How to Measure the Unobservable: A Panel Technique for the Analysis of TFP Convergence
Abstract
This paper proposes a fixed-effect panel methodology that enables us to simultaneously take into account both TFP convergence and the traditional neoclassical-type of convergence. We analyse a sample of Italian regions between 1963 and 1993 and find strong evidence that both mechanisms were at work during the process of aggregate regional convergence observed in Italy up to the mid-seventies. Finally, we find that our TFP estimates are highly positively correlated with standard human capital measures, where the latter is not statistically significant in growth regressions. This evidence confirms one of the hypotheses of the Nelson and Phelps approach, namely that human capital is the main determinant of technological catch-up. Our results are robust to the use of different estimation procedures such as simple LSDV, Kiviet-corrected LSDV, and GMM à la Arellano and Bond.Download Info
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Paper provided by Fondazione Eni Enrico Mattei in its series Working Papers with number 2005.16.
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Date of creation: Jan 2005
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Handle: RePEc:fem:femwpa:2005.16
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Keywords: TFP; Panel data; Regional convergence;Other versions of this item:
- Adriana Di Liberto & Francesco Pigliaru & Roberto Mura, 2008. "How to measure the unobservable: a panel technique for the analysis of TFP convergence," Oxford Economic Papers, Oxford University Press, vol. 60(2), pages 343-368, April.
- Adriana Di Liberto & Francesco Pigliaru & Roberto Mura, 2004. "How to measure the unobservable: a panel technique for the analysis of TFP convergence," Working Paper CRENoS 200405, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
- O47 - Economic Development, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Measurement of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
- O33 - Economic Development, Technological Change, and Growth - - Technological Change; Research and Development; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
- O18 - Economic Development, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
- C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Longitudinal Data; Spatial Time Series
This paper has been announced in the following NEP Reports:
- NEP-ALL-2005-04-24 (All new papers)
- NEP-EFF-2005-04-24 (Efficiency & Productivity)
- NEP-GEO-2005-04-24 (Economic Geography)
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