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Skill Gap, Mismatch, and the Dynamics of Italian Companies’ Productivity

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  • Fanti, Lucrezia
  • Guarascio, Dario
  • Tubiana, Matteo

Abstract

Relying on a unique integrated database, this work explores the relationship between labour productivity, on one side; intensity and characteristics of companies’ skills need and degree of skill mismatch, on the other. The analysis focuses on a representative sample of Italian limited liability companies observed during the years 2012, 2014 and 2017. First, companies acknowledging the need to update their knowledge base display a higher productivity vis-à-vis other firms. Second, when it comes to the skill need distinguished by competence/knowledge domains (management, STEM, social and soft skills, technical operatives and humanities) it emerges that companies looking for technical operative and social skills show lower labour productivity as compared to other firms. On the contrary, companies characterized by a need in managerial, STEM or humanities-related skills show higher productivity. Third, the ability to match the skill need via new hiring is always positively correlated with firms’ productivity. This result is confirmed across all the adopted specifications.

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  • Fanti, Lucrezia & Guarascio, Dario & Tubiana, Matteo, 2019. "Skill Gap, Mismatch, and the Dynamics of Italian Companies’ Productivity," MPRA Paper 95694, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:95694
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    1. Armanda Cetrulo & Valeria Cirillo & Dario Guarascio, 2018. "Weaker jobs, weaker innovation. Exploring the temporary employment-product innovation nexus," LEM Papers Series 2018/06, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    2. Hartog, Joop, 2000. "Over-education and earnings: where are we, where should we go?," Economics of Education Review, Elsevier, vol. 19(2), pages 131-147, April.
    3. James J. Heckman, 1976. "The Common Structure of Statistical Models of Truncation, Sample Selection and Limited Dependent Variables and a Simple Estimator for Such Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 475-492, National Bureau of Economic Research, Inc.
    4. Kampelmann, Stephan & Rycx, François, 2012. "The impact of educational mismatch on firm productivity: Evidence from linked panel data," Economics of Education Review, Elsevier, vol. 31(6), pages 918-931.
    5. James Albrecht & Susan Vroman, 2002. "A Matching Model with Endogenous Skill Requirements," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(1), pages 283-305, February.
    6. Bauer, Thomas K., 2002. "Educational mismatch and wages: a panel analysis," Economics of Education Review, Elsevier, vol. 21(3), pages 221-229, June.
    7. Daron Acemoglu & Jorn-Steffen Pischke, 1999. "The Structure of Wages and Investment in General Training," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 539-572, June.
    8. Benoît Mahy & François Rycx & Guillaume Vermeylen, 2015. "Educational Mismatch and Firm Productivity: Do Skills, Technology and Uncertainty Matter?," De Economist, Springer, vol. 163(2), pages 233-262, June.
    9. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    10. Andrew Weiss, 1995. "Human Capital vs. Signalling Explanations of Wages," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 133-154, Fall.
    11. Dolton, Peter & Vignoles, Anna, 2000. "The incidence and effects of overeducation in the U.K. graduate labour market," Economics of Education Review, Elsevier, vol. 19(2), pages 179-198, April.
    12. Lazear, Edward P, 1977. "Education: Consumption or Production?," Journal of Political Economy, University of Chicago Press, vol. 85(3), pages 569-597, June.
    13. Heijke, Hans & Meng, Christoph & Ris, Catherine, 2003. "Fitting to the job: the role of generic and vocational competencies in adjustment and performance," Labour Economics, Elsevier, vol. 10(2), pages 215-229, April.
    14. Heijke, Hans & Meng, Christoph & Ris, Catherine, 2003. "Fitting to the job: the role of generic and vocational competencies in adjustment and performance," Labour Economics, Elsevier, vol. 10(2), pages 215-229, April.
    15. McGuinness, Seamus & Sloane, Peter J., 2011. "Labour market mismatch among UK graduates: An analysis using REFLEX data," Economics of Education Review, Elsevier, vol. 30(1), pages 130-145, February.
    16. Sicherman, Nachum & Galor, Oded, 1990. "A Theory of Career Mobility," Journal of Political Economy, University of Chicago Press, vol. 98(1), pages 169-192, February.
    17. Carol Corrado & John Haltiwanger & Daniel Sichel, 2005. "Measuring Capital in the New Economy," NBER Books, National Bureau of Economic Research, Inc, number corr05-1.
    18. Sandra E. Black & Lisa M. Lynch, 2005. "Measuring Organizational Capital in the New Economy," NBER Chapters, in: Measuring Capital in the New Economy, pages 205-236, National Bureau of Economic Research, Inc.
    19. Lamo, Ana & Messina, Julián, 2010. "Formal education, mismatch and wages after transition: Assessing the impact of unobserved heterogeneity using matching estimators," Economics of Education Review, Elsevier, vol. 29(6), pages 1086-1099, December.
    20. David G. Blanchflower & Alex Bryson, 2010. "The Wage Impact of Trade Unions in the UK Public and Private Sectors," Economica, London School of Economics and Political Science, vol. 77(305), pages 92-109, January.
    21. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, Oxford University Press, vol. 132(4), pages 1593-1640.
    22. Alfred Kleinknecht & Flore N. van Schaik & Haibo Zhou, 2014. "Is flexible labour good for innovation? Evidence from firm-level data," Cambridge Journal of Economics, Oxford University Press, vol. 38(5), pages 1207-1219.
