IDEAS home Printed from https://ideas.repec.org/a/jns/jbstat/v235y2015i2p139-167.html
   My bibliography  Save this article

Bribing Behaviour and Sample Selection: Evidence from Post-Socialist Countries and Western Europe

Author

Listed:
  • Ivlevs Artjoms
  • Hinks Timothy

    (Department of Accounting, Economics and Finance, University of the West of England, Bristol BS16 1QY, UK)

Abstract

We study the individual-level determinants of bribing public officials. Particular attention is paid to the issue of respondents’ non-random selection into contact with public officials, which may result in biased estimates. Data come from the 2010 Life in Transition Survey, covering 30 post-socialist and five Western European countries. The results suggest that the elderly tend to be less likely to bribe public officials, while people with higher income and, especially, low trust in public institutions are more likely to bribe. Several determinants of bribery - ethnic minority status, the degree of urbanisation, social trust - are context specific, i.e. they change signs or are statistically significant according to the geographical region or the type of public official. The results show that not accounting for sample selection effects may produce a bias in estimated coefficients.

Suggested Citation

  • Ivlevs Artjoms & Hinks Timothy, 2015. "Bribing Behaviour and Sample Selection: Evidence from Post-Socialist Countries and Western Europe," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 235(2), pages 139-167, April.
  • Handle: RePEc:jns:jbstat:v:235:y:2015:i:2:p:139-167
    DOI: 10.1515/jbnst-2015-0204
    as

