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Heterogeneity of Skill Needs and Job Complexity: Evidence from the OECD PIAAC Survey

Author

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  • Pouliakas, Konstantinos

    (European Centre for the Development of Vocational Training (Cedefop))

  • Russo, Giovanni

    (European Centre for the Development of Vocational Training (Cedefop))

Abstract

We use information from the new OECD Survey of Adult Skills (PIAAC) to investigate the link between job tasks and cognitive skill demand in 22 advanced economies. Skill demand is operationalized by the assessed literacy and numeracy skills of workers with well-matched skills to their job duties. Jobs are categorised according to the nature of tasks, including the intensity of abstract reasoning, employee latitude, interactivity or manual work. The analysis confirms the significant relation between task complexity and higher skill needs. The significant relation holds independently of the endogenous supply of formal human capital, occupational or industrial structure and other job or individual characteristics. The results confirm the (indirect) mapping between tasks and skills as predicted by the task approach to labour economics. Given the marked heterogeneity in workplace practices adopted by employers, it is clear that enterprise level workplace development policies are warranted as enablers of skills matching and higher labour productivity.

Suggested Citation

  • Pouliakas, Konstantinos & Russo, Giovanni, 2015. "Heterogeneity of Skill Needs and Job Complexity: Evidence from the OECD PIAAC Survey," IZA Discussion Papers 9392, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp9392
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    as
    1. 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.
    2. Michael Gibbs & Alec Levenson & Cindy Zoghi, 2010. "Why are jobs designed the way they are?," Research in Labor Economics, in: Jobs, Training, and Worker Well-being, pages 107-154, Emerald Group Publishing Limited.
    3. Brenzel, Hanna & Gartner, Hermann & Schnabel, Claus, 2014. "Wage bargaining or wage posting? Evidence from the employers' side," Labour Economics, Elsevier, vol. 29(C), pages 41-48.
    4. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    5. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    6. repec:dau:papers:123456789/10093 is not listed on IDEAS
    7. Robert E. Hall & Alan B. Krueger, 2012. "Evidence on the Incidence of Wage Posting, Wage Bargaining, and On-the-Job Search," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(4), pages 56-67, October.
    8. David H. Autor & Michael J. Handel, 2013. "Putting Tasks to the Test: Human Capital, Job Tasks, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
    9. P. J. Sloane & H. Battu & P. T. Seaman, 1999. "Overeducation, undereducation and the British labour market," Applied Economics, Taylor & Francis Journals, vol. 31(11), pages 1437-1453.
    10. 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.
    11. Bloom, Nicholas & Van Reenen, John, 2011. "Human Resource Management and Productivity," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 19, pages 1697-1767, Elsevier.
    12. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    13. 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.
    14. Isabelle Huault & V. Perret & S. Charreire-Petit, 2007. "Management," Post-Print halshs-00337676, HAL.
    15. Eve Caroli & John Van Reenen, 2001. "Skill-Biased Organizational Change? Evidence from A Panel of British and French Establishments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(4), pages 1449-1492.
    16. Michele Pellizzari & Anne Fichen, 2013. "A New Measure of Skills Mismatch: Theory and Evidence from the Survey of Adult Skills (PIAAC)," OECD Social, Employment and Migration Working Papers 153, OECD Publishing.
    17. 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.
    18. Michele Pellizzari, 2011. "Employers' Search and the Efficiency of Matching," British Journal of Industrial Relations, London School of Economics, vol. 49(1), pages 25-53, March.
    19. Prendergast, Canice J, 1995. "A Theory of Responsibility in Organizations," Journal of Labor Economics, University of Chicago Press, vol. 13(3), pages 387-400, July.
    20. Bauer, Thomas K., 2004. "High Performance Workplace Practices and Job Satisfaction: Evidence from Europe," IZA Discussion Papers 1265, Institute of Labor Economics (IZA).
    21. Casey Ichniowski & Kathryn Shaw, 2003. "Beyond Incentive Pay: Insiders' Estimates of the Value of Complementary Human Resource Management Practices," Journal of Economic Perspectives, American Economic Association, vol. 17(1), pages 155-180, Winter.
    22. John Paul Macduffie, 1995. "Human Resource Bundles and Manufacturing Performance: Organizational Logic and Flexible Production Systems in the World Auto Industry," ILR Review, Cornell University, ILR School, vol. 48(2), pages 197-221, January.
    23. Ichniowski, Casey & Shaw, Kathryn & Prennushi, Giovanna, 1997. "The Effects of Human Resource Management Practices on Productivity: A Study of Steel Finishing Lines," American Economic Review, American Economic Association, vol. 87(3), pages 291-313, June.
    24. 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.
    25. Allen, J.P. & Levels, M. & van der Velden, R.K.W., 2013. "Skill mismatch and skill use in developed countries: Evidence from the PIAAC study," ROA Research Memorandum 017, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    26. Konstantinos Pouliakas & Ioannis Theodossiou, 2013. "The Economics Of Health And Safety At Work: An Interdiciplinary Review Of The Theory And Policy," Journal of Economic Surveys, Wiley Blackwell, vol. 27(1), pages 167-208, February.
    27. Allen, J.P. & Levels, M. & van der Velden, R.K.W., 2013. "Skill mismatch and use in developed countries: Evidence from the PIAAC study," Research Memorandum 061, Maastricht University, Graduate School of Business and Economics (GSBE).
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    Cited by:

