IDEAS home Printed from https://ideas.repec.org/a/taf/applec/v42y2010i10p1293-1313.html
   My bibliography  Save this article

Using propensity matching estimators to evaluate the impact of privatization on wages

Author

Listed:
  • Natalia Pimenta Monteiro

Abstract

Whether the transfer of ownership rights to the private sector leads to a decline or increase in wage growth is theoretically ambiguous, given that the outcome depends on the uncertain interaction between firms and workers. Using propensity matching techniques, this article investigates the effects of privatization on wages in the Portuguese banking industry. The empirical results, obtained from Quadros de Pessoal for the period between 1989 and 1997, generally show a negative (positive) short-run (long-run) effect of privatization on relative wage growth for both men and women retained in the privatized firms. Moreover, the results show that the most educated and experienced (oldest) workers, as well as those in the high skill occupational categories, were more likely to experience a negative wage effect.

Suggested Citation

  • Natalia Pimenta Monteiro, 2010. "Using propensity matching estimators to evaluate the impact of privatization on wages," Applied Economics, Taylor & Francis Journals, vol. 42(10), pages 1293-1313.
  • Handle: RePEc:taf:applec:v:42:y:2010:i:10:p:1293-1313
    DOI: 10.1080/00036840701721281
    as

    Download full text from publisher

    File URL: http://www.tandfonline.com/doi/abs/10.1080/00036840701721281
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00036840701721281?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Haskel, Jonathan & Sanchis, Amparo, 1995. "Privatisation and X-Inefficiency: A Bargaining Approach," Journal of Industrial Economics, Wiley Blackwell, vol. 43(3), pages 301-321, September.
    2. Rosen, S., 1990. "Contracts and Market for Executives," University of Chicago - Economics Research Center 90-12, Chicago - Economics Research Center.
    3. Lechner, Michael, 1999. "Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption," IZA Discussion Papers 91, Institute of Labor Economics (IZA).
    4. Laszlo Goerke, 1998. "Privatization and efficiency wages," Journal of Economics, Springer, vol. 67(3), pages 243-264, October.
    5. Megginson, William L & Nash, Robert C & van Randenborgh, Matthias, 1994. "The Financial and Operating Performance of Newly Privatized Firms: An International Empirical Analysis," Journal of Finance, American Finance Association, vol. 49(2), pages 403-452, June.
    6. Kluve, Jochen & Lehmann, Hartmut & Schmidt, Christoph M., 1999. "Active Labor Market Policies in Poland: Human Capital Enhancement, Stigmatization, or Benefit Churning?," Journal of Comparative Economics, Elsevier, vol. 27(1), pages 61-89, March.
    7. Eichler, Martin & Lechner, Michael, 2002. "An evaluation of public employment programmes in the East German State of Sachsen-Anhalt," Labour Economics, Elsevier, vol. 9(2), pages 143-186, April.
    8. Wayne K. Talley & James Peoples, 2001. "Black-White Earnings Differentials: Privatization versus Deregulation," American Economic Review, American Economic Association, vol. 91(2), pages 164-168, May.
    9. Catherine D. Wolfram, 1998. "Increases in Executive Pay Following Privatization," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 7(3), pages 327-361, September.
    10. Jeffry M. Netter & William L. Megginson, 2001. "From State to Market: A Survey of Empirical Studies on Privatization," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 321-389, June.
    11. Gupta, Sanjeev, et al, 2001. "Privatization, Labor and Social Safety Nets," Journal of Economic Surveys, Wiley Blackwell, vol. 15(5), pages 647-669, December.
    12. 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.
    13. Samuel P.S. Ho & Xiao-Yuan Dong & Paul Bowles & Fiona MacPhail, 2002. "Privatization and enterprise wage structures during transition: Evidence from rural industry in china," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 10(3), pages 659-688, November.
    14. 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.
    15. James Heckman & Neil Hohmann & Jeffrey Smith & Michael Khoo, 2000. "Substitution and Dropout Bias in Social Experiments: A Study of an Influential Social Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 115(2), pages 651-694.
    16. 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.
    17. 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.
    18. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    19. Michael Lechner, 2002. "Program Heterogeneity And Propensity Score Matching: An Application To The Evaluation Of Active Labor Market Policies," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 205-220, May.
