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Public Sector Pay and Corruption: Measuring Bribery from Micro Data

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  • Gorodnichenko, Yuriy
  • Peter, Klara

Abstract

This study is the first to provide a systematic measure of bribery using micro-level data on reported earnings, household spending and asset holdings. We use the compensating differential framework and the estimated sectoral gap in reported earnings and expenditures to identify the size of unobserved (unofficial) compensation (i.e., bribes) of public sector employees. In the case of Ukraine, we find that public sector employees receive 24-32% less wages than their private sector counterparts. The gap is particularly large at the top of the wage distribution. At the same time, workers in both sectors have essentially identical level of consumer expenditures and asset holdings that unambiguously indicate the presence of non-reported compensation in the public sector. Using the conditions of labour market equilibrium, we develop an aggregate measure of bribery and find that the lower bound estimate of the extent of bribery in Ukraine is between 460m and 580m U.S. dollars (0.9-1.2% of Ukraine’s GDP in 2003).

Suggested Citation

  • Gorodnichenko, Yuriy & Peter, Klara, 2006. "Public Sector Pay and Corruption: Measuring Bribery from Micro Data," CEPR Discussion Papers 5585, C.E.P.R. Discussion Papers.
  • Handle: RePEc:cpr:ceprdp:5585
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    1. Terrell, Katherine, 1993. "Public-private wage differentials in Haiti Do public servants earn a rent?," Journal of Development Economics, Elsevier, vol. 42(2), pages 293-314, December.
    2. Michael Rosholm & Helena Skyt Nielsen, 2001. "The public-private sector wage gap in Zambia in the 1990s: A quantile regression approach," Empirical Economics, Springer, vol. 26(1), pages 169-182.
    3. Johnson, Simon & Kaufmann, Daniel & McMillan, John & Woodruff, Christopher, 2000. "Why do firms hide? Bribes and unofficial activity after communism," Journal of Public Economics, Elsevier, vol. 76(3), pages 495-520, June.
    4. Simon Johnson & Daniel Kaufman & Andrei Shleifer, 1997. "The Unofficial Economy in Transition," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(2), pages 159-240.
    5. Michael Alexeev & William Pyle, 2001. "A Note on Measuring the Unofficial Economy in the Former Soviet Republics," William Davidson Institute Working Papers Series 436, William Davidson Institute at the University of Michigan.
    6. Branko Jovanovic & Michael M. Lokshin, 2004. "Wage Differentials between the State and Private Sectors in Moscow," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 50(1), pages 107-123, March.
    7. repec:pru:wpaper:33 is not listed on IDEAS
    8. Naci Mocan, 2008. "What Determines Corruption? International Evidence From Microdata," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 493-510, October.
    9. Andrei Shleifer & Robert W. Vishny, 1993. "Corruption," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 599-617.
    10. Friedrich Schneider & Dominik Enste, 1999. "Shadow Economies Around the World - Size, Causes, and Consequences," CESifo Working Paper Series 196, CESifo.
    11. Jennifer Hunt, 2006. "Why Are Some Public Officials More Corrupt Than Others?," Chapters, in: Susan Rose-Ackerman (ed.), International Handbook on the Economics of Corruption, chapter 11, Edward Elgar Publishing.
    12. van Ophem, Hans, 1993. "A Modified Switching Regression Model for Earnings Differentials between the Public and Private Sectors in the Netherlands," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 215-224, May.
    13. David Blanchflower, 1996. "The Role and Influence of Trade Unions in the OECD," CEP Discussion Papers dp0310, Centre for Economic Performance, LSE.
    14. Keith A. Bender, 2003. "Examining Equality between Public- and Private-Sector Wage Distributions," Economic Inquiry, Western Economic Association International, vol. 41(1), pages 62-79, January.
    15. Klara Sabirianova Peter & Jan Svejnar & Katherine Terrell, 2012. "Foreign Investment, Corporate Ownership, and Development: Are Firms in Emerging Markets Catching Up to the World Standard?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 981-999, November.
    16. Mueller, Richard E., 1998. "Public-private sector wage differentials in Canada: evidence from quantile regressions," Economics Letters, Elsevier, vol. 60(2), pages 229-235, August.
    17. Gorodnichenko, Yuriy & Sabirianova Peter, Klara, 2005. "Returns to schooling in Russia and Ukraine: A semiparametric approach to cross-country comparative analysis," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 324-350, June.
    18. Leung, Siu Fai & Yu, Shihti, 1996. "On the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 197-229.