    1. Rita K. Almeida & Ana M. Fernandes & Mariana Viollaz, 2017. "Does the Adoption of Complex Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms," CEDLAS, Working Papers 0214, CEDLAS, Universidad Nacional de La Plata.
    2. Mane, Ferran & Miravet, Daniel, 2016. "Using the job requirements approach and matched employer-employee data to investigate the content of individuals' human capital," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 49(2), pages 133-155.
    3. Russo, Giovanni, 2016. "Job Design and Skill Developments in the Workplace," IZA Discussion Papers 10207, Institute of Labor Economics (IZA).
    4. Pouliakas, Konstantinos, 2020. "Working at Home in Greece: Unexplored Potential at Times of Social Distancing?," IZA Discussion Papers 13408, Institute of Labor Economics (IZA).
    5. Martina Bisello & Marta Fana & Enrique Fernández-Macías & Sergio Torrejón Pérez, 2021. "A comprehensive European database of tasks indices for socio-economic research," JRC Working Papers on Labour, Education and Technology 2021-04, Joint Research Centre.
    6. Seamus McGuinness & Konstantinos Pouliakas & Paul Redmond, 2018. "Skills Mismatch: Concepts, Measurement And Policy Approaches," Journal of Economic Surveys, Wiley Blackwell, vol. 32(4), pages 985-1015, September.
    7. Giovanni Russo, 2017. "Skill utilization at work: Opportunity and motivation," IZA World of Labor, Institute of Labor Economics (IZA), pages 409-409, December.
    8. Marta Fana & CIRILLO Valeria & GUARASCIO Dario & TUBIANA Matteo, 2020. "A Comparative national tasks database," JRC Working Papers on Labour, Education and Technology 2020-13, Joint Research Centre.
    9. Jelena Stankoviæ & Marija Džuniæ & Srðan Marinkoviæ, 2021. "Urban employment in post-transition economies: skill mismatch in the local labor market," Zbornik radova Ekonomskog fakulteta u Rijeci/Proceedings of Rijeka Faculty of Economics, University of Rijeka, Faculty of Economics and Business, vol. 39(2), pages 279-297.
    10. Russo, Giovanni & Van Houten, Gijs, 2021. "Complex Job Design and Layers of Hierarchy," IZA Discussion Papers 14455, Institute of Labor Economics (IZA).
    11. Ashley Pullman & Britta Gauly & Clemens M. Lechner, 2021. "Short-term earnings mobility in the Canadian and German context: the role of cognitive skills," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-19, December.

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    More about this item

    Keywords

    skills; tasks; skill demand; job complexity; PIAAC; mismatch;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • M12 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Personnel Management; Executives; Executive Compensation
    • M54 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Labor Management

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