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Quantitative Investigation of Wildlife Trafficking Supply Chains: A Review

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  • Keskin, Burcu B.
  • Griffin, Emily C.
  • Prell, Jonathan O.
  • Dilkina, Bistra
  • Ferber, Aaron
  • MacDonald, John
  • Hilend, Rowan
  • Griffis, Stanley
  • Gore, Meredith L.

Abstract

The illicit wildlife trade is a pervasive and global problem that has far-reaching impacts on both society and the environment. Aside from threatening numerous species around the world and acting as a potential disease transmission vector for several zoonotic diseases, including the COVID-19 pandemic, this complex system is often linked with other illicit networks such as drugs, weapons, and human trafficking. The annual monetary value of wildlife trafficking is estimated to be over twenty billion USD, and, unfortunately, wildlife trafficking has several unique characteristics that make it difficult to disrupt in an effective and efficient manner. There has been much research and media awareness around wildlife conservation and moral issues surrounding the illicit wildlife trade, but little is known about the supply chain structures and operations of these illicit networks, especially from a quantitative, analytical perspective. This research reviews wildlife trafficking through an operations and supply chain lens. By understanding the unique challenges faced in impeding wildlife trafficking, we present opportunities to resolve them using analytical techniques. We provide the groundwork for future developments in detection, interdiction, reduction, and possibly, elimination of illicit wildlife trade.

Suggested Citation

  • Keskin, Burcu B. & Griffin, Emily C. & Prell, Jonathan O. & Dilkina, Bistra & Ferber, Aaron & MacDonald, John & Hilend, Rowan & Griffis, Stanley & Gore, Meredith L., 2023. "Quantitative Investigation of Wildlife Trafficking Supply Chains: A Review," Omega, Elsevier, vol. 115(C).
  • Handle: RePEc:eee:jomega:v:115:y:2023:i:c:s0305048322001876
    DOI: 10.1016/j.omega.2022.102780
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    References listed on IDEAS

