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Job Creation Effects of R&D Expenditures: Are High-tech Sectors the Key?

Author

Listed:
  • Francesco Bogliacino

    (European Commission - JRC)

  • Mariacristina Piva

    (Università Cattolica de Milano)

  • Marco Vivarelli

    (Università Cattolica de Milano)

Abstract

In this paper we assess the job creation effect of R&D expenditures, using a unique longitudinal database of 677 European companies over the period 1990-2008. We estimate a dynamic labour demand specification using a Least Squares Dummy Variable Corrected (LSDVC) technique. The labour-friendly nature of R&D emerges from the empirical analysis on the overall sample. However, this positive significant effect corresponds to the high-tech sector and services, while the effect is not significant for traditional manufacturing. The results support the policy agenda of promoting structural change in European economies.

Suggested Citation

  • Francesco Bogliacino & Mariacristina Piva & Marco Vivarelli, 2011. "Job Creation Effects of R&D Expenditures: Are High-tech Sectors the Key?," JRC Working Papers on Corporate R&D and Innovation 2011-10, Joint Research Centre.
    • Handle: RePEc:ipt:wpaper:201110
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    References listed on IDEAS

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    1. Charles Edquist & Leif Hommen & Maureen McKelvey, 2001. "Innovation and Employment," Books, Edward Elgar Publishing, number 2138.
    2. Vivarelli, Marco, 2007. "Innovation and Employment: A Survey," IZA Discussion Papers 2621, Institute of Labor Economics (IZA).
    3. Bun, Maurice J. G. & Kiviet, Jan F., 2003. "On the diminishing returns of higher-order terms in asymptotic expansions of bias," Economics Letters, Elsevier, vol. 79(2), pages 145-152, May.
    4. Piva, Mariacristina & Santarelli, Enrico & Vivarelli, Marco, 2005. "The skill bias effect of technological and organisational change: Evidence and policy implications," Research Policy, Elsevier, vol. 34(2), pages 141-157, March.
    5. Mark Doms & Timothy Dunne & Kenneth R. Troske, 1997. "Workers, Wages, and Technology," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 253-290.
    6. Arellano, Manuel, 1989. "A note on the Anderson-Hsiao estimator for panel data," Economics Letters, Elsevier, vol. 31(4), pages 337-341, December.
    7. Kiviet, Jan F., 1995. "On bias, inconsistency, and efficiency of various estimators in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 68(1), pages 53-78, July.
    8. Harrison, Rupert & Jaumandreu, Jordi & Mairesse, Jacques & Peters, Bettina, 2014. "Does innovation stimulate employment? A firm-level analysis using comparable micro-data from four European countries," International Journal of Industrial Organization, Elsevier, vol. 35(C), pages 29-43.
    9. Werner Smolny, 1998. "Innovations, Prices and Employment: A Theoretical Model and an Empirical Application for West German Manufacturing Firms," Journal of Industrial Economics, Wiley Blackwell, vol. 46(3), pages 359-381, September.
    10. Bogliacino, Francesco & Pianta, Mario, 2010. "Innovation and Employment: a Reinvestigation using Revised Pavitt classes," Research Policy, Elsevier, vol. 39(6), pages 799-809, July.
    11. Mariacristina Piva & Marco Vivarelli, 2005. "Innovation and Employment: Evidence from Italian Microdata," Journal of Economics, Springer, vol. 86(1), pages 65-83, October.
    12. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    13. Francesco Bogliacino & Marco Vivarelli, 2012. "The Job Creation Effect Of R&D Expenditures," Australian Economic Papers, Wiley Blackwell, vol. 51(2), pages 96-113, June.
    14. Keld Laursen & Nicolai J. Foss, 2003. "New human resource management practices, complementarities and the impact on innovation performance," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 27(2), pages 243-263, March.
    15. Blanchflower, D. & Millward, N. & Oswald, A., 1989. "Unionization And Employment Behaviour," Papers 339, London School of Economics - Centre for Labour Economics.
    16. Bruno, Giovanni S.F., 2005. "Approximating the bias of the LSDV estimator for dynamic unbalanced panel data models," Economics Letters, Elsevier, vol. 87(3), pages 361-366, June.
    17. David Blanchflower & Simon Burgess, 1998. "New Technology And Jobs: Comparative Evidence From A Two Country Study," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 5(2-4), pages 109-138.
