IDEAS home Printed from https://ideas.repec.org/p/diw/diwsop/diw_sp890.html
   My bibliography  Save this paper

Locus of Control and Investment in Training

Author

Listed:
  • Marco Caliendo
  • Deborah A. Cobb-Clark
  • Helke Seitz
  • Arne Uhlendorff

Abstract

This paper extends standard models of work-related training by explicitly incorporating workers' locus of control into the investment decision. Our model both differentiates between general and specific training and accounts for the role of workers and firms in training decisions. Workers with an internal locus of control are predicted to engage in more general training than are their external co-workers because their subjective expected investment returns are higher. In contrast, we expect little relationship between specific training and locus of control because training returns largely accrue to firms rather than workers. We then empirically test the predictions of our model using data from the German Socioeconomic Panel (SOEP). We find that, consistent with our model, locus of control is related to participation in general but not specific training. Moreover, we provide evidence that locus of control influences participation in general training through its effect on workers' expectations about future wage increases. Specifically, general training is associated with a much larger increase in the expected likelihood of receiving a future pay raise for those with an internal rather than external locus of control, while we do not find any relationship in the case of specific training. Actual post-training wages for those who receive general or specific training do not depend on locus of control.

Suggested Citation

  • Marco Caliendo & Deborah A. Cobb-Clark & Helke Seitz & Arne Uhlendorff, 2016. "Locus of Control and Investment in Training," SOEPpapers on Multidisciplinary Panel Data Research 890, DIW Berlin, The German Socio-Economic Panel (SOEP).
  • Handle: RePEc:diw:diwsop:diw_sp890
    as

