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On-the-job training and productivity: Firm-level evidence from a large developing country

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  • Liu, Qing
  • Lu, Ruosi
Abstract
We investigate the effects of on-the-job training on firm productivity and wages using a large panel data set constituted of all large and medium size manufacturing firms in China over 2003–2007. We estimate firm productivity carefully with a recent semiparametric method and combine the propensity score matching and the difference-in-differences techniques to estimate the treatment effect of training. We find consistent evidence that i) training helps boost firm productivity and wages; ii) the higher the training expenditure per capita, the higher the increase in productivity and wages; iii) firms benefit more from training than workers. These findings are not sensitive to industrial capital intensity or firm ownership structure.

Suggested Citation

  • Liu, Qing & Lu, Ruosi, 2016. "On-the-job training and productivity: Firm-level evidence from a large developing country," China Economic Review, Elsevier, vol. 40(C), pages 254-264.
    • Handle: RePEc:eee:chieco:v:40:y:2016:i:c:p:254-264
    DOI: 10.1016/j.chieco.2016.08.001
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    1. 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.
    2. Almeida, Rita & Carneiro, Pedro, 2009. "The return to firm investments in human capital," Labour Economics, Elsevier, vol. 16(1), pages 97-106, January.
    3. Alan Barrett & Philip J. O'Connell, 2001. "Does Training Generally Work? The Returns to in-Company Training," ILR Review, Cornell University, ILR School, vol. 54(3), pages 647-662, April.
    4. 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.
    5. Bartel, Ann P, 1995. "Training, Wage Growth, and Job Performance: Evidence from a Company Database," Journal of Labor Economics, University of Chicago Press, vol. 13(3), pages 401-425, July.
    6. David G. Blanchflower & Lisa M. Lynch, 1994. "Training at Work: A Comparison of U.S. and British Youths," NBER Chapters, in: Training and the Private Sector: International Comparisons, pages 233-260, National Bureau of Economic Research, Inc.
    7. Lisa M. Lynch, 1994. "Training and the Private Sector: International Comparisons," NBER Books, National Bureau of Economic Research, Inc, number lync94-1.
    8. Lorraine Dearden & Howard Reed & John Van Reenen, 2006. "The Impact of Training on Productivity and Wages: Evidence from British Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 68(4), pages 397-421, August.
    9. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    10. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    11. Dehejia, Rajeev, 2005. "Practical propensity score matching: a reply to Smith and Todd," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 355-364.
    12. Emilio Colombo & Luca Stanca, 2008. "The Impact of Training on Productivity: Evidence from a Large Panel of Firms," Working Papers 134, University of Milano-Bicocca, Department of Economics, revised Jan 2008.
    13. Black, Sandra E & Lynch, Lisa M, 1996. "Human-Capital Investments and Productivity," American Economic Review, American Economic Association, vol. 86(2), pages 263-267, May.
    14. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    15. Lynch, Lisa M. (ed.), 1994. "Training and the Private Sector," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226498102, September.
    16. Richard Blundell & Monica Costa Dias, 2000. "Evaluation methods for non-experimental data," Fiscal Studies, Institute for Fiscal Studies, vol. 21(4), pages 427-468, January.
    17. Liu, Qing & Lu, Ruosi & Zhang, Chao, 2014. "Entrepreneurship and spillovers from multinationals: Evidence from Chinese private firms," China Economic Review, Elsevier, vol. 29(C), pages 95-106.
    18. Liu, Qing & Lu, Yi, 2015. "Firm investment and exporting: Evidence from China's value-added tax reform," Journal of International Economics, Elsevier, vol. 97(2), pages 392-403.
    19. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    20. Liu, Qing & Lu, Ruosi & Zhang, Chao, 2015. "The labor market effect of foreign acquisitions: Evidence from Chinese manufacturing firms," China Economic Review, Elsevier, vol. 32(C), pages 110-120.
    21. Conti, Gabriella, 2005. "Training, productivity and wages in Italy," Labour Economics, Elsevier, vol. 12(4), pages 557-576, August.
    22. Gérard Ballot & Fathi Fakhfakh & Erol Taymaz, 2006. "Who Benefits from Training and R&D, the Firm or the Workers?," British Journal of Industrial Relations, London School of Economics, vol. 44(3), pages 473-495, September.
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    Cited by:

    1. Yao, Yao & Liu, Gordon G. & Cui, Yujie, 2020. "Job training and organizational performance: Analyses from medical institutions in China," China Economic Review, Elsevier, vol. 60(C).
    2. Li, Sherry Xin & Wang, Shengzhe & Yang, Shuo, 2023. "What is in Local Dialects? A Field Experiment on Social Distance and Human Capital Development in Job Training," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 106(C).
    3. Spyridon Boikos & Mehmet Pinar & Thanasis Stengos, 2023. "Bribery, on-the-job training, and firm performance," Small Business Economics, Springer, vol. 60(1), pages 37-58, January.
    4. Shadrack Muthami Mwatu, 2022. "Institutions and export performance: firm level evidence from Kenya," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 69(4), pages 487-506, December.
    5. Salim, Ruhul & Yao, Yao & Chen, George S., 2017. "Does human capital matter for energy consumption in China?," Energy Economics, Elsevier, vol. 67(C), pages 49-59.
    6. Qifan Huang & Castiel Chen Zhuang, 2022. "Training, productivity and wages: An investigation of China's manufacturing enterprises in a privatization era," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 30(2), pages 269-288, April.
    7. Jiang, Shengjun & Guo, Yilan, 2022. "Reasons for college major-job mismatch and labor market outcomes: Evidence from China," China Economic Review, Elsevier, vol. 74(C).

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    More about this item

    Keywords

    Training; Productivity; Matching;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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