IDEAS home Printed from https://ideas.repec.org/p/ehl/lserod/103452.html
   My bibliography  Save this paper

The innovation premium to soft skills in low-skilled occupations

Author

Listed:
  • Aghion, Philippe
  • Bergeaud, Antonin Jean Jacob
  • Blundell, Richard
  • Griffith, Rachel

Abstract

Matched employee-employer data from the UK are used to analyze the wage premium to working in an innovative firm. We find that firms that are more R&D intensive pay higher wages on average, and this is particularly true for workers in some low-skilled occupations. We propose a model in which a firm’s innovativeness is reflected in the degree of complementarity between workers in low-skill and high-skilled occupations, and in which non-verifiable soft skills are an important determinant of the wages of workers in low-skilled occupations. The model yields additional predictions on training, tenure and outsourcing which we also find support for in data.

Suggested Citation

  • Aghion, Philippe & Bergeaud, Antonin Jean Jacob & Blundell, Richard & Griffith, Rachel, 2019. "The innovation premium to soft skills in low-skilled occupations," LSE Research Online Documents on Economics 103452, London School of Economics and Political Science, LSE Library.
    • Handle: RePEc:ehl:lserod:103452
    as

    Download full text from publisher

    File URL: http://eprints.lse.ac.uk/103452/
    File Function: Open access version.
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Pierre Cahuc & Fabien Postel-Vinay & Jean-Marc Robin, 2006. "Wage Bargaining with On-the-Job Search: Theory and Evidence," Econometrica, Econometric Society, vol. 74(2), pages 323-364, March.
    2. Anders Akerman & Ingvil Gaarder & Magne Mogstad, 2015. "The Skill Complementarity of Broadband Internet," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1781-1824.
    3. 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.
    4. Michael Kremer, 1993. "The O-Ring Theory of Economic Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 551-575.
    5. 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.
    6. Deborah Goldschmidt & Johannes F. Schmieder, 2017. "The Rise of Domestic Outsourcing and the Evolution of the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1165-1217.
    7. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    8. repec:hal:spmain:info:hdl:2441/eu4vqp9ompqllr09ij4j0h0h1 is not listed on IDEAS
    9. 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.
    10. Robert Gibbons & Lawrence Katz, 1992. "Does Unmeasured Ability Explain Inter-Industry Wage Differentials?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 515-535.
    11. Lars A. Stole & Jeffrey Zwiebel, 1996. "Intra-firm Bargaining under Non-binding Contracts," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(3), pages 375-410.
    12. repec:hal:spmain:info:hdl:2441/dc0ckec3fcb29ms9850c12h1p is not listed on IDEAS
    13. Timothy Dunne & Lucia Foster & John Haltiwanger & Kenneth R. Troske, 2004. "Wage and Productivity Dispersion in United States Manufacturing: The Role of Computer Investment," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 397-430, April.
    14. Philippe Aghion & Ufuk Akcigit & Ari Hyytinen & Otto Toivanen, 2018. "On the Returns to Invention within Firms: Evidence from Finland," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 208-212, May.
    15. Stéphane Bonhomme & Thibaut Lamadon & Elena Manresa, 2019. "A Distributional Framework for Matched Employer Employee Data," Econometrica, Econometric Society, vol. 87(3), pages 699-739, May.
    16. Brian D. Bell & John Van Reenen, 2013. "Extreme Wage Inequality: Pay at the Very Top," American Economic Review, American Economic Association, vol. 103(3), pages 153-157, May.
    17. Ufuk Akcigit & John Grigsby & Tom Nicholas, 2017. "Immigration and the Rise of American Ingenuity," American Economic Review, American Economic Association, vol. 107(5), pages 327-331, May.
    18. Luis Garicano, 2000. "Hierarchies and the Organization of Knowledge in Production," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 874-904, October.
    19. Erica L. Groshen, 1991. "Sources of Intra-Industry Wage Dispersion: How Much Do Employers Matter?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 869-884.
    20. Blundell, Richard & Griffith, Rachel & Windmeijer, Frank, 2002. "Individual effects and dynamics in count data models," Journal of Econometrics, Elsevier, vol. 108(1), pages 113-131, May.
    21. 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.
    22. Erling Barth & Alex Bryson & James C. Davis & Richard Freeman, 2016. "It's Where You Work: Increases in the Dispersion of Earnings across Establishments and Individuals in the United States," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 67-97.
    23. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    24. Patrick Kline & Neviana Petkova & Heidi Williams & Owen Zidar, 2019. "Who Profits from Patents? Rent-Sharing at Innovative Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1343-1404.
