IDEAS home Printed from https://ideas.repec.org/a/eee/soceco/v69y2017icp83-91.html
   My bibliography  Save this article

Intelligence and corruption: An empirical investigation in a non-linear framework

Author

Listed:
  • Lv, Zhike

Abstract

This article investigates the impact of intelligence on corruption in a panel of 171 countries and regions during 2007–2011 by using parametric and semiparametric regression approaches. Prior research has considered only the linear effects of intelligence on corruption. We examine the relationship between intelligence and corruption in a non-linear framework after controlling for economic and non-economic factors. Our results provide strong evidence in support of an inverted U-shaped relationship between intelligence and corruption, which shed new light on the intelligence-corruption nexus. This finding is robust to various estimation techniques and alternatives measures of corruption and intelligence. From a policy perspective, our results suggest that countries over the suggested threshold level of cognitive abilities are encouraged to invest in education and human skills to reap the benefits of lower corruption levels.

Suggested Citation

  • Lv, Zhike, 2017. "Intelligence and corruption: An empirical investigation in a non-linear framework," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 69(C), pages 83-91.
  • Handle: RePEc:eee:soceco:v:69:y:2017:i:c:p:83-91
    DOI: 10.1016/j.socec.2017.06.003
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S2214804317300708
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socec.2017.06.003?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 search for a different version of it.

