IDEAS home Printed from https://ideas.repec.org/p/ssa/lemwps/2016-05.html
   My bibliography  Save this paper

Innovation and within-firm wage inequalities: empirical evidence from major European countries

Author

Listed:
  • Valeria Cirillo
  • Matteo Sostero
  • Federico Tamagni

Abstract

A large literature analyses the links between wage inequality and technology, without explicitly taking into account within-firm wage dispersion. In this work we seek to fill this gap, exploiting a matched employeremployee dataset from a large representative survey on firms active in major European economies, providing several contributions. First, we employ different measures of within-firm wage dispersion, also accounting for wage differentials across managers vis-a-vis lower-layers occupations. Second, we disentangle the effects of innovation on wage dispersion within small vs. larger firms. Finally, we compare the effect of innovation across the spectrum between egalitarian and more unequal firms by means of quantile regressions. Our findings, robust to controlling for endogeneity and observed firm and workforce characteristics, suggest a good deal of heterogeneity. Indeed, innovation effects do vary according to the different measures of wage inequality, and also across smaller and larger innovative firms.

Suggested Citation

  • Valeria Cirillo & Matteo Sostero & Federico Tamagni, 2016. "Innovation and within-firm wage inequalities: empirical evidence from major European countries," LEM Papers Series 2016/05, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  • Handle: RePEc:ssa:lemwps:2016/05
    as