    20. 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.
    21. Sanjeev Gupta & Christian Schiller & Henry Ma & Erwin R. Tiongson, 2001. "Privatization, Labor and Social Safety Nets," Journal of Economic Surveys, Wiley Blackwell, vol. 15(5), pages 647-670, December.
    22. Monteiro, Natalia Pimenta, 2003. "The Impact of Privatisation on Wages: Evidence from the Portugese Banking Industry," Royal Economic Society Annual Conference 2003 156, Royal Economic Society.
    23. Haskel, Jonathan & Szymanski, Stefan, 1993. "Privatization, Liberalization, Wages and Employment: Theory and Evidence for the UK," Economica, London School of Economics and Political Science, vol. 60(238), pages 161-181, May.
    24. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    25. Jonathan HASKEL & Stefan SZYMANSKI, 1992. "A Bargaining Theory Of Privatisation," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 63(2), pages 207-227, April.
    26. Rafael La Porta & Florencio López-de-Silanes, 1999. "The Benefits of Privatization: Evidence from Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1193-1242.
    27. Michael Lechner, 2002. "Some practical issues in the evaluation of heterogeneous labour market programmes by matching methods," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(1), pages 59-82, February.
    28. De Fraja, Giovanni, 1993. "Unions and Wages in Public and Private Firms: A Game-Theoretic Analysis," Oxford Economic Papers, Oxford University Press, vol. 45(3), pages 457-469, July.
    29. Donald B. Rubin, 1977. "Assignment to Treatment Group on the Basis of a Covariate," Journal of Educational and Behavioral Statistics, , vol. 2(1), pages 1-26, March.
    30. Samuel P.S. Ho & Xiao–Yuan Dong & Paul Bowles & Fiona MacPhail, 2002. "Privatization and enterprise wage structures during transition: Evidence from rural industry in china," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 10(3), pages 659-688, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gershom Endelani Mwalupaso & Shangao Wang & Sanzidur Rahman & Essiagnon John-Philippe Alavo & Xu Tian, 2019. "Agricultural Informatization and Technical Efficiency in Maize Production in Zambia," Sustainability, MDPI, vol. 11(8), pages 1-17, April.
    2. Orietta DESSY & Massimo FLORIO, 2004. "Workers' earnings in the UK before and after privatisation: a study of five industries," Departmental Working Papers 2004-13, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    3. Essama-Nssah, B., 2006. "Propensity score matching and policy impact analysis - a demonstration in EViews," Policy Research Working Paper Series 3877, The World Bank.
    4. Figueiredo, Adelaide & Figueiredo, Fernanda & Monteiro, Natália P. & Straume, Odd Rune, 2012. "Restructuring in privatised firms: A Statis approach," Structural Change and Economic Dynamics, Elsevier, vol. 23(1), pages 108-116.
    5. Margarita Carvalho & João Cerejeira, 2019. "Mergers and Acquisitions and wage effects in the Portuguese banking sector," NIPE Working Papers 07/2019, NIPE - Universidade do Minho.
    6. Boris Bravo-Ureta & William Greene & Daniel Solís, 2012. "Technical efficiency analysis correcting for biases from observed and unobserved variables: an application to a natural resource management project," Empirical Economics, Springer, vol. 43(1), pages 55-72, August.
    7. Adelaide Maria Figueiredo & Fernanda Otília Figueiredo & Natália Pimenta Monteiro, 2008. "Labor adjustments in privatized firms: a Statis approach," FEP Working Papers 306, Universidade do Porto, Faculdade de Economia do Porto.
    8. Cecilia Navarra, 2013. "Economics of Development NGOs: a survey of existing datasets," Working Papers 1305, University of Namur, Department of Economics.
    9. Svejnar, Jan & Hagemejer, Jan & Tyrowicz, Joanna, 2018. "Are Rushed Privatizations Substandard? Analyzing Firm-level Privatization under Fiscal Pressure," CEPR Discussion Papers 12991, C.E.P.R. Discussion Papers.
    10. Muratbek Baglan & Gershom Endelani Mwalupaso & Xue Zhou & Xianhui Geng, 2020. "Towards Cleaner Production: Certified Seed Adoption and Its Effect on Technical Efficiency," Sustainability, MDPI, vol. 12(4), pages 1-17, February.
    11. Richard Disney & Amanda Gosling, 2008. "Changing public sector wage differentials in the UK," IFS Working Papers W08/02, Institute for Fiscal Studies.
    12. Koirala, Bishwa S. & Bohara, Alok K. & Devkota, Satis & Upadhyaya, Kamal P., 2019. "Community managed hydropower, spillover effect and agricultural productivity: The case of rural Nepal," World Development Perspectives, Elsevier, vol. 13(C), pages 67-74.

