ABSTRACT
Case studies report that corruption is not easily combated by policy changes, and that reform policies can have unexpected side-effects in practice. Using agent-based simulation, this paper studies potential anti-corruption policies in the maritime customs context. We detail an agent-based simulation calibrated on the processes of an archetypal Mediterranean container port (where in-group relationships contribute to a situation of endemic corruption), and describe insights gained about the costs and benefits of various reform policies. Results from the simulation model provide commentary on cases reported in the literature, and offer novel evaluation of policies involving process re-engineering.
- S. Abdallah, R. Sayed, I. Rahwan, B. L. LeVeck, M. Cebrian, A. Rutherford, and J. H. Fowler. Corruption drives the emergence of civil society. J. Royal Society Interface, 11(93):20131044, 2014.Google ScholarCross Ref
- T. Balke, S. Cranefield, G. D. Tosto, S. Mahmoud, M. Paolucci, B. T. R. Savarimuthu, and H. Verhagen. Simulation and NorMAS. In Normative Multi-Agent Systems, Dagstuhl Follow-Ups, pages 171--189. 2013.Google Scholar
- M. Bergkvist, P. Davidsson, J. A. Persson, and L. Ramstedt. A hybrid micro-simulator for determining the effects of governmental control policies on transport chains. In Proc. of MABS'04, LNCS 3415, pages 236--247, New York, NY, 2005. Springer. Google ScholarDigital Library
- L. Braubach and A. Pokahr. The Jadex project: Simulation. In Multiagent Systems and Applications, pages 107--128. Springer, 2013.Google Scholar
- M. Chêne. Literature review on corruption at ports and border points in Southern Africa. Expert Answers 387, U4 Anti-Corruption Resource Centre, 2013.Google Scholar
- Customs department denies port corruption. The Daily Star, 22 Dec. 2012.Google Scholar
- P. Davidsson, J. Holmgren, H. Kyhlbäck, D. Mengistu, and M. Persson. Applications of agent based simulation. In Proc. of MABS'06, LNCS 4442, pages 15--27, New York, NY, 2007. Springer. Google ScholarDigital Library
- W. Diab, N. Jarrouj, and G. B. Melki. Corruption on the Port of Beirut. American University of Beirut, PSPA 202, Spring 2013--14, 2014.Google Scholar
- V. Dignum, F. Dignum, S. A. Osinga, and G. J. Hofstede. Normative, cultural and cognitive aspects of modelling policies. In Proc. of WSC'10, pages 720--732, 2010. Google ScholarDigital Library
- B. Dillman. Shining light on the shadows: The political economy of illicit transactions in the Mediterranean. Mediterranean Politics, 12(2):121--139, 2007.Google ScholarCross Ref
- B. Edmonds. The use of models: Making MABS more informative. In Proc. of MABS'00, LNCS 1979, pages 15--32, New York, NY, 2001. Springer. Google ScholarDigital Library
- B. Edmonds, C. Hernandez, and K. G. Troitzsch, editors. Social Simulation: Technologies, Advances and New Discoveries. Information Science Reference, Hershey, PA, 2007. Google ScholarDigital Library
- R. El Hafez. Who are the taxpayers? Where money does get spent. In Lebanon Opportunities, pages 41--57. InfoPro SAL, Oct. 2014.Google Scholar
- M. Finger and P. Schuler. Implementation of Uruguay Round Commitments: The Development Challenge. Blackwell, Oxford, UK, 2000.Google Scholar
- T. Gong. Dangerous collusion: corruption as a collective venture in contemporary China. Communist and Post-Communist Studies, 35(1):85--103, 2002.Google ScholarCross Ref
- O. Habib. Customs graft costing treasury $400m a year. The Daily Star, 4 Dec. 2013.Google Scholar
- D. Halawi. Khalil vows to crack down on corruption at Customs. The Daily Star, 8 Nov. 2014.Google Scholar
- R. Hammond. Endogenous transition dynamics in corruption: An agent-based computer model. Working Paper 19, Brookings Institution, 2000.Google Scholar
- H. Harb, F. J. Srour, and N. Yorke-Smith. A case study in model selection for policy engineering: Simulating maritime customs. In Advanced Agent Technology, LNCS 7068, pages 3--18. Springer, New York, NY, 2012. Google ScholarDigital Library
- L. Henesey, P. Davidsson, and J. A. Persson. Agent based simulation architecture for evaluating operational policies in transshipping containers. JAAMAS, 18(2):220--238, 2009. Google ScholarDigital Library
- L. E. Henesey, T. E. Notteboom, and P. Davidsson. Agent-based simulation of stakeholders relations: An approach to sustainable port and terminal management. In Proc. of Intl. Association of Maritime Economists Annual Conf., pages 314--331, 2003.Google Scholar
- P. Horden and N. Purcell. The Corrupting Sea: A Study of Mediterranean History. Blackwell, Oxford, UK, 2000.Google Scholar
- I. Hors. Fighting corruption in customs administration: What can we learn from recent experiences? OECD Development Centre Working Paper 175, OECD, 2001.Google Scholar
- H. Illeik. Port of Beirut: A sea of corruption. Al Akhbar, 11 Jan. 2012.Google Scholar
