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Time-distributed difference-in-differences approach: The case of wage returns to training

Author

Listed:
  • Aistov, Andrey

    () (National Research University Higher School of Economics, Nizhny Novgorod, Russian Federation)

  • Aleksandrova, Ekaterina

    () (National Research University Higher School of Economics, Saint Petersburg, Russian Federation)

Abstract

In this article we introduce econometric model specification that describes time-distributed treatment effect basing on the difference-in-differences approach. It gives us possibility to control for mobility in estimates of wage returns to professional training on the data of a Russian enterprise of 2006–2010. We show that wage growth after some kinds of professional trainings is well explained by the mobility

Suggested Citation

  • Aistov, Andrey & Aleksandrova, Ekaterina, 2016. "Time-distributed difference-in-differences approach: The case of wage returns to training," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 43, pages 5-28.
    • Handle: RePEc:ris:apltrx:0295
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    References listed on IDEAS

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    1. 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.
    2. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Oxford University Press, vol. 64(4), pages 605-654.
    3. 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.
    4. Daniel Parent, 2003. "Employer-supported training in Canada and its impact on mobility and wages," Empirical Economics, Springer, vol. 28(3), pages 431-459, July.
    5. Fitzenberger, Bernd & Licklederer, Stefanie & Zwiener, Hanna, 2015. "Mobility across firms and occupations among graduates from apprenticeship," Labour Economics, Elsevier, vol. 34(C), pages 138-151.
    6. Robert Gibbons & Michael Waldman, 2006. "Enriching a Theory of Wage and Promotion Dynamics inside Firms," Journal of Labor Economics, University of Chicago Press, vol. 24(1), pages 59-108, January.
    7. Mark C. Berger & John S. Earle & Klara Sabirianova, 2001. "Worker Training in a Restructuring Economy: Evidence from the Russian Transition," Book chapters authored by Upjohn Institute researchers,in: Soloman W. Polachek (ed.), Worker Wellbeing in a Changing Labor Market, pages 159-189 W.E. Upjohn Institute for Employment Research.
    8. Aistov, Andrey & Aleksandrova, Ekaterina, 2014. "Individual returns to training: Evidence from Russian firm," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 34(2), pages 56-79.
    9. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    10. Hashimoto, Masanori, 1981. "Firm-Specific Human Capital as a Shared Investment," American Economic Review, American Economic Association, vol. 71(3), pages 475-482, June.
    11. Orley C. Ashenfelter, 2014. "The Early History of Program Evaluation and the Department of Labor," ILR Review, Cornell University, ILR School, vol. 67(3_suppl), pages 574-577, May.
    12. Ashenfelter, Orley, 2014. "The Early History of Program Evaluation and the U.S. Department of Labor," IZA Discussion Papers 8118, Institute for the Study of Labor (IZA).
    13. FLORENS, Jean-Pierre & FOUGERE, Denis & MOUCHART, Michel, 1995. "Duration Models," CORE Discussion Papers 1995016, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    14. Travkin, Pavel, 2014. "The impact of the on-the-job training on Russian worker’s salary: The effect of abilities approach," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 33(1), pages 51-70.
    15. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    16. Ruben Enikolopov, 2009. "Estimation of treatment effects (in Russian)," Quantile, Quantile, issue 6, pages 3-14, March.
    17. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, Oxford University Press, vol. 119(1), pages 249-275.
    18. 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.
    19. Meyer, Bruce D, 1995. "Natural and Quasi-experiments in Economics," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 151-161, April.
    20. Parent, Daniel, 1999. "Wages and Mobility: The Impact of Employer-Provided Training," Journal of Labor Economics, University of Chicago Press, vol. 17(2), pages 298-317, April.
    21. De Beyer, Joy, 1990. "The incidence and impact on earnings of formal training provided by enterprises in Kenya and Tanzania," Economics of Education Review, Elsevier, vol. 9(4), pages 321-330, December.
    22. Barnow, Burt S., 1986. "Evaluating employment and training programs," Evaluation and Program Planning, Elsevier, vol. 9(1), pages 63-72, January.
    23. Robert Gibbons & Lawrence F. Katz & Thomas Lemieux & Daniel Parent, 2005. "Comparative Advantage, Learning, and Sectoral Wage Determination," Journal of Labor Economics, University of Chicago Press, vol. 23(4), pages 681-724, October.
    24. Mario Cleves & William W. Gould & Roberto G. Gutierrez & Yulia Marchenko, 2010. "An Introduction to Survival Analysis Using Stata," Stata Press books, StataCorp LP, edition 3, number saus3, December.
    25. Cecilia ALBERT & Carlos GARCÍA-SERRANO & Virginia HERNANZ, 2010. "On-the-job training in Europe: Determinants and wage returns," International Labour Review, International Labour Organization, vol. 149(3), pages 315-341, September.
    26. Ashenfelter, Orley, 1987. "The case for evaluating training programs with randomized trials," Economics of Education Review, Elsevier, vol. 6(4), pages 333-338, August.
    27. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    28. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(01), pages 1-24, December.
    29. 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.
    30. Jeffrey M. Wooldridge, 2009. "Difference-in-differences estimation (in Russian)," Quantile, Quantile, issue 6, pages 25-47, March.
    31. G. S. Maddala & Lung-Fei Lee, 1976. "Recursive Models with Qualitative Endogenous Variables," NBER Chapters,in: Annals of Economic and Social Measurement, Volume 5, number 4, pages 525-545 National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    earnings function; difference-in-differences; treatment effect; panel data; internal labour market; training; mobility;

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • M51 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Firm Employment Decisions; Promotions
    • M53 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Training

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