IDEAS home Printed from https://ideas.repec.org/a/sae/ilrrev/v78y2025i4p692-711.html

Are Soft Skills Enough? Experimental Evidence on Skill Complementarity for College Graduates

Author

Listed:
  • Adam Osman
  • Jamin D. Speer

Abstract

The authors study how complementarities in skill may affect the returns to vocational training using a randomized controlled trial in Cairo, Egypt. Participants, who were college-educated, were given either a four-week training in soft skills (e.g., grooming, time management), technical skills (e.g., Microsoft programs, English language), or a mix of the two (half of each). Findings show large differences in outcomes between the three treatments. The technical and mixed treatments do best in the short term, raising first-job income by about 15%, relative to the soft skill treatment. In the longer term, the mixed-skill treatment significantly outperforms the other two treatments, giving participants 20–27% higher income. The high returns for this group may come from increased access to jobs that require speaking English, which may be at higher-quality employers. Overall, the results suggest that curriculum details play an important role in the outcomes of vocational training programs and that leveraging skill complementarity can yield tangible benefits.

Suggested Citation

  • Adam Osman & Jamin D. Speer, 2025. "Are Soft Skills Enough? Experimental Evidence on Skill Complementarity for College Graduates," ILR Review, Cornell University, ILR School, vol. 78(4), pages 692-711, August.
  • Handle: RePEc:sae:ilrrev:v:78:y:2025:i:4:p:692-711
    DOI: 10.1177/00197939251316849
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/00197939251316849
    Download Restriction: no

    File URL: https://libkey.io/10.1177/00197939251316849?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
    ---><---

    References listed on IDEAS

    as
    1. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    2. Mikko Silliman & Hanna Virtanen, 2022. "Labor Market Returns to Vocational Secondary Education," American Economic Journal: Applied Economics, American Economic Association, vol. 14(1), pages 197-224, January.
    3. Osman, Adam & Speer, Jamin D. & Weaver, Andrew, 2022. "Connections, Referrals, and Hiring Outcomes: Evidence from an Egyptian Establishment Survey," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 342-355.
    4. David Card & Jochen Kluve & Andrea Weber, 2010. "Active Labour Market Policy Evaluations: A Meta-Analysis," Economic Journal, Royal Economic Society, vol. 120(548), pages 452-477, November.
    5. David Card & Jochen Kluve & Andrea Weber, 2018. "What Works? A Meta Analysis of Recent Active Labor Market Program Evaluations," Journal of the European Economic Association, European Economic Association, vol. 16(3), pages 894-931.
    6. Achyuta Adhvaryu & Namrata Kala & Anant Nyshadham, 2023. "Returns to On-the-Job Soft Skills Training," Journal of Political Economy, University of Chicago Press, vol. 131(8), pages 2165-2208.
    7. Joan Hamory & Marieke Kleemans & Nicholas Y Li & Edward Miguel, 2021. "Reevaluating Agricultural Productivity Gaps with Longitudinal Microdata," Journal of the European Economic Association, European Economic Association, vol. 19(3), pages 1522-1555.
    8. Kathleen Beegle & Joachim De Weerdt & Stefan Dercon, 2011. "Migration and Economic Mobility in Tanzania: Evidence from a Tracking Survey," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 1010-1033, August.
    9. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    10. de Nicola, Francesca & Giné, Xavier, 2014. "How accurate are recall data? Evidence from coastal India," Journal of Development Economics, Elsevier, vol. 106(C), pages 52-65.
    11. Dirk Krueger & Krishna B. Kumar, 2004. "Skill-Specific rather than General Education: A Reason for US--Europe Growth Differences?," Journal of Economic Growth, Springer, vol. 9(2), pages 167-207, June.
    12. Catherine J. Weinberger, 2014. "The Increasing Complementarity between Cognitive and Social Skills," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 849-861, December.
    13. Eric Brunner & Shaun Dougherty & Stephen Ross, 2019. "The Effects of Career and Technical Education: Evidence from the Connecticut Technical High School System," Working Papers 2019-047, Human Capital and Economic Opportunity Working Group.
    14. Eric A. Hanushek & Guido Schwerdt & Ludger Woessmann & Lei Zhang, 2017. "General Education, Vocational Education, and Labor-Market Outcomes over the Lifecycle," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 48-87.
    15. Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2014. "Inference on Treatment Effects after Selection among High-Dimensional Controlsâ€," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 608-650.
    16. Matthew Groh & Nandini Krishnan & David McKenzie & Tara Vishwanath, 2016. "Do Wage Subsidies Provide a Stepping-Stone to Employment for Recent College Graduates? Evidence from a Randomized Experiment in Jordan," The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 488-502, July.
    17. Ragui Assaad & Caroline Krafft, 2013. "The Egypt labor market panel survey: introducing the 2012 round," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-30, December.
    18. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    19. Isaac Mbiti & Karthik Muralidharan & Mauricio Romero & Youdi Schipper & Constantine Manda & Rakesh Rajani, 2019. "Inputs, Incentives, and Complementarities in Education: Experimental Evidence from Tanzania," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1627-1673.
    20. David J. Deming, 2017. "The Growing Importance of Social Skills in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1593-1640.
    Full references (including those not matched with items on IDEAS)