    Download full text from publisher

    File URL: https://www.diw.de/documents/publikationen/73/diw_01.c.550508.de/diw_sp0890.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Taehyun Ahn, 2015. "Locus Of Control And Job Turnover," Economic Inquiry, Western Economic Association International, vol. 53(2), pages 1350-1365, April.
    2. Anke S. Kessler & Christoph Lülfesmann, 2006. "The Theory of Human Capital Revisited: on the Interaction of General and Specific Investments," Economic Journal, Royal Economic Society, vol. 116(514), pages 903-923, October.
    3. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Sinning, Mathias G., 2016. "Locus of control and savings," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 113-130.
    4. Daron Acemoglu & Jörn-Steffen Pischke, 1998. "Why Do Firms Train? Theory and Evidence," The Quarterly Journal of Economics, Oxford University Press, vol. 113(1), pages 79-119.
    5. Wiji Arulampalam & Alison L. Booth, 1997. "Who gets over the training hurdle? A study of the training experiences of young men and women in Britain," Journal of Population Economics, Springer;European Society for Population Economics, vol. 10(2), pages 197-217.
    6. Carla Haelermans & Lex Borghans, 2012. "Wage Effects of On-the-Job Training: A Meta-Analysis," British Journal of Industrial Relations, London School of Economics, vol. 50(3), pages 502-528, September.
    7. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    8. repec:taf:applec:45:y:2013:i:18:p:2587-2601 is not listed on IDEAS
    9. Didier Fouarge & Trudie Schils & Andries de Grip, 2013. "Why do low-educated workers invest less in further training?," Applied Economics, Taylor & Francis Journals, vol. 45(18), pages 2587-2601, June.
    10. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Schurer, Stefanie, 2014. "Healthy habits: The connection between diet, exercise, and locus of control," Journal of Economic Behavior & Organization, Elsevier, vol. 98(C), pages 1-28.
    11. repec:eme:rlepps:v:18:y:1999:i:1999:p:303-330 is not listed on IDEAS
    12. 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.
    13. Wolter, Stefan C. & Ryan, Paul, 2011. "Apprenticeship," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 11, pages 521-576, Elsevier.
    14. Peter, Frauke H. & Zambre, Vaishali, 2017. "Intended college enrollment and educational inequality: Do students lack information?," Economics of Education Review, Elsevier, vol. 60(C), pages 125-141.
    15. Marco Caliendo & Deborah A. Cobb-Clark & Arne Uhlendorff, 2015. "Locus of Control and Job Search Strategies," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 88-103, March.
    16. Judith Offerhaus, 2013. "The Type to Train?: Impacts of Personality Characteristics on Further Training Participation," SOEPpapers on Multidisciplinary Panel Data Research 531, DIW Berlin, The German Socio-Economic Panel (SOEP).
    17. Richard Blundell & Lorraine Dearden & Costas Meghir & Barbara Sianesi, 1999. "Human capital investment: the returns from education and training to the individual, the firm and the economy," Fiscal Studies, Institute for Fiscal Studies, vol. 20(1), pages 1-23, March.
    18. Heineck, Guido & Anger, Silke, 2010. "The returns to cognitive abilities and personality traits in Germany," Labour Economics, Elsevier, vol. 17(3), pages 535-546, June.
    19. Lisa M. Lynch & Sandra E. Black, 1998. "Beyond the Incidence of Employer-Provided Training," ILR Review, Cornell University, ILR School, vol. 52(1), pages 64-81, October.
    20. Jaik, Katharina & Wolter, Stefan C., 2016. "Lost in Transition: The Influence of Locus of Control on Delaying Educational Decisions," IZA Discussion Papers 10191, Institute of Labor Economics (IZA).
    21. Lynch, Lisa M, 1992. "Private-Sector Training and the Earnings of Young Workers," American Economic Review, American Economic Association, vol. 82(1), pages 299-312, March.
    22. Rita Asplund, 2005. "The Provision and Effects of Company Training: A Brief Review of the Literature," Nordic Journal of Political Economy, Nordic Journal of Political Economy, vol. 31, pages 47-73.
