IDEAS home Printed from https://ideas.repec.org/a/spr/empeco/v60y2021i5d10.1007_s00181-020-01833-3.html
   My bibliography  Save this article

The effect of training on workers’ perceived job match quality

Author

Listed:
  • Yi Zhang

    (Central University of Finance and Economics
    Tilburg University)

  • Martin Salm

    (Tilburg University)

  • Arthur Soest

    (Tilburg University
    Tilburg University)

Abstract

We study the causal effect of training on job match quality using longitudinal data for a representative sample of the Dutch population. We construct an index of workers’ perceived job match quality from five survey questions on job satisfaction and on how a worker’s education and skills match with the job. Based on a dynamic linear panel data model, which accounts for potential endogeneity in training, we find that training has significantly positive short- and long-term effects on job match quality. This is mainly driven by training for human capital accumulation. Further analysis incorporating job changes shows that training for job change purpose increases the probability to change jobs, but job changes immediately following this type of training do not significantly increase job match quality. On the other hand, those who change jobs 1 year after this training do tend to get a better-matched job.

Suggested Citation

  • Yi Zhang & Martin Salm & Arthur Soest, 2021. "The effect of training on workers’ perceived job match quality," Empirical Economics, Springer, vol. 60(5), pages 2477-2498, May.
  • Handle: RePEc:spr:empeco:v:60:y:2021:i:5:d:10.1007_s00181-020-01833-3
    DOI: 10.1007/s00181-020-01833-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00181-020-01833-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00181-020-01833-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Nordin, Martin & Persson, Inga & Rooth, Dan-Olof, 2010. "Education-occupation mismatch: Is there an income penalty?," Economics of Education Review, Elsevier, vol. 29(6), pages 1047-1059, December.
    2. Ferreira, Priscila & Taylor, Mark, 2011. "Measuring match quality using subjective data," Economics Letters, Elsevier, vol. 113(3), pages 304-306.
    3. 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.
    4. repec:hal:pseose:halshs-00840901 is not listed on IDEAS
    5. Gaure, Simen & Røed, Knut & Westlie, Lars, 2012. "Job search incentives and job match quality," Labour Economics, Elsevier, vol. 19(3), pages 438-450.
    6. Bruno Crépon & Esther Duflo & Marc Gurgand & Roland Rathelot & Philippe Zamora, 2013. "Do Labor Market Policies have Displacement Effects? Evidence from a Clustered Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 531-580.
    7. 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.
    8. Lachowska, Marta & Meral, Merve & Woodbury, Stephen A., 2016. "Effects of the unemployment insurance work test on long-term employment outcomes," Labour Economics, Elsevier, vol. 41(C), pages 246-265.
    9. 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.
    10. Dale T. Mortensen, 1978. "Specific Capital, Bargaining, and Labor Turnover," Discussion Papers 320, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
    11. Ron Dekker & Andries de Grip & Hans Heijke, 2002. "The effects of training and overeducation on career mobility in a segmented labour market," International Journal of Manpower, Emerald Group Publishing Limited, vol. 23(2), pages 106-125, March.
    12. Melanie K. Jones & Richard J. Jones & Paul L. Latreille & Peter J. Sloane, 2009. "Training, Job Satisfaction, and Workplace Performance in Britain: Evidence from WERS 2004," LABOUR, CEIS, vol. 23(s1), pages 139-175, March.
    13. Andrew E. Clark, 2005. "Your Money or Your Life: Changing Job Quality in OECD Countries," British Journal of Industrial Relations, London School of Economics, vol. 43(3), pages 377-400, September.
