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Do Technological Innovations Affect Unemployment? Some Empirical Evidence from European Countries

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  • Kristina Matuzeviciute

    (Department of Economics, Šiauliai University, Šiauliai LT-77156, Lithuania)

  • Mindaugas Butkus

    (Department of Economics, Šiauliai University, Šiauliai LT-77156, Lithuania)

  • Akvile Karaliute

    (Department of Economics, Vytautas Magnus University, Kaunas LT-44246, Lithuania)

Abstract

This paper analyses theoretical and empirical scientific literature about the impact of technological innovations on unemployment, considering the former as a key driver of long-term productivity and economic growth. Using panel data from 25 European countries for the period of 2000–2012, we aim to examine whether technological innovations affect unemployment. We used triadic patent families per million inhabitants as our main proxy for technological innovations, as well as other unemployment controls, in our model, which were estimated using System Generalized Method of Moments (SGMM). Finding no significant relationship between technological innovations and unemployment in our base estimation, we re-estimated it testing the impact with a time lag as well as using alternative proxies for technological innovations. Overall, the research estimations do not suggest that technological innovations have an effect on unemployment.

Suggested Citation

  • Kristina Matuzeviciute & Mindaugas Butkus & Akvile Karaliute, 2017. "Do Technological Innovations Affect Unemployment? Some Empirical Evidence from European Countries," Economies, MDPI, vol. 5(4), pages 1-19, December.
  • Handle: RePEc:gam:jecomi:v:5:y:2017:i:4:p:48-:d:121952
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    as
    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. 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.
    3. Soskice, David, 1990. "Wage Determination: The Changing Role of Institutions in Advanced Industrialized Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 6(4), pages 36-61, Winter.
    4. Luca Pieroni & Fabrizio Pompei, 2008. "Evaluating innovation and labour market relationships: the case of Italy," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 32(2), pages 325-347, March.
    5. Graziella Bonanno, 2016. "ICT and R&D as inputs or efficiency determinants? Analysing Italian manufacturing firms (2007–2009)," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 383-404, December.
    6. Nathalie Greenan & Jacques Mairesse & Agnès Topiol-Bensaid, 2000. "Information Technology and Research and Development Impacts on Productivity and Skills : Looking for Correlations on French Firm Panel Data," Working Papers 2000-50, Center for Research in Economics and Statistics.
    7. Malley Jim & Molana Hassan, 2007. "The Relationship between Output and Unemployment with Efficiency Wages," German Economic Review, De Gruyter, vol. 8(4), pages 561-577, December.
    8. Catherine J. Morrison Paul & Donald S. Siegel, 2001. "The Impacts of Technology, Trade and Outsourcing on Employment and Labor Composition," Scandinavian Journal of Economics, Wiley Blackwell, vol. 103(2), pages 241-264, June.
    9. 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.
    10. Stephen Nickell, 1997. "Unemployment and Labor Market Rigidities: Europe versus North America," Journal of Economic Perspectives, American Economic Association, vol. 11(3), pages 55-74, Summer.
    11. Greenhalgh, C & Longland, M & Bosworth, D, 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.
    12. Cazes, Sandrine. & Khatiwada, Sameer. & Malo, Miguel Ángel., 2012. "Employment protection and collective bargaining : beyond the deregulation agenda," ILO Working Papers 994719703402676, International Labour Organization.
    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. Gilles Saint-Paul, 2004. "Why are European Countries Diverging in their Unemployment Experience?," Journal of Economic Perspectives, American Economic Association, vol. 18(4), pages 49-68, Fall.
    15. Getinet Haile & Ilina Srour & Marco Vivarelli, 2017. "Imported technology and manufacturing employment in Ethiopia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(1), pages 1-23, April.
    16. Dachs, Bernhard & Peters, Bettina, 2014. "Innovation, employment growth, and foreign ownership of firms," Research Policy, Elsevier, vol. 43(1), pages 214-232.
