐2004. Design/methodology/approach - To this end, relying on recent developments in the analysis of non‐stationary dependent panels, the paper develops a new method for estimating total factor productivity (TFP) trends. Findings - The conclusions confirm the view that the recent decline in Italian labour productivity growth is mostly due to a widespread fall in TFP growth. Research limitations/implications - The main assumption underlying the proposed TFP estimation method is that technology growth is driven by a single trend common to all units included in the panel (industries, regions or countries). Originality/value - The paper provides two distinct contributions: empirically, it provides robust evidence that TFP slow‐down is the main cause of recent negative trends in labour productivity in Italy. Methodologically, the paper proposes an approach to estimating TFP that enjoys several advantages: only basic data for input and output flows are needed, the non‐stationary nature of the data is explicitly taken into account, and confidence intervals for TFP growth can be computed. This method can thus be easily applied to many routinely available datasets, to either corroborate existing growth accounting estimates or to obtain previously unavailable estimates.

Suggested Citation

  • Stefano Fachin & Andrea Gavosto, 2010. "Trends of labour productivity in Italy: a study with panel co‐integration methods," International Journal of Manpower, Emerald Group Publishing Limited, vol. 31(7), pages 755-769, October.
  • Handle: RePEc:eme:ijmpps:v:31:y:2010:i:7:p:755-769
    DOI: 10.1108/01437721011081581
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    References listed on IDEAS

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    1. R. Pala & E. Marrocu & R. Paci, 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.
    2. Giancarlo Bruno & Edoardo Otranto, 2003. "Dating the Italian Business Cycle: A Comparison of Procedures," Econometrics 0312003, University Library of Munich, Germany.
    3. Antonio Bassanetti & Massimiliano Iommi & Cecilia Jona-Lasinio & Francesco Zollino, 2004. "La crescita dell'economia italiana negli anni novanta tra ritardo tecnologico e rallentamento della produttivit�," Temi di discussione (Economic working papers) 539, Bank of Italy, Economic Research and International Relations Area.
    4. Psaradakis, Zacharias, 2001. "On bootstrap inference in cointegrating regressions," Economics Letters, Elsevier, vol. 72(1), pages 1-10, July.
    5. Kee Hiau Looi, 2004. "Estimating Productivity When Primal and Dual TFP Accounting Fail: An Illustration Using Singapore's Industries," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 4(1), pages 1-40, October.
    6. Edward J. Balistreri & Christine A. McDaniel & Eina Vivian Wong, 2003. "An Estimation of U.S. Industry-Level Capital-Labor Substitution," Computational Economics 0303001, University Library of Munich, Germany.
    7. Mary O'Mahony & Dr Michela Vecchi, 2003. "Is there an ICT impact on TFP? A heterogeneous dynamic panel approach," National Institute of Economic and Social Research (NIESR) Discussion Papers 219, National Institute of Economic and Social Research.
    8. Yan Shen & Cheng Hsiao & Hiroshi Fujiki, 2005. "Aggregate vs. disaggregate data analysis-a paradox in the estimation of a money demand function of Japan under the low interest rate policy," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(5), pages 579-601.
    9. Stefano Fachin, 2007. "Long-run trends in internal migrations in italy: a study in panel cointegration with dependent units," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 401-428.
    10. Filippo Altissimo & Domenico J. Marchetti & Gian Paolo Oneto, 2000. "The Italian Business Cycle: Coincident and Leading Indicators and Some Stylized Facts," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 59(2), pages 147-220, September.
    11. Kevin J. Stiroh, 2002. "Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say?," American Economic Review, American Economic Association, vol. 92(5), pages 1559-1576, December.
    12. Francesco Daveri & Cecilia Jona-Lasinio, 2005. "Italy's Decline: Getting the Facts Right," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 64(4), pages 365-410, December.
    13. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    14. Harrigan, James, 1999. "Estimation of cross-country differences in industry production functions," Journal of International Economics, Elsevier, vol. 47(2), pages 267-293, April.
    15. Christian Gengenbach & Franz C. Palm & Jean‐Pierre Urbain, 2006. "Cointegration Testing in Panels with Common Factors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(s1), pages 683-719, December.
    16. Moon, Hyungsik R., 1999. "A note on fully-modified estimation of seemingly unrelated regressions models with integrated regressors," Economics Letters, Elsevier, vol. 65(1), pages 25-31, October.
    17. Vincenzo Atella & Beniamino Quintieri, 2001. "Do R&D expenditures really matter for TFP?," Applied Economics, Taylor & Francis Journals, vol. 33(11), pages 1385-1389.
    18. Hall, Robert E, 1988. "The Relation between Price and Marginal Cost in U.S. Industry," Journal of Political Economy, University of Chicago Press, vol. 96(5), pages 921-947, October.
    19. Balistreri, Edward J. & McDaniel, Christine A. & Wong, Eina Vivian, 2003. "An estimation of US industry-level capital-labor substitution elasticities: support for Cobb-Douglas," The North American Journal of Economics and Finance, Elsevier, vol. 14(3), pages 343-356, December.
    20. James G. MacKinnon & Russell Davidson, 2000. "Improving The Reliability Of Bootstrap Tests," Working Paper 995, Economics Department, Queen's University.
    21. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
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    Cited by:

    1. Renzo Orsi & Francesco Turino, 2014. "The last fifteen years of stagnation in Italy: a business cycle accounting perspective," Empirical Economics, Springer, vol. 47(2), pages 469-494, September.
    2. B. Biagi & MG. Ladu, 2015. "Productivity and employment dynamics: new evidence from Italian regions," Working Paper CRENoS 201505, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
    3. Bianca Biagi & Maria Gabriela Ladu, 2018. "Productivity and employment dynamics: new evidence from Italian regions," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 313-336, August.
    4. Francesca Di Iorio & Stefano Fachin, 2014. "Dealing with unobservable common trends in small samples: a panel cointegration approach," DSS Empirical Economics and Econometrics Working Papers Series 2014/5, Centre for Empirical Economics and Econometrics, Department of Statistics, "Sapienza" University of Rome.

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    Keywords

    Productivity rate; Labour; Italy;
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