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ICT, Innovation and Productivity: Evidence Based on Eastern European Manufacturing Companies

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  • Aleksandra Skorupinska

    (Open University of Catalonia (UOC))

  • Joan Torrent-Sellens

    (Open University of Catalonia (UOC))

Abstract

The main motivation behind this study is to evaluate the relationships among ICT, management practices, innovation and human capital in a sample of manufacturing enterprises in Eastern European countries. Using data from the Management, Organisation and Innovation Survey 2009 for a representative sample of 444 companies in Bulgaria, Poland, Romania, Serbia and Ukraine and using structural equation modelling and ordinary least squares, we examined direct and indirect determinants of labour productivity. The principal finding that emerged from the study is that wage was the main direct determinant of labour productivity. Moreover, the relationship between ICT and its complementarities and productivity has been established indirectly, mainly by enterprise workers’ use of the ICT. The results of the investigation bridge the gap in insufficient academic research about Eastern European countries, extend existing research on the company-level labour productivity determinants and enable comparison of the results at the international level.

Suggested Citation

  • Aleksandra Skorupinska & Joan Torrent-Sellens, 2017. "ICT, Innovation and Productivity: Evidence Based on Eastern European Manufacturing Companies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(2), pages 768-788, June.
    • Handle: RePEc:spr:jknowl:v:8:y:2017:i:2:d:10.1007_s13132-016-0441-1
    DOI: 10.1007/s13132-016-0441-1
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    1. Sandra E. Black & Lisa M. Lynch, 2004. "What's driving the new economy?: the benefits of workplace innovation," Economic Journal, Royal Economic Society, vol. 114(493), pages 97-116, February.
    2. Bart van Ark & Marcin Piatkowski, 2004. "Productivity, innovation and ICT in Old and New Europe," International Economics and Economic Policy, Springer, vol. 1(2), pages 215-246, January.
    3. Lindbeck, Assar & Snower, Dennis J, 2000. "Multitask Learning and the Reorganization of Work: From Tayloristic to Holistic Organization," Journal of Labor Economics, University of Chicago Press, vol. 18(3), pages 353-376, July.
    4. Francesco Venturini & Ana Rincon-Aznar & Dr Michela Vecchi, 2013. "ICT as a general purpose technology: spillovers, absorptive capacity and productivity performance," National Institute of Economic and Social Research (NIESR) Discussion Papers 416, National Institute of Economic and Social Research.
    5. Giulia Faggio & Kjell G. Salvanes & John Van Reenen, 2010. "The evolution of inequality in productivity and wages: panel data evidence," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(6), pages 1919-1951, December.
    6. Benoît Mahy & François Rycx & Mélanie Volral, 2011. "Wage Dispersion and Firm Productivity in Different Working Environments," British Journal of Industrial Relations, London School of Economics, vol. 49(3), pages 460-485, September.
    7. Thomas Hempell & Thomas Zwick, 2008. "New Technology, Work Organisation, And Innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(4), pages 331-354.
    8. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    9. Jan Winiecki, 2004. "Determinants of catching up or falling behind: interaction of formal and informal institutions," Post-Communist Economies, Taylor & Francis Journals, vol. 16(2), pages 137-152.
    10. Francesco Venturini & Ana Rincon-Aznar & Dr Michela Vecchi, 2013. "ICT as a general purpose technology: spillovers, absorptive capacity and productivity performance," National Institute of Economic and Social Research (NIESR) Discussion Papers 416, National Institute of Economic and Social Research.
    11. Thierry Lallemand & Robert Plasman & François Rycx, 2009. "Wage Structure and Firm Productivity in Belgium," NBER Chapters, in: The Structure of Wages: An International Comparison, pages 179-215, National Bureau of Economic Research, Inc.
    12. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    13. Bronwyn Hall & Francesca Lotti & Jacques Mairesse, 2009. "Innovation and productivity in SMEs: empirical evidence for Italy," Small Business Economics, Springer, vol. 33(1), pages 13-33, June.
    14. Timmer,Marcel P. & Inklaar,Robert & O'Mahony,Mary & Ark,Bart van, 2013. "Economic Growth in Europe," Cambridge Books, Cambridge University Press, number 9781107412446.
    15. Jaewon Jung & Jean Mercenier, 2014. "Routinization-Biased Technical Change And Globalization: Understanding Labor Market Polarization," Economic Inquiry, Western Economic Association International, vol. 52(4), pages 1446-1465, October.
