Abstract
This article investigates the effects of human capital and technological capital on innovation. While the role of technological capital as measured by research and development (R&D) expenditure has been intensively investigated, few studies have been made on the effect of employee training on innovation. This article explores the relationship between innovation and firm employee training. Our methodological approach contributes to the literature in three ways. We propose various indicators of firm employee training. We build a count data panel with a long time-data series to deal with the issue of firms’ heterogeneity. We propose a dynamic analysis. Using dynamic count data models on French industrial firms over the period 1986–1992, we find positive and significant effects of R&D intensity and training on patenting activity. Whatever the indicators of training our results show that the firm employee training has a positive impact on technological innovation.
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References
Aghion P, Howitt P (1998) Endogenous growth theory. MIT Press, Cambrige, MA
Ballot G, Fakhfakh F, Taymaz E (1998) Formation continue, recherche et développement et performance des entreprises. Form Empl 64: 43–58
Ballot G, Fakhfakh F, Taymaz E (2001) Firms’ human capital, R&D and performance: a study on french and swedish firms. Labour Econ 8(64): 443–462
Bartel AP (1994) Productivity gains from the implementation of employee training programs. Ind Relat 33(4): 411–425
Bartel AP (2004) Human resource management and organizational performance: evidence from retail banking. Ind Labor Relat Rev 57(2): 181–203
Becker G (1962) Investment in human capital: a theorical analysis. J Political Econ 70: 1–49
Benhabib J, Spiegel MM (1994) The role of human capital in economic developement: evidence from aggregate cross-country data. J Monet Econ 70: 143–173
Blundell R, Griffith R, Van Reenen J (1995) Dynamic count data models of technological innovation. Econ J 105(429): 333–344
Blundell R, Griffith R, Windmeijer F (2002) Individual effects and dynamics in count data models. J Econom 108(1): 113–131
Booth A, Snower D (1996) Acquiring skills, market failures, their symptoms and policy responses. Cambridge University Press, Cambridge
Carriou Y, Jeger F (1997) La formation continue dans les entreprises et son retour sur investissement. Econ Stat 303: 45–58
Chamberlain G (1992) Comment: sequential moment restrictions in panel data. J Bus Econ Stat 10: 20–26
Cincera M (1997) Patents, R&D and spillovers at the firm level: some evidence from econometric count models for panel data. J Appl Econ 12(3): 265–280
Cohen WM, Levinthal DA (1990) Absorptive capacity: a new perspective on learning and innovation. Adm Sci Q 35(1): 128–152
Cokburn IM, Henderson RM (1998) Absorptive capacity, coauthoring behavior, and the organization of research in drug discovery. J Ind Econ 46(2): 157–182
Crépon B, Duguet E (1997) Estimating the innovation function from patent numbers: Gmm on count panel data. J Appl Econom 12(3): 243–263
Crépon B, Duguet E, Kabla I (1996) Schumpeterian conjectures: a moderate support from various innovation measures. In: Kleinknecht AH (eds) Determinants of innovation: the message from new indicators. Mc Millan, London
Crépon B, Duguet E, Mairesse J (2000) Mesurer le rendement de l’innovation. Econ Stat 334(4): 65–78
Duguet E, Greenan N (1997) Le biais technologique: une analyse econometrique sur donnees individuelles. Rev Econ 48(5): 1061–1089
Duguet E, Kabla I (1998) Appropriation strategy and the use of the patent system: an econometric analysis at the firm level in french manufacturing. Ann d’Econ Stat 49(50): 290–327
Duguet E, Monjon S (2002) Les fondements microeconomiques de la persistance de l’innovation: une analyse econometrique. Rev Econ 53(3): 625–636
Englander AS, Evenson R, Hanazaki M (1988) R&D, innovation and the total factor productivity slowdown. OECD Econ Stud 11: 8–42
Griliches Z (1990) Patent statistics as economic indicators: a survey. J Econ Lit 28(1): 1661–1707
Gurmu S, Pérez-Sebastián F (2008) Patents, R&D and lag effects: evidence from flexible methods for count panel data on manufacturing firms. Empir Econ 35(3): 507–526
Hausman J, Hall B, Griliches Z (1984) Econometric models for count data with an application to the patents-R&D relationship. Econometrica 52(4): 909–938
Levin RC, Klevorick AK, Nelson RR, Winter SG (1987) Appropriate the returns from industrial R&D. Brook Pap Econ Act 3(3): 783–820
Lööf H, Heshmati A (2002) Knowledge capital and performance heterogeneity: a firm-level innovation study. Int J Prod Econ 70(3): 61–85
Mincer J (1993) Studies in human capital. Edward Elgar, Brookfield, VT
Mohnen P, Therrien P (2002) How innovative are canadian firms compared to some european firms? A comparative look at innovation surveys. Technovation 3: 231–254
Nelson RR, Phelps E (1966) Investment in humans, technological diffusion, and economic growth. Am Econ Rev 2(3): 69–75
Pakes A, Griliches Z (1984) Estimating distributed lags in short panels with an application to the specification of depreciation patterns and capital stock constructs. Technical Report 0933, National Bureau of Economic Research
Pfeiffer B (1997) Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, vol 30, chap Determinanten von Erwerbschancen und Arbeitslosigkeitsrisiko im ostdeutschen Transformationsprozeß
Rogers M (2004) Networks, firm size and innovation. Small Bus Econ 22(2): 141–153
Scherer FM (1965a) Firm size, market structure, opportunity, and the output of patented invention. Am Econ Rev 55(5): 1097–1125
Scherer FM (1965b) Size of firm, oligopoly and research: a comment. Can J Econ Political Sci 31(2): 255–266
Schumpeter JA (1942) Capitalism, socialism and democracy. Harper, New York
Vella F (1998) Estimating models with sample selection bias: a survey. J Hum Resour 33(1): 127–169
Wooldridge J (2002) Econometric analysis of cross section and panel data. MIT Press, Cambridge
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Gallié, EP., Legros, D. Firms’ human capital, R&D and innovation: a study on French firms. Empir Econ 43, 581–596 (2012). https://doi.org/10.1007/s00181-011-0506-8
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DOI: https://doi.org/10.1007/s00181-011-0506-8