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Skills and the graduate recruitment process: Evidence from two discrete choice experiments

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  • Humburg, M.

    (Research Centre for Educ and Labour Mark)

  • van der Velden, R.K.W.

    (Research Centre for Educ and Labour Mark)

Abstract

In this study we elicit employers’ preferences for a variety of CV attributes and types of skills when recruiting university graduates. Using two discrete choice experiments, we simulate the two common steps of the graduate recruitment process: 1) the selection of suitable candidates for job interviews based on CVs, and 2) the hiring of graduates based on observed skills. We show that in the first step, employers attach most value to CV attributes which signal a high stock of occupation-specific human capital indicating low training costs and short adjustment periods; attributes such as relevant work experience and a good match between the field of study and the job tasks. In line with the preferences in the first step, employers’ actual hiring decision is mostly influenced by graduates’ level of professional expertise and interpersonal skills. Other types of skills also play a role in the hiring decision but are less important, and can therefore not easily compensate for a lack of occupation-specific human capital and interpersonal skills.

Suggested Citation

  • Humburg, M. & van der Velden, R.K.W., 2014. "Skills and the graduate recruitment process: Evidence from two discrete choice experiments," ROA Research Memorandum 002, Maastricht University, Research Centre for Education and the Labour Market (ROA).
  • Handle: RePEc:unm:umaror:2014002
    DOI: 10.26481/umaror.2014002
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    1. Joseph G. Altonji & Charles R. Pierret, 2001. "Employer Learning and Statistical Discrimination," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 313-350.
    2. Allen, Jim & van der Velden, Rolf, 2001. "Educational Mismatches versus Skill Mismatches: Effects on Wages, Job Satisfaction, and On-the-Job Search," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 434-452, July.
    3. James Murphy & P. Allen & Thomas Stevens & Darryl Weatherhead, 2005. "A Meta-analysis of Hypothetical Bias in Stated Preference Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 30(3), pages 313-325, March.
    4. Borghans, Lex & Romans, Margo & Sauermann, Jan, 2010. "What makes a good conference? Analysing the preferences of labour economists," Labour Economics, Elsevier, vol. 17(5), pages 868-874, October.
    5. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    6. Humburg, M. & van der Velden, R.K.W., 2013. "What is expected of higher education graduates in the 21st century?," Research Memorandum 044, Maastricht University, Graduate School of Business and Economics (GSBE).
    7. Stefan Eriksson & Per Johansson & Sophie Langenskiöld, 2017. "What is the right profile for getting a job? A stated choice experiment of the recruitment process," Empirical Economics, Springer, vol. 53(2), pages 803-826, September.
    8. 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.
    9. 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.
    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. Lex Borghans & Andries de Grip (ed.), 2000. "The Overeducated Worker?," Books, Edward Elgar Publishing, number 1860.
    12. David Hensher & William Greene, 2003. "The Mixed Logit model: The state of practice," Transportation, Springer, vol. 30(2), pages 133-176, May.
    13. Biesma, R.G. & Pavlova, M. & van Merode, G.G. & Groot, W., 2007. "Using conjoint analysis to estimate employers preferences for key competencies of master level Dutch graduates entering the public health field," Economics of Education Review, Elsevier, vol. 26(3), pages 375-386, June.
    14. David Revelt & Kenneth Train, 1998. "Mixed Logit With Repeated Choices: Households' Choices Of Appliance Efficiency Level," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 647-657, November.
    15. Kenneth J. Arrow, 1998. "What Has Economics to Say about Racial Discrimination?," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 91-100, Spring.
    16. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    17. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    18. Kelly, Elish & O'Connell, Philip J. & Smyth, Emer, 2010. "The economic returns to field of study and competencies among higher education graduates in Ireland," Economics of Education Review, Elsevier, vol. 29(4), pages 650-657, August.
    19. Geoff Mason & Gareth Williams & Sue Cranmer, 2009. "Employability skills initiatives in higher education: what effects do they have on graduate labour market outcomes?," Education Economics, Taylor & Francis Journals, vol. 17(1), pages 1-30.
    20. Konstantinos Pouliakas & Ioannis Theodossiou, 2010. "Measuring the Utility Cost of Temporary Employment Contracts Before Adaptation: A Conjoint Analysis Approach," Economica, London School of Economics and Political Science, vol. 77(308), pages 688-709, October.
    21. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    22. Hensher, David A., 2010. "Hypothetical bias, choice experiments and willingness to pay," Transportation Research Part B: Methodological, Elsevier, vol. 44(6), pages 735-752, July.
    23. Sattinger, Michael, 1993. "Assignment Models of the Distribution of Earnings," Journal of Economic Literature, American Economic Association, vol. 31(2), pages 831-880, June.
    24. DeShazo, J. R. & Fermo, German, 2002. "Designing Choice Sets for Stated Preference Methods: The Effects of Complexity on Choice Consistency," Journal of Environmental Economics and Management, Elsevier, vol. 44(1), pages 123-143, July.
    25. Teijeiro, Mercedes & Rungo, Paolo & Freire, Mª Jesús, 2013. "Graduate competencies and employability: The impact of matching firms’ needs and personal attainments," Economics of Education Review, Elsevier, vol. 34(C), pages 286-295.
    26. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304.
    27. Knight, J B, 1979. "Job Competition, Occupational Productions, and Filtering Down," Oxford Economic Papers, Oxford University Press, vol. 31(2), pages 187-204, July.
    28. Schultz, Theodore W, 1975. "The Value of the Ability to Deal with Disequilibria," Journal of Economic Literature, American Economic Association, vol. 13(3), pages 827-846, September.
    29. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    30. Dennis J. Aigner & Glen G. Cain, 1977. "Statistical Theories of Discrimination in Labor Markets," ILR Review, Cornell University, ILR School, vol. 30(2), pages 175-187, January.
    31. van Beek, Krijn W. H. & Koopmans, Carl C. & van Praag, Bernard M. S., 1997. "Shopping at the labour market: A real tale of fiction," European Economic Review, Elsevier, vol. 41(2), pages 295-317, February.
    32. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
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    More about this item

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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