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Simulation of Corruption Decisions—An Agent-Based Approach

Author

Listed:
  • Richard Kasa

    (Department of Management, Budapest Business School, H-1055 Budapest, Hungary)

  • Gábor Réthi

    (Department of Management, Budapest Business School, H-1055 Budapest, Hungary)

  • György Hauber

    (Department of Management, Budapest Business School, H-1055 Budapest, Hungary)

  • Krisztina Szegedi

    (Department of International Commerce and Logistics, CESIBUS, Budapest Business School, H-1055 Budapest, Hungary)

Abstract

Corruption is one of the biggest barriers to sustainable development. Several objectives of the Sustainable Development Goals (SDGs) are directly linked with the fight against corruption, as it has an influence on the achievement of every single development goal. The aim of this research is to examine decision-making patterns in a typical corruption situation. The following research questions have been formulated: (1) what kind of decision-making approaches are effective against partners maintaining different strategies, and how do these relate to certain generations? (2) Is there a difference between the behavior patterns of employees of SMEs, large corporations, and the public sector in a situation that provides the opportunity for corruption? To answer these research questions, an agent-based corruption experiment was conducted, building on the prisoner’s dilemma. The relationship between cooperation and corruption was examined through the analysis of decision-making situations to uncover when and with which partners (artificial agents) the participants first start to cooperate or become corrupt. The results show that there is a significant difference in the propensity to cheat among different generations. Furthermore, the behavior patterns of employees of large corporations, SMEs, and the public sector also show deviation in a corruption situation.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:3:p:2561-:d:1052906
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    as
    1. Răzvan Hoinaru & Daniel Buda & Sorin Nicolae Borlea & Viorela Ligia Văidean & Monica Violeta Achim, 2020. "The Impact of Corruption and Shadow Economy on the Economic and Sustainable Development. Do They “Sand the Wheels” or “Grease the Wheels”?," Sustainability, MDPI, vol. 12(2), pages 1-27, January.
    2. Yifei Yan & Adam Graycar, 2020. "Exploring corruption in fisheries," Natural Resources Forum, Blackwell Publishing, vol. 44(2), pages 176-190, May.
    3. Makowsky, Michael D. & Wang, Siyu, 2018. "Embezzlement, whistleblowing, and organizational architecture: An experimental investigation," Journal of Economic Behavior & Organization, Elsevier, vol. 147(C), pages 58-75.
    4. Arifovic, Jasmina, 1994. "Genetic algorithm learning and the cobweb model," Journal of Economic Dynamics and Control, Elsevier, vol. 18(1), pages 3-28, January.
    5. Naci Mocan, 2008. "What Determines Corruption? International Evidence From Microdata," Economic Inquiry, Western Economic Association International, vol. 46(4), pages 493-510, October.
    6. Ferris, Stephen P. & Hanousek, Jan & Tresl, Jiri, 2021. "Corporate profitability and the global persistence of corruption," Journal of Corporate Finance, Elsevier, vol. 66(C).
    7. Attanasi, Giuseppe & Rimbaud, Claire & Villeval, Marie Claire, 2019. "Embezzlement and guilt aversion," Journal of Economic Behavior & Organization, Elsevier, vol. 167(C), pages 409-429.
    8. van Veldhuizen, R., 2013. "The influence of wages on public officials’ corruptibility: A laboratory investigation," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 341-356.
    9. Lambsdorff, Johann Graf & Frank, Björn, 2010. "Bribing versus gift-giving - An experiment," Journal of Economic Psychology, Elsevier, vol. 31(3), pages 347-357, June.
    10. 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.
    11. Mina Fanea-Ivanovici & Radu-Cristian Muşetescu & Marius-Cristian Pană & Cristina Voicu, 2019. "Fighting Corruption and Enhancing Tax Compliance through Digitization: Achieving Sustainable Development in Romania," Sustainability, MDPI, vol. 11(5), pages 1-24, March.
    12. Klaus Abbink & Matthew Ellman, 2010. "The Donor Problem: An Experimental Analysis of Beneficiary Empowerment," Journal of Development Studies, Taylor & Francis Journals, vol. 46(8), pages 1327-1344.
    13. Eugene E. Ezebilo & Francis Odhuno & Philip Kavan, 2019. "The Perceived Impact of Public Sector Corruption on Economic Performance of Micro, Small, and Medium Enterprises in a Developing Country," Economies, MDPI, vol. 7(3), pages 1-17, August.