    14. Marco Pecoraro, 2014. "Is There Still a Wage Penalty for Being Overeducated But Well-matched in Skills? A Panel Data Analysis of a Swiss Graduate Cohort," LABOUR, CEIS, vol. 28(3), pages 309-337, September.
    15. Arne L. Kalleberg & Stephen Vaisey, 2005. "Pathways to a Good Job: Perceived Work Quality among the Machinists in North America," British Journal of Industrial Relations, London School of Economics, vol. 43(3), pages 431-454, September.
    16. Jovanovic, Boyan, 1979. "Job Matching and the Theory of Turnover," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 972-990, October.
    17. Francis Green & Yu Zhu, 2010. "Overqualification, job dissatisfaction, and increasing dispersion in the returns to graduate education," Oxford Economic Papers, Oxford University Press, vol. 62(4), pages 740-763, October.
    18. Barmby, Tim & Bryson, Alex & Eberth, Barbara, 2012. "Human capital, matching and job satisfaction," Economics Letters, Elsevier, vol. 117(3), pages 548-551.
    19. Dale T. Mortensen, 1978. "Specific Capital and Labor Turnover," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 572-586, Autumn.
    20. Barmby, Tim & Bryson, Alex & Eberth, Barbara, 2012. "Human capital, matching and job satisfaction," Economics Letters, Elsevier, vol. 117(3), pages 548-551.
    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. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    23. Emilio Congregado & Jesús Iglesias & Jos頍ar𨁍illᮠ & Concepci omᮠ, 2016. "Incidence, effects, dynamics and routes out of overqualification in Europe: a comprehensive analysis distinguishing by employment status," Applied Economics, Taylor & Francis Journals, vol. 48(5), pages 411-445, January.
    24. Andrew E. Clark, 2015. "What makes a good job? Job quality and job satisfaction," IZA World of Labor, Institute of Labor Economics (IZA), pages 215-215, December.
    25. Robert H. Topel & Michael P. Ward, 1992. "Job Mobility and the Careers of Young Men," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 439-479.
    26. Richard Blundell & Monica Costa Dias & Costas Meghir & John Van Reenen, 2004. "Evaluating the Employment Impact of a Mandatory Job Search Program," Journal of the European Economic Association, MIT Press, vol. 2(4), pages 569-606, June.
    27. Le Barbanchon, Thomas, 2016. "The effect of the potential duration of unemployment benefits on unemployment exits to work and match quality in France," Labour Economics, Elsevier, vol. 42(C), pages 16-29.
    28. Clark, Andrew E., 2001. "What really matters in a job? Hedonic measurement using quit data," Labour Economics, Elsevier, vol. 8(2), pages 223-242, May.
    29. Gottschalk, Peter & Maloney, Tim, 1985. "Involuntary Terminations, Unemployment, and Job Matching: A Test of Job Search Theory," Journal of Labor Economics, University of Chicago Press, vol. 3(2), pages 109-123, April.
    30. Vahey, Shaun P., 2000. "The great Canadian training robbery: evidence on the returns to educational mismatch," Economics of Education Review, Elsevier, vol. 19(2), pages 219-227, April.
    31. Kostas Mavromaras & Seamus McGuinness & Nigel O'Leary & Peter Sloane & Zhang Wei, 2013. "Job Mismatches and Labour Market Outcomes: Panel Evidence on University Graduates," The Economic Record, The Economic Society of Australia, vol. 89(286), pages 382-395, September.
    32. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    33. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    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. Baird, Matthew D. & Engberg, John & Gutierrez, Italo A., 2022. "RCT evidence on differential impact of US job training programmes by pre-training employment status," Labour Economics, Elsevier, vol. 75(C).
    2. Vasilios D. Kosteas, 2023. "Job satisfaction and employer‐sponsored training," British Journal of Industrial Relations, London School of Economics, vol. 61(4), pages 771-795, December.