    23. Margo Coleman & Thomas DeLeire, 2003. "An Economic Model of Locus of Control and the Human Capital Investment Decision," Journal of Human Resources, University of Wisconsin Press, vol. 38(3).
    24. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    25. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 3, number 3, June.
    26. Rémi Piatek & Pia Pinger, 2016. "Maintaining (Locus of) Control? Data Combination for the Identification and Inference of Factor Structure Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(4), pages 734-755, June.
    27. Hans Gersbach & Armin Schmutzler, 2012. "Product markets and industry-specific training," RAND Journal of Economics, RAND Corporation, vol. 43(3), pages 475-491, September.
    28. Groves, Melissa Osborne, 2005. "How important is your personality? Labor market returns to personality for women in the US and UK," Journal of Economic Psychology, Elsevier, vol. 26(6), pages 827-841, December.
    29. Hansemark, Ove C., 2003. "Need for achievement, locus of control and the prediction of business start-ups: A longitudinal study," Journal of Economic Psychology, Elsevier, vol. 24(3), pages 301-319, June.
    30. Edward P. Lazear, 2009. "Firm-Specific Human Capital: A Skill-Weights Approach," Journal of Political Economy, University of Chicago Press, vol. 117(5), pages 914-940, October.
    31. Hashimoto, Masanori, 1981. "Firm-Specific Human Capital as a Shared Investment," American Economic Review, American Economic Association, vol. 71(3), pages 475-482, June.
    32. Daron Acemoglu, 1997. "Training and Innovation in an Imperfect Labour Market," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 445-464.
    33. Andrew D. McGee, 2015. "How the Perception of Control Influences Unemployed Job Search," ILR Review, Cornell University, ILR School, vol. 68(1), pages 184-211, January.
    34. Katz, Eliakim & Ziderman, Adrian, 1990. "Shared investment in general training : the role of information," Policy Research Working Paper Series 535, The World Bank.
    35. Giorgio Brunello & Pietro Garibaldi & Etienne Wasmer, 2007. "Education and training in Europe," SciencePo Working papers Main hal-03415950, HAL.
    36. Stevens, Margaret, 1994. "An Investment Model for the Supply of Training by Employers," Economic Journal, Royal Economic Society, vol. 104(424), pages 556-570, May.
    37. Chang, Chun & Wang, Yijiang, 1996. "Human Capital Investment under Asymmetric Information: The Pigovian Conjecture Revisited," Journal of Labor Economics, University of Chicago Press, vol. 14(3), pages 505-519, July.
    38. Edwin Leuven, 2005. "The Economics of Private Sector Training: A Survey of the Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 19(1), pages 91-111, February.
    39. Semykina, Anastasia & Linz, Susan J., 2007. "Gender differences in personality and earnings: Evidence from Russia," Journal of Economic Psychology, Elsevier, vol. 28(3), pages 387-410, June.
    40. Alison L. Booth & Mark L. Bryan, 2007. "Who Pays for General Training in Private Sector Britain?," Research in Labor Economics, in: Aspects of Worker Well-Being, pages 85-123, Emerald Group Publishing Limited.
    41. Katz, Eliakim & Ziderman, Adrian, 1990. "Investment in General Training: The Role of Information and Labour Mobility," Economic Journal, Royal Economic Society, vol. 100(403), pages 1147-1158, December.
    42. Booth, Alison & Zoega, Gylfi, 2000. "Why Do Firms Invest in General Training? 'Good' Firms and 'Bad' Firms as a Source of Monopsony Power," CEPR Discussion Papers 2536, C.E.P.R. Discussion Papers.
    43. Bassanini, Andrea & Booth, Alison L. & Brunello, Giorgio & De Paola, Maria & Leuven, Edwin, 2005. "Workplace Training in Europe," IZA Discussion Papers 1640, Institute of Labor Economics (IZA).
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Locus of Control and Investment in Training
      by maximorossi in NEP-LTV blog on 2017-02-07 23:31:22