    16. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    17. repec:bla:germec:v:8:y:2007:i::p:125-145 is not listed on IDEAS
    18. 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.
    19. Bronwyn H. Hall & Francesca Lotti & Jacques Mairesse, 2013. "Evidence on the impact of R&D and ICT investments on innovation and productivity in Italian firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(3), pages 300-328, April.
    20. Arthur Grimes & Cleo Ren & Philip Stevens, 2012. "The need for speed: impacts of internet connectivity on firm productivity," Journal of Productivity Analysis, Springer, vol. 37(2), pages 187-201, April.
    21. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    22. repec:dgr:rugggd:200469 is not listed on IDEAS
    23. 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.
    24. Nicholas Bloom & Helena Schweiger & John Van Reenen, 2012. "The land that lean manufacturing forgot?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 20(4), pages 593-635, October.
    25. Thomas Hempell, 2005. "Does experience matter? innovations and the productivity of information and communication technologies in German services," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(4), pages 277-303.
    26. Edward P. Lazear & Kathryn L. Shaw, 2009. "The Structure of Wages: An International Comparison," NBER Books, National Bureau of Economic Research, Inc, number laze08-1.
    27. Metka Stare & Andreja Jaklič & Patricia Kotnik, 2006. "Exploiting ICT potential in service firms in transition economies," The Service Industries Journal, Taylor & Francis Journals, vol. 26(3), pages 287-302, April.
    28. Dale W. Jorgenson & Khuong Vu, 2007. "Information Technology and the World Growth Resurgence," German Economic Review, Verein für Socialpolitik, vol. 8(2), pages 125-145, May.
    29. Ceccobelli, M. & Gitto, S. & Mancuso, P., 2012. "ICT capital and labour productivity growth: A non-parametric analysis of 14 OECD countries," Telecommunications Policy, Elsevier, vol. 36(4), pages 282-292.
    30. Lazear, Edward P. & Shaw, Kathryn L. (ed.), 2009. "The Structure of Wages," National Bureau of Economic Research Books, University of Chicago Press, edition 2, number 9780226470504, September.
    31. Helena Schweiger & Guido Friebel, 2013. "Management Quality, Ownership, Firm Performance and Market Pressure in Russia," Open Economies Review, Springer, vol. 24(4), pages 763-788, September.
    32. Guido Matias Cortes, 2016. "Where Have the Middle-Wage Workers Gone? A Study of Polarization Using Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 34(1), pages 63-105.
    33. repec:dau:papers:123456789/10093 is not listed on IDEAS
    34. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    35. François Rycx & E. Lazear & K. Shaw, 2009. "The Structure of Wages :an International Comparison: Wage Structure and Firm Productivity in Belgium," ULB Institutional Repository 2013/245633, ULB -- Universite Libre de Bruxelles.
    36. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    37. Arvanitis, Spyros & Loukis, Euripidis N., 2009. "Information and communication technologies, human capital, workplace organization and labour productivity: A comparative study based on firm-level data for Greece and Switzerland," Information Economics and Policy, Elsevier, vol. 21(1), pages 43-61, February.
    38. Spyros Arvanitis, 2005. "Computerization, workplace organization, skilled labour and firm productivity: Evidence for the Swiss business sector," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(4), pages 225-249.
    39. Shapiro, Carl & Stiglitz, Joseph E, 1984. "Equilibrium Unemployment as a Worker Discipline Device," American Economic Review, American Economic Association, vol. 74(3), pages 433-444, June.
    40. Dale W. Jorgenson & Mun S. Ho & Jon D. Samuels, 2012. "Information Technology and US Productivity Growth: Evidence from a Prototype Industry Production Account," Chapters, in: Matilde Mas & Robert Stehrer (ed.), Industrial Productivity in Europe, chapter 2, Edward Elgar Publishing.
    41. World Bank, 2009. "World Development Indicators 2009," World Bank Publications - Books, The World Bank Group, number 4367.
    42. Venturini, Francesco, 2015. "The modern drivers of productivity," Research Policy, Elsevier, vol. 44(2), pages 357-369.
    43. World Bank, 2013. "World Development Indicators 2013," World Bank Publications - Books, The World Bank Group, number 13191.
    44. Narcyz Roztocki & H. Roland Weistroffer, 2008. "Information Technology in Transition Economies," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 11(4), pages 1-8, October.
    Full references (including those not matched with items on IDEAS)

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