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Exuberant Proclivity toward Non-Standard Employment: Evidence from Linked Employer–Employee Data

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  • Alessandro Arrighetti
  • Eleonora Bartoloni
  • Fabio Landini
  • Chiara Pollio

Abstract

In most industrialized countries, temporary and non-standard forms of employment have become a pervasive feature of the labor market. At the firm level, however, their diffusion is less uniform than expected. While some firms exhibit high propensity to use non-standard labor, others make no use of it. The most conventional explanations (market uncertainty, production regimes, competitive pressure) fail to account for such heterogeneity. In this article, the authors develop an alternative explanation that links non-standard employment to the firm-specific availability of managerial resources: Whenever the latter are relatively scarce, firms make larger use of non-standard labor to reduce coordination and operating costs. Using a linked employer–employee panel of manufacturing firms from the Emilia-Romagna region (Italy), the authors provide empirical support for this explanation. The result is robust to different estimation strategies and controlling for alternative drivers of non-standard employment. This finding suggests that the use of non-standard labor is motivated by the firm’s needs to compensate for specific managerial scarcities.

Suggested Citation

  • Alessandro Arrighetti & Eleonora Bartoloni & Fabio Landini & Chiara Pollio, 2022. "Exuberant Proclivity toward Non-Standard Employment: Evidence from Linked Employer–Employee Data," ILR Review, Cornell University, ILR School, vol. 75(4), pages 1024-1053, August.
  • Handle: RePEc:sae:ilrrev:v:75:y:2022:i:4:p:1024-1053
    DOI: 10.1177/00197939211009515
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    as
    1. Ronald Bachmann & Peggy Bechara & Anica Kramer & Sylvi Rzepka, 2015. "Labour market dynamics and worker heterogeneity during the Great Recession – Evidence from Europe," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-29, December.
    2. Alfred Kleinknecht & Flore N. van Schaik & Haibo Zhou, 2014. "Is flexible labour good for innovation? Evidence from firm-level data," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 38(5), pages 1207-1219.
    3. Mirella DAMIANI & Fabrizio POMPEI & Andrea RICCI, 2016. "Temporary employment protection and productivity growth in EU economies," International Labour Review, International Labour Organization, vol. 155(4), pages 587-622, December.
    4. Kyle J. Mayer & Jack A. Nickerson, 2005. "Antecedents and Performance Implications of Contracting for Knowledge Workers: Evidence from Information Technology Services," Organization Science, INFORMS, vol. 16(3), pages 225-242, June.
    5. Werner Nienhueser, 2005. "Flexible Work = Atypical Work = Precarious Work? Introduction to the Special Issue," management revue - Socio-Economic Studies, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 16(3), pages 299-303.
    6. Adam J. Bock & Tore Opsahl & Gerard George & David M. Gann, 2012. "The Effects of Culture and Structure on Strategic Flexibility during Business Model Innovation," Journal of Management Studies, Wiley Blackwell, vol. 49(2), pages 279-305, March.
    7. Robert C. Feenstra & David E. Weinstein, 2017. "Globalization, Markups, and US Welfare," Journal of Political Economy, University of Chicago Press, vol. 125(4), pages 1040-1074.
    8. Mario Biagioli & Emilio Reyneri & Gilberto Seravalli, 2004. "Flessibilità del mercato del lavoro e coesione sociale," Stato e mercato, Società editrice il Mulino, issue 2, pages 277-314.
    9. Berndt Keller & Hartmut Seifert, 2005. "Atypical Employment and Flexicurity," management revue. Socio-economic Studies, Rainer Hampp Verlag, vol. 16(3), pages 304-323.
    10. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The Skill Content of Recent Technological Change: An Empirical Exploration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1279-1333.