    23. Juan J. Dolado & Marcel Jansen & Juan F. Jimeno, 2009. "On‐the‐Job Search in a Matching Model with Heterogeneous Jobs and Workers," Economic Journal, Royal Economic Society, vol. 119(534), pages 200-228, January.
    24. Smith, Adam, 1776. "An Inquiry into the Nature and Causes of the Wealth of Nations," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number smith1776.
    25. 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.
    26. Cristiano Antonelli & Giuseppe Scellato, 2013. "Complexity and technological change: knowledge interactions and firm level total factor productivity," Journal of Evolutionary Economics, Springer, vol. 23(1), pages 77-96, January.
    27. Colombelli, Alessandra & Krafft, Jackie & Quatraro, Francesco, 2013. "Properties of knowledge base and firm survival: Evidence from a sample of French manufacturing firms," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1469-1483.
    28. Jacob Mincer, 1981. "Union Effects: Wages, Turnover, and Job Training," NBER Working Papers 0808, National Bureau of Economic Research, Inc.
    29. Arnaud Chevalier, 2003. "Measuring Over-education," Economica, London School of Economics and Political Science, vol. 70(279), pages 509-531, August.
    30. S. Mcguinness, 2003. "Graduate overeducation as a sheepskin effect: evidence from Northern Ireland," Applied Economics, Taylor & Francis Journals, vol. 35(5), pages 597-608.
    31. George A. Akerlof, 1970. "The Market for "Lemons": Quality Uncertainty and the Market Mechanism," The Quarterly Journal of Economics, Oxford University Press, vol. 84(3), pages 488-500.
    32. Hersch, Joni, 1991. "Education Match and Job Match," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 140-144, February.
    33. Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, October.
    34. Russell W. Rumberger, 1987. "The Impact of Surplus Schooling on Productivity and Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 22(1), pages 24-50.
    35. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588.
    36. Dieter Verhaest & Eddy Omey, 2006. "The Impact of Overeducation and its Measurement," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 77(3), pages 419-448, July.
    37. Verhaest, Dieter & Omey, Eddy, 2009. "Objective over-education and worker well-being: A shadow price approach," Journal of Economic Psychology, Elsevier, vol. 30(3), pages 469-481, June.
    38. Duncan, Greg J. & Hoffman, Saul D., 1981. "The incidence and wage effects of overeducation," Economics of Education Review, Elsevier, vol. 1(1), pages 75-86, February.
    39. Zvi Griliches, 1998. "Productivity and R&D at the Firm Level," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 100-133, National Bureau of Economic Research, Inc.
    40. Mariacristina Piva & Marco Vivarelli, 2007. "Is demand-pulled innovation equally important in different groups of firms?," Cambridge Journal of Economics, Oxford University Press, vol. 31(5), pages 691-710, September.
    41. Zvi Griliches, 1998. "R&D and Productivity: The Econometric Evidence," NBER Books, National Bureau of Economic Research, Inc, number gril98-1.
    42. Gautier, Pieter A, 2002. "Unemployment and Search Externalities in a Model with Heterogeneous Jobs and Workers," Economica, London School of Economics and Political Science, vol. 69(273), pages 21-40, February.
    43. Mowery, David & Rosenberg, Nathan, 1993. "The influence of market demand upon innovation: A critical review of some recent empirical studies," Research Policy, Elsevier, vol. 22(2), pages 107-108, April.
    44. Dosi, Giovanni & Marengo, Luigi, 2015. "The dynamics of organizational structures and performances under diverging distributions of knowledge and different power structures," Journal of Institutional Economics, Cambridge University Press, vol. 11(3), pages 535-559, September.
    45. Robst, John, 2007. "Education and job match: The relatedness of college major and work," Economics of Education Review, Elsevier, vol. 26(4), pages 397-407, August.
    46. Philipp Grunau, 2016. "The impact of overeducated and undereducated workers on establishment-level productivity: First evidence for Germany," International Journal of Manpower, Emerald Group Publishing, vol. 37(2), pages 372-392, May.
    47. Hessel Oosterbeek & Hans van Ophem, 2000. "Schooling choices: Preferences, discount rates, and rates of return," Empirical Economics, Springer, vol. 25(1), pages 15-34.
    48. Groot, Wim & Maassen van den Brink, Henriette, 2000. "Overeducation in the labor market: a meta-analysis," Economics of Education Review, Elsevier, vol. 19(2), pages 149-158, April.
    49. Scherer, F M, 1982. "Demand-Pull and Technological Invention: Schmookler Revisited," Journal of Industrial Economics, Wiley Blackwell, vol. 30(3), pages 225-237, March.
    50. van der Meer, Peter H., 2006. "The validity of two education requirement measures," Economics of Education Review, Elsevier, vol. 25(2), pages 211-219, April.
    51. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, Oxford University Press, vol. 87(3), pages 355-374.
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    Cited by:

    1. Caravella, Serenella & Crespi, Francesco & Guarascio, Dario & Tubiana, Matteo, 2020. "Competitive strategies, heterogeneous demand sources and firms’ growth trajectories," GLO Discussion Paper Series 442, Global Labor Organization (GLO).

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    More about this item

    Keywords

    labour productivity; skill mismatch; firm-level heterogeneity; knowledge- base; organizational capabilities;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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