    14. Roberta Gatti & Stefano Paternostro & Jamele Rigolini, 2003. "Individual attitudes toward corruption: do social effects matter?," Policy Research Working Paper Series 3122, The World Bank.
    15. Cameron, Lisa & Chaudhuri, Ananish & Erkal, Nisvan & Gangadharan, Lata, 2009. "Propensities to engage in and punish corrupt behavior: Experimental evidence from Australia, India, Indonesia and Singapore," Journal of Public Economics, Elsevier, vol. 93(7-8), pages 843-851, August.
    16. Jan Hunady, 2017. "Individual and institutional determinants of corruption in the EU countries: the problem of its tolerance," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 34(1), pages 139-157, April.
    17. Klaus Abbink & Bernd Irlenbusch & Elke Renner, 2002. "An Experimental Bribery Game," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 18(2), pages 428-454, October.
    18. Edison, Hali J. & Levine, Ross & Ricci, Luca & Slok, Torsten, 2002. "International financial integration and economic growth," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 749-776, November.
    19. Sinha, Avik & Gupta, Monika & Shahbaz, Muhammad & Sengupta, Tuhin, 2019. "Impact of Corruption in Public Sector on Environmental Quality: Implications for Sustainability in BRICS and Next 11 Countries," MPRA Paper 94357, University Library of Munich, Germany, revised 05 Jun 2019.
    20. Guillermina Tormo-Carbó & Elies Seguí-Mas & Victor Oltra, 2016. "Accounting Ethics in Unfriendly Environments: The Educational Challenge," Journal of Business Ethics, Springer, vol. 135(1), pages 161-175, April.
    21. C. Simon Fan & Chen Lin & Daniel Treisman, 2010. "Embezzlement Versus Bribery," NBER Working Papers 16542, National Bureau of Economic Research, Inc.
    22. Arnold, Ulli & Neubauer, Joerg & Schoenherr, Tobias, 2012. "Explicating factors for companies’ inclination towards corruption in Operations and supply chain management: An exploratory study in Germany," International Journal of Production Economics, Elsevier, vol. 138(1), pages 136-147.
    23. Axelrod, Robert, 1981. "The Emergence of Cooperation among Egoists," American Political Science Review, Cambridge University Press, vol. 75(2), pages 306-318, June.
    24. Boly, Amadou & Gillanders, Robert, 2018. "Anti-corruption policy making, discretionary power and institutional quality: An experimental analysis," Journal of Economic Behavior & Organization, Elsevier, vol. 152(C), pages 314-327.
    25. Rose-Ackerman, Susan, 1975. "The economics of corruption," Journal of Public Economics, Elsevier, vol. 4(2), pages 187-203, February.
    26. Abigail Barr & Danila Serra, 2009. "The effects of externalities and framing on bribery in a petty corruption experiment," Experimental Economics, Springer;Economic Science Association, vol. 12(4), pages 488-503, December.
    27. Wang, Zhaohua & Danish, & Zhang, Bin & Wang, Bo, 2018. "The moderating role of corruption between economic growth and CO2 emissions: Evidence from BRICS economies," Energy, Elsevier, vol. 148(C), pages 506-513.
    28. Armantier, Olivier & Boly, Amadou, 2011. "A controlled field experiment on corruption," European Economic Review, Elsevier, vol. 55(8), pages 1072-1082.
    29. Klaus Abbink, 2006. "Laboratory Experiments on Corruption," Chapters, in: Susan Rose-Ackerman (ed.), International Handbook on the Economics of Corruption, chapter 14, Edward Elgar Publishing.
    30. Lambsdorff, Johann Graf, 2002. "Making corrupt deals: contracting in the shadow of the law," Journal of Economic Behavior & Organization, Elsevier, vol. 48(3), pages 221-241, July.
    31. Tamás Bokor, 2018. "Wood for the Trees: Perception of Corruption among Hungarian Youth," Society and Economy, Akadémiai Kiadó, Hungary, vol. 40(3), pages 377-387, September.
    32. Schram, Arthur & Zheng, Jin Di & Zhuravleva, Tatyana, 2022. "Corruption: A cross-country comparison of contagion and conformism," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 497-518.
    33. Macrae, John, 1982. "Underdevelopment and the economics of corruption: A game theory approach," World Development, Elsevier, vol. 10(8), pages 677-687, August.
    34. 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.
    35. Lopez, Ramon & Mitra, Siddhartha, 2000. "Corruption, Pollution, and the Kuznets Environment Curve," Journal of Environmental Economics and Management, Elsevier, vol. 40(2), pages 137-150, September.
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