    Download full text from publisher

    File URL: https://doi.org/10.1515/jbnst-2015-0204
    Download Restriction: no

    File URL: https://libkey.io/10.1515/jbnst-2015-0204?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Brunetti, Aymo & Weder, Beatrice, 2003. "A free press is bad news for corruption," Journal of Public Economics, Elsevier, vol. 87(7-8), pages 1801-1824, August.
    2. Razafindrakoto, Mireille & Roubaud, François, 2010. "Are International Databases on Corruption Reliable? A Comparison of Expert Opinion Surveys and Household Surveys in Sub-Saharan Africa," World Development, Elsevier, vol. 38(8), pages 1057-1069, August.
    3. Pack, Howard & Pack, Janet Rothenberg, 1990. "Is Foreign Aid Fungible? The Case of Indonesia," Economic Journal, Royal Economic Society, vol. 100(399), pages 188-194, March.
    4. Vivi Alatas & Lisa Cameron & Ananish Chaudhuri & Nisvan Erkal & Lata Gangadharan, 2009. "Gender, Culture, and Corruption: Insights from an Experimental Analysis," Southern Economic Journal, John Wiley & Sons, vol. 75(3), pages 663-680, January.
    5. Jakob Svensson, 2003. "Who Must Pay Bribes and How Much? Evidence from a Cross Section of Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 207-230.
    6. Hunt, Jennifer, 2007. "How corruption hits people when they are down," Journal of Development Economics, Elsevier, vol. 84(2), pages 574-589, November.
    7. Naci Mocan, 2008. "What Determines Corruption? International Evidence From Microdata," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 493-510, October.
    8. Swamy, Anand & Knack, Stephen & Lee, Young & Azfar, Omar, 2001. "Gender and corruption," Journal of Development Economics, Elsevier, vol. 64(1), pages 25-55, February.
    9. Shang-Jin Wei, 2000. "How Taxing is Corruption on International Investors?," The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 1-11, February.
    10. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    11. Staffan Andersson & Paul M. Heywood, 2009. "The Politics of Perception: Use and Abuse of Transparency International's Approach to Measuring Corruption," Political Studies, Political Studies Association, vol. 57(4), pages 746-767, December.
    12. Krisztina Kis-Katos & Günther G. Schulze, 2013. "Corruption in Southeast Asia: a survey of recent research," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 27(1), pages 79-109, May.
    13. Pack, Howard & Pack, Janet Rothenberg, 1993. "Foreign Aid and the Question of Fungibility," The Review of Economics and Statistics, MIT Press, vol. 75(2), pages 258-265, May.
    14. Francis Vella, 1998. "Estimating Models with Sample Selection Bias: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 127-169.
    15. Johann Graf Lambsdorff, 2003. "How Corruption Affects Productivity," Kyklos, Wiley Blackwell, vol. 56(4), pages 457-474, November.
    16. Stephen Everhart & Jorge Martinez- Vazquez & Robert McNab, 2009. "Corruption, governance, investment and growth in emerging markets," Applied Economics, Taylor & Francis Journals, vol. 41(13), pages 1579-1594.
    17. Treisman, Daniel, 2000. "The causes of corruption: a cross-national study," Journal of Public Economics, Elsevier, vol. 76(3), pages 399-457, June.
    18. Edward L. Glaeser & David I. Laibson & José A. Scheinkman & Christine L. Soutter, 2000. "Measuring Trust," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 811-846.
      • Glaeser, Edward Ludwig & Laibson, David I. & Scheinkman, Jose A. & Soutter, Christine L., 2000. "Measuring Trust," Scholarly Articles 4481497, Harvard University Department of Economics.
    19. Abdiweli M. Ali & Hoden Said Isse, 2003. "Determinants of Economic Corruption: A Cross-Country Comparison," Cato Journal, Cato Journal, Cato Institute, vol. 22(3), pages 449-466, Winter.
    20. Noel Johnson & Courtney LaFountain & Steven Yamarik, 2011. "Corruption is bad for growth (even in the United States)," Public Choice, Springer, vol. 147(3), pages 377-393, June.
    21. Knack, Stephen, 2007. "Measuring Corruption: A Critique of Indicators in Eastern Europe and Central Asia," Journal of Public Policy, Cambridge University Press, vol. 27(3), pages 255-291, December.
    22. Christopher F Baum, 2006. "An Introduction to Modern Econometrics using Stata," Stata Press books, StataCorp LP, number imeus, March.
    23. Seligson, Mitchell A., 2006. "The Measurement and Impact of Corruption Victimization: Survey Evidence from Latin America," World Development, Elsevier, vol. 34(2), pages 381-404, February.
    24. Egger, Peter & Winner, Hannes, 2006. "How Corruption Influences Foreign Direct Investment: A Panel Data Study," Economic Development and Cultural Change, University of Chicago Press, vol. 54(2), pages 459-486, January.