    11. Chen, Natalie & Imbs, Jean & Scott, Andrew, 2009. "The dynamics of trade and competition," Journal of International Economics, Elsevier, vol. 77(1), pages 50-62, February.
    12. Nicholas Bloom & John Van Reenen, 2010. "Why Do Management Practices Differ across Firms and Countries?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 203-224, Winter.
    13. Fonseca, Tiago & de Faria, Pedro & Lima, Francisco, 2019. "Human capital and innovation: the importance of the optimal organizational task structure," Research Policy, Elsevier, vol. 48(3), pages 616-627.
    14. Bertil Holmlund & Donald Storrie, 2002. "Temporary Work In Turbulent Times: The Swedish Experience," Economic Journal, Royal Economic Society, vol. 112(480), pages 245-269, June.
    15. Giuseppe BERTOLA & Tito BOERI & Sandrine CAZES, 2000. "Employment protection in industrialized countries: The case for new indicators," International Labour Review, International Labour Organization, vol. 139(1), pages 57-72, March.
    16. Ron Sanchez, 1995. "Strategic flexibility in product competition," Strategic Management Journal, Wiley Blackwell, vol. 16(S1), pages 135-159.
    17. Werner Eichhorst & Michael Feil & Paul Marx, 2010. "Crisis, What Crisis? Patterns of Adaptation in European Labor Markets," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 61(Supplemen), pages 29-64.
    18. Arne L. Kalleberg, 2001. "Organizing Flexibility: The Flexible Firm in a New Century," British Journal of Industrial Relations, London School of Economics, vol. 39(4), pages 479-504, December.
    19. Wolfgang Streeck, 1987. "The Uncertainties of Management in the Management of Uncertainty," International Journal of Political Economy, M.E. Sharpe, Inc., vol. 17(3), pages 57-87, October.
    20. Stefan Bender & Nicholas Bloom & David Card & John Van Reenen & Stefanie Wolter, 2018. "Management Practices, Workforce Selection, and Productivity," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 371-409.
    21. Peter Cappelli & David Neumark, 2001. "External Job Churning and Internal Job Flexibility," NBER Working Papers 8111, National Bureau of Economic Research, Inc.
    22. Tito Boeri & Pietro Garibaldi, 2007. "Two Tier Reforms of Employment Protection: a Honeymoon Effect?," Economic Journal, Royal Economic Society, vol. 117(521), pages 357-385, June.
    23. Paolo Di Caro & Giuseppe Nicotra, 2016. "Short, Long and Spatial Dynamics of Informal Employment," Regional Studies, Taylor & Francis Journals, vol. 50(11), pages 1804-1818, November.
    24. Fonseca, Tiago & Lima, Francisco & Pereira, Sonia C., 2018. "Job polarization, technological change and routinization: Evidence for Portugal," Labour Economics, Elsevier, vol. 51(C), pages 317-339.
    25. Raghuram G. Rajan & Julie Wulf, 2006. "The Flattening Firm: Evidence from Panel Data on the Changing Nature of Corporate Hierarchies," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 759-773, November.
    26. Jamie Peck & Nik Theodore, 2007. "Flexible recession: the temporary staffing industry and mediated work in the United States," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 31(2), pages 171-192, March.
    27. Werner Nienhueser, 2005. "Flexible Work = Atypical Work = Precarious Work? Introduction to the Special Issue," management revue. Socio-economic Studies, Rainer Hampp Verlag, vol. 16(3), pages 299-303.
    28. Alfred Kleinknecht & Remco Oostendorp & Menno Pradhan & C. W. M. Naastepad, 2006. "Flexible Labour, Firm Performance and the Dutch Job Creation Miracle," International Review of Applied Economics, Taylor & Francis Journals, vol. 20(2), pages 171-187.
    29. Brewster, Chris & Mayne, Lesley & Tregaskis, Olga, 1997. "Flexible working in Europe," Journal of World Business, Elsevier, vol. 32(2), pages 133-151, July.
    30. Arrighetti, Alessandro & Landini, Fabio & Lasagni, Andrea, 2014. "Intangible assets and firm heterogeneity: Evidence from Italy," Research Policy, Elsevier, vol. 43(1), pages 202-213.