    as
    1. Nail Orkun Baycik & Thomas C. Sharkey & Chase E. Rainwater, 2018. "Interdicting layered physical and information flow networks," IISE Transactions, Taylor & Francis Journals, vol. 50(4), pages 316-331, April.
    2. Smith, J. Cole & Song, Yongjia, 2020. "A survey of network interdiction models and algorithms," European Journal of Operational Research, Elsevier, vol. 283(3), pages 797-811.
    3. Hart E. Posen & Daniel A. Levinthal, 2012. "Chasing a Moving Target: Exploitation and Exploration in Dynamic Environments," Management Science, INFORMS, vol. 58(3), pages 587-601, March.
    4. van Buuren, Stef & Groothuis-Oudshoorn, Karin, 2011. "mice: Multivariate Imputation by Chained Equations in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 45(i03).
    5. Vishal Agrawal & Deishin Lee, 2019. "The Effect of Sourcing Policies on Suppliers’ Sustainable Practices," Production and Operations Management, Production and Operations Management Society, vol. 28(4), pages 767-787, April.
    6. Taylan İlhan & Seyed M. R. Iravani & Mark S. Daskin, 2011. "TECHNICAL NOTE---The Adaptive Knapsack Problem with Stochastic Rewards," Operations Research, INFORMS, vol. 59(1), pages 242-248, February.
    7. Haywood, Adam B. & Lunday, Brian J. & Robbins, Matthew J., 2022. "Intruder detection and interdiction modeling: A bilevel programming approach for ballistic missile defense asset location," Omega, Elsevier, vol. 110(C).
    8. Volodymyr Babich & Gilles Hilary, 2020. "OM Forum—Distributed Ledgers and Operations: What Operations Management Researchers Should Know About Blockchain Technology," Manufacturing & Service Operations Management, INFORMS, vol. 22(2), pages 223-245, March.
    9. Schuldt, BA & Kendall, KE, 1993. "Case progression decision support system improves drug and criminal investigator effectiveness," Omega, Elsevier, vol. 21(3), pages 319-328, May.
    10. Juan S. Borrero & Oleg A. Prokopyev & Denis Sauré, 2019. "Sequential Interdiction with Incomplete Information and Learning," Operations Research, INFORMS, vol. 67(1), pages 72-89, January.
    11. Alan Washburn & Kevin Wood, 1995. "Two-Person Zero-Sum Games for Network Interdiction," Operations Research, INFORMS, vol. 43(2), pages 243-251, April.
    12. Balcik, Burcu & Beamon, Benita M. & Krejci, Caroline C. & Muramatsu, Kyle M. & Ramirez, Magaly, 2010. "Coordination in humanitarian relief chains: Practices, challenges and opportunities," International Journal of Production Economics, Elsevier, vol. 126(1), pages 22-34, July.
    13. Ajay Malaviya & Chase Rainwater & Thomas Sharkey, 2012. "Multi-period network interdiction problems with applications to city-level drug enforcement," IISE Transactions, Taylor & Francis Journals, vol. 44(5), pages 368-380.
    14. Martello, Silvano & Monaci, Michele, 2020. "Algorithmic approaches to the multiple knapsack assignment problem," Omega, Elsevier, vol. 90(C).
    15. William S. Symes & David P. Edwards & Jukka Miettinen & Frank E. Rheindt & L. Roman Carrasco, 2018. "Combined impacts of deforestation and wildlife trade on tropical biodiversity are severely underestimated," Nature Communications, Nature, vol. 9(1), pages 1-9, December.
    16. Christine Ro, 2022. "Marching in the streets for climate-crisis action," Nature, Nature, vol. 603(7900), pages 349-351, March.
    17. Dönmez, Zehranaz & Kara, Bahar Y. & Karsu, Özlem & Saldanha-da-Gama, Francisco, 2021. "Humanitarian facility location under uncertainty: Critical review and future prospects," Omega, Elsevier, vol. 102(C).
    18. Enayaty-Ahangar, Forough & Rainwater, Chase E. & Sharkey, Thomas C., 2019. "A Logic-based Decomposition Approach for Multi-Period Network Interdiction Models," Omega, Elsevier, vol. 87(C), pages 71-85.
    19. Alberto Caprara & Margarida Carvalho & Andrea Lodi & Gerhard J. Woeginger, 2016. "Bilevel Knapsack with Interdiction Constraints," INFORMS Journal on Computing, INFORMS, vol. 28(2), pages 319-333, May.
    20. Konrad, Renata A., 2019. "Designing awareness campaigns to counter human trafficking: An analytic approach," Socio-Economic Planning Sciences, Elsevier, vol. 67(C), pages 86-93.
    21. Sotiris P. Gayialis & Evripidis P. Kechagias & Georgios A. Papadopoulos & Dimitrios Masouras, 2022. "A Review and Classification Framework of Traceability Approaches for Identifying Product Supply Chain Counterfeiting," Sustainability, MDPI, vol. 14(11), pages 1-20, May.
    22. Oecd, 2022. "Teaching for climate action," Teaching in Focus 44, OECD Publishing.
    23. Konrad, Renata A. & Trapp, Andrew C. & Palmbach, Timothy M. & Blom, Jeffrey S., 2017. "Overcoming human trafficking via operations research and analytics: Opportunities for methods, models, and applications," European Journal of Operational Research, Elsevier, vol. 259(2), pages 733-745.
    24. Arshinder & Kanda, Arun & Deshmukh, S.G., 2008. "Supply chain coordination: Perspectives, empirical studies and research directions," International Journal of Production Economics, Elsevier, vol. 115(2), pages 316-335, October.
    25. Kaplan, Edward H., 2008. "Adventures in policy modeling! Operations research in the community and beyond," Omega, Elsevier, vol. 36(1), pages 1-9, February.
    26. Stefan Markowski & Stephanie Koorey & Peter Hall & Jurgen Brauer, 2009. "Multi-Channel Supply Chain For Illicit Small Arms," Defence and Peace Economics, Taylor & Francis Journals, vol. 20(3), pages 171-191.
    27. David B. Brown & James E. Smith, 2013. "Optimal Sequential Exploration: Bandits, Clairvoyants, and Wildcats," Operations Research, INFORMS, vol. 61(3), pages 644-665, June.