    19. Lokshin, Michael M. & Jovanovic, Branko, 2003. "Wage differentials and state-private sector employment choice in the Federal Republic of Yugoslavia," Policy Research Working Paper Series 2959, The World Bank.
    20. Shleifer, Andrei, 1997. "Government in transition," European Economic Review, Elsevier, vol. 41(3-5), pages 385-410, April.
    21. Michael Alexeev & William Pyle, 2003. "A note on measuring the unofficial economy in the former Soviet Republics1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 11(1), pages 153-175, March.
    22. AfDB AfDB, . "AfDB Group Annual Report 2004," Annual Report, African Development Bank, number 60 edited by Koua Louis Kouakou.
    23. David Prescott & Bo Wandschneider, 1999. "Public/private sector wage differentials in Canada-evidence from the 1991 and 1982 surveys of consumer finance," Applied Economics, Taylor & Francis Journals, vol. 31(6), pages 723-731.
    24. Pierre-Guillaume Méon & Khalid Sekkat, 2005. "Does corruption grease or sand the wheels of growth?," Public Choice, Springer, vol. 122(1), pages 69-97, January.
    25. Brainerd, Elizabeth, 2002. "Five Years after: The Impact of Mass Privatization on Wages in Russia, 1993-1998," Journal of Comparative Economics, Elsevier, vol. 30(1), pages 160-190, March.
    26. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    27. Gorodnichenko, Yuriy & Sabirianova Peter, Klara, 2007. "Public sector pay and corruption: Measuring bribery from micro data," Journal of Public Economics, Elsevier, vol. 91(5-6), pages 963-991, June.
    28. Hendrik Jürges, 2002. "The Distribution of the German Public–Private Wage Gap," LABOUR, CEIS, vol. 16(2), pages 347-381, June.
    29. Louis Kaplow, 2005. "The Value of a Statistical Life and the Coefficient of Relative Risk Aversion," Journal of Risk and Uncertainty, Springer, vol. 31(1), pages 23-34, July.
    30. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
    31. George J. Borjas, 2002. "The Wage Structure and the Sorting of Workers into the Public Sector," NBER Working Papers 9313, National Bureau of Economic Research, Inc.
    32. James M. Poterba & Kim S. Rueben, 1994. "The Distribution of Public Sector Wage Premia: New Evidence Using Quantile Regression Methods," NBER Working Papers 4734, National Bureau of Economic Research, Inc.
    33. Pranab Bardhan, 1997. "Corruption and Development: A Review of Issues," Journal of Economic Literature, American Economic Association, vol. 35(3), pages 1320-1346, September.
    34. Falaris, Evangelos M., 2004. "Private and public sector wages in Bulgaria," Journal of Comparative Economics, Elsevier, vol. 32(1), pages 56-72, March.
    35. Michael M. Lokshin & Branko Jovanovic, 2003. "Wage differentials and state‐private sector employment choice in Yugoslavia," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 11(3), pages 463-491, September.
    36. Raj Chetty, 2006. "A Bound on Risk Aversion Using Labor Supply Elasticities," NBER Working Papers 12067, National Bureau of Economic Research, Inc.
    37. Van Rijckeghem, Caroline & Weder, Beatrice, 2001. "Bureaucratic corruption and the rate of temptation: do wages in the civil service affect corruption, and by how much?," Journal of Development Economics, Elsevier, vol. 65(2), pages 307-331, August.
    38. Gregory, Robert G. & Borland, Jeff, 1999. "Recent developments in public sector labor markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 53, pages 3573-3630, Elsevier.
    39. Dominik H. Enste & Friedrich Schneider, 2000. "Shadow Economies: Size, Causes, and Consequences," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 77-114, March.
    40. Vella, Francis, 1993. "Nonwage Benefits in a Simultaneous Model of Wages and Hours: Labor Supply Functions of Young Females," Journal of Labor Economics, University of Chicago Press, vol. 11(4), pages 704-723, October.
    41. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    42. Blaise Melly, 2005. "Public-private sector wage differentials in Germany: Evidence from quantile regression," Empirical Economics, Springer, vol. 30(2), pages 505-520, September.
    43. Adamchik, Vera A. & Bedi, Arjun S., 2000. "Wage differentials between the public and the private sectors: evidence from an economy in transition," Labour Economics, Elsevier, vol. 7(2), pages 203-224, March.
    44. repec:bla:etrans:v:11:y:2003-03:i:1:p:153-175 is not listed on IDEAS
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    More about this item

    Keywords

    Corruption; Wages; Wage differentials; Bribery; Public sector; Ukraine;
    All these keywords.

    JEL classification:

    • J3 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs
    • J4 - Labor and Demographic Economics - - Particular Labor Markets
    • O1 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development
    • P2 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies

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