    17. Robert E. Lipsey & Fredrik Sjöholm & Jing Sun, 2010. "Foreign Ownership and Employment Growth in Indonesian Manufacturing," NBER Working Papers 15936, National Bureau of Economic Research, Inc.
    18. Hoover,Kevin D., 2015. "Applied Intermediate Macroeconomics," Cambridge Books, Cambridge University Press, number 9781107436824.
    19. Baccaro, Lucio & Rei, Diego, 2007. "Institutional Determinants of Unemployment in OECD Countries: Does the Deregulatory View Hold Water?," International Organization, Cambridge University Press, vol. 61(3), pages 527-569, July.
    20. 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.
    21. 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.
    22. Elena Meschi & Erol Taymaz & Marco Vivarelli, 2016. "Globalization, technological change and labor demand: a firm-level analysis for Turkey," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 655-680, November.
    23. 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.
    24. William Hauk & Romain Wacziarg, 2009. "A Monte Carlo study of growth regressions," Journal of Economic Growth, Springer, vol. 14(2), pages 103-147, June.
    25. Surendra Gera & Wulong Gu & Zhengxi Lin, 2001. "Technology and the demand for skills in Canada: an industry-level analysis," Canadian Journal of Economics, Canadian Economics Association, vol. 34(1), pages 132-148, February.
    26. Henzel, Steffen & Wollmershäuser, Timo, 2008. "The New Keynesian Phillips curve and the role of expectations: Evidence from the CESifo World Economic Survey," Economic Modelling, Elsevier, vol. 25(5), pages 811-832, September.
    27. Meschi, Elena & Taymaz, Erol & Vivarelli, Marco, 2011. "Trade, technology and skills: Evidence from Turkish microdata," Labour Economics, Elsevier, vol. 18(S1), pages 60-70.
    28. Marco Vivarelli, 2015. "Innovation and employment," IZA World of Labor, Institute of Labor Economics (IZA), pages 154-154, May.
    29. A. W. Phillips, 1958. "The Relation Between Unemployment and the Rate of Change of Money Wage Rates in the United Kingdom, 1861–1957," Economica, London School of Economics and Political Science, vol. 25(100), pages 283-299, November.
    30. Bogliacino, Francesco & Piva, Mariacristina & Vivarelli, Marco, 2012. "R&D and employment: An application of the LSDVC estimator using European microdata," Economics Letters, Elsevier, vol. 116(1), pages 56-59.
    31. Bogliacino, Francesco & Pianta, Mario, 2010. "Innovation and Employment: a Reinvestigation using Revised Pavitt classes," Research Policy, Elsevier, vol. 39(6), pages 799-809, July.
    32. Malthus,T. R., 2008. "T. R. Malthus: Principles of Political Economy," Cambridge Books, Cambridge University Press, number 9780521075930 edited by Pullen,John.
    33. Dominique Goux & Eric Maurin, 2000. "The Decline In Demand For Unskilled Labor: An Empirical Analysis Method And Its Application To France," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 596-607, November.
    34. Gatti, Donatella, 2000. "Unemployment and Innovation Patterns: The Critical Role of Coordination," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 9(3), pages 521-544, September.
    35. Malthus,T. R., 2008. "T. R. Malthus: Principles of Political Economy," Cambridge Books, Cambridge University Press, number 9780521075916 edited by Pullen,John.
    36. Stephen Machin & John Van Reenen, 1998. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1215-1244.
    37. Jacques Mairesse, 2008. "Employment, innovation, and productivity: evidence from Italian microdata," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(4), pages 813-839, August.
    38. Mariacristina Piva & Marco Vivarelli, 2005. "Innovation and Employment: Evidence from Italian Microdata," Journal of Economics, Springer, vol. 86(1), pages 65-83, October.
    39. Samuel S. Kortum, 1997. "Research, Patenting, and Technological Change," Econometrica, Econometric Society, vol. 65(6), pages 1389-1420, November.
    40. repec:iza:izawol:journl:y:2015:p:154 is not listed on IDEAS
    41. Paul, Catherine J Morrison & Siegel, Donald S, 2001. " The Impacts of Technology, Trade and Outsourcing on Employment and Labor Composition," Scandinavian Journal of Economics, Wiley Blackwell, vol. 103(2), pages 241-264, June.
    42. Daria Ciriaci & Pietro Moncada-Paternò-Castello & Peter Voigt, 2016. "Innovation and job creation: a sustainable relation?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(2), pages 189-213, August.