    Download full text from publisher

    File URL: http://www.lem.sssup.it/WPLem/files/2016-05.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lazear, Edward P & Rosen, Sherwin, 1981. "Rank-Order Tournaments as Optimum Labor Contracts," Journal of Political Economy, University of Chicago Press, vol. 89(5), pages 841-864, October.
    2. Nickell, Stephen J & Wadhwani, Sushil, 1990. "Insider Forces and Wage Determination," Economic Journal, Royal Economic Society, vol. 100(401), pages 496-509, June.
    3. repec:bla:econom:v:61:y:1994:i:244:p:457-73 is not listed on IDEAS
    4. Hornstein, Andreas & Krusell, Per & Violante, Giovanni L., 2005. "The Effects of Technical Change on Labor Market Inequalities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 20, pages 1275-1370, Elsevier.
    5. John Van Reenen, 1996. "The Creation and Capture of Rents: Wages and Innovation in a Panel of U. K. Companies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(1), pages 195-226.
    6. Susana Iranzo & Fabiano Schivardi & Elisa Tosetti, 2008. "Skill Dispersion and Firm Productivity: An Analysis with Employer-Employee Matched Data," Journal of Labor Economics, University of Chicago Press, vol. 26(2), pages 247-285, April.
    7. Oskar Nordström Skans & Per-Anders Edin & Bertil Holmlund, 2009. "Wage Dispersion Between and Within Plants: Sweden 1985-2000," NBER Chapters, in: The Structure of Wages: An International Comparison, pages 217-260, National Bureau of Economic Research, Inc.
    8. Bontemps, Christian & Robin, Jean-Marc & van den Berg, Gerard J, 2000. "Equilibrium Search with Continuous Productivity Dispersion: Theory and Nonparametric Estimation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(2), pages 305-358, May.
    9. Layard, Richard & Nickell, Stephen & Jackman, Richard, 2005. "Unemployment: Macroeconomic Performance and the Labour Market," OUP Catalogue, Oxford University Press, number 9780199279173.
    10. Ricardo da Silva Freguglia & Naercio Aquino Menezes-Filho, 2007. "Inter-Regional And Inter-Industry Wage Differentials With Individual Heterogeneity: Estimates Using Brazilian Data," Anais do XXXV Encontro Nacional de Economia [Proceedings of the 35th Brazilian Economics Meeting] 168, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
    11. J. S. Arbache, 2001. "Wage Differentials in Brazil: Theory and Evidence," Journal of Development Studies, Taylor & Francis Journals, vol. 38(2), pages 109-130.
    12. Carlo DELL’ARINGA & Laura PAGANI, 2005. "Regional Wage Differentials and Collective Bargaining in Italy," Rivista Internazionale di Scienze Sociali, Vita e Pensiero, Pubblicazioni dell'Universita' Cattolica del Sacro Cuore, vol. 113(2), pages 267-287.
    13. Brown, Charles & Medoff, James, 1989. "The Employer Size-Wage Effect," Journal of Political Economy, University of Chicago Press, vol. 97(5), pages 1027-1059, October.
    14. 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.
    15. Entorf, Horst & Kramarz, Francis, 1997. "Does unmeasured ability explain the higher wages of new technology workers?," European Economic Review, Elsevier, vol. 41(8), pages 1489-1509, August.
    16. Thierry Lallemand & Robert Plasman & François Rycx, 2004. "Intra‐Firm Wage Dispersion and Firm Performance: Evidence from Linked Employer‐Employee Data," Kyklos, Wiley Blackwell, vol. 57(4), pages 533-558, November.
    17. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Econometrica, Econometric Society, vol. 70(6), pages 2295-2350, November.
    18. Krueger, Alan B & Summers, Lawrence H, 1988. "Efficiency Wages and the Inter-industry Wage Structure," Econometrica, Econometric Society, vol. 56(2), pages 259-293, March.
    19. William T. Dickens & Lawrence F. Katz, 1987. "Inter-Industry Wage Differences and Theories of Wage Determination," NBER Working Papers 2271, National Bureau of Economic Research, Inc.
    20. Kandel, Eugene & Lazear, Edward P, 1992. "Peer Pressure and Partnerships," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 801-817, August.
    21. Seppo Laaksonen & Jari Vainiomäki, 2001. "Technology Effects on Wages in Finnish Manufacturing," LABOUR, CEIS, vol. 15(2), pages 295-316, June.
    22. Jean-Marc Fournier & Isabell Koske, 2012. "The determinants of earnings inequality: evidence from quantile regressions," OECD Journal: Economic Studies, OECD Publishing, vol. 2012(1), pages 7-36.
    23. Oi, Walter Y. & Idson, Todd L., 1999. "Firm size and wages," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 33, pages 2165-2214, Elsevier.
    24. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8grh35j2 is not listed on IDEAS
    25. George Baker & Michael Gibbs & Bengt Holmstrom, 1994. "The Wage Policy of a Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 921-955.
    26. Holger M. Mueller & Paige P. Ouimet & Elena Simintzi, 2015. "Wage Inequality and Firm Growth," NBER Working Papers 20876, National Bureau of Economic Research, Inc.
    27. Moore, Henry Ludwell, 1911. "Laws of Wages: An essay in statistical economics," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number moore1911.
    28. Hornstein, Andreas & Krusell, Per & Violante, Giovanni L., 2005. "The Effects of Technical Change on Labor Market Inequalities," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 20, pages 1275-1370, Elsevier.
    29. Fabien Postel-Vinay & Jean-Marc Robin, 2002. "Equilibrium Wage Dispersion with Worker and Employer Heterogeneity," Post-Print hal-03458567, HAL.
    30. Burdett, Kenneth & Judd, Kenneth L, 1983. "Equilibrium Price Dispersion," Econometrica, Econometric Society, vol. 51(4), pages 955-969, July.
    31. Mueller, Holger & Simintzi, Elena & Ouimet, Paige, 2015. "Wage Inequality and Firm Growth," CEPR Discussion Papers 10365, C.E.P.R. Discussion Papers.
    32. Edward P. Lazear & Kathryn L. Shaw, 2007. "Wage Structure, Raises and Mobility: International Comparisons of the Structure of Wages Within and Across Firms," NBER Working Papers 13654, National Bureau of Economic Research, Inc.
    33. Burdett, Kenneth & Mortensen, Dale T, 1998. "Wage Differentials, Employer Size, and Unemployment," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 257-273, May.
    34. repec:adr:anecst:y:1996:i:41-42:p:16 is not listed on IDEAS