    28. Juan S. Borrero & Oleg A. Prokopyev & Denis Sauré, 2016. "Sequential Shortest Path Interdiction with Incomplete Information," Decision Analysis, INFORMS, vol. 13(1), pages 68-98, March.
    29. Burcu B. Keskin & Gregory J. Bott & Nickolas K. Freeman, 2021. "Cracking Sex Trafficking: Data Analysis, Pattern Recognition, and Path Prediction," Production and Operations Management, Production and Operations Management Society, vol. 30(4), pages 1110-1135, April.
    30. Jiayu Chen & Anyan Qi & Milind Dawande, 2020. "Supplier Centrality and Auditing Priority in Socially Responsible Supply Chains," Manufacturing & Service Operations Management, INFORMS, vol. 22(6), pages 1199-1214, November.
    31. Álvarez-Miranda, Eduardo & Salgado-Rojas, José & Hermoso, Virgilio & Garcia-Gonzalo, Jordi & Weintraub, Andrés, 2020. "An integer programming method for the design of multi-criteria multi-action conservation plans," Omega, Elsevier, vol. 92(C).
    32. Huaxia Rui & Guoming Lai, 2015. "Sourcing with Deferred Payment and Inspection under Supplier Product Adulteration Risk," Production and Operations Management, Production and Operations Management Society, vol. 24(6), pages 934-946, June.
    33. Laura McLay & Jamie Lloyd & Emily Niman, 2011. "Interdicting nuclear material on cargo containers using knapsack problem models," Annals of Operations Research, Springer, vol. 187(1), pages 185-205, July.
    34. Erica L. Plambeck & Terry A. Taylor, 2016. "Supplier Evasion of a Buyer’s Audit: Implications for Motivating Supplier Social and Environmental Responsibility," Manufacturing & Service Operations Management, INFORMS, vol. 18(2), pages 184-197, May.
    35. Maass, Kayse Lee & Trapp, Andrew C. & Konrad, Renata, 2020. "Optimizing placement of residential shelters for human trafficking survivors," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
    36. Adem Orsdemir & Bin Hu & Vinayak Deshpande, 2019. "Ensuring Corporate Social and Environmental Responsibility Through Vertical Integration and Horizontal Sourcing," Manufacturing & Service Operations Management, INFORMS, vol. 21(2), pages 417-434, April.
    37. Cho, Seo-Young & Dreher, Axel & Neumayer, Eric, 2013. "Does Legalized Prostitution Increase Human Trafficking?," World Development, Elsevier, vol. 41(C), pages 67-82.
    38. Li Chen & Hau L. Lee, 2017. "Sourcing Under Supplier Responsibility Risk: The Effects of Certification, Audit, and Contingency Payment," Management Science, INFORMS, vol. 63(9), pages 2795-2812, September.
    39. Tim Kraft & León Valdés & Yanchong Zheng, 2020. "Motivating Supplier Social Responsibility Under Incomplete Visibility," Manufacturing & Service Operations Management, INFORMS, vol. 22(6), pages 1268-1286, November.
    40. Kelly M. Sullivan & David P. Morton & Feng Pan & J. Cole Smith, 2014. "Securing a border under asymmetric information," Naval Research Logistics (NRL), John Wiley & Sons, vol. 61(2), pages 91-100, March.
    41. Jing Yang & Juan S. Borrero & Oleg A. Prokopyev & Denis Sauré, 2021. "Sequential Shortest Path Interdiction with Incomplete Information and Limited Feedback," Decision Analysis, INFORMS, vol. 18(3), pages 218-244, September.
    42. Yanhua Bird & Jodi L. Short & Michael W. Toffel, 2019. "Coupling Labor Codes of Conduct and Supplier Labor Practices: The Role of Internal Structural Conditions," Organization Science, INFORMS, vol. 30(4), pages 847-867, July.
    43. Volodymyr Babich & Christopher S. Tang, 2012. "Managing Opportunistic Supplier Product Adulteration: Deferred Payments, Inspection, and Combined Mechanisms," Manufacturing & Service Operations Management, INFORMS, vol. 14(2), pages 301-314, April.
    44. Jabarzare, Ziba & Zolfagharinia, Hossein & Najafi, Mehdi, 2020. "Dynamic interdiction networks with applications in illicit supply chains," Omega, Elsevier, vol. 96(C).
    45. Grant, James A. & Leslie, David S. & Glazebrook, Kevin & Szechtman, Roberto & Letchford, Adam N., 2020. "Adaptive policies for perimeter surveillance problems," European Journal of Operational Research, Elsevier, vol. 283(1), pages 265-278.
    46. Mota, Caroline Maria de Miranda & Figueiredo, Ciro José Jardim de & Pereira, Débora Viana e Sousa, 2021. "Identifying areas vulnerable to homicide using multiple criteria analysis and spatial analysis," Omega, Elsevier, vol. 100(C).
    47. Matteo Fischetti & Ivana Ljubić & Michele Monaci & Markus Sinnl, 2019. "Interdiction Games and Monotonicity, with Application to Knapsack Problems," INFORMS Journal on Computing, INFORMS, vol. 31(2), pages 390-410, April.
    48. Michael Jong Kim & Andrew E.B. Lim, 2016. "Robust Multiarmed Bandit Problems," Management Science, INFORMS, vol. 62(1), pages 264-285, January.
    49. Soo-Haeng Cho & Xin Fang & Sridhar Tayur & Ying Xu, 2019. "Combating Child Labor: Incentives and Information Disclosure in Global Supply Chains," Manufacturing & Service Operations Management, INFORMS, vol. 21(3), pages 692-711, July.
    50. Yagci Sokat, Kezban & Dolinskaya, Irina S. & Smilowitz, Karen & Bank, Ryan, 2018. "Incomplete information imputation in limited data environments with application to disaster response," European Journal of Operational Research, Elsevier, vol. 269(2), pages 466-485.
    51. Krijnen, Job M.T. & Zeelenberg, Marcel & Breugelmans, Seger M. & Van Der Schors, Anna, 2022. "Intention and action in retirement preparation," Behavioural Public Policy, Cambridge University Press, vol. 6(2), pages 191-212, April.
    52. Retsef Levi & Somya Singhvi & Yanchong Zheng, 2020. "Economically Motivated Adulteration in Farming Supply Chains," Management Science, INFORMS, vol. 66(1), pages 209-226, January.
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