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cheng, Zhiming & Guo, Liwen & Smyth, Russell & Tani, Massimiliano, 2022. "Childhood adversity and energy poverty," Energy Economics, Elsevier, vol. 111(C).
    2. Messina, Julián & Sanz-de-Galdeano, Anna & Terskaya, Anastasia, 2024. "Birds of a Feather Earn Together. Gender and Peer Effects at the Workplace," IZA Discussion Papers 16721, Institute of Labor Economics (IZA).
    3. Ruhose, Jens & Thomsen, Stephan L. & Weilage, Insa, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," IZA Discussion Papers 11854, Institute of Labor Economics (IZA).
    4. Prakash, Kushneel & Awaworyi Churchill, Sefa & Smyth, Russell, 2022. "Are you puffing your Children's future away? Energy poverty and childhood exposure to passive smoking," Economic Modelling, Elsevier, vol. 114(C).
    5. Bernd Fitzenberger & Gary Mena & Jan Nimczik & Uwe Sunde, 2022. "Personality Traits Across the Life Cycle: Disentangling Age, Period and Cohort Effects," The Economic Journal, Royal Economic Society, vol. 132(646), pages 2141-2172.
    6. Bode, Eckhardt & Gold, Robert, 2018. "Adult training in the digital age," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-14.
    7. Caliendo, Marco & Cobb-Clark, Deborah A. & Silva Goncalves, Juliana & Uhlendorff, Arne, 2023. "Locus of Control and the Preference for Agency," IZA Discussion Papers 16061, Institute of Labor Economics (IZA).
    8. Preuss, Malte & Hennecke, Juliane, 2017. "Biased by success and failure: How unemployment shapes stated locus of control," Discussion Papers 2017/29, Free University Berlin, School of Business & Economics.
    9. Marco Caliendo & Juliane Hennecke, 2022. "Drinking is different! Examining the role of locus of control for alcohol consumption," Empirical Economics, Springer, vol. 63(5), pages 2785-2815, November.
    10. Laible, Marie-Christine & Anger, Silke & Baumann, Martina, 2020. "Personality Traits and Further Training," IAB-Discussion Paper 202034, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    11. Sharma, Smriti & Tarp, Finn, 2018. "Does managerial personality matter? Evidence from firms in Vietnam," Journal of Economic Behavior & Organization, Elsevier, vol. 150(C), pages 432-445.
    12. Budría, Santiago & Betancourt-Odio, Alejandro & Wirth, Eszter, 2023. "Does internal locus of control get you out of homelessness?," Economics Letters, Elsevier, vol. 230(C).
    13. Sauermann, Jan, 2015. "Worker Reciprocity and the Returns to Training: Evidence from a Field Experiment," IZA Discussion Papers 9179, Institute of Labor Economics (IZA).
    14. David W. Johnston & Claryn S. J. Kung & Michael A. Shields, 2021. "Who is resilient in a time of crisis? The importance of financial and non‐financial resources," Health Economics, John Wiley & Sons, Ltd., vol. 30(12), pages 3051-3073, December.
    15. Caliendo, Marco & Cobb-Clark, Deborah A. & Hennecke, Juliane & Uhlendorff, Arne, 2019. "Locus of control and internal migration," Regional Science and Urban Economics, Elsevier, vol. 79(C).
    16. Caliendo, Marco & Cobb-Clark, Deborah A. & Hennecke, Juliane & Uhlendorff, Arne, 2019. "Locus of control and internal migration," Regional Science and Urban Economics, Elsevier, vol. 79(C).
    17. Andrew E Clark & Rong Zhu, 2023. "Taking Back Control? Quasi-Experimental Evidence on the Impact of Retirement on Locus of Control," Working Papers halshs-04335808, HAL.
    18. Caliendo, Marco & Cobb-Clark, Deborah A. & Obst, Cosima & Uhlendorff, Arne, 2023. "Risk preferences and training investments," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 668-686.
    19. Jens Ruhose & Stephan L. Thomsen & Insa Weilage, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," SOEPpapers on Multidisciplinary Panel Data Research 1004, DIW Berlin, The German Socio-Economic Panel (SOEP).
    20. Lafortune, Jeanne & Pugatch, Todd & Tessada, José & Ubfal, Diego, 2022. "Can Interactive Online Training Make High School Students More Entrepreneurial? Experimental Evidence from Rwanda," IZA Discussion Papers 15064, Institute of Labor Economics (IZA).
    21. Klauser, Roman & Tamm, Marcus, 2023. "Technological Change and Returns to Training," IZA Discussion Papers 16659, Institute of Labor Economics (IZA).
    22. Ruhose, Jens & Thomsen, Stephan L. & Weilage, Insa, 2019. "The benefits of adult learning: Work-related training, social capital, and earnings," Economics of Education Review, Elsevier, vol. 72(C), pages 166-186.
    23. Szabó-Morvai Ágnes & Hubert János Kiss, 2020. "Locus of control and Human Capital Investment Decisions: The Role of Effort, Parental Preferences and Financial Constraints," CERS-IE WORKING PAPERS 2055, Institute of Economics, Centre for Economic and Regional Studies.
    24. Budría, Santiago & Betancourt-Odio, Alejandro & Wirth, Eszter, 2023. "Does Internal Locus of Control Get You Out of Homelessness?," IZA Discussion Papers 16242, Institute of Labor Economics (IZA).
    25. Ruhose, Jens & Thomsen, Stephan, 2017. "Non-Monetary Benefits of Continuous Training," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168169, Verein für Socialpolitik / German Economic Association.