    35. Mortensen, Dale T. & Pissarides, Christopher A., 1999. "New developments in models of search in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 39, pages 2567-2627, Elsevier.
    36. Lazear, Edward P, 1989. "Pay Equality and Industrial Politics," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 561-580, June.
    37. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    38. repec:pri:cepsud:113krusell is not listed on IDEAS
    39. 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.
    40. Lawrence F. Katz & Lawrence H. Summers, 1989. "Industry Rents: Evidence and Implications," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 20(1989 Micr), pages 209-290.
    41. Holger M. Mueller & Paige P. Ouimet & Elena Simintzi, 2015. "Wage Inequality and Firm Growth," LIS Working papers 632, LIS Cross-National Data Center in Luxembourg.
    42. repec:bla:kyklos:v:52:y:1999:i:4:p:555-72 is not listed on IDEAS
    43. Mellow, Wesley, 1982. "Employer Size and Wages," The Review of Economics and Statistics, MIT Press, vol. 64(3), pages 495-501, August.
    44. Gerard R. Butters, 1977. "Equilibrium Distributions of Sales and Advertising Prices," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 44(3), pages 465-491.
    45. repec:hal:spmain:info:hdl:2441/dc0ckec3fcb29ms985085gkbp is not listed on IDEAS
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cirera, Xavier & Martins-Neto, Antonio Soares, 2023. "Do innovative firms pay higher wages? Micro-level evidence from Brazil," Research Policy, Elsevier, vol. 52(1).
    2. Thanos Fragkandreas, 2022. "Three Decades of Research on Innovation and Inequality: Causal Scenarios, Explanatory Factors, and Suggestions," Working Papers 60, Birkbeck Centre for Innovation Management Research, revised Feb 2022.
    3. Domini, Giacomo & Grazzi, Marco & Moschella, Daniele & Treibich, Tania, 2022. "For whom the bell tolls: The firm-level effects of automation on wage and gender inequality," Research Policy, Elsevier, vol. 51(7).
    4. Jaan Masso & Priit Vahter, 2023. "Innovation as a firm-level factor of the gender wage gap," International Journal of Manpower, Emerald Group Publishing Limited, vol. 45(3), pages 449-465, August.
    5. IKEUCHI Kenta & FUKAO Kyoji & Cristiano PERUGINI & Fabrizio POMPEI, 2023. "Which Employers Share Rents? A firm-level analysis for Japan," Discussion papers 23048, Research Institute of Economy, Trade and Industry (RIETI).
    6. Marta F. Arroyabe & Martin Schumann, 2022. "On the Estimation of True State Dependence in the Persistence of Innovation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(4), pages 850-893, August.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. David Card & Ana Rute Cardoso & Joerg Heining & Patrick Kline, 2018. "Firms and Labor Market Inequality: Evidence and Some Theory," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 13-70.
    2. Valeria Cirillo, 2014. "Patterns of innovation and wage distribution. Do “innovative firms” pay higher wages? Evidence from Chile," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 4(2), pages 181-206, December.
    3. Ambra Poggi, 2013. "Labor mobility network and intra firm wage dispersion," LABORatorio R. Revelli Working Papers Series 133, LABORatorio R. Revelli, Centre for Employment Studies.
    4. Moser, Christian & Saidi, Farzad & Wirth, Benjamin & Wolter, Stefanie, 2020. "Credit Supply, Firms, and Earnings Inequality," MPRA Paper 100371, University Library of Munich, Germany.
    5. Manning, Alan, 2011. "Imperfect Competition in the Labor Market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 11, pages 973-1041, Elsevier.
    6. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    7. Ellingsen, Tore & Rosen, Åsa, 1994. "Skill or Luck? Search Frictions and Wage Differentials," SSE/EFI Working Paper Series in Economics and Finance 1, Stockholm School of Economics.
    8. Niklas Engbom & Christian Moser, 2022. "Earnings Inequality and the Minimum Wage: Evidence from Brazil," American Economic Review, American Economic Association, vol. 112(12), pages 3803-3847, December.
    9. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    10. Giuseppe Bertola & Pietro Garibaldi, 2001. "Wages and the Size of Firms in Dynamic Matching Models," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 4(2), pages 335-368, April.
    11. Vera Brenčič, 2012. "Wage posting: evidence from job ads," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(4), pages 1529-1559, November.
    12. Ambra, Poggi & Piergiovanna, Natale, 2017. "Learning by hiring, network centrality and within-firm wage dispersion," Working Papers 369, University of Milano-Bicocca, Department of Economics, revised 19 Aug 2017.
    13. Majumdar, Sumit K., 2010. "Institutional changes, firm size and wages in the telecommunications sector," Information Economics and Policy, Elsevier, vol. 22(3), pages 201-217, July.
    14. van den Berg, Gerard J. & van Vuuren, Aico, 2010. "The effect of search frictions on wages," Labour Economics, Elsevier, vol. 17(6), pages 875-885, December.
    15. Martina Rebien & Michael Stops & Anna Zaharieva, 2020. "Formal Search And Referrals From A Firm'S Perspective," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(4), pages 1679-1748, November.
    16. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    17. Pinheiro, Roberto & Visschers, Ludo, 2015. "Unemployment risk and wage differentials," Journal of Economic Theory, Elsevier, vol. 157(C), pages 397-424.
    18. Veronique Genre & Karsten Kohn & Daphne Momferatou, 2011. "Understanding inter-industry wage structures in the euro area," Applied Economics, Taylor & Francis Journals, vol. 43(11), pages 1299-1313.
    19. Elhanan Helpman & Oleg Itskhoki & Marc-Andreas Muendler & Stephen J. Redding, 2017. "Trade and Inequality: From Theory to Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 357-405.
    20. Moser, Christian, 2016. "How Could Wage Inequality Within and Across Enterprises be Reduced?," MPRA Paper 95381, University Library of Munich, Germany.

    More about this item

    Keywords

    within-firm wage inequalities; innovation; occupational wage-gap; quantile regressions; employer-employee matched data;
    All these keywords.

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ssa:lemwps:2016/05. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/labssit.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.