IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2210.01535.html
   My bibliography  Save this paper

What is the Price of a Skill? The Value of Complementarity

Author

Listed:
  • Fabian Stephany
  • Ole Teutloff

Abstract

The global workforce is urged to constantly reskill, as technological change favours particular new skills while making others redundant. But which skills are a good investment for workers and firms? As skills are seldomly applied in isolation, we propose that complementarity strongly determines a skill's economic value. For 962 skills, we demonstrate that their value is strongly determined by complementarity - that is, how many different skills, ideally of high value, a competency can be combined with. We show that the value of a skill is relative, as it depends on the skill background of the worker. For most skills, their value is highest when used in combination with skills of a different type. We put our model to the test with a set of skills related to Artificial Intelligence (AI). We find that AI skills are particularly valuable - increasing worker wages by 21% on average - because of their strong complementarities and their rising demand in recent years. The model and metrics of our work can inform the policy and practice of digital re-skilling to reduce labour market mismatches. In cooperation with data and education providers, researchers and policy makers should consider using this blueprint to provide learners with personalised skill recommendations that complement their existing capacities and fit their occupational background.

Suggested Citation

  • Fabian Stephany & Ole Teutloff, 2022. "What is the Price of a Skill? The Value of Complementarity," Papers 2210.01535, arXiv.org, revised Nov 2023.
  • Handle: RePEc:arx:papers:2210.01535
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2210.01535
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    2. Paul Beaudry & David A. Green & Benjamin M. Sand, 2016. "The Great Reversal in the Demand for Skill and Cognitive Tasks," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 199-247.
    3. repec:nas:journl:v:115:y:2018:p:12630-12637 is not listed on IDEAS
    4. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    5. Ingram, Beth F. & Neumann, George R., 2006. "The returns to skill," Labour Economics, Elsevier, vol. 13(1), pages 35-59, February.
    6. Edward P. Lazear, 2004. "Balanced Skills and Entrepreneurship," American Economic Review, American Economic Association, vol. 94(2), pages 208-211, May.
    7. Keith Waters & Shade T. Shutters & Guilherme Ferraz de Arruda, 2022. "Impacts of Skill Centrality on Regional Economic Productivity and Occupational Income," Complexity, Hindawi, vol. 2022, pages 1-7, February.
    8. 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.
    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. Stephany, Fabian & Teutloff, Ole & Lehdonvirta, Vili, 2022. "What is the price of a skill? Revealing the complementary value of skills," MPRA Paper 114874, University Library of Munich, Germany.
    2. Stephany, Fabian & Teutloff, Ole, 2024. "What is the price of a skill? The value of complementarity," Research Policy, Elsevier, vol. 53(1).
    3. 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.
    4. Okumura Tsunao & Usui Emiko, 2014. "Do Parents’ Social Skills Influence Their Children’s Sociability?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 14(3), pages 1081-1116, July.
    5. Eckhardt Bode & Stephan Brunow & Ingrid Ott & Alina Sorgner, 2019. "Worker Personality: Another Skill Bias beyond Education in the Digital Age," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 254-294, November.
    6. Sandsør, Astrid Marie Jorde, 2020. "Jack-of-all-subjects? The association between individual grade variance and educational attainment," Economics of Education Review, Elsevier, vol. 75(C).
    7. Bennett, Fidel & Escudero, Verónica & Liepmann, Hannah & Podjanin, Ana, 2022. "Using Online Vacancy and Job Applicants' Data to Study Skills Dynamics," VfS Annual Conference 2022 (Basel): Big Data in Economics 264023, Verein für Socialpolitik / German Economic Association.
    8. Heckman, James J. & Jagelka, Tomáš & Kautz, Tim, 2019. "Some Contributions of Economics to the Study of Personality," IZA Discussion Papers 12753, Institute of Labor Economics (IZA).
    9. Del Bono, Emilia & Etheridge, Ben & Garcia, Paul, 2024. "The economic value of childhood socio-emotional skills," ISER Working Paper Series 2024-01, Institute for Social and Economic Research.
    10. María Ladrón de Guevara Rodríguez & Oscar David Marcenaro-Gutierrez & Luis Alejandro Lopez-Agudo, 2023. "On the Gender Gap of Soft-Skills: the Spanish Case," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(1), pages 167-197, February.
    11. Lin, Dajun & Lutter, Randall & Ruhm, Christopher J., 2018. "Cognitive performance and labour market outcomes," Labour Economics, Elsevier, vol. 51(C), pages 121-135.
    12. Szabó-Morvai, Ágnes & Kiss, Hubert János, 2022. "Különböznek-e a roma és nem roma diákok nem kognitív képességeikben? [Do Roma and non-Roma students differ in their non-cognitive abilities?]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(11), pages 1433-1456.
    13. Estrellado, Emmanuel & Charoensilp, Pimmada & Yamada, Shoko, 2023. "The effects of game-based soft skills training: A quasi-experiment with Ethiopian garment workers," International Journal of Educational Development, Elsevier, vol. 101(C).
    14. Sofie Cabus & Joanna Napierala & Stephanie Carretero, 2021. "The Returns to Non-Cognitive Skills: A Meta-Analysis," JRC Working Papers on Labour, Education and Technology 2021-06, Joint Research Centre.
    15. By Tyas Prevoo & Bas ter Weel, 2015. "The importance of early conscientiousness for socio-economic outcomes: evidence from the British Cohort Study," Oxford Economic Papers, Oxford University Press, vol. 67(4), pages 918-948.
    16. Michael J. Kottelenberg & Steven F. Lehrer, 2019. "How Skills and Parental Valuation of Education Influence Human Capital Acquisition and Early Labor Market Return to Human Capital in Canada," Journal of Labor Economics, University of Chicago Press, vol. 37(S2), pages 735-778.
    17. Flèche, Sarah & Lekfuangfu, Warn N. & Clark, Andrew E., 2021. "The long-lasting effects of family and childhood on adult wellbeing: Evidence from British cohort data," Journal of Economic Behavior & Organization, Elsevier, vol. 181(C), pages 290-311.
    18. Zenou, Yves & Boucher, Vincent & Tumen, Semih & Vlassopoulos, Michael & Wahba, Jackline, 2020. "Ethnic Mixing in Early Childhood: Evidence from a Randomized Field Experiment and a Structural Model," CEPR Discussion Papers 15528, C.E.P.R. Discussion Papers.
    19. Lennart Ziegler, 2020. "Skill Demand and Posted Wages. Evidence from Online Job Ads in Austria," Vienna Economics Papers vie2002, University of Vienna, Department of Economics.
    20. Jessica Leight & Elaine M. Liu, 2020. "Maternal Education, Parental Investment, and Noncognitive Characteristics in Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 69(1), pages 213-251.

    More about this item

    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:arx:papers:2210.01535. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.