IDEAS home Printed from https://ideas.repec.org/p/mia/wpaper/2016-02.html
   My bibliography  Save this paper

Uncovering the determinants of corruption

Author

Listed:
  • Michael Jetter

    (Business School, University of Western Australia)

  • Christopher F. Parmeter

    (Department of Economics, University of Miami)

Abstract

Identifying the real causes of corruption has proven difficult because of limited data availability, lack of a unifying theoretical framework, and endogeneity concerns. Combining data for a comprehensive list of 36 potential determinants of corruption across 123 countries (including 87 percent of the world population), we use Instrumental Variable Bayesian Model Averaging to account for model uncertainty and endogeneity. In addition to income levels, the extent of primary schooling emerges as a powerful predictor of lower corruption levels. Rule of law and FDI matter particularly in developing countries. Finally, we find some evidence for trade freedom, political rights, government size, and religious fractionalization to contain corruption. These findings offer feasible avenues for policymakers, as corruption does not seem to be driven by deeply rooted cultural attributes.

Suggested Citation

  • Michael Jetter & Christopher F. Parmeter, 2016. "Uncovering the determinants of corruption," Working Papers 2016-02, University of Miami, Department of Economics.
  • Handle: RePEc:mia:wpaper:2016-02
    as

    Download full text from publisher

    File URL: https://www.herbert.miami.edu/_assets/files/repec/WP2016-02.pdf
    File Function: First version, 2016
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. La Porta, Rafael & Lopez-de-Silanes, Florencio & Shleifer, Andrei & Vishny, Robert, 1999. "The Quality of Government," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 15(1), pages 222-279, April.
    2. 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.
    3. Martin Feldkircher & Stefan Zeugner, 2012. "The impact of data revisions on the robustness of growth determinants—a note on ‘determinants of economic growth: Will data tell?’," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(4), pages 686-694, June.
    4. Felipe Larraín & José Tavares, 2004. "Does Foreign Direct Investment Decrease Corruption?," Latin American Journal of Economics-formerly Cuadernos de Economía, Instituto de Economía. Pontificia Universidad Católica de Chile., vol. 41(123), pages 217-230.
    5. G. Gulsun Arikan, 2004. "Fiscal Decentralization: A Remedy for Corruption?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 11(2), pages 175-195, March.
    6. Freille, Sebastian & Haque, M. Emranul & Kneller, Richard, 2007. "A contribution to the empirics of press freedom and corruption," European Journal of Political Economy, Elsevier, vol. 23(4), pages 838-862, December.
    7. Fabrice Murtin, 2013. "Long-Term Determinants of the Demographic Transition, 1870–2000," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 617-631, May.
    8. Mr. Carlos A Leite & Jens Weidmann, 1999. "Does Mother Nature Corrupt? Natural Resources, Corruption, and Economic Growth," IMF Working Papers 1999/085, International Monetary Fund.
    9. Gundlach, Erich & Paldam, Martin, 2009. "The transition of corruption: From poverty to honesty," Economics Letters, Elsevier, vol. 103(3), pages 146-148, June.
    10. Steven N. Durlauf & Andros Kourtellos & Chih Ming Tan, 2012. "Is God in the details? A reexamination of the role of religion in economic growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(7), pages 1059-1075, November.
    11. Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001. "Benchmark priors for Bayesian model averaging," Journal of Econometrics, Elsevier, vol. 100(2), pages 381-427, February.
    12. Pushan Dutt & Daniel Traca, 2010. "Corruption and Bilateral Trade Flows: Extortion or Evasion?," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 843-860, November.
    13. Horváth, Roman, 2013. "Does trust promote growth?," Journal of Comparative Economics, Elsevier, vol. 41(3), pages 777-788.
    14. Swamy, Anand & Knack, Stephen & Lee, Young & Azfar, Omar, 2001. "Gender and corruption," Journal of Development Economics, Elsevier, vol. 64(1), pages 25-55, February.
    15. Axel Dreher & Christos Kotsogiannis & Steve McCorriston, 2009. "How do institutions affect corruption and the shadow economy?," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 16(6), pages 773-796, December.
    16. Bhattacharyya, Sambit & Hodler, Roland, 2010. "Natural resources, democracy and corruption," European Economic Review, Elsevier, vol. 54(4), pages 608-621, May.
    17. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    18. Daniel Kaufmann & Aart Kraay & Massimo Mastruzzi, 2004. "Governance Matters III: Governance Indicators for 1996, 1998, 2000, and 2002," The World Bank Economic Review, World Bank, vol. 18(2), pages 253-287.
    19. 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.
    20. Truex, Rory, 2011. "Corruption, Attitudes, and Education: Survey Evidence from Nepal," World Development, Elsevier, vol. 39(7), pages 1133-1142, July.