    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. John S Heywood & Uwe Jirjahn & Annika Pfister, 2020. "Product market competition and employer provided training in Germany [Technical change, inequality and the labor market]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 29(2), pages 533-556.
    2. Deborah Cobb-Clark, 2015. "Locus of control and the labor market," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-19, December.
    3. Szabó-Morvai, Ágnes & Kiss, Hubert János & Károlyi, Róbert, 2023. "Kontrollhely Magyarországon - egy reprezentatív felmérés eredményei [Locus of Control in Hungary: The results of a representative survey]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(7), pages 847-871.
    4. Xue, Sen & Kidd, Michael P. & Le, Anh.T. & Kirk, Kathy & Martin, Nicholas G., 2020. "The role of locus of control in adulthood outcomes: Evidence from Australian twins," Journal of Economic Behavior & Organization, Elsevier, vol. 179(C), pages 566-588.
    5. Rita Asplund, 2005. "The Provision and Effects of Company Training: A Brief Review of the Literature," Nordic Journal of Political Economy, Nordic Journal of Political Economy, vol. 31, pages 47-73.
    6. Dan A. Black & Lars Skipper & Jeffrey A. Smith & Jeffrey Andrew Smith, 2023. "Firm Training," CESifo Working Paper Series 10268, CESifo.
    7. Xue, Sen & Kidd, Michael P. & Le, Anh T. & Kirk, Kathy & Martin, Nicholas G., 2019. "The Role of Locus of Control in Education, Occupation, Income and Healthy Habits: Evidence from Australian Twins," GLO Discussion Paper Series 371, Global Labor Organization (GLO).
    8. Christos Bilanakos & Colin P. Green & John S. Heywood & Nikolaos Theodoropoulos, 2017. "Do Dominant Firms Provide More Training?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(1), pages 67-95, February.
    9. Szabó-Morvai Ágnes & Hubert János Kiss, 2020. "Locus of control and Human Capital Investment Decisions: The Role of Effort, Parental Preferences and Financial Constraints," CERS-IE WORKING PAPERS 2055, Institute of Economics, Centre for Economic and Regional Studies.
    10. Pfeifer, Christian & Janssen, Simon & Yang, Philip & Backes-Gellner, Uschi, 2010. "Training Participation of an Aging Workforce in an Internal Labor Market," Hannover Economic Papers (HEP) dp-447, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    11. Asplund, Rita, 2004. "The Provision and Effects of Company Training. A brief review of the literature," Discussion Papers 907, The Research Institute of the Finnish Economy.
    12. Dietz, Daniel & Zwick, Thomas, 2016. "The retention effect of training: Portability, visibility, and credibility," ZEW Discussion Papers 16-011, ZEW - Leibniz Centre for European Economic Research.
    13. By Barbara Mueller & Jürg Schweri, 2015. "How specific is apprenticeship training? Evidence from inter-firm and occupational mobility after graduation," Oxford Economic Papers, Oxford University Press, vol. 67(4), pages 1057-1077.
    14. Pinger, Pia & Schäfer, Sebastian & Schumacher, Heiner, 2018. "Locus of control and consistent investment choices," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 75(C), pages 66-75.
    15. Yanick Labrie & Claude Montmarquette, 2005. "La formation qualifiante et transférable en milieu de travail," CIRANO Project Reports 2005rp-04, CIRANO.
    16. Caliendo, Marco & Cobb-Clark, Deborah A. & Obst, Cosima & Uhlendorff, Arne, 2023. "Risk preferences and training investments," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 668-686.
    17. Steffes, Susanne & Warnke, Arne Jonas, 2019. "Determinants of work-related training: An investigation of observed and unobserved firm-, job- and worker-heterogeneity," ZEW Discussion Papers 19-022, ZEW - Leibniz Centre for European Economic Research.
    18. Caliendo, Marco & Cobb-Clark, Deborah A. & Hennecke, Juliane & Uhlendorff, Arne, 2019. "Locus of control and internal migration," Regional Science and Urban Economics, Elsevier, vol. 79(C).
    19. Rao, Neel, 2015. "General training in labor markets: Common value auctions with unobservable investment," Journal of Economic Behavior & Organization, Elsevier, vol. 120(C), pages 19-45.
    20. Jens Ruhose & Stephan L. Thomsen & Insa Weilage, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," CESifo Working Paper Series 7268, CESifo.

    More about this item

    Keywords

    Human Capital Investment; On-the-job Training; Locus of Control; Wage Expectations;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:diw:diwsop:diw_sp890. 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: Bibliothek (email available below). General contact details of provider: https://edirc.repec.org/data/sodiwde.html .

    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.