    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. Kalenborn, Christine & Lessmann, Christian, 2013. "The impact of democracy and press freedom on corruption: Conditionality matters," Journal of Policy Modeling, Elsevier, vol. 35(6), pages 857-886.
    3. Andrei Shleifer & Florencio Lopez-de-Silanes & Rafael La Porta, 2008. "The Economic Consequences of Legal Origins," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 285-332, June.
    4. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde, 2010. "Are Risk Aversion and Impatience Related to Cognitive Ability?," American Economic Review, American Economic Association, vol. 100(3), pages 1238-1260, June.
    5. Stephen Knack & Philip Keefer, 1997. "Does Social Capital Have an Economic Payoff? A Cross-Country Investigation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1251-1288.
    6. Torsten Persson & Guido Tabellini & Francesco Trebbi, 2003. "Electoral Rules and Corruption," Journal of the European Economic Association, MIT Press, vol. 1(4), pages 958-989, June.
    7. Pascual-Ezama, David & Fosgaard, Toke R. & Cardenas, Juan Camilo & Kujal, Praveen & Veszteg, Robert & Gil-Gómez de Liaño, Beatriz & Gunia, Brian & Weichselbaumer, Doris & Hilken, Katharina & Antinyan,, 2015. "Context-dependent cheating: Experimental evidence from 16 countries," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 379-386.
    8. 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.
    9. Barr, Abigail & Serra, Danila, 2010. "Corruption and culture: An experimental analysis," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 862-869, December.
    10. Potrafke, Niklas, 2012. "Intelligence and corruption," Economics Letters, Elsevier, vol. 114(1), pages 109-112.
    11. 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.
    12. Koenker,Roger, 2005. "Quantile Regression," Cambridge Books, Cambridge University Press, number 9780521845731, January.
    13. Damania, Richard & Fredriksson, Per G. & List, John A., 2003. "Trade liberalization, corruption, and environmental policy formation: theory and evidence," Journal of Environmental Economics and Management, Elsevier, vol. 46(3), pages 490-512, November.
    14. Treisman, Daniel, 2000. "The causes of corruption: a cross-national study," Journal of Public Economics, Elsevier, vol. 76(3), pages 399-457, June.
    15. Rose-Ackerman,Susan & Palifka,Bonnie J., 2016. "Corruption and Government," Cambridge Books, Cambridge University Press, number 9781107441095.
    16. Kodila-Tedika, Oasis & Asongu, Simplice, 2015. "The Effect of Intelligence on Financial Development: A Cross-Country Comparison," MPRA Paper 67295, University Library of Munich, Germany.
    17. Mo, Pak Hung, 2001. "Corruption and Economic Growth," Journal of Comparative Economics, Elsevier, vol. 29(1), pages 66-79, March.
    18. Salahodjaev, Raufhon & Azam, Sardor, 2015. "IQ and the Weight of Nations," MPRA Paper 66144, University Library of Munich, Germany.
    19. 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.
    20. Danila Serra, 2006. "Empirical determinants of corruption: A sensitivity analysis," Public Choice, Springer, vol. 126(1), pages 225-256, January.
    21. Farooq, Abdul & Shahbaz, Muhammad & Arouri, Mohamed & Teulon, Frédéric, 2013. "Does corruption impede economic growth in Pakistan?," Economic Modelling, Elsevier, vol. 35(C), pages 622-633.
    22. Jones, Garett, 2011. "National IQ and National Productivity: The Hive Mind Across Asia," Asian Development Review, Asian Development Bank, vol. 28(1), pages 51-71.
    23. Emerson, Patrick M., 2006. "Corruption, competition and democracy," Journal of Development Economics, Elsevier, vol. 81(1), pages 193-212, October.
    24. Gokcekus, Omer, 2008. "Is it protestant tradition or current protestant population that affects corruption?," Economics Letters, Elsevier, vol. 99(1), pages 59-62, April.
    25. Garett Jones, 2011. "IQ and national productivity," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    26. Robinson, Peter M, 1988. "Root- N-Consistent Semiparametric Regression," Econometrica, Econometric Society, vol. 56(4), pages 931-954, July.
    27. Yaw Mensah, 2014. "An Analysis of the Effect of Culture and Religion on Perceived Corruption in a Global Context," Journal of Business Ethics, Springer, vol. 121(2), pages 255-282, May.
    28. Rose-Ackerman,Susan & Palifka,Bonnie J., 2016. "Corruption and Government," Cambridge Books, Cambridge University Press, number 9781107081208.
    29. Rafael Di Tella & Alberto Ades, 1999. "Rents, Competition, and Corruption," American Economic Review, American Economic Association, vol. 89(4), pages 982-993, September.
    30. Bin Dong & Benno Torgler, 2009. "Corruption and Political Interest: Empirical Evidence at the Micro Level," Journal of Interdisciplinary Economics, , vol. 21(3), pages 295-325, September.
    31. Salahodjaev, Raufhon, 2015. "Intelligence and finance," MPRA Paper 68950, University Library of Munich, Germany.
    32. Adonis Yatchew, 1998. "Nonparametric Regression Techniques in Economics," Journal of Economic Literature, American Economic Association, vol. 36(2), pages 669-721, June.
    33. Saha, Shrabani & Gounder, Rukmani & Su, Jen-Je, 2009. "The interaction effect of economic freedom and democracy on corruption: A panel cross-country analysis," Economics Letters, Elsevier, vol. 105(2), pages 173-176, November.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Kotera, Go & Okada, Keisuke & Samreth, Sovannroeun, 2012. "Government size, democracy, and corruption: An empirical investigation," Economic Modelling, Elsevier, vol. 29(6), pages 2340-2348.
    3. Michael Jetter & Christopher F. Parmeter, 2016. "Uncovering the determinants of corruption," Working Papers 2016-02, University of Miami, Department of Economics.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. Sajad Rahimian, 2021. "Corruption Determinants, Geography, and Model Uncertainty," Papers 2105.12878, arXiv.org.
    9. 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.
    10. Guy Elaad & Alex Krumer & Jeffrey Kantor, 2018. "Corruption and Sensitive Soccer Games: Cross-Country Evidence," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 34(3), pages 364-394.
    11. Salahodjaev, Raufhon, 2016. "Intelligence and deforestation: International data," Forest Policy and Economics, Elsevier, vol. 63(C), pages 20-27.
    12. 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.
    13. Saha, Shrabani & Gounder, Rukmani, 2013. "Corruption and economic development nexus: Variations across income levels in a non-linear framework," Economic Modelling, Elsevier, vol. 31(C), pages 70-79.
    14. Blaise Gnimassoun & Joseph Keneck Massil, 2016. "Determinants of corruption: Can we put all countries in the same basket?," Working Papers hal-04141599, HAL.
    15. 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.
    16. Larissa Batrancea & Anca Nichita & Ioan Batrancea & Lucian Gaban, 2018. "The Strenght of the Relationship Between Shadow Economy and Corruption: Evidence from a Worldwide Country-Sample," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(3), pages 1119-1143, August.
    17. Jayoti Das & Cassandra DiRienzo, 2009. "The Nonlinear Impact Of Globalization On Corruption," The International Journal of Business and Finance Research, The Institute for Business and Finance Research, vol. 3(2), pages 33-46.
    18. Cintra, Renato Fabiano & Cassol, Alessandra & Ribeiro, Ivano & de Carvalho, Antonio Oliveira, 2018. "Corruption and emerging markets: Systematic review of the most cited," Research in International Business and Finance, Elsevier, vol. 45(C), pages 607-619.
    19. El Ghoul, Sadok & Guedhami, Omrane & Wei, Zuobao & Zhu, Yicheng, 2023. "Does public corruption affect analyst forecast quality?," Journal of Banking & Finance, Elsevier, vol. 154(C).
    20. Patrawart, Kraiyos, 2008. "Can Equality in Education Be A New Anti-Corruption Tool?: Cross-Country Evidence (1990-2005)," MPRA Paper 9665, University Library of Munich, Germany.

    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:eee:soceco:v:69:y:2017:i:c:p:83-91. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620175 .

    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.