    21. Koop, Gary & Leon-Gonzalez, Roberto & Strachan, Rodney, 2012. "Bayesian model averaging in the instrumental variable regression model," Journal of Econometrics, Elsevier, vol. 171(2), pages 237-250.
    22. Raymond Fisman & Edward Miguel, 2007. "Corruption, Norms, and Legal Enforcement: Evidence from Diplomatic Parking Tickets," Journal of Political Economy, University of Chicago Press, vol. 115(6), pages 1020-1048, December.
    23. Winford H. Masanjala & Chris Papageorgiou, 2008. "Rough and lonely road to prosperity: a reexamination of the sources of growth in Africa using Bayesian model averaging," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 671-682.
    24. Smarzynska, Beata K. & Shang-Jin Wei, 2000. "Corruption and the composition of foreign direct investment - firm-level evidence," Policy Research Working Paper Series 2360, The World Bank.
    25. Antonio Ciccone & Marek Jarociński, 2010. "Determinants of Economic Growth: Will Data Tell?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(4), pages 222-246, October.
    26. Mo, Pak Hung, 2001. "Corruption and Economic Growth," Journal of Comparative Economics, Elsevier, vol. 29(1), pages 66-79, March.
    27. Arezki, Rabah & Brückner, Markus, 2011. "Oil rents, corruption, and state stability: Evidence from panel data regressions," European Economic Review, Elsevier, vol. 55(7), pages 955-963.
    28. Eicher, Theo S. & Helfman, Lindy & Lenkoski, Alex, 2012. "Robust FDI determinants: Bayesian Model Averaging in the presence of selection bias," Journal of Macroeconomics, Elsevier, vol. 34(3), pages 637-651.
    29. Naci Mocan, 2008. "What Determines Corruption? International Evidence From Microdata," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 493-510, October.
    30. Martin Feldkircher & Stefan Zeugner, 2009. "Benchmark Priors Revisited: On Adaptive Shrinkage and the Supermodel Effect in Bayesian Model Averaging," IMF Working Papers 2009/202, International Monetary Fund.
    31. Priyanka Pandey, 2010. "Service Delivery and Corruption in Public Services: How Does History Matter?," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 190-204, July.
    32. Enrique Moral-Benito, 2012. "Determinants of Economic Growth: A Bayesian Panel Data Approach," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 566-579, May.
    33. Steven N. Durlauf & Andros Kourtellos & Chih Ming Tan, 2008. "Are Any Growth Theories Robust?," Economic Journal, Royal Economic Society, vol. 118(527), pages 329-346, March.
    34. Fisman, Raymond & Gatti, Roberta, 2002. "Decentralization and corruption: evidence across countries," Journal of Public Economics, Elsevier, vol. 83(3), pages 325-345, March.
    35. Andreas Bergh & Magnus Henrekson, 2011. "Government Size And Growth: A Survey And Interpretation Of The Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 872-897, December.
    36. Alberto Alesina & Beatrice Weder, 2002. "Do Corrupt Governments Receive Less Foreign Aid?," American Economic Review, American Economic Association, vol. 92(4), pages 1126-1137, September.
    37. Billger, Sherrilyn M. & Goel, Rajeev K., 2009. "Do existing corruption levels matter in controlling corruption?: Cross-country quantile regression estimates," Journal of Development Economics, Elsevier, vol. 90(2), pages 299-305, November.
    38. Theo S. Eicher & Christian Henn & Chris Papageorgiou, 2012. "Trade creation and diversion revisited: Accounting for model uncertainty and natural trading partner effects," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(2), pages 296-321, March.
    39. Daron Acemoglu & Simon Johnson & James A. Robinson & Pierre Yared, 2008. "Income and Democracy," American Economic Review, American Economic Association, vol. 98(3), pages 808-842, June.
    40. Leamer, Edward E, 1983. "Let's Take the Con Out of Econometrics," American Economic Review, American Economic Association, vol. 73(1), pages 31-43, March.
    41. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472, Elsevier.
    42. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    43. Dincer, Oguzhan C., 2008. "Ethnic and religious diversity and corruption," Economics Letters, Elsevier, vol. 99(1), pages 98-102, April.
    44. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    45. Chad Turner & Robert Tamura & Sean Mulholland & Scott Baier, 2007. "Education and income of the states of the United States: 1840–2000," Journal of Economic Growth, Springer, vol. 12(2), pages 101-158, June.
    46. Guriev, Sergei, 2004. "Red tape and corruption," Journal of Development Economics, Elsevier, vol. 73(2), pages 489-504, April.
    47. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    48. Ram, Rati, 2009. "Openness, country size, and government size: Additional evidence from a large cross-country panel," Journal of Public Economics, Elsevier, vol. 93(1-2), pages 213-218, February.
    49. Glaeser, Edward L. & Saks, Raven E., 2006. "Corruption in America," Journal of Public Economics, Elsevier, vol. 90(6-7), pages 1053-1072, August.
    50. Roberta Gatti, 2004. "Explaining corruption: are open countries less corrupt?," Journal of International Development, John Wiley & Sons, Ltd., vol. 16(6), pages 851-861.
    51. Danila Serra, 2006. "Empirical determinants of corruption: A sensitivity analysis," Public Choice, Springer, vol. 126(1), pages 225-256, January.
