Abstract
The microeconomic empirical literature devoted to the link between innovation and employment tends to suggest that technological change has a positive effect on jobs, at least at the firm-level. The main purpose of this paper is to see whether this result still holds in a situation where intermediate technologies are implemented mainly through non R&D expenditures, as in Italian manufacturing. Applying GMM-SYS to an employment equation augmented for technology and using a unique longitudinal dataset of 575 Italian manufacturing firms over the period 1992–1997, this paper finds a significant – although small – positive relationship between innovation and employment.
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References
S. Ahn P. Schmidt (1995) ArticleTitleEfficient Estimation of Models for Dynamic Panel Data Journal of Econometrics 68 5–27
T. W. Anderson C. Hsiao (1981) ArticleTitleEstimation of Dynamic Models with Error Components Journal of the American Statistical Association 76 598–606
M. Arellano (1989) ArticleTitleA Note on the Anderson-Hsiao Estimator for Panel Data Economics Letters 31 337–341
M. Arellano S. Bond (1991) ArticleTitleSome Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations Review of Economic Studies 58 277–297
M. Arellano O. Bover (1995) ArticleTitleAnother Look at the Instrumental Variables Estimation of Error-components Models Journal of Econometrics 68 29–51
B. H. Baltagi (2001) Econometric Analysis of Panel Data EditionNumber2 Wiley Chichester
D. Blanchflower N. Millward A. Oswald (1991) ArticleTitleUnionisation and Employment Behavior Economic Journal 101 815–834
D. Blanchflower S. M. Burgess (1998) ArticleTitleNew Technology and Jobs: Comparative Evidence from a Two-country Study Economics of Innovation and New Technology 5 109–138
R. Blundell S. Bond (1998) ArticleTitleInitial Conditions and Moment Restrictions in Dynamic Panel Data Models Journal of Econometrics 87 115–143
Blundell, R., and Bond, S. (1999): “GMM Estimation with Persistent Panel Data: an Application to Production Functions.” Institute for Fiscal Studies, Working Paper 99/4, London.
Bond, S. (2002): “Dynamic Panel Data Models: A Guide to Micro Data Methods and Practice.” Cemmap, Working Paper 09/02, London.
E. Brouwer A. Kleinknecht J. O. N. Reijnen (1993) ArticleTitleEmployment Growth and Innovation at the Firm Level: An Empirical Study Journal of Evolutionary Economics 3 153–159
I. M. Dobbs M. B. Hill M. Waterson (1987) ArticleTitleIndustrial Structure and the Employment Consequences of Technical Change Oxford Economic Papers 39 552–567
M. Doms T. Dunne K. Trotske (1997) ArticleTitleWorkers, Wages, and Technology Quarterly Journal of Economics 112 253–289
Doornik J., Arellano M., and Bond S. (1999) Panel Data Estimation Using DPD for Ox; Oxford. (www.nuff.ox.ac.uk/users/doornik.)
H. Entorf W. Pohlmeier (1990) Employment, Innovation and Export Activities J. P. Florens (Eds) Microeconometrics: Surveys and Applications Basil Blackwell London
Eurostat (1999): “The Community Innovation Survey 1996 (CIS II).” Luxembourg.
C. Freeman J. Clark L. Soete (1982) Unemployment and Technical Innovation Pinter London
C. Freeman L. Soete (Eds) (1987) Technical Change and Full Employment Basil Blackwell Oxford
C. Freeman L. Soete (1994) Work for All or Mass Unemployment? Computerised Technical Change into the Twenty-first Century Pinter London
Greenan, N., and Guellec, D. (1996): “Technological Innovation and Employment Reallocation.” INSEE-DESE, Working Paper G9608, Paris.
Griliches, Z., and Mairesse, J. (1995): “Production Functions: the Search for Identification.” NBER Working Paper 5067, Cambridge Mass.
