IDEAS home Printed from https://ideas.repec.org/a/eee/ejores/v262y2017i1p89-107.html
   My bibliography  Save this article

Espionage and the optimal standard of the Customs-Trade Partnership against Terrorism (C-TPAT) program in maritime security

Author

Listed:
  • Bagchi, Aniruddha
  • Paul, Jomon A.

Abstract

We examine the design of a trusted trader program in the U.S. known as C-TPAT (Customs-Trade Partnership against Terrorism). For this, we consider a game between the government, an importer and a terrorist group. The government provides maritime security using three policies: (i) Standard of the C-TPAT program, that is, the degree of security of the supply chain that is required of a member, (ii) Quality of intelligence about the terrorist group, and (iii) Inspection of Cargo. In equilibrium, the government sets the standard of the program at a level that minimizes congestion. However, the optimal espionage expenditure is less than the level that minimizes congestion. We also endogenously determine the membership size of the program and show that it depends non-monotonically on policies such as the standard of the program or the quality of intelligence. Finally, we examine the impact of parametric changes on these policies.

Suggested Citation

  • Bagchi, Aniruddha & Paul, Jomon A., 2017. "Espionage and the optimal standard of the Customs-Trade Partnership against Terrorism (C-TPAT) program in maritime security," European Journal of Operational Research, Elsevier, vol. 262(1), pages 89-107.
  • Handle: RePEc:eee:ejores:v:262:y:2017:i:1:p:89-107
    DOI: 10.1016/j.ejor.2017.03.014
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S037722171730200X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ejor.2017.03.014?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. Xiaojun Shan & Jun Zhuang, 2014. "Subsidizing to disrupt a terrorism supply chain—a four-player game," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 65(7), pages 1108-1119, July.
    2. Dreiding, Rebecca A. & McLay, Laura A., 2013. "An integrated model for screening cargo containers," European Journal of Operational Research, Elsevier, vol. 230(1), pages 181-189.
    3. Nitin Bakshi & Stephen E. Flynn & Noah Gans, 2011. "Estimating the Operational Impact of Container Inspections at International Ports," Management Science, INFORMS, vol. 57(1), pages 1-20, January.
    4. McLay, Laura A. & Dreiding, Rebecca, 2012. "Multilevel, threshold-based policies for cargo container security screening systems," European Journal of Operational Research, Elsevier, vol. 220(2), pages 522-529.
    5. Naraphorn Haphuriwat & Vicki M. Bier & Henry H. Willis, 2011. "Deterring the Smuggling of Nuclear Weapons in Container Freight Through Detection and Retaliation," Decision Analysis, INFORMS, vol. 8(2), pages 88-102, June.
    6. Niyazi Bakır, 2011. "A Stackelberg game model for resource allocation in cargo container security," Annals of Operations Research, Springer, vol. 187(1), pages 5-22, July.
    7. Aniruddha Bagchi & Jomon Aliyas Paul, 2014. "Optimal Allocation of Resources in Airport Security: Profiling vs. Screening," Operations Research, INFORMS, vol. 62(2), pages 219-233, April.
    8. Jie Xu & Jun Zhuang, 2016. "Modeling costly learning and counter-learning in a defender-attacker game with private defender information," Annals of Operations Research, Springer, vol. 236(1), pages 271-289, January.
    9. Xiaojun (Gene) Shan & Jun Zhuang, 2014. "Modeling Credible Retaliation Threats in Deterring the Smuggling of Nuclear Weapons Using Partial Inspection---A Three-Stage Game," Decision Analysis, INFORMS, vol. 11(1), pages 43-62, March.
    10. Vicki Bier & Naraphorn Haphuriwat, 2011. "Analytical method to identify the number of containers to inspect at U.S. ports to deter terrorist attacks," Annals of Operations Research, Springer, vol. 187(1), pages 137-158, July.
    11. Nitin Bakshi & Noah Gans, 2010. "Securing the Containerized Supply Chain: Analysis of Government Incentives for Private Investment," Management Science, INFORMS, vol. 56(2), pages 219-233, February.
    12. Andrew Samuel & Seth D. Guikema, 2012. "Resource Allocation for Homeland Defense: Dealing with the Team Effect," Decision Analysis, INFORMS, vol. 9(3), pages 238-252, September.
    13. Jason R. W. Merrick & Laura A. McLay, 2010. "Is Screening Cargo Containers for Smuggled Nuclear Threats Worthwhile?," Decision Analysis, INFORMS, vol. 7(2), pages 155-171, June.
    14. Juan-JosÈ Ganuza & JosÈ S. Penalva, 2010. "Signal Orderings Based on Dispersion and the Supply of Private Information in Auctions," Econometrica, Econometric Society, vol. 78(3), pages 1007-1030, May.
    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. Bagchi, Aniruddha & Paul, Jomon A., 2021. "National security vs. human rights: A game theoretic analysis of the tension between these objectives," European Journal of Operational Research, Elsevier, vol. 290(2), pages 790-805.
    2. Aniruddha Bagchi & Tridib Bandyopadhyay, 2018. "Role of Intelligence Inputs in Defending Against Cyber Warfare and Cyberterrorism," Decision Analysis, INFORMS, vol. 15(3), pages 174-193, September.
    3. Mohammad Ebrahim Nikoofal & Morteza Pourakbar & Mehmet Gumus, 2023. "Securing containerized supply chain through public and private partnership," Production and Operations Management, Production and Operations Management Society, vol. 32(7), pages 2341-2361, July.
    4. Sushil Gupta & Martin K. Starr & Reza Zanjirani Farahani & Mahsa Mahboob Ghodsi, 2020. "Prevention of Terrorism–An Assessment of Prior POM Work and Future Potentials," Production and Operations Management, Production and Operations Management Society, vol. 29(7), pages 1789-1815, July.
    5. Paul, Jomon A. & Zhang, Minjiao, 2021. "Decision support model for cybersecurity risk planning: A two-stage stochastic programming framework featuring firms, government, and attacker," European Journal of Operational Research, Elsevier, vol. 291(1), pages 349-364.
    6. Pablo Emilio Mora Lozano & Jairo R. Montoya-Torres, 2024. "Global Supply Chains Made Visible through Logistics Security Management," Logistics, MDPI, vol. 8(1), pages 1-39, January.