    52. Barr, Abigail & Serra, Danila, 2010. "Corruption and culture: An experimental analysis," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 862-869, December.
    53. Matteo Cervellati & Florian Jung & Uwe Sunde & Thomas Vischer, 2014. "Income and Democracy: Comment," American Economic Review, American Economic Association, vol. 104(2), pages 707-719, February.
    54. Vito Tanzi, 1998. "Corruption Around the World: Causes, Consequences, Scope, and Cures," IMF Staff Papers, Palgrave Macmillan, vol. 45(4), pages 559-594, December.
    55. Fan, C. Simon & Lin, Chen & Treisman, Daniel, 2009. "Political decentralization and corruption: Evidence from around the world," Journal of Public Economics, Elsevier, vol. 93(1-2), pages 14-34, February.
    56. Iwasaki, Ichiro & Suzuki, Taku, 2012. "The determinants of corruption in transition economies," Economics Letters, Elsevier, vol. 114(1), pages 54-60.
    57. Jonathan Temple, 1999. "The New Growth Evidence," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 112-156, March.
    58. Samuel Bazzi & Michael A. Clemens, 2013. "Blunt Instruments: Avoiding Common Pitfalls in Identifying the Causes of Economic Growth," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(2), pages 152-186, April.
    59. Stephen Knack & Omar Azfar, 2003. "Trade intensity, country size and corruption," Economics of Governance, Springer, vol. 4(1), pages 1-18, April.
    60. Wayne A. Grove & Andrew Hussey & Michael Jetter, 2011. "The Gender Pay Gap Beyond Human Capital: Heterogeneity in Noncognitive Skills and in Labor Market Tastes," Journal of Human Resources, University of Wisconsin Press, vol. 46(4), pages 827-874.
    61. Gokcekus, Omer & Knorich, Jan, 2006. "Does quality of openness affect corruption?," Economics Letters, Elsevier, vol. 91(2), pages 190-196, May.
    62. Leamer, Edward E, 1985. "Sensitivity Analyses Would Help," American Economic Review, American Economic Association, vol. 75(3), pages 308-313, June.
    63. Kaufmann, Daniel & Kraay, Aart & Zoido-Lobaton, Pablo, 1999. "Aggregating governance indicators," Policy Research Working Paper Series 2195, The World Bank.
    64. Mauro, Paolo, 1998. "Corruption and the composition of government expenditure," Journal of Public Economics, Elsevier, vol. 69(2), pages 263-279, June.
    65. Treisman, Daniel, 2000. "The causes of corruption: a cross-national study," Journal of Public Economics, Elsevier, vol. 76(3), pages 399-457, June.
    66. Philippe Aghion & Steven Durlauf (ed.), 2005. "Handbook of Economic Growth," Handbook of Economic Growth, Elsevier, edition 1, volume 1, number 1.
    67. Theo S. Eicher & Chris Papageorgiou & Adrian E. Raftery, 2011. "Default priors and predictive performance in Bayesian model averaging, with application to growth determinants," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 30-55, January/F.
    68. Thierry Verdier & Daron Acemoglu, 2000. "The Choice between Market Failures and Corruption," American Economic Review, American Economic Association, vol. 90(1), pages 194-211, March.
    69. Dollar, David & Fisman, Raymond & Gatti, Roberta, 2001. "Are women really the "fairer" sex? Corruption and women in government," Journal of Economic Behavior & Organization, Elsevier, vol. 46(4), pages 423-429, December.
    70. Graf Lambsdorff, Johann, 2005. "Consequences and causes of corruption: What do we know from a cross-section of countries?," Passauer Diskussionspapiere, Volkswirtschaftliche Reihe V-34-05, University of Passau, Faculty of Business and Economics.
    71. Paolo Mauro, 1995. "Corruption and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 681-712.
    72. Daniel Kaufmann & Aart Kraay & Massimo Mastruzzi, 2007. "Measuring Corruption : Myths and Realities," World Bank Publications - Reports 9576, The World Bank Group.
    73. Paldam, Martin, 2002. "The cross-country pattern of corruption: economics, culture and the seesaw dynamics," European Journal of Political Economy, Elsevier, vol. 18(2), pages 215-240, June.
    74. Mr. Vito Tanzi, 1998. "Corruption Around the World: Causes, Consequences, Scope, and Cures," IMF Working Papers 1998/063, International Monetary Fund.
    75. Knack, Stephen & Azfar, Omar, 2000. "Are larger countries really more corrupt?," Policy Research Working Paper Series 2470, The World Bank.
    76. Sala-i-Martin, Xavier, 1997. "I Just Ran Two Million Regressions," American Economic Review, American Economic Association, vol. 87(2), pages 178-183, May.
    77. Brosig-Koch, Jeannette & Helbach, Christoph & Ockenfels, Axel & Weimann, Joachim, 2011. "Still different after all these years: Solidarity behavior in East and West Germany," Journal of Public Economics, Elsevier, vol. 95(11), pages 1373-1376.
    78. Moritz Schularick & Thomas M Steger, 2010. "Financial Integration, Investment, and Economic Growth: Evidence from Two Eras of Financial Globalization," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 756-768, 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. Mark F. J. Steel, 2020. "Model Averaging and Its Use in Economics," Journal of Economic Literature, American Economic Association, vol. 58(3), pages 644-719, September.

