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The Wider Benefits of Adult Learning: Work-Related Training and Social Capital

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  • Ruhose, Jens
  • Thomsen, Stephan L.
  • Weilage, Insa

Abstract

We propose a regression-adjusted matched difference-in-differences framework to estimate non-pecuniary returns to adult education. This approach combines kernel matching with entropy balancing to account for selection bias and sorting on gains. Using data from the German SOEP, we evaluate the effect of work-related training, which represents the largest portion of adult education in OECD countries, on individual social capital. Training increases participation in civic, political, and cultural activities while not crowding out social participation. Results are robust against a variety of potentially confounding explanations. These findings imply positive externalities from work-related training over and above the well-documented labor market effects.

Suggested Citation

  • Ruhose, Jens & Thomsen, Stephan L. & Weilage, Insa, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," GLO Discussion Paper Series 250, Global Labor Organization (GLO).
    • Handle: RePEc:zbw:glodps:250
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    1. James J. Heckman & John Eric Humphries & Gregory Veramendi, 2018. "The Nonmarket Benefits of Education and Ability," Journal of Human Capital, University of Chicago Press, vol. 12(2), pages 282-304.
    2. Daron Acemoglu & Jörn-Steffen Pischke, 1998. "Why Do Firms Train? Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 79-119.
    3. Christian Dustmann & Albrecht Glitz & Uta Schönberg & Herbert Brücker, 2016. "Referral-based Job Search Networks," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 514-546.
    4. 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.
    5. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
    6. James J. Heckman & Petra E. Todd, 2009. "A note on adapting propensity score matching and selection models to choice based samples," Econometrics Journal, Royal Economic Society, vol. 12(s1), pages 230-234, January.
    7. Gradstein, Mark & Justman, Moshe, 2018. "Diversity and Growth," IZA Discussion Papers 11553, Institute of Labor Economics (IZA).
    8. Anders Stenberg & Xavier Luna & Olle Westerlund, 2012. "Can adult education delay retirement from the labour market?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(2), pages 677-696, January.
    9. Andries De Grip & Jan Sauermann, 2012. "The Effects of Training on Own and Co‐worker Productivity: Evidence from a Field Experiment," Economic Journal, Royal Economic Society, vol. 122(560), pages 376-399, May.
    10. 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.
    11. Ian M. Schmutte, 2015. "Job Referral Networks and the Determination of Earnings in Local Labor Markets," Journal of Labor Economics, University of Chicago Press, vol. 33(1), pages 1-32.
    12. Jonathan Temple, 2003. "Growth effects of education and social capital in the OECD countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 57-101.
    13. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    14. Jacobson, Louis & LaLonde, Robert & G. Sullivan, Daniel, 2005. "Estimating the returns to community college schooling for displaced workers," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 271-304.
    15. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2004. "Training in Europe," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 346-360, 04/05.
    16. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    17. Quamrul Ashraf & Oded Galor, 2013. "The 'Out of Africa' Hypothesis, Human Genetic Diversity, and Comparative Economic Development," American Economic Review, American Economic Association, vol. 103(1), pages 1-46, February.
    18. Guido W. Imbens, 2015. "Matching Methods in Practice: Three Examples," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
    19. Jörn-Steffen Pischke, 2001. "Continuous training in Germany," Journal of Population Economics, Springer;European Society for Population Economics, vol. 14(3), pages 523-548.
    20. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    21. Marco Caliendo & Deborah A. Cobb-Clark & Cosima Obst & Helke Seitz & Arne Uhlendorff, 2022. "Locus of Control and Investment in Training," Journal of Human Resources, University of Wisconsin Press, vol. 57(4), pages 1311-1349.
    22. Grund, Christian & Martin, Johannes, 2010. "Determinants of Further Training: Evidence for Germany," IZA Discussion Papers 5315, Institute of Labor Economics (IZA).
    23. Quamrul Ashraf & Oded Galor, 2008. "Human Genetic Diversity and Comparative Economic Development," 2008 Meeting Papers 617, Society for Economic Dynamics.
    24. Stenberg, Anders, 2011. "Using longitudinal data to evaluate publicly provided formal education for low skilled," Economics of Education Review, Elsevier, vol. 30(6), pages 1262-1280.
    25. Ashenfelter, Orley C, 1978. "Estimating the Effect of Training Programs on Earnings," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 47-57, February.
    26. Duane E. Leigh & Andrew M. Gill, 1997. "Labor Market Returns to Community Colleges: Evidence for Returning Adults," Journal of Human Resources, University of Wisconsin Press, vol. 32(2), pages 334-353.
    27. 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.
    28. 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.
    29. Michael Lechner, 1999. "Nonparametric bounds on employment and income effects of continuous vocational training in East Germany," Econometrics Journal, Royal Economic Society, vol. 2(1), pages 1-28.
    30. 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.