    43. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    44. Hayakawa, Kazuhiko, 2007. "Small sample bias properties of the system GMM estimator in dynamic panel data models," Economics Letters, Elsevier, vol. 95(1), pages 32-38, April.
    45. Francesco Caselli & Wilbur John Coleman II, 2006. "The World Technology Frontier," American Economic Review, American Economic Association, vol. 96(3), pages 499-522, June.
    46. Francesco Bogliacino & Marco Vivarelli, 2011. "Innovation and employment: Some evidence from European sectors," DISCE - Quaderni del Dipartimento di Scienze Economiche e Sociali dises1178, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    47. Nathalie Greenan & Dominique Guellec, 2000. "Technological Innovation and Employment Reallocation," LABOUR, CEIS, vol. 14(4), pages 547-590, December.
    48. 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.
    49. Massimiliano Tancioni & Roberto Simonetti, 2002. "A Macroeconometric Model for the Analysis of the Impact of Technological Change and Trade on Employment," Journal of Interdisciplinary Economics, , vol. 13(1-3), pages 185-221, January.
    50. Pini, Paolo, 1995. "Economic growth, technological change and employment: empirical evidence for a cumulative growth model with external causation for nine OECD countries: 1960-1990," Structural Change and Economic Dynamics, Elsevier, vol. 6(2), pages 185-213, June.
    51. Chengsi Zhang & Joel Clovis, 2010. "The New Keynesian Phillips Curve of Rational Expectations: A Serial Correlation Extension," Journal of Applied Economics, Taylor & Francis Journals, vol. 13(1), pages 159-179, May.
    52. 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.
    53. Jacques Mairesse & Nathalie Greenan & Agnes Topiol-Bensaid, 2001. "Information Technology and Research and Development Impacts on Productivity and Skills: Looking for Correlations on French Firm Level Data," NBER Working Papers 8075, National Bureau of Economic Research, Inc.
    54. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    55. Bond, Stephen & Bowsher, Clive & Windmeijer, Frank, 2001. "Criterion-based inference for GMM in autoregressive panel data models," Economics Letters, Elsevier, vol. 73(3), pages 379-388, December.
    56. repec:oec:stiaaa:2016/1-en is not listed on IDEAS
    57. Patrice Flichy, 2007. "Understanding Technological Innovation," Books, Edward Elgar Publishing, number 12803.
    58. Christopher Malikane & Tshepo Mokoka, 2014. "The new Keynesian Phillips curve: endogeneity and misspecification," Applied Economics, Taylor & Francis Journals, vol. 46(25), pages 3082-3089, September.
    59. 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.
    60. repec:adr:anecst:y:1996:i:41-42:p:16 is not listed on IDEAS
    61. 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.
    62. Martina Basarac & Blanka Škrabiæ & Petar Soriæ, 2011. "The Hybrid Phillips Curve: Empirical Evidence from Transition Economies," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 61(4), pages 367-383, August.
    63. Bogliacino, Francesco & Piva, Mariacristina & Vivarelli, Marco, 2011. "R&D and Employment: Some Evidence from European Microdata," IZA Discussion Papers 5908, Institute of Labor Economics (IZA).
    64. Chih‐Hai YANG & Chun‐Hung A. LIN, 2008. "Developing Employment Effects Of Innovations: Microeconometric Evidence From Taiwan," The Developing Economies, Institute of Developing Economies, vol. 46(2), pages 109-134, June.
    65. Bae-Geun Kim & Byung Kwun Ahn, 2008. "An Assessment of the New Keynesian Phillips Curve in the Korean Economy," Economic Analysis (Quarterly), Economic Research Institute, Bank of Korea, vol. 14(3), pages 85-134, September.
    66. Paola Casavola & Andréa Gavosto & Paolo Sestito, 1996. "Technical Progres and Wage Dispersion in Italy: Evidence from Firm's Data," Annals of Economics and Statistics, GENES, issue 41-42, pages 387-412.
    67. Adela Luque, 2005. "Skill mix and technology in Spain: evidence from firm level data," Working Papers 0513, Banco de España.
    68. Hélène Dernis & Mosahid Khan, 2004. "Triadic Patent Families Methodology," OECD Science, Technology and Industry Working Papers 2004/2, OECD Publishing.
    69. Marco Vivarelli, 1995. "The Economics of Technology and Employment," Books, Edward Elgar Publishing, number 458.
    70. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
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