    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. David J. Deming & Mikko I. Silliman, 2024. "Skills and Human Capital in the Labor Market," NBER Working Papers 32908, National Bureau of Economic Research, Inc.
    2. Christina Langer & Simon Wiederhold, 2023. "The Value of Early-Career Skills," Working Papers 222, Bavarian Graduate Program in Economics (BGPE).
    3. Felipe Barrera-Osorio & Adriana Kugler & Mikko Silliman, 2023. "Hard and Soft Skills in Vocational Training: Experimental Evidence from Colombia," The World Bank Economic Review, World Bank, vol. 37(3), pages 409-436.
    4. Calero, Carla & Gonzalez Diez, Veronica & Soares, Yuri S.D. & Kluve, Jochen & Corseuil, Carlos Henrique, 2017. "Can arts-based interventions enhance labor market outcomes among youth? Evidence from a randomized trial in Rio de Janeiro," Labour Economics, Elsevier, vol. 45(C), pages 131-142.
    5. Eva m. Berger & Guenther Koenig & Henning Müller & Felix Schmidt & Daniel Schunk, 2017. "Self-Regulation Training and Job Search Effort: A Natural Field Experiment within an Active Labor Market Program," Working Papers 1712, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    6. Falck, Oliver & Guo, Yuchen & Langer, Christina & Lindlacher, Valentin & Wiederhold, Simon, 2026. "Firm training, automation, and wages: International worker-level evidence," Research Policy, Elsevier, vol. 55(3).
    7. Bellés-Obrero, Cristina & Duchini, Emma, 2021. "Who benefits from general knowledge?," Economics of Education Review, Elsevier, vol. 85(C).
    8. Eva M. Berger & Guenther Koenig & Henning Mueller & Felix Schmidt & Daniel Schunk, 2016. "Self-Regulation Training, Labor Market Reintegration of Unemployed Individuals, and Locus of Control Evidence from a Natural Field Experiment," Working Papers 1622, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz, revised 2016.
    9. Camargo Juliana & Lima Lycia & Riva Flavio & Souza André Portela, 2021. "Technical Education, Non-cognitive Skills and Labor Market Outcomes: Experimental Evidence from Brazil," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 10(1), pages 1-34, January.
    10. Huang, Zibin & Liu, Yinan & Ma, Mingming & Yang, Leo Yang, 2025. "Biting the hand that teaches: Unraveling the economic impact of banning private tutoring in China," Journal of Comparative Economics, Elsevier, vol. 53(4), pages 954-976.
    11. Falck, Oliver & Guo, Yuchen & Langer, Christina & Lindlacher, Valentin & Wiederhold, Simon, 2024. "Training, Automation, and Wages: International Worker-Level Evidence," IZA Discussion Papers 17503, IZA Network @ LISER.
    12. repec:ces:ceswps:_11533 is not listed on IDEAS
    13. Berger, Eva M. & Hermes, Henning & Koenig, Guenther & Schmidt, Felix & Schunk, Daniel, 2022. "Self-regulation training and job search input: A natural field experiment within an active labor market program," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 98(C).
    14. Leduc, Elisabeth & Tojerow, Ilan, 2020. "Subsidizing Domestic Services as a Tool to Fight Unemployment: Effectiveness and Hidden Costs," IZA Discussion Papers 13544, IZA Network @ LISER.
    15. Calderone, Margherita & Fiala, Nathan & Melyoki, Lemayon Lemilia & Schoofs, Annekathrin & Steinacher, Rachel, 2022. "Making intense skills training work at scale: Evidence on business and labor market outcomes in Tanzania," Ruhr Economic Papers 950, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    16. Celeste K. Carruthers & Christopher Jepsen, 2020. "Vocational Education: An International Perspective," CESifo Working Paper Series 8718, CESifo.
    17. Acevedo, Paloma & Cruces, Guillermo & Gertler, Paul & Martinez, Sebastian, 2020. "How vocational education made women better off but left men behind," Labour Economics, Elsevier, vol. 65(C).
    18. Brudevold-Newman,Andrew Peter & Ubfal,Diego Javier, 2023. "Returns to Soft Skills Training in Rwanda," Policy Research Working Paper Series 10489, The World Bank.
    19. Ollikainen, Jani-Petteri, 2021. "Comprehensive school reform and labor market outcomes over the lifecycle: Evidence from Finland," Labour Economics, Elsevier, vol. 68(C).
    20. Amanda Chuan & Christian Lyhne Ibsen, 2022. "Skills for the Future? A Life Cycle Perspective on Systems of Vocational Education and Training," ILR Review, Cornell University, ILR School, vol. 75(3), pages 638-664, May.
    21. David Deming & Lisa B. Kahn, 2018. "Skill Requirements across Firms and Labor Markets: Evidence from Job Postings for Professionals," Journal of Labor Economics, University of Chicago Press, vol. 36(S1), pages 337-369.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:sae:ilrrev:v:78:y:2025:i:4:p:692-711. 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: SAGE Publications (email available below). General contact details of provider: http://www.ilr.cornell.edu .

    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.