    31. Blanden, Jo & Buscha, Franz & Sturgis, Patrick & Urwin, Peter, 2010. "Measuring the returns to lifelong learning," LSE Research Online Documents on Economics 28282, London School of Economics and Political Science, LSE Library.
    32. 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.
    33. Todd, Petra E., 2008. "Evaluating Social Programs with Endogenous Program Placement and Selection of the Treated," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 60, pages 3847-3894, Elsevier.
    34. Antoni Calvó-Armengol & Matthew O. Jackson, 2004. "The Effects of Social Networks on Employment and Inequality," American Economic Review, American Economic Association, vol. 94(3), pages 426-454, June.
    35. Kluve, Jochen, 2010. "The effectiveness of European active labor market programs," Labour Economics, Elsevier, vol. 17(6), pages 904-918, December.
    36. Lechner, Michael, 1999. "Earnings and Employment Effects of Continuous Off-the-Job Training in East Germany after Unification," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 74-90, January.
    37. Hainmueller, Jens & Xu, Yiqing, 2013. "ebalance: A Stata Package for Entropy Balancing," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 54(i07).
    38. repec:ecj:econjl:v:122:y:2012:i::p:376-399 is not listed on IDEAS
    39. Brunello, Giorgio & Garibaldi, Pietro & Wasmer, Etienne (ed.), 2007. "Education and Training in Europe," OUP Catalogue, Oxford University Press, number 9780199210978.
    40. Acemoglu, Daron & Pischke, Jorn-Steffen, 1999. "Beyond Becker: Training in Imperfect Labour Markets," Economic Journal, Royal Economic Society, vol. 109(453), pages 112-142, February.
    41. Stenberg, Anders & Westerlund, Olle, 2008. "Does comprehensive education work for the long-term unemployed," Labour Economics, Elsevier, vol. 15(1), pages 54-67, February.
    42. Reinhard Hujer & Stephan Thomsen & Christopher Zeiss, 2006. "The effects of vocational training programmes on the duration of unemployment in Eastern Germany," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 90(2), pages 299-321, June.
    43. Edward P. Lazear, 1999. "Culture and Language," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages 95-126, December.
    44. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    45. repec:diw:diwwpp:dp485 is not listed on IDEAS
    46. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    47. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    48. Goux, Dominique & Maurin, Eric, 2000. "Returns to firm-provided training: evidence from French worker-firm matched data1," Labour Economics, Elsevier, vol. 7(1), pages 1-19, January.
    49. Bryony Hoskins & Massimiliano Mascherini, 2009. "Measuring Active Citizenship through the Development of a Composite Indicator," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 90(3), pages 459-488, February.
    50. Neira, I. & Portela, M. & Vieira, E., 2010. "Social Capital and growth in European regions," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 10(2).
    51. Alberto Alesina & Reza Baqir & William Easterly, 1999. "Public Goods and Ethnic Divisions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1243-1284.
    52. Oosterbeek, Hessel, 1998. "Unravelling Supply and Demand Factors in Work-Related Training," Oxford Economic Papers, Oxford University Press, vol. 50(2), pages 266-283, April.
    53. Katherine Scrivens & Conal Smith, 2013. "Four Interpretations of Social Capital: An Agenda for Measurement," OECD Statistics Working Papers 2013/6, OECD Publishing.
    54. 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.
    55. Harley Frazis & Mark A. Loewenstein, 2005. "Reexamining the Returns to Training: Functional Form, Magnitude, and Interpretation," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
    56. Giorgio Brunello & Pietro Garibaldi & Etienne Wasmer, 2007. "Education and training in Europe," SciencePo Working papers Main hal-03415950, HAL.
    57. Philip Oreopoulos & Kjell G. Salvanes, 2011. "Priceless: The Nonpecuniary Benefits of Schooling," Journal of Economic Perspectives, American Economic Association, vol. 25(1), pages 159-184, Winter.
    58. Stephen V. Burks & Bo Cowgill & Mitchell Hoffman & Michael Housman, 2015. "The Value of Hiring through Employee Referrals," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(2), pages 805-839.
    59. Edwin Leuven & Hessel Oosterbeek, 2008. "An alternative approach to estimate the wage returns to private-sector training," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(4), pages 423-434.
    60. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
    61. McCall, B. & Smith, J. & Wunsch, C., 2016. "Government-Sponsored Vocational Education for Adults," Handbook of the Economics of Education,, Elsevier.
    62. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881, January.
    63. Gradstein, Mark & Justman, Moshe, 2000. "Human capital, social capital, and public schooling," European Economic Review, Elsevier, vol. 44(4-6), pages 879-890, May.
    64. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    65. 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.
    66. Mark A. Loewenstein & James R. Spletzer, 1999. "General and Specific Training: Evidence and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 710-733.
    67. 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).
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    More about this item

    Keywords

    non-pecuniary returns; social capital; work-related training; matched difference-in-differences approach; entropy balancing;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • M53 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Training

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