Fachin, Stefano and Gavosto, Andrea (2007): The decline in Italian productivity: a study in estimation of long-Run trends in Total Factor Productivity with panel cointegration methods.
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The aim of this paper is (i) to propose a method for obtaining estimates of long-run total factor productivity (TFP) trends free from the restrictive assumptions needed by traditional growth accounting, requiring only data on inputs and output flows, and able to deliver estimates of long-run TFP trends; (ii) to apply it to the Italian manufacturing industries over the period 1980-2001, so to shed some light on the severe productivity slowdown of the last decade. The approach proposed relies on recent developments in the analysis of non-stationary, cross-correlated panels. The empirical application, consistently with growth accounting, supports the view that the decline in Italian labour productivity has been mostly due to a widespread fall in TFP growth. A simple regression points as main causes to the completion of a factor reallocation process among industries and inadequate R&D investment.
|Item Type:||MPRA Paper|
|Institution:||Faculty of Statistics, University of Rome ”La Sapienza”|
|Original Title:||The decline in Italian productivity: a study in estimation of long-Run trends in Total Factor Productivity with panel cointegration methods|
|Keywords:||Labour Productvity; Productivity Slowdown; Italy; Panel Cointegration|
|Subjects:||C - Mathematical and Quantitative Methods > C2 - Single Equation Models; Single Variables > C23 - Models with Panel Data; Longitudinal Data; Spatial Time Series
D - Microeconomics > D2 - Production and Organizations > D24 - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
|Depositing User:||Stefano Fachin|
|Date Deposited:||08. May 2007|
|Last Modified:||14. Feb 2013 14:51|
Balistreri, E.J., McDaniel, C.A., Wong, E.V. (2003) ”An estimation of US industry-level capital-labor substitution elasticities: support for CobbDouglas” North American Journal of Economics and Finance, vol. 14, 343-356. Barba Navaretti, G., R. Faini and A. Tucci (2005) ”Competitivita' ed attivita' internazionali delle imprese Italiane” Bassanetti, A., M. Iommi, C. Jona-Lasinio and F. Zollino (2004) ”La crescita dell’economia italiana negli anni novanta tra ritardo tecnologico e rallentamento della produttivita'” Temi di discussione n. 539, Banca d’Italia. Brandolini, A., and P. Cipollone (2001) ”Multifactor Productivity and Labour Quality in Italy, 1981-2000” Banca d’Italia, Temi di discussione n. 422 Bruno, G. and E. Otranto (2003) ”Dating the Italian Business Cycle: A Comparison of Procedures” Working Paper, University of Sassari. Conference Board (2007) ”Global Productivity Trends” http://www.conferenceboard. org/economics/ Daveri, F. (2004) ”Why is there a productivity problem in Europe?” CEPS Working Documents n. 205. Daveri, F. and C. Jona-Lasinio (2005) ”Italys Decline: getting the facts right” IGIER Universit`a Bocconi, Working Paper n. 301. Denison, E.F. (1967) Why Growth Rates Differ: Postwar Experience in Nine Western Countries The Brookings Institution,Washington (USA). Duffy, J. and C. Papageorgiu (2000) ”A Cross-Country Empirical Investigation of the Aggregate Production Function Specification” Journal of Economic Growth, 5, 87-120. Fachin, S. (2007) ”Long-Run Trends in Internal Migrations in Italy: a Study in Panel Cointegration with Dependent Units” Journal of Applied Econometrics, 22, 401-428. Harrigan, J. (1999) ”Estimation of cross-country differences in industry production functions” Journal of International Economics, 47, 267-293. Im, K., M.H. Pesaran and Y. Shin (2003) ”Testing for Unit Roots in Heterogeneous Panels” Journal of Econometrics, 115, 53-74. Kee, H. L. (2004) ”Estimating Productivity When Primal and Dual TFP Accounting Fail: An Illustration Using Singapores Industries” Topics in Economic Analysis & Policy, vol. 4, article 26. Kmenta, J. (1967) ”On the Estimation of the C.E.S. Production Function” International Economic Review, 2, 180-89. Mahony, M. and M. Vecchi (2003) ”Is there an ICT impact on TFP? A heterogeneous dynamic panel approach” Working Paper, NIESR. Matthews, R.C.O., C.H. Feinstein and J. C. Odling-Smee (1982) British Economic Growth 1856-1973 Oxford University Press, Oxford (UK). Paparoditis, E. and D.N. Politis (2001) ”The Continuous-Path Block Bootstrap” In Asymptotics in Statistics and Probability. Papers in honor of George Roussas. Madan Puri (ed.). VSP Publications: Zeist (NL). Park, J. Y., Phillips, P.C.B. (1999) ”Asymptotics for Non-linear Transformations of Integrated series” Econometric Theory, 15, 269-298. Pedroni, P. (1997) ”Cross Sectional Dependence in Cointegration Tests of Purchasing Power Parity in Panels” Working Paper, Indiana University. Pesaran, M.H. (2006) ”A Simple Panel Unit Root Test in the Presence of Cross Section Dependence”. DAE Working Paper No. 0346, Cambridge University. Politis, D.N., Romano, J.P. (1994) The stationary bootstrap, Journal of the American Statistical Association, 89, 1303-1313. Silverman, B.W. (1986) Density Estimation for Statistics and Data Analysis, Chapman & Hall, London. Stiroh, K.J. (2002) ”Information Technology and the U.S. Productivity Revival: What Do the Industry Data Say?” The American Economic Review, 92, 1559-1576.
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The decline in Italian productivity: a study in estimation of long-Run trends in Total Factor Productivity with panel cointegration methods. (deposited 08. May 2007)
- The decline in Italian productivity: a study in estimation of Total Factor Productivity with panel cointegration methods. (deposited 16. Dec 2008 07:16)