    25. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    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. Bergeaud, Antonin & Mazet-Sonilhac, Clément & Malgouyres, Clément & Signorelli, Sara, 2021. "Technological Change and Domestic Outsourcing," IZA Discussion Papers 14603, Institute of Labor Economics (IZA).
    2. Moser, Christian & Saidi, Farzad & Wirth, Benjamin & Wolter, Stefanie, 2020. "Credit Supply, Firms, and Earnings Inequality," MPRA Paper 100371, University Library of Munich, Germany.
    3. Rachel Griffith & John Van Reenen, 2021. "Product market competition, creative destruction and innovation," IFS Working Papers W21/43, Institute for Fiscal Studies.
    4. Michela Vecchi & Maja Savic & Marina Romiti, 2021. "Skill mismatch among UK graduates," Economic Statistics Centre of Excellence (ESCoE) Discussion Papers ESCoE DP-2021-11, Economic Statistics Centre of Excellence (ESCoE).
    5. Cirera, Xavier & Martins-Neto, Antonio Soares, 2023. "Do innovative firms pay higher wages? Micro-level evidence from Brazil," Research Policy, Elsevier, vol. 52(1).
    6. Ioramashvili, Carolin, 2024. "Technological invention and local labour markets: evidence from France, Germany and the UK," LSE Research Online Documents on Economics 123630, London School of Economics and Political Science, LSE Library.
    7. IKEUCHI Kenta & FUKAO Kyoji & Cristiano PERUGINI, 2021. "Establishment Size, Workforce Composition and the College Wage Gap in Japan," Discussion papers 21022, Research Institute of Economy, Trade and Industry (RIETI).
    8. Michela Vecchi & Catherine Robinson & Maja Savic & Marina Romiti, 2023. "Vertical and Horizontal Mismatch in the UK: Are Graduates' Skills a Good Fit for Their Jobs?," National Institute of Economic and Social Research (NIESR) Discussion Papers 548, National Institute of Economic and Social Research.
    9. Ivy Hawah Taana & Valliappan Raju, 2020. "Determinants of project management methodologies and its effects on project success in Ghana–A conceptual paper," Journal of Administrative and Business Studies, Professor Dr. Usman Raja, vol. 6(3), pages 84-94.
    10. Love, James H. & Roper, Stephen & Vahter, Priit, 2023. "The dynamics of abandoned innovation activities: Learning from failure or learning to prevent failure?," Research Policy, Elsevier, vol. 52(8).
    11. Lee, Neil, 2023. "Inclusive innovation in cities: from buzzword to policy," LSE Research Online Documents on Economics 117818, London School of Economics and Political Science, LSE Library.
    12. Kong, Dongmin & Wang, Yanan & Zhang, Jian, 2020. "Efficiency wages as gift exchange: Evidence from corporate innovation in China," Journal of Corporate Finance, Elsevier, vol. 65(C).
    13. Kerstin Hötte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2024. "Automation and taxation," Oxford Economic Papers, Oxford University Press, vol. 76(4), pages 945-969.
      • Kerstin Hotte & Angelos Theodorakopoulos & Pantelis Koutroumpis, 2021. "Automation and Taxation," Papers 2103.04111, arXiv.org, revised Apr 2022.
    14. 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.
    15. Mary O’Mahony & Michela Vecchi & Francesco Venturini, 2021. "Capital Heterogeneity and the Decline of the Labour Share," Economica, London School of Economics and Political Science, vol. 88(350), pages 271-296, April.
    16. Antonin Bergeaud & Clément Mazet-Sonilhac, 2022. "Health crisis: French companies maintained their repayment capacity in 2020 [Changement technologique et externalisation : illustration par l’accès à l’Internet haut débit en France]," Bulletin de la Banque de France, Banque de France, issue 239.
    17. James H. Love & Stephen Roper & Priit Vahter, 2020. "Do Firms Really Learn From Failure? The Dynamics Of Abandoned Innovation," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 124, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    18. Domini, Giacomo & Grazzi, Marco & Moschella, Daniele & Treibich, Tania, 2021. "Threats and opportunities in the digital era: Automation spikes and employment dynamics," Research Policy, Elsevier, vol. 50(7).
    19. Guimarães, Luís & Mazeda Gil, Pedro, 2022. "Looking ahead at the effects of automation in an economy with matching frictions," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
    20. Charlie Joyez & Raja Kali & Catherine Laffineur, 2023. "Occupational Coherence and Local Labor Market Performance: Evidence from France," GREDEG Working Papers 2023-20, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    21. Anastasiia Pustovalova & Priit Vahter, 2024. "Automation-Skill Complementarity: The Changing Returns To Soft Skills In Different Stages Of Technology Adoption," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 146, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    22. Chakraborty, Pavel & Chakrabarti, Anindya S. & Chatterjee, Chirantan, 2023. "Cross-border environmental regulation and firm labor demand," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).