    25. Truex, Rory, 2011. "Corruption, Attitudes, and Education: Survey Evidence from Nepal," World Development, Elsevier, vol. 39(7), pages 1133-1142, July.
    26. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
    27. 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.
    28. Eric M. Uslaner, 2008. "The foundations of trust: macro and micro," Cambridge Journal of Economics, Oxford University Press, vol. 32(2), pages 289-294, March.
    29. Olken, Benjamin A., 2009. "Corruption perceptions vs. corruption reality," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 950-964, August.
    30. Sanjeev Gupta & Hamid Davoodi & Rosa Alonso-Terme, 2002. "Does corruption affect income inequality and poverty?," Economics of Governance, Springer, vol. 3(1), pages 23-45, March.
    31. Alvaro Cuervo-Cazurra, 2006. "Who cares about corruption?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(6), pages 807-822, November.
    32. Di Tella, Rafael & Schargrodsky, Ernesto, 2003. "The Role of Wages and Auditing during a Crackdown on Corruption in the City of Buenos Aires," Journal of Law and Economics, University of Chicago Press, vol. 46(1), pages 269-292, April.
    33. Chang-Tai Hsieh & Enrico Moretti, 2006. "Did Iraq Cheat the United Nations? Underpricing, Bribes, and the Oil for Food Program," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(4), pages 1211-1248.
    34. Iwasaki, Ichiro & Suzuki, Taku, 2012. "The determinants of corruption in transition economies," Economics Letters, Elsevier, vol. 114(1), pages 54-60.
    35. 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.
    36. Ritva Reinikka & Jakob Svensson, 2004. "Local Capture: Evidence from a Central Government Transfer Program in Uganda," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 679-705.
    37. Susan Rose-Ackerman, "undated". "Trust, Honesty, and Corruption: Reflection on the State-Building Process," Yale Law School John M. Olin Center for Studies in Law, Economics, and Public Policy Working Paper Series yale_lepp-1013, Yale Law School John M. Olin Center for Studies in Law, Economics, and Public Policy.
    38. Guerrero, Manuel Alejandro & Rodriguez-Oreggia, Eduardo, 2008. "On the individual decisions to commit corruption: A methodological complement," Journal of Economic Behavior & Organization, Elsevier, vol. 65(2), pages 357-372, February.
    39. de Jong, Eelke & Bogmans, Christian, 2011. "Does corruption discourage international trade?," European Journal of Political Economy, Elsevier, vol. 27(2), pages 385-398, June.
    40. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    41. Staffan Andersson & Paul M. Heywood, 2009. "The Politics of Perception: Use and Abuse of Transparency International's Approach to Measuring Corruption," Political Studies, Political Studies Association, vol. 57, pages 746-767, December.
    42. repec:dau:papers:123456789/4352 is not listed on IDEAS
    43. Hunt, Jennifer & Laszlo, Sonia, 2012. "Is Bribery Really Regressive? Bribery’s Costs, Benefits, and Mechanisms," World Development, Elsevier, vol. 40(2), pages 355-372.
    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. Ivlevs, Artjoms & Hinks, Timothy, 2018. "Former Communist party membership and bribery in the post-socialist countries," Journal of Comparative Economics, Elsevier, vol. 46(4), pages 1411-1424.
    2. Richard Kasa & Gábor Réthi & György Hauber & Krisztina Szegedi, 2023. "Simulation of Corruption Decisions—An Agent-Based Approach," Sustainability, MDPI, vol. 15(3), pages 1-18, January.
    3. Lambsdorff Johann Graf & Schulze Günther G., 2015. "Guest Editorial: Special Issue on Corruption at the Grassroots-level: What Can We Know About Corruption?," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 235(2), pages 100-114, April.
    4. Hinks, Timothy, 2020. "Bribery, motivations for bribery and life satisfaction in transitional countries," World Development Perspectives, Elsevier, vol. 17(C).
    5. Artjoms Ivlevs & Timothy Hinks, 2015. "Global economic crisis and corruption," Public Choice, Springer, vol. 162(3), pages 425-445, March.
    6. Mavisakalyan, Astghik & Otrachshenko, Vladimir & Popova, Olga, 2021. "Can bribery buy health? Evidence from post-communist countries," Journal of Comparative Economics, Elsevier, vol. 49(4), pages 991-1007.
    7. Timothy Hinks & Artjoms Ivlevs, 2014. "Communist party membership and bribe paying in transitional economies," Working Papers 20141401, Department of Accounting, Economics and Finance, Bristol Business School, University of the West of England, Bristol.
    8. Luca Andriani & Gaygysyz Ashyrov, 2022. "Corruption and life satisfaction: Evidence from a transition survey," Kyklos, Wiley Blackwell, vol. 75(4), pages 511-535, November.