    18. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    19. repec:bla:jindec:v:46:y:1998:i:3:p:359-81 is not listed on IDEAS
    20. Petit, Pascal, 1993. "Employment and technical change," CEPREMAP Working Papers (Couverture Orange) 9330, CEPREMAP.
    21. Raquel Ortega‐Argilés & Mariacristina Piva & Lesley Potters & Marco Vivarelli, 2010. "Is Corporate R&D Investment In High‐Tech Sectors More Effective?," Contemporary Economic Policy, Western Economic Association International, vol. 28(3), pages 353-365, July.
    22. Neary, J Peter, 1981. "On the Short-Run Effects of Technological Progress," Oxford Economic Papers, Oxford University Press, vol. 33(2), pages 224-233, July.
    23. Peters, Bettina, 2004. "Employment Effects of Different Innovation Activities: Microeconometric Evidence," ZEW Discussion Papers 04-73, ZEW - Leibniz Centre for European Economic Research.
    24. Francesco Bogliacino & Marco Vivarelli, 2012. "The Job Creation Effect Of R&D Expenditures," Australian Economic Papers, Wiley Blackwell, vol. 51(2), pages 96-113, June.
    25. Brouwer, Erik & Kleinknecht, Alfred & Reijnen, Jeroen O N, 1993. "Employment Growth and Innovation at the Firm Level," Journal of Evolutionary Economics, Springer, vol. 3(2), pages 153-159, May.
    26. Giovanni Dosi, 2000. "Sources, Procedures, and Microeconomic Effects of Innovation," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 2, pages 63-114, Edward Elgar Publishing.
    27. Giovanni S. F. Bruno, 2005. "Estimation and inference in dynamic unbalanced panel-data models with a small number of individuals," Stata Journal, StataCorp LP, vol. 5(4), pages 473-500, December.
    28. Andrea Conte, 2009. "Mapping innovative activity using microdata," Applied Economics Letters, Taylor & Francis Journals, vol. 16(18), pages 1795-1799.
    29. Marco Vivarelli, 1995. "The Economics of Technology and Employment," Books, Edward Elgar Publishing, number 458.
    30. Lachenmaier, Stefan & Rottmann, Horst, 2011. "Effects of innovation on employment: A dynamic panel analysis," International Journal of Industrial Organization, Elsevier, vol. 29(2), pages 210-220, March.
    31. repec:bla:scotjp:v:48:y:2001:i:3:p:260-82 is not listed on IDEAS
    32. Katsoulacos, Y., 1984. "Product innovation and employment," European Economic Review, Elsevier, vol. 26(1-2), pages 83-108.
    33. Ahn, Seung C. & Schmidt, Peter, 1995. "Efficient estimation of models for dynamic panel data," Journal of Econometrics, Elsevier, vol. 68(1), pages 5-27, July.
    34. Zimmermann, Klaus F, 1991. "The Employment Consequences of Technological Advance, Demand and Labor Costs in 16 German Industries," Empirical Economics, Springer, vol. 16(2), pages 253-266.
    35. Hall, P.H. & Heffernan, S.A., 1985. "More on the employment effects of innovation," Journal of Development Economics, Elsevier, vol. 17(1), pages 151-162.
    36. Hall, P. H. & Heffernan, S. A., 1985. "More on the employment effects of innovation," Journal of Development Economics, Elsevier, vol. 17(1-2), pages 151-162.
    37. Conte, Andrea & Vivarelli, Marco, 2005. "One or Many Knowledge Production Functions? Mapping Innovative Activity Using Microdata," IZA Discussion Papers 1878, Institute of Labor Economics (IZA).
    38. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    39. Nathalie Greenan & Dominique Guellec, 2000. "Technological Innovation and Employment Reallocation," LABOUR, CEIS, vol. 14(4), pages 547-590, December.
    40. Van Reenen, John, 1997. "Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 255-284, April.
    41. C. Greenhalgh & M. Longland & D. Bosworth, 2001. "Technological Activity and Employment in a Panel of UK Firms," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(3), pages 260-282, August.
    42. Dobbs, I M & Hill, M B & Waterson, M, 1987. "Industrial Structure and the Employment Consequences of Technical Change," Oxford Economic Papers, Oxford University Press, vol. 39(3), pages 552-567, September.
    43. Mariacristina Piva & Marco Vivarelli, 2004. "Technological change and employment: some micro evidence from Italy," Applied Economics Letters, Taylor & Francis Journals, vol. 11(6), pages 373-376.
    44. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
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    More about this item

    Keywords

    innovation; employment; manufacturing; services; LSDVC;
    All these keywords.

    JEL classification:

    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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