    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. Juan Acosta-Ballesteros & María del Pilar Osorno-del Rosal & Olga María Rodríguez-Rodríguez, 2018. "Overeducation of Young Workers in Spain: How Much Does the First Job Matter? Social Indicators Research," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(1), pages 109-139, July.
    2. Floro Ernesto Caroleo & Francesco Pastore, 2018. "Overeducation at a Glance. Determinants and Wage Effects of the Educational Mismatch Based on AlmaLaurea Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(3), pages 999-1032, June.
    3. Rycx, François & Santosuosso, Giulia & Vermeylen, Guillaume, 2022. "The Over-education Wage Penalty Among PhD Holders: A European Perspective," GLO Discussion Paper Series 1126, Global Labor Organization (GLO).
    4. Yih‐chyi Chuang & Chia‐Yu Liang, 2022. "Overeducation and skill mismatch of university graduates in Taiwan," Review of Development Economics, Wiley Blackwell, vol. 26(3), pages 1693-1712, August.
    5. Pérez Navarro, Marco Aurelio, 2021. "University graduates’ job-education mismatches in the Spanish labour market," MPRA Paper 109881, University Library of Munich, Germany.
    6. Manuel Salas-Velasco, 2021. "Mapping the (mis)match of university degrees in the graduate labor market," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-23, December.
    7. Berlingieri, Francesco & Erdsiek, Daniel, 2012. "How relevant is job mismatch for German graduates?," ZEW Discussion Papers 12-075, ZEW - Leibniz Centre for European Economic Research.
    8. Kihong Park, 2018. "Vertical and horizontal mismatches and career mobility: evidence from female college graduates," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 32(2), pages 109-125, November.
    9. Marco Pecoraro, 2014. "Is There Still a Wage Penalty for Being Overeducated But Well-matched in Skills? A Panel Data Analysis of a Swiss Graduate Cohort," LABOUR, CEIS, vol. 28(3), pages 309-337, September.
    10. 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.
    11. Sucharita Ghosh & Emanuele Grassi, 2020. "Overeducation and overskilling in the early careers of PhD graduates: Does international migration reduce labour market mismatch?," Papers in Regional Science, Wiley Blackwell, vol. 99(4), pages 915-944, August.
    12. Boheim, Rene & Taylor, Mark P., 2002. "The search for success: do the unemployed find stable employment?," Labour Economics, Elsevier, vol. 9(6), pages 717-735, December.
    13. repec:eee:labchp:v:3:y:1999:i:pb:p:2373-2437 is not listed on IDEAS
    14. Baert, Stijn & Cockx, Bart & Verhaest, Dieter, 2013. "Overeducation at the start of the career: Stepping stone or trap?," Labour Economics, Elsevier, vol. 25(C), pages 123-140.
    15. Kampkötter, Patrick & Petters, Lea M. & Sliwka, Dirk, 2021. "Employee identification and wages – on the economics of “Affective Commitment”," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 608-626.
    16. Boll, Christina & Leppin, Julian Sebastian, 2013. "Unterwertige Beschäftigung von Akademikerinnen und Akademikern: Umfang, Ursachen, Einkommenseffekte und Beitrag zur geschlechtsspezifischen Lohnlücke," HWWI Policy Papers 75, Hamburg Institute of International Economics (HWWI).
    17. Romina Giuliano & Benoît Mahy & François Ryckx & Guillaume Vermeylen, 2024. "Overeducation, Overskilling and Job Satisfaction in Europe: The Moderating Role of Employment Contracts," LIDAM Discussion Papers IRES 2024003, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    18. repec:kap:iaecre:v:11:y:2005:i:1:p:93-109 is not listed on IDEAS
    19. Lourdes Badillo-Amador & Antonio García-Sánchez & Luis Vila, 2005. "Mismatches in the Spanish Labor Market: Education vs. Competence Match," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 11(1), pages 93-109, February.
    20. Verhaest, Dieter & Schatteman, Tom, 2010. "Overeducation in the early career: an analysis using sequence techniques," Working Papers 2010/09, Hogeschool-Universiteit Brussel, Faculteit Economie en Management.
    21. Hanan Morsy & Adamon N. Mukasa, 2019. "Working Paper 326 - Youth Jobs, Skill and Educational Mismatches in Africa," Working Paper Series 2452, African Development Bank.
    22. Robert Gibbons & Michael Waldman, 2006. "Enriching a Theory of Wage and Promotion Dynamics inside Firms," Journal of Labor Economics, University of Chicago Press, vol. 24(1), pages 59-108, January.

    More about this item

    Keywords

    Training; Job match quality; Human capital; Job changes;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • M53 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Training

    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:spr:empeco:v:60:y:2021:i:5:d:10.1007_s00181-020-01833-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.