    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. Benjamin Lochner & Bastian Schulz, 2024. "Firm Productivity, Wages, and Sorting," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 85-119.
    3. Thibaut Lamadon & Magne Mogstad & Bradley Setzler, 2022. "Imperfect Competition, Compensating Differentials, and Rent Sharing in the US Labor Market," American Economic Review, American Economic Association, vol. 112(1), pages 169-212, January.
    4. Kory Kroft & Yao Luo & Magne Mogstad & Bradley Setzler, 2020. "Imperfect Competition and Rents in Labor and Product Markets: The Case of the Construction Industry," Working Papers tecipa-666, University of Toronto, Department of Economics.
    5. Cirera, Xavier & Martins-Neto, Antonio Soares, 2023. "Do innovative firms pay higher wages? Micro-level evidence from Brazil," Research Policy, Elsevier, vol. 52(1).
    6. Lachowska, Marta & Mas, Alexandre & Saggio, Raffaele & Woodbury, Stephen A., 2023. "Do firm effects drift? Evidence from Washington administrative data," Journal of Econometrics, Elsevier, vol. 233(2), pages 375-395.
    7. Freund, L. B., 2022. "Superstar Teams: The Micro Origins and Macro Implications of Coworker Complementarities," Cambridge Working Papers in Economics 2276, Faculty of Economics, University of Cambridge.
    8. 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.
    9. Simon Jäger & Benjamin Schoefer & Samuel Young & Josef Zweimüller, 2020. "Wages and the Value of Nonemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1905-1963.
    10. Bergeaud, Antonin & Mazet-Sonilhac, Clément & Malgouyres, Clément & Signorelli, Sara, 2021. "Technological Change and Domestic Outsourcing," IZA Discussion Papers 14603, Institute of Labor Economics (IZA).
    11. 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.
    12. Berlingieri, Giuseppe & Blanchenay, Patrick & Criscuolo, Chiara, 2024. "The great divergence(s)," Research Policy, Elsevier, vol. 53(3).
    13. da Silveira, Jaylson Jair & Lima, Gilberto Tadeu, 2021. "Wage inequality as a source of endogenous macroeconomic fluctuations," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 35-52.
    14. Barth, Erling & Davis, James C. & Freeman, Richard B. & McElheran, Kristina, 2023. "Twisting the demand curve: Digitalization and the older workforce," Journal of Econometrics, Elsevier, vol. 233(2), pages 443-467.
    15. James Spletzer & Elizabeth Weber Handwerker, 2015. "The Role of Establishments and the Concentration of Occupations in Wage Inequality," Working Papers id:7427, eSocialSciences.
    16. Michael Böhm & Daniel Metzger & Per Strömberg, 2022. "“Since You’re So Rich, You Must Be Really Smart”: Talent, Rent Sharing, and the Finance Wage Premium," ECONtribute Discussion Papers Series 147, University of Bonn and University of Cologne, Germany.
    17. Elhanan Helpman & Oleg Itskhoki & Stephen Redding, 2010. "Inequality and Unemployment in a Global Economy," Econometrica, Econometric Society, vol. 78(4), pages 1239-1283, July.
    18. Cortes, Matias & Lerche, Adrian & Schönberg, Uta & Tschopp, Jeanne, 2023. "Technological Change, Firm Heterogeneity and Wage Inequality," IZA Discussion Papers 16070, Institute of Labor Economics (IZA).
    19. Federico Huneeus & Kory Kroft & Kevin Lim, 2021. "Earnings Inequality in Production Networks," Working Papers Central Bank of Chile 907, Central Bank of Chile.
    20. Anders Akerman, 2024. "Market concentration and the relative demand for college‐educated labour," Economica, London School of Economics and Political Science, vol. 91(361), pages 292-319, January.

    More about this item

    Keywords

    innovation; skill-based technological change; wage; complementarity;
    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
    • L23 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Organization of Production
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:ehl:lserod:103452. 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: LSERO Manager (email available below). General contact details of provider: https://edirc.repec.org/data/lsepsuk.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.