    31. Antonio Andreoni & Ha-Joon Chang, 2016. "Industrial policy and the future of manufacturing," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 43(4), pages 491-502, December.
    32. Donald Gerwin, 1993. "Manufacturing Flexibility: A Strategic Perspective," Management Science, INFORMS, vol. 39(4), pages 395-410, April.
    33. Berndt Keller & Hartmut Seifert, 2005. "Atypical Employment and Flexicurity," management revue - Socio-Economic Studies, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 16(3), pages 304-323.
    34. Federico Lucidi & Alfred Kleinknecht, 2010. "Little innovation, many jobs: An econometric analysis of the Italian labour productivity crisis," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 34(3), pages 525-546.
    35. Henk W. Volberda, 1996. "Toward the Flexible Form: How to Remain Vital in Hypercompetitive Environments," Organization Science, INFORMS, vol. 7(4), pages 359-374, August.
    36. Francesco Devicienti & Paolo Naticchioni & Andrea Ricci, 2018. "Temporary Employment, Demand Volatility, and Unions: Firm-Level Evidence," ILR Review, Cornell University, ILR School, vol. 71(1), pages 174-207, January.
    37. Dreyer, Bent & Gronhaug, Kjell, 2004. "Uncertainty, flexibility, and sustained competitive advantage," Journal of Business Research, Elsevier, vol. 57(5), pages 484-494, May.
    38. Pedro Portugal & José Varejão, 2022. "Why do firms use fixed-term contracts?," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 21(3), pages 401-421, September.
    39. Fabio Landini & Alessandro Arrighetti & Eleonora Bartoloni, 2020. "The sources of heterogeneity in firm performance: lessons from Italy1," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 44(3), pages 527-558.
    40. Nicholas Bloom & Benn Eifert & Aprajit Mahajan & David McKenzie & John Roberts, 2013. "Does Management Matter? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 1-51.
    41. Demetris Vrontis & Alkis Thrassou & Gabriele Santoro & Armando Papa, 2017. "Ambidexterity, external knowledge and performance in knowledge-intensive firms," The Journal of Technology Transfer, Springer, vol. 42(2), pages 374-388, April.
    42. 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.
    43. Nicholas Bloom & Luis Garicano & Raffaella Sadun & John Van Reenen, 2014. "The Distinct Effects of Information Technology and Communication Technology on Firm Organization," Management Science, INFORMS, vol. 60(12), pages 2859-2885, December.
    44. Biegert, Thomas & Kühhirt, Michael, 2018. "Taking lemons for a trial run: does type of job exit affect the risk of entering fixed-term employment in Germany?," LSE Research Online Documents on Economics 87334, London School of Economics and Political Science, LSE Library.
    45. O Blanchard & A Landier, 2002. "The Perverse Effects of Partial Labour Market Reform: fixed--Term Contracts in France," Economic Journal, Royal Economic Society, vol. 112(480), pages 214-244, June.
    46. 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.
    47. 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.
    48. Tito Boeri & Pietro Garibaldi & Espen R Moen, 2013. "Financial Shocks and Labor: Facts and Theories," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(4), pages 631-663, December.
    49. Lorenzo Caliendo & Ferdinando Monte & Esteban Rossi-Hansberg, 2015. "The Anatomy of French Production Hierarchies," Journal of Political Economy, University of Chicago Press, vol. 123(4), pages 809-852.
    50. Michele Battisti & Giovanna Vallanti, 2013. "Flexible Wage Contracts, Temporary Jobs, and Firm Performance: Evidence From Italian Firms," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 52(3), pages 737-764, July.
    51. Jyh-Jer Roger Ko, 2003. "Contingent and Internal Employment Systems: Substitutes or Complements?," Journal of Labor Research, Transaction Publishers, vol. 24(3), pages 473-490, July.
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