    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. Monteiro, Natalia Pimenta, 2003. "The Impact of Privatisation on Wages: Evidence from the Portugese Banking Industry," Royal Economic Society Annual Conference 2003 156, Royal Economic Society.
    2. Orietta DESSY & Massimo FLORIO, 2004. "Workers' earnings in the UK before and after privatisation: a study of five industries," Departmental Working Papers 2004-13, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    3. 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.
    4. Figueiredo, Adelaide & Figueiredo, Fernanda & Monteiro, Natália P. & Straume, Odd Rune, 2012. "Restructuring in privatised firms: A Statis approach," Structural Change and Economic Dynamics, Elsevier, vol. 23(1), pages 108-116.
    5. 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.
    6. Christian Volpe Martincus & Jerónimo Carballo, 2012. "Export promotion activities in developing countries: What kind of trade do they promote?," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 21(4), pages 539-578, June.
    7. Druk-Gal, Bat-Sheva & Yaari, Varda, 2006. "Incumbent employees' resistance to implementing privatization policy," Journal of Economic Behavior & Organization, Elsevier, vol. 59(3), pages 374-405, March.
    8. Carlos A. Flores & Oscar A. Mitnik, 2013. "Comparing Treatments across Labor Markets: An Assessment of Nonexperimental Multiple-Treatment Strategies," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1691-1707, December.
    9. Volpe Martincus, Christian & Carballo, Jerónimo, 2010. "Export Promotion: Heterogeneous Programs and Heterogeneous Effects," IDB Publications (Working Papers) 3176, Inter-American Development Bank.
    10. Michael Lechner, 2002. "Mikroökonometrische Evaluation arbeitsmarktpolitischer Massnahmen," University of St. Gallen Department of Economics working paper series 2002 2002-20, Department of Economics, University of St. Gallen.
    11. Aki Kangasharju, 2007. "Do Wage Subsidies Increase Employment in Subsidized Firms?," Economica, London School of Economics and Political Science, vol. 74(293), pages 51-67, February.
    12. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc.
    13. Flores, Carlos A. & Mitnik, Oscar A., 2009. "Evaluating Nonexperimental Estimators for Multiple Treatments: Evidence from Experimental Data," IZA Discussion Papers 4451, Institute of Labor Economics (IZA).
    14. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies.
    15. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    16. Oliver Tiemann & Jonas Schreyögg, 2012. "Changes in hospital efficiency after privatization," Health Care Management Science, Springer, vol. 15(4), pages 310-326, December.
    17. V. Joseph Hotz & Guido W. Imbens & Jacob A. Klerman, 2006. "Evaluating the Differential Effects of Alternative Welfare-to-Work Training Components: A Reanalysis of the California GAIN Program," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 521-566, July.
    18. Christian Volpe Martincus, 2010. "Odyssey in International Markets: An Assessment of the Effectiveness of Export Promotion in Latin America and the Caribbean," IDB Publications (Books), Inter-American Development Bank, number 16458, February.
    19. Winterhager, Henrik & Heinze, Anja & Spermann, Alexander, 2006. "Deregulating job placement in Europe: A microeconometric evaluation of an innovative voucher scheme in Germany," Labour Economics, Elsevier, vol. 13(4), pages 505-517, August.
    20. Kluve, Jochen & Lehmann, Hartmut & Schmidt, Christoph M., 2008. "Disentangling Treatment Effects of Active Labor Market Policies: The Role of Labor Force Status Sequences," Labour Economics, Elsevier, vol. 15(6), pages 1270-1295, December.

    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:taf:applec:v:42:y:2010:i:10:p:1293-1313. 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: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    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.