    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. 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.
    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. Jetter, Michael & Agudelo, Alejandra Montoya & Hassan, Andrés Ramírez, 2015. "The Effect of Democracy on Corruption: Income is Key," World Development, Elsevier, vol. 74(C), pages 286-304.
    4. Debski, Julia & Jetter, Michael, 2015. "Gender and Corruption: A Reassessment," IZA Discussion Papers 9447, Institute of Labor Economics (IZA).
    5. Blaise Gnimassoun, Joseph Keneck Massil, 2019. "Determinants of corruption: can we put all countries in the same basket?," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 16(2), pages 239-276, December.
    6. repec:pdn:wpaper:79 is not listed on IDEAS
    7. repec:pdn:wpaper:70 is not listed on IDEAS
    8. 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.
    9. Mark F. J. Steel, 2020. "Model Averaging and Its Use in Economics," Journal of Economic Literature, American Economic Association, vol. 58(3), pages 644-719, September.
    10. Blaise Gnimassoun & Joseph Keneck Massil, 2016. "Determinants of corruption: Can we put all countries in the same basket?," Working Papers hal-04141599, HAL.
    11. Pieroni, L. & d'Agostino, G., 2013. "Corruption and the effects of economic freedom," European Journal of Political Economy, Elsevier, vol. 29(C), pages 54-72.
    12. Héctor Bellido & Lorena Olmos & Juan A. Román-Aso, 2021. "The influence of government ideology on corruption: the impact of the Great Recession," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(2), pages 677-708, July.
    13. Esteban Alemán Correa & Michael Jetter & Alejandra Montoya Agudelo, 2016. "Corruption: Transcending Borders," Kyklos, Wiley Blackwell, vol. 69(2), pages 183-207, May.
    14. Olmos, Lorena & Bellido, Héctor & Román-Aso, Juan A., 2020. "The effects of mega-events on perceived corruption," European Journal of Political Economy, Elsevier, vol. 61(C).
    15. Graf Lambsdorff, Johann, 2005. "Consequences and causes of corruption: What do we know from a cross-section of countries?," Passauer Diskussionspapiere, Volkswirtschaftliche Reihe V-34-05, University of Passau, Faculty of Business and Economics.
    16. 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.
    17. Danila Serra, 2006. "Empirical determinants of corruption: A sensitivity analysis," Public Choice, Springer, vol. 126(1), pages 225-256, January.
    18. Dutta, Nabamita & Roy, Sanjukta, 2016. "The interactive impact of press freedom and media reach on corruption," Economic Modelling, Elsevier, vol. 58(C), pages 227-236.
    19. Roberto Dell’Anno, 2020. "Corruption around the world: an analysis by partial least squares—structural equation modeling," Public Choice, Springer, vol. 184(3), pages 327-350, September.
    20. 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.

    More about this item

    Keywords

    Corruption; Bayesian Model Averaging; Primary Education; Instrumental Variable Bayesian Model Averaging Publication Status: Under Review;
    All these keywords.

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • D73 - Microeconomics - - Analysis of Collective Decision-Making - - - Bureaucracy; Administrative Processes in Public Organizations; Corruption
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • K42 - Law and Economics - - Legal Procedure, the Legal System, and Illegal Behavior - - - Illegal Behavior and the Enforcement of Law
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:mia:wpaper:2016-02. 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: Daniela Valdivia (email available below). General contact details of provider: https://edirc.repec.org/data/demiaus.html .

    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.