Criscuolo, Chiara and Mariagrazia, Squicciarini and Olavi, Lehtoranta (2010): R&D, innovation and productivity, and the CIS: sampling, specification and comparability issues.
Preview |
PDF
MPRA_paper_39261.pdf Download (359kB) | Preview |
Abstract
We construct and estimate a modified version of the Crépon, Duguet and Mairesse (1998) model to investigate the links between R&D, innovation output and productivity. We propose a model specification that, among other features, aims to better capture the variance component of the cooperation and obstacles to innovation variables. Results based on Finnish CIS data support this alternative specification and highlight the role of process innovations. We also address comparability over time within the same country, by comparing Finnish CIS3 and CIS4 estimates. Despite CIS harmonisation, both sample selection issues and nuances in the specification of the variables prove to have a profound effect on the results, and question the validity of this currently popular comparison exercises.
Item Type: | MPRA Paper |
---|---|
Original Title: | R&D, innovation and productivity, and the CIS: sampling, specification and comparability issues |
Language: | English |
Keywords: | R&D, innovation, productivity, CIS, sample selection, comparability |
Subjects: | D - Microeconomics > D2 - Production and Organizations > D24 - Production ; Cost ; Capital ; Capital, Total Factor, and Multifactor Productivity ; Capacity O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O31 - Innovation and Invention: Processes and Incentives L - Industrial Organization > L2 - Firm Objectives, Organization, and Behavior > L29 - Other |
Item ID: | 39261 |
Depositing User: | Mariagrazia Squicciarini |
Date Deposited: | 06 Jun 2012 14:53 |
Last Modified: | 26 Sep 2019 08:47 |
References: | Cefis E., Is there Persistence in Innovative Activities?, International Journal of Industrial Organization 21 (4), 2003, pp. 489-515 Chakrabarti A. K., Innovation and Productivity: An Analysis of the Chemical, Textiles and Machine Tool Industries in the U.S., Research Policy, 19(3), 1990, pp. 257-269. Chudnovsky D., López A., Pupato G., Innovation and Productivity in Developing Countries: A Study of Argentine Manufacturing Firms' Behavior (1992-2001), Research Policy, Vol. 35(2), 2006, pp. 266-288 Cohen W. M., Klepper S., The Anatomy of Industry R&D Intensity Distributions, American Economic Review, Vol. 82(4), Sep., 1992, pp. 773-799 Cohen W. M., Levinthal D.A., Innovation and Learning: The Two Faces of R & D, Economic Journal, Vol. 99(397), Sep. 1989, pp. 569-596 Crépon B., Duguet E., Mairesse J., Research, Innovation and Productivity: an Econometric Analysis at the Firm Level, NBER Working Paper 6696, Aug. 1998 Dosi G., Sources, Procedures, and Microeconomic Effects of Innovation, Journal of Economic Literature, Vol. 26(3), Sep. 1988, pp. 1120-1171 Griffith R., Huergo E., Mairesse J., Peters B., Innovation and Productivity Across Four European Countries, Oxford Review of Economic Policy, Vol. 22(4), 2006, pp. 483-498 Griffith R., Redding S., Van Reenen J., Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries, Review of Economics and Statistics, Nov. 2004, No. 86(4), pp. 883-895 Griliches Z., Issues in Assessing the Contribution of Research and Development to Productivity Prowth, Bell Journal of Economics, Vol. 10(1), 1979, pp. 92-116. Griliches Z., The Search for R&D Spillovers, NBER Working Paper 3768, 1992 Griliches Z., R&D and Productivity. The Econometric Evidence, The University of Chicago Press, 1998 Hall B. H., Mairesse J., Exploring the Relationship between R&D and Productivity in French Manufacturing Firms, Journal of Econometrics, Vol. 65, 1995, pp. 263–293 Hatzichronoglou T., Revision of the HighTechnology Sector and Product Classification, OECD Science, Technology and Industry Working Papers, 1997/2, 1997, OECD Publishing, doi:10.1787/134337307632 Heckman J. J., Sample Selection Bias as a Specification Error, Econometrica, Vol. 47(1), Jan, 1979), pp. 153-161 Klette T.J., Kortum S., Innovating Firms and Aggregate Innovation, Journal of Political Economy, Vol. 112(5), 2004, pp. 986-1018 R&D, Innovation and Productivity, and the CIS Janz N., Lööf H., Peters B., Innovation and Productivity in German and Swedish Manufacturing Firms: Is there a Common Story?, Problems & Perspectives in Management, Vol. 2, 2004, pp. 184-204. Lööf H., Heshmati A., Knowledge Capital and Performance Heterogeneity: A Firm Level Innovation Study, International Journal of Production Economics, No. 76, 2002, pp. 61–85 Mairesse J., Sassenou M., R&D Productivity: A Survey of Econometric Studies at the Firm Level, NBER Working Paper No. W3666, Mar 1991 Mansfield E., Contribution of R&D to Economic Growth in the United States, Science, Vol. 175(4021), Feb. 1972, pp. 477–486 Odagiri H., Research Activity, Output Growth and Productivity Increase in Japanese Manufacturing Industries, Research Policy, Vol. 14(3), 1985, pp. 117-130. Odagiri H., Iwata H., The Impact of R&D on Productivity Increase in Japanese Manufacturing Companies, Research Policy, Vol. 15(1), 1986 OECD. Innovation in Firms. A Microeconomic Perspective, 2009, OECD, Paris. Pakes A., Griliches Z., 1984. Estimating Distributed Lags in Short Panels with an Application to the Specification of Depreciation Patterns and Capital Stock Constructs, Review of Economic Studies, Vol. 51(2), Apr. 1984, pp. 243-262 Parisi M. L., Schiantarelli F., Sembenelli A., Productivity, Innovation and R&D: Micro Evidence for Italy, European Economic Review, No. 50, 2006, pp. 2037–2061 Schumpeter J. A., Capitalism, Socialism, and Democracy, Harper, New York, 1942 von Hippel E., The Sources of Innovation, New York, Oxford University Press, 1988 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/39261 |