    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. Sushil Gupta & Martin K. Starr & Reza Zanjirani Farahani & Mahsa Mahboob Ghodsi, 2020. "Prevention of Terrorism–An Assessment of Prior POM Work and Future Potentials," Production and Operations Management, Production and Operations Management Society, vol. 29(7), pages 1789-1815, July.
    2. Bakker, Craig & Webster, Jennifer B. & Nowak, Kathleen E. & Chatterjee, Samrat & Perkins, Casey J. & Brigantic, Robert, 2020. "Multi-Game Modeling for Counter-Smuggling," Reliability Engineering and System Safety, Elsevier, vol. 200(C).
    3. Mohammad Ebrahim Nikoofal & Morteza Pourakbar & Mehmet Gumus, 2023. "Securing containerized supply chain through public and private partnership," Production and Operations Management, Production and Operations Management Society, vol. 32(7), pages 2341-2361, July.
    4. Pourakbar, M. & Zuidwijk, R.A., 2018. "The role of customs in securing containerized global supply chains," European Journal of Operational Research, Elsevier, vol. 271(1), pages 331-340.
    5. Xiaojun (Gene) Shan & Jun Zhuang, 2014. "Modeling Credible Retaliation Threats in Deterring the Smuggling of Nuclear Weapons Using Partial Inspection---A Three-Stage Game," Decision Analysis, INFORMS, vol. 11(1), pages 43-62, March.
    6. Pala, Ali & Zhuang, Jun, 2018. "Security screening queues with impatient applicants: A new model with a case study," European Journal of Operational Research, Elsevier, vol. 265(3), pages 919-930.
    7. Song, Cen & Zhuang, Jun, 2017. "N-stage security screening strategies in the face of strategic applicants," Reliability Engineering and System Safety, Elsevier, vol. 165(C), pages 292-301.
    8. L. Robin Keller & Kelly M. Kophazi, 2012. "From the Editors ---Copulas, Group Preferences, Multilevel Defenders, Sharing Rewards, and Communicating Analytics," Decision Analysis, INFORMS, vol. 9(3), pages 213-218, September.
    9. Rakesh K. Sarin & L. Robin Keller, 2013. "From the Editors: Probability Approximations, Anti-Terrorism Strategy, and Bull's-Eye Display for Performance Feedback," Decision Analysis, INFORMS, vol. 10(1), pages 1-5, March.
    10. Xing Gao & Weijun Zhong & Shue Mei, 2013. "Information Security Investment When Hackers Disseminate Knowledge," Decision Analysis, INFORMS, vol. 10(4), pages 352-368, December.
    11. Romero, Pablo & Graneri, Jorge & Viera, Omar & Moscatelli, Sandro & Tansini, Libertad, 2016. "A Multi-Tree Committee to assist port-of-entry inspection decisions," European Journal of Operational Research, Elsevier, vol. 253(1), pages 170-177.
    12. Puneet Agarwal & Kyle Hunt & Shivasubramanian Srinivasan & Jun Zhuang, 2020. "Fire Code Inspection and Compliance: A Game-Theoretic Model Between Fire Inspection Agencies and Building Owners," Decision Analysis, INFORMS, vol. 17(3), pages 208-226, September.
    13. Gharehgozli, A.H. & Roy, D. & de Koster, M.B.M., 2014. "Sea Container Terminals," ERIM Report Series Research in Management ERS-2014-009-LIS, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    14. Liu, Dehai & Xiao, Xingzhi & Li, Hongyi & Wang, Weiguo, 2015. "Historical evolution and benefit–cost explanation of periodical fluctuation in coal mine safety supervision: An evolutionary game analysis framework," European Journal of Operational Research, Elsevier, vol. 243(3), pages 974-984.
    15. Zhang, Jing & Zhuang, Jun & Behlendorf, Brandon, 2018. "Stochastic shortest path network interdiction with a case study of Arizona–Mexico border," Reliability Engineering and System Safety, Elsevier, vol. 179(C), pages 62-73.
    16. Aniruddha Bagchi & Jomon Aliyas Paul, 2014. "Optimal Allocation of Resources in Airport Security: Profiling vs. Screening," Operations Research, INFORMS, vol. 62(2), pages 219-233, April.
    17. Jason R. W. Merrick & Fabrizio Ruggeri & Refik Soyer & L. Robin Keller, 2012. "From the Editors---Games and Decisions in Reliability and Risk," Decision Analysis, INFORMS, vol. 9(2), pages 81-85, June.
    18. Hoogstrate, André J. & Klaassen, Chris A.J., 2015. "Information weighted sampling for detecting rare items in finite populations with a focus on security," European Journal of Operational Research, Elsevier, vol. 241(3), pages 880-887.
    19. Amir Gharehgozli & Nima Zaerpour & Rene Koster, 2020. "Container terminal layout design: transition and future," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 22(4), pages 610-639, December.
    20. Agarwal, Puneet & Aziz, Ridwan Al & Zhuang, Jun, 2022. "Interplay of rumor propagation and clarification on social media during crisis events - A game-theoretic approach," European Journal of Operational Research, Elsevier, vol. 298(2), pages 714-733.

    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:ejores:v:262:y:2017:i:1:p:89-107. 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/eor .

    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.