    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. Krisztina Kis-Katos & Günther G. Schulze, 2013. "Corruption in Southeast Asia: a survey of recent research," Asian-Pacific Economic Literature, The Crawford School, The Australian National University, vol. 27(1), pages 79-109, May.
    2. Eugen Dimant & Guglielmo Tosato, 2018. "Causes And Effects Of Corruption: What Has Past Decade'S Empirical Research Taught Us? A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 32(2), pages 335-356, April.
    3. Carmelo León & Jorge Araña & Javier León, 2013. "Correcting for Scale Perception Bias in Measuring Corruption: an Application to Chile and Spain," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(3), pages 977-995, December.
    4. Yan Leung Cheung & P. Raghavendra Rau & Aris Stouraitis, 2012. "How much do firms pay as bribes and what benefits do they get? Evidence from corruption cases worldwide," NBER Working Papers 17981, National Bureau of Economic Research, Inc.
    5. Hunt, Jennifer & Laszlo, Sonia, 2012. "Is Bribery Really Regressive? Bribery’s Costs, Benefits, and Mechanisms," World Development, Elsevier, vol. 40(2), pages 355-372.
    6. Lee, Wang-Sheng & Guven, Cahit, 2013. "Engaging in corruption: The influence of cultural values and contagion effects at the microlevel," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 287-300.
    7. Roberto Burguet & Juan-José Ganuza & José García-Montalvo, 2016. "The Microeconomics of Corruption. A Review of Thirty Years of Research," Working Papers 908, Barcelona School of Economics.
    8. Benjamin A. Olken & Rohini Pande, 2012. "Corruption in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 479-509, July.
    9. Gutmann, Jerg & Padovano, Fabio & Voigt, Stefan, 2020. "Perception vs. experience: Explaining differences in corruption measures using microdata," European Journal of Political Economy, Elsevier, vol. 65(C).
    10. Rotondi, Valentina & Stanca, Luca, 2015. "The effect of particularism on corruption: Theory and empirical evidence," Journal of Economic Psychology, Elsevier, vol. 51(C), pages 219-235.
    11. Zakharov, Nikita, 2019. "Does corruption hinder investment? Evidence from Russian regions," European Journal of Political Economy, Elsevier, vol. 56(C), pages 39-61.
    12. Jetter, Michael & Parmeter, Christopher F., 2018. "Sorting through global corruption determinants: Institutions and education matter – Not culture," World Development, Elsevier, vol. 109(C), pages 279-294.
    13. Günther G. Schulze & Bambang Suharnoko Sjahrir & Nikita Zakharov, 2016. "Corruption in Russia," Journal of Law and Economics, University of Chicago Press, vol. 59(1), pages 135-171.
    14. Artjoms Ivlevs & Timothy Hinks, 2015. "Global economic crisis and corruption," Public Choice, Springer, vol. 162(3), pages 425-445, March.
    15. Michael Jetter & Christopher F. Parmeter, 2016. "Uncovering the determinants of corruption," Working Papers 2016-02, University of Miami, Department of Economics.
    16. repec:pdn:wpaper:79 is not listed on IDEAS
    17. Abhijit Banerjee & Rema Hanna, 2012. "Corruption [The Handbook of Organizational Economics]," Introductory Chapters,, Princeton University Press.
      • Hanna, Rema N. & Mullainathan, Sendhil & Banerjee, Abhijit, 2012. "Corruption," Scholarly Articles 8830779, Harvard Kennedy School of Government.
      • Banerjee, Abhijit & Hanna, Rema & Mullainathan, Sendhil, 2012. "Corruption," Working Paper Series rwp12-023, Harvard University, John F. Kennedy School of Government.
      • Abhijit Banerjee & Rema Hanna & Sendhil Mullainathan, 2012. "Corruption," Working Papers id:4952, eSocialSciences.
      • Abhijit Banerjee & Sendhil Mullainathan & Rema Hanna, 2012. "Corruption," NBER Working Papers 17968, National Bureau of Economic Research, Inc.
    18. Razafindrakoto, Mireille & Roubaud, François, 2010. "Are International Databases on Corruption Reliable? A Comparison of Expert Opinion Surveys and Household Surveys in Sub-Saharan Africa," World Development, Elsevier, vol. 38(8), pages 1057-1069, August.
    19. Gans-Morse, Jordan & Borges, Mariana & Makarin, Alexey & Mannah-Blankson, Theresa & Nickow, Andre & Zhang, Dong, 2018. "Reducing bureaucratic corruption: Interdisciplinary perspectives on what works," World Development, Elsevier, vol. 105(C), pages 171-188.
    20. Judge, William Q. & McNatt, D. Brian & Xu, Weichu, 2011. "The antecedents and effects of national corruption: A meta-analysis," Journal of World Business, Elsevier, vol. 46(1), pages 93-103, January.
    21. Ivlevs, Artjoms & Hinks, Timothy, 2018. "Former Communist party membership and bribery in the post-socialist countries," Journal of Comparative Economics, Elsevier, vol. 46(4), pages 1411-1424.

    More about this item

    Keywords

    Bribing; sample selection; transition economies;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • D73 - Microeconomics - - Analysis of Collective Decision-Making - - - Bureaucracy; Administrative Processes in Public Organizations; Corruption
    • P2 - Political Economy and Comparative Economic Systems - - Socialist and Transition Economies

    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:jns:jbstat:v:235:y:2015:i:2:p:139-167. 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: Peter Golla (email available below). General contact details of provider: https://www.degruyter.com .

    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.