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Employment Effects of Technological and Organizational Innovations: Evidence Based on Linked Firm-Level Data for Austria

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  • Falk Martin

    (Österreichisches Institut für Wirtschaftsforschung WIFO (Austrian Institute of Economic Research), Arsenal Objekt 20, 1030 Wien, Austria)

Abstract

This paper investigates the impact of technological and organizational innovations on subsequent employment growth using a standard labour demand model. The main novelty of the paper is the use of a unique dataset, which merges the Community Innovation Survey (CIS) 2006 for Austria with structural business statistics from 2006-2008, resulting in 3,070 firm observations. For manufacturing firms, quantile regressions show that product innovations lagged two-years have a significantly positive but decreasing impact on employment growth over the conditional distribution given the impact of output and wage growth. For service firms, the positive employment effect of product innovations can only be observed for firms with high conditional employment growth rates. Results are robust with respect to the measurement of product innovations (e.g. market novelties or new to firm products). Process innovations exhibit a negative impact at the higher quantiles indicating that process innovations lead to an increase in labour productivity at the expense of employment. Furthermore organizational and marketing innovations do not have a significant impact on subsequent employment growth across the different quantiles.

Suggested Citation

  • Falk Martin, 2015. "Employment Effects of Technological and Organizational Innovations: Evidence Based on Linked Firm-Level Data for Austria," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 235(3), pages 268-285, June.
  • Handle: RePEc:jns:jbstat:v:235:y:2015:i:3:p:268-285
    DOI: 10.1515/jbnst-2015-0303
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    References listed on IDEAS

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    1. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    2. 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.
    3. 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.
    4. 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.
    5. Rinaldo Evangelista & Antonio Vezzani, 2012. "The impact of technological and organizational innovations on employment in European firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(4), pages 871-899, August.
    6. Daniel S. Hamermesh, 2007. "Viewpoint: Replication in economics," Canadian Journal of Economics, Canadian Economics Association, vol. 40(3), pages 715-733, August.
    7. Caroli, Eve & Greenan, Nathalie & Guellec, Dominique, 2001. "Organizational Change and Skill Accumulation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 10(2), pages 481-506, June.
    8. Timothy F. Bresnahan & Erik Brynjolfsson & Lorin M. Hitt, 2002. "Information Technology, Workplace Organization, and the Demand for Skilled Labor: Firm-Level Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(1), pages 339-376.
    9. Charles Edquist & Leif Hommen & Maureen McKelvey, 2001. "Innovation and Employment," Books, Edward Elgar Publishing, number 2138.
    10. Mata, José & Woerter, Martin, 2013. "Risky innovation: The impact of internal and external R&D strategies upon the distribution of returns," Research Policy, Elsevier, vol. 42(2), pages 495-501.
    11. repec:jns:jbstat:v:227:y:2007:i:3:p:254-272 is not listed on IDEAS
    12. Smolny, Werner, 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.
    13. Peters, Bettina, 2004. "Employment Effects of Different Innovation Activities: Microeconometric Evidence," ZEW Discussion Papers 04-73, ZEW - Leibniz Centre for European Economic Research.
    14. repec:dau:papers:123456789/10093 is not listed on IDEAS
    15. Dachs, Bernhard & Peters, Bettina, 2014. "Innovation, employment growth, and foreign ownership of firms," Research Policy, Elsevier, vol. 43(1), pages 214-232.
    16. Giulio Cainelli & Rinaldo Evangelista & Maria Savona, 2006. "Innovation and economic performance in services: a firm-level analysis," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 30(3), pages 435-458, May.
    17. Hamermesh, Daniel S., 2007. "Replication in Economics," IZA Discussion Papers 2760, Institute of Labor Economics (IZA).
    18. David Giuliodori & Rodolfo Stucchi, 2012. "Innovation and job creation in a dual labor market: evidence from Spain," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(8), pages 801-813, November.
    19. repec:dau:papers:123456789/10092 is not listed on IDEAS
    20. Lachenmaier Stefan & Rottmann Horst, 2007. "Employment Effects of Innovation at the Firm Level," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 227(3), pages 254-272, June.
    21. Yongmin Chen, 2006. "Marketing Innovation," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 15(1), pages 101-123, March.
    22. Nathalie Greenan, 2003. "Organisational change, technology, employment and skills: an empirical study of French manufacturing," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 27(2), pages 287-316, March.
    23. Alex Coad & Rekha Rao, 2011. "The firm-level employment effects of innovations in high-tech US manufacturing industries," Journal of Evolutionary Economics, Springer, vol. 21(2), pages 255-283, May.
    24. Bloom, Nicholas & Van Reenen, John, 2011. "Human Resource Management and Productivity," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 19, pages 1697-1767, Elsevier.
    25. 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.
    26. Evangelista, Rinaldo & Vezzani, Antonio, 2010. "The economic impact of technological and organizational innovations. A firm-level analysis," Research Policy, Elsevier, vol. 39(10), pages 1253-1263, December.
    27. Orietta Marsili & Ammon Salter, 2005. "'Inequality' of innovation: skewed distributions and the returns to innovation in Dutch manufacturing," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(1-2), pages 83-102.
    28. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    29. Giulio Cainelli & Rinaldo Evangelista & Maria Savona, 2004. "The impact of innovation on economic performance in services ?," Post-Print hal-00278629, HAL.
    30. Marion Frenz & Ray Lambert, 2012. "Mixed Modes of Innovation: An Empiric Approach to Capturing Firms' Innovation Behaviour," OECD Science, Technology and Industry Working Papers 2012/6, OECD Publishing.
    31. Martin Falk, 2014. "The impact of new goods and service products on firm growth: evidence from Austrian-linked firm-level data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(4), pages 378-397, June.
    32. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    33. Ichniowski, Casey & Shaw, Kathryn & Prennushi, Giovanna, 1997. "The Effects of Human Resource Management Practices on Productivity: A Study of Steel Finishing Lines," American Economic Review, American Economic Association, vol. 87(3), pages 291-313, June.
    34. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    35. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    36. Giulio Cainelli & Rinaldo Evangelista & Maria Savona, 2004. "The impact of innovation on economic performance in services," The Service Industries Journal, Taylor & Francis Journals, vol. 24(1), pages 116-130, January.
    37. Martin Falk, 2012. "Quantile estimates of the impact of R&D intensity on firm performance," Small Business Economics, Springer, vol. 39(1), pages 19-37, July.
    38. Rinaldo Evangelista & Maria Savona, 2002. "The Impact of Innovation on Employment in Services: Evidence from Italy," International Review of Applied Economics, Taylor & Francis Journals, vol. 16(3), pages 309-318.
    39. Evangelista, Rinaldo & Savona, Maria, 2003. "Innovation, employment and skills in services. Firm and sectoral evidence," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 449-474, December.
    40. Zimmermann Volker, 2009. "The Impact of Innovation on Employment in Small and Medium Enterprises with Different Growth Rates," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 229(2-3), pages 313-326, April.
    41. Hooley, Graham J. & Greenley, Gordon E. & Cadogan, John W. & Fahy, John, 2005. "The performance impact of marketing resources," Journal of Business Research, Elsevier, vol. 58(1), pages 18-27, January.
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    1. Kerstin Hotte & Melline Somers & Angelos Theodorakopoulos, 2022. "Technology and jobs: A systematic literature review," Papers 2204.01296, arXiv.org.

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