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Estimating the Determinants of Supply of Computing, Problem-Solving, Communication, Social, and Teamworking Skills

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  • Green, Francis
  • Ashton, David
  • Felstead, Alan

Abstract

We investigate the sources of supply of several core skills, using an innovative approach to skills measurement that involves adapting a job analysis methodology and applying it in a survey context. We then estimate the determinants of skills supply using a production function model. The main findings are: (i) prior education and work experience have generally positive but diminishing marginal impacts on skills, consistent with the earnings function literature; (ii) off-the-job training is productive of most types of skill, while on-the-job training is effective for the generation of problem-solving and team-working skills. Both types of training are transferable from previous employers; (iii) more education enhances the development of computing skills at work, but with respect to other core skills, less educated workers make up for their lower education through more work-based learning; and (iv) there is a strong association between the presence of some new or flexible organisation characteristics and both the level and growth of all types of skills. We argue overall that the contribution of work-based learning to skills development is more important than normally allowed for in the skills policy discourse. Copyright 2001 by Oxford University Press.

Suggested Citation

  • Green, Francis & Ashton, David & Felstead, Alan, 2001. "Estimating the Determinants of Supply of Computing, Problem-Solving, Communication, Social, and Teamworking Skills," Oxford Economic Papers, Oxford University Press, vol. 53(3), pages 406-433, July.
  • Handle: RePEc:oup:oxecpp:v:53:y:2001:i:3:p:406-33
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    Cited by:

    1. Adriaan van Zon & Robert Antonietti, 2004. "On the Role of Education and Training as Drivers of Growth," DEGIT Conference Papers c009_027, DEGIT, Dynamics, Economic Growth, and International Trade.
    2. repec:ilo:ilowps:402810 is not listed on IDEAS
    3. Léné, Alexandre, 2011. "Occupational downgrading and bumping down: The combined effects of education and experience," Labour Economics, Elsevier, vol. 18(2), pages 257-269, April.
    4. Hans Heijke & Christoph Meng & Ger Ramaekers, 2003. "An investigation into the role of human capital competences and their pay‐off," International Journal of Manpower, Emerald Group Publishing Limited, vol. 24(7), pages 750-773, November.
    5. Destré, Guillaume & Lévy-Garboua, Louis & Sollogoub, Michel, 2008. "Learning from experience or learning from others?: Inferring informal training from a human capital earnings function with matched employer-employee data," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 37(3), pages 919-938, June.
    6. Guidetti, Giovanni & Mazzanti, Massimiliano, 2007. "Firm-level training in local economic systems: Complementarities in production and firm innovation strategies," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 36(6), pages 875-894, December.
    7. Ferreira Sequeda, Maria & Künn, Annemarie & de Grip, Andries, 2016. "Work-related learning and skill development in Europe: Does initial skill mismatch matter?," Research Memorandum 027, Maastricht University, Graduate School of Business and Economics (GSBE).
    8. Heijke,Hans & Meng,Christoph & Ramaekers,Ger, 2003. "An investigation into the role of human capital competences and their pay-off," ROA Research Memorandum 001, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    9. Bridget Daldy & John Gibson, 2005. "Is Computing Different? Comparing the Determinants of Computer-Related and Other Subject Matter Training in New Zealand," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 8(4), pages 291-308, December.
    10. 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.
    11. Ilya A. Medvedev & Vadim V. Ustyuzhanin & Andrey V. Korotayev, 2021. "Education And Revolutions. Why Do Revolutionary Uprisings Take Violent Or Nonviolent Forms?," HSE Working papers WP BRP 81/PS/2021, National Research University Higher School of Economics.
    12. Adriaan Zon & Roberto Antonietti, 2016. "Education and training in a model of endogenous growth with creative wear-and-tear," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(1), pages 35-62, April.
    13. Mañé Vernet, Ferran, 2010. "El retorno a las competencias para los titulados universitarios catalanes," Working Papers 2072/179591, Universitat Rovira i Virgili, Department of Economics.
    14. Ashton, David. & Sung, Johnny. & Raddon, Arwen. & Riordan, Trevor., 2008. "Challenging the myths about learning and training in small and medium- sized enterprises : implications for public policy?," ILO Working Papers 994028103402676, International Labour Organization.
    15. 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.
    16. Paola Gritti & Riccardo Leoni, 2013. "The impact on wages of generic competencies, psychological capital, new work practices and digital technologies," Working Papers (2013-) 1301, University of Bergamo, Department of Management, Economics and Quantitative Methods.
    17. Riccardo Leoni & Paola Gritti, 2017. "Institutional Wage Setting, Distinctive Competencies and Wage Premia," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 3(1), pages 71-111, March.
    18. Allen, James & Massing, Natascha & Schneider, Silke & van der Velden, Rolf, 2017. "Proposal for the revision of the Background Questionnaire on education and training for the 2nd cycle of PIAAC," ROA Technical Report 001, Maastricht University, Research Centre for Education and the Labour Market (ROA).
    19. Riccardo Leoni, 2012. "Workplace Design, Complementarities among Work Practices, and the Formation of Key Competencies: Evidence from Italian Employees," ILR Review, Cornell University, ILR School, vol. 65(2), pages 316-349, April.
    20. Wang, Xiaoqing & Feng, Xiangnan & Song, Xinyuan, 2020. "Joint analysis of semicontinuous data with latent variables," Computational Statistics & Data Analysis, Elsevier, vol. 151(C).
    21. Wojciech Szewczyk & Anna Sabadash, 2013. "Macroeconomic Modelling of Public Expenditures on Research and Development in Information and Communication Technologies," JRC Research Reports JRC82943, Joint Research Centre.
    22. Jongsoo Kim & Richard Makadok, 2022. "Where the stars still shine: Some effects of star‐performers‐turned‐managers on organizational performance," Strategic Management Journal, Wiley Blackwell, vol. 43(12), pages 2629-2666, December.

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