- D. Jancsics and I. Jávor. Corrupt governmental networks. International Public Management Journal, 15:62--99, 2012.Google ScholarCross Ref
- M. Johnston. Syndroms of Corruption: Wealth, Power, and Democracy. Cambridge University Press, New York, NY, 2005.Google Scholar
- R. Klitgaard, R. MacLean-Abaroa, and H. L. Parris. Corrupt Cities: A Practical Guide to Cure and Prevention. ICS Press, Oakland, CA, 2000.Google Scholar
- P. Langseth. Prevention: An effective tool to reduce corruption. In Proc. of ISPAC Conf. on Responding to the Challenge of Corruption, 1999.Google Scholar
- M. Lauchs, R. Keast, and N. Yousefpour. Corrupt police networks: Uncovering hidden relationship patterns, functions and roles. Policing & Society, 21(1):110--127, 2011.Google ScholarCross Ref
- Lebanese Customs Authority. Lebanese customs. www.customs.gov.lb/customs. {Online; 29-Sep-2015}.Google Scholar
- P. Lokuge and D. Alahakoon. Improving the adaptability in automated vessel scheduling in container ports using intelligent software agents. EJOR, 177(3):1985--2015, 2007.Google ScholarCross Ref
- J. Makhoul and L. Harrison. Intercessory wasta and village development in Lebanon. Arab Studies Quarterly, 26(3):25--41, 2004.Google Scholar
- M. B. Marietto, N. David, J. S. Sichman, and H. Coelho. A classification of paradigmatic models for agent-based social simulation. In Proc. of MABS'03, LNCS 2927, pages 193--208, New York, NY, 2003. Springer.Google Scholar
- G. Muller. Intermodal Freight Transportation. Eno Transportation Foundation and Intermodal Association of North America, 4th edition, 1999.Google Scholar
- E. Norling, L. Sonenberg, and R. Rönnquist. Enhancing multi-agent based simulation with human-like decision making strategies. In Proc. of MABS'00, LNCS 1979, pages 349--357, New York, NY, 2001. Springer. Google ScholarDigital Library
- R. Outa. Formal modeling and verification of maritime container processing. Master's thesis, American University of Beirut, 2013.Google Scholar
- A. Pokahr, L. Braubach, and W. Lamersdorf. Jadex: A BDI Reasoning Engine. In Multi-Agent Programming, pages 149--174, New York, NY, 2005. Springer.Google Scholar
- M. Y. A. Rawwas, G. L. Patzer, and S. J. Vitell. A cross-cultural investigation of the ethical values of consumers: The potential effect of war and civil disruption. J. Business Ethics, 17:435--448, 1998.Google ScholarCross Ref
- S. Rose-Ackerman. Corruption and government. International Peacekeeping, 15(3):328--343, 2008.Google ScholarCross Ref
- E. Sakr. Corruption widespread, deep-rooted at Beirut Port. The Daily Star, 13 Nov. 2012.Google Scholar
- R. G. Sargent. Verification and validation of simulation models. In Proc. of WSC'07, pages 124--137, 2007. Google ScholarDigital Library
- L. J. Sawaya. What kind of future for the Port of Beirut? Master's thesis, MIT, 2002.Google Scholar
- A. Seleim and N. Bontis. The relationship between culture and corruption: A cross-national study. J. Intellectual Capital, 10(1):165--184, 2009.Google ScholarCross Ref
- S. Sequeira. Displacing corruption: Evidence from a tariff liberalization program. personal.lse.ac.uk/sequeira/Displacing_Corruption_Sequeira.pdf, 2013. {Online; 28-Sep-2015}.Google Scholar
- S. Sequeira and S. Djankov. Corruption and firm behavior: Evidence from African ports. J. International Economics, 94(2):277--294, 2014.Google ScholarCross Ref
- Y. Sidani and W. L. Gardner. Work values in the Arab culture: The case of Lebanese workers. J. Social Psychology, 140(5):597--607, 2000.Google ScholarCross Ref
- P. Sioussiouras and I. Vavouras. Political rights, development, and corruption in the Balkan and Arab Mediterranean countries. Mediterranean Quarterly, 23:89--103, 2012.Google ScholarCross Ref
- H. Situngkir. Money-Scape: A generic agent-based model of corruption. Computational Economics Archive 0405008, EconWP, 2004.Google Scholar
- F. J. Srour and N. Yorke-Smith. Towards agent-based simulation of maritime customs. In Proc. of AAMAS'15, pages 1637--1638, 2015. Google ScholarDigital Library
- K. Sycara and T. Dai. Agent reasoning in negotiation. In The Handbook of Group Decision and Negotiation, chapter 26. Springer, New York, NY, 2010.Google Scholar
- The World Bank. Helping countries combat corruption: The role of the World Bank, poverty reduction and economic management network. Technical report, 1997.Google Scholar
- Transparency International. The Global Corruption Report 2009. www.transparency.org/whatwedo/pub/global_corruption_report_2009, 2009. {Online; 29-Sep-2015}.Google Scholar
- P. van Baalen, R. Zuidwijk, and J. van Nunen. Port inter-organizational information systems. Foundations and Trends in Technology, Information and Operations Management, 2(2--3):81--241, 2008.Google Scholar
Index Terms
- Assessing Maritime Customs Process Re-Engineering using Agent-Based Simulation
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