J. R. Hicks (1973) Capital and Time Oxford University Press Oxford
E. J. Hobsbawm (1968) Industry and Empire: An Economic History of Britain since 1750 Penguin Books Harmondsworth Middlesex
Hobsbawm E. J., and Rudé G (1969) Captain Swing, London.
Istat (1997) Statistiche sull'Innovazione Tecnologica 1994–1996 Istat Roma
Y. S. Katsoulacos (1986) The Employment Effect of Technical Change Wheatsheaf Brighton
T. J. Klette S. E. Førre (1998) ArticleTitleInnovation and Job Creation in a Small Open Economy: Evidence from Norwegian Manufacturing Plants 1982–92 Economics of Innovation and New Technology 5 247–272
Marshall, A. (1961): Principles of Economics. Cambridge: Macmillan (first edition: 1890) .
Marx, K. (1961): Capital. Moscow: Foreign Languages Publishing House, (first edition: 1867) .
J. P. Neary (1981) ArticleTitleOn the Short-run Effects of Technological Progress Oxford Economic Papers 32 224–233
Nickell, S., and Kong, P. (1989): “Technical Progress and Jobs.” Centre for Labour Economics, Discussion Paper No. 366. London: London School of Economics.
Parisi, M. L., Schiantarelli, F., and Sembenelli, A. (2002): “Productivity, Innovation Creation and Absorption, and R&D: Micro Evidence for Italy.” Boston College, Working Paper in Economics, No. 526.
Piva, M., and Vivarelli, M. (2003): “Innovation and Employment: Evidence from Italian Microdata.” IZA Discussion Paper No. 730, Bonn.
M. Piva M. Vivarelli (2004) ArticleTitleTechnological Change and Employment: Some Micro Evidence from Italy Applied Economics Letters 11 373–376
Ricardo, D. (1951): “Principles of Political Economy.” In: The Works and Correspondence of David Ricardo, edited by P. Sraffa. Cambridge: Cambridge University Press, vol. 1 (third ed. 1821)
P. Rouvinen (2002) ArticleTitleR&D-Productivity Dynamics: Causality, Lags, and “Dry-Holes” Journal of Applied Economics 5 123–156
Say, J. B. (1964): A Treatise on Political Economy or the Production, Distribution and Consumption of Wealth. New York: M. Kelley (first edition) 1803.
W. Smolny (1998) ArticleTitleInnovations, Prices and Employment: A Theoretical Model and an Empirical Application for West German Manufacturing Firms Journal of Industrial Economics 46 359–381
V. Spiezia M. Vivarelli (2002) Innovation and Employment: a Critical Survey N. Y. Greenan Y. L'Horty J. Mairesse (Eds) Productivity Inequality and the Digital Economy: a Transatlantic Perspective MIT-Press Cambridge, Mass 101–131
Steuart, J. (1966): An Inquiry into the Principles of Political Economy, Chicago: Oliver and Boyd, (first ed. 1767).
P. Stoneman (1983) The Economic Analysis of Technological Change Oxford University Press Oxford
J. Reenen ParticleVan (1997) ArticleTitleEmployment and Technological Innovation: Evidence from U.K. Manufacturing Firms Journal of Labor Economics 15 255–284
M. Vivarelli (1995) The Economics of Technology and Employment: Theory and Empirical Evidence Elgar Aldershot
M. Vivarelli R. Evangelista M. Pianta (1996) ArticleTitleInnovation and Employment: Evidence from Italian Manufacturing Research Policy 25 1013–1026
M. Vivarelli M. Pianta (2000) The Employment Impact of Innovation: Evidence and Policy Routledge London
H. White (1980) ArticleTitleA Heteroskedasticity-consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity Econometrica 48 817–838
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Piva, M., Vivarelli, M. Innovation and Employment: Evidence from Italian Microdata. J Econ 86, 65–83 (2005). https://doi.org/10.1007/s00712-005-0140-z
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DOI: https://doi.org/10.1007/s00712-005-0140-z