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Do Optimization Models for Humanitarian Operations Need a Paradigm Shift?

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  • Harwin De Vries
  • Luk N. Van Wassenhove

Abstract

Optimization approaches for planning and routing of humanitarian field operations have been studied intensively. Yet, their adoption in practice remains scant. This opinion paper argues that effectiveness increase realized by such approaches can be marginal due to triviality of planning problems, external constraints, and information losses. Cost increases, on the other hand, can be substantial. These include costs of implementation and use, data gathering, and mismatches with organizational cultures. Though such costs are a key concern for humanitarian organizations, OR/MS studies typically consider effectiveness measures only. We argue a paradigm shift towards cost‐effectiveness maximization and increasing the strength of the presented evidence is needed and discuss corresponding future research needs.

Suggested Citation

  • Harwin De Vries & Luk N. Van Wassenhove, 2020. "Do Optimization Models for Humanitarian Operations Need a Paradigm Shift?," Production and Operations Management, Production and Operations Management Society, vol. 29(1), pages 55-61, January.
    • Handle: RePEc:bla:popmgt:v:29:y:2020:i:1:p:55-61
    DOI: 10.1111/poms.13092
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    Cited by:

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    4. Harwin de Vries & Joris van de Klundert & Albert Wagelmans, 2021. "Toward Elimination of Infectious Diseases with Mobile Screening Teams: HAT in the DRC," Production and Operations Management, Production and Operations Management Society, vol. 30(10), pages 3408-3428, October.
    5. Alekh Gour & Shikha Aggarwal & Subodha Kumar, 2022. "Lending ears to unheard voices: An empirical analysis of user‐generated content on social media," Production and Operations Management, Production and Operations Management Society, vol. 31(6), pages 2457-2476, June.
    6. Hossein Baharmand & Diego Vega & Matthieu Lauras & Tina Comes, 2022. "A methodology for developing evidence-based optimization models in humanitarian logistics," Annals of Operations Research, Springer, vol. 319(1), pages 1197-1229, December.
    7. Liu, Kanglin & Zhang, Hengliang & Zhang, Zhi-Hai, 2021. "The efficiency, equity and effectiveness of location strategies in humanitarian logistics: A robust chance-constrained approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 156(C).
    8. Harwin De Vries & Lisa E. Swinkels & Luk N. Van Wassenhove, 2021. "Site Visit Frequency Policies for Mobile Family Planning Services," Production and Operations Management, Production and Operations Management Society, vol. 30(12), pages 4522-4540, December.
    9. Moshtari, Mohammad & Altay, Nezih & Heikkilä, Jussi & Gonçalves, Paulo, 2021. "Procurement in humanitarian organizations: Body of knowledge and practitioner's challenges," International Journal of Production Economics, Elsevier, vol. 233(C).
    10. Iana Shaheen & Arash Azadegan & Samuel Roscoe, 2021. "Who Takes Risks? A Framework on Organizational Risk‐Taking During Sudden‐Onset Disasters," Production and Operations Management, Production and Operations Management Society, vol. 30(11), pages 4023-4043, November.
    11. Charles J. Corbett & Alfonso J. Pedraza‐Martinez & Luk N. Van Wassenhove, 2022. "Sustainable humanitarian operations: An integrated perspective," Production and Operations Management, Production and Operations Management Society, vol. 31(12), pages 4393-4406, December.
    12. Hasti Seraji & Reza Tavakkoli-Moghaddam & Sobhan Asian & Harpreet Kaur, 2022. "An integrative location-allocation model for humanitarian logistics with distributive injustice and dissatisfaction under uncertainty," Annals of Operations Research, Springer, vol. 319(1), pages 211-257, December.
    13. Fernandez Pernett, Stephanie & Amaya, Johanna & Arellana, Julián & Cantillo, Victor, 2022. "Questioning the implication of the utility-maximization assumption for the estimation of deprivation cost functions after disasters," International Journal of Production Economics, Elsevier, vol. 247(C).
    14. Johannes Jakubik & Stefan Feuerriegel, 2022. "Data‐driven allocation of development aid toward sustainable development goals: Evidence from HIV/AIDS," Production and Operations Management, Production and Operations Management Society, vol. 31(6), pages 2739-2756, June.
    15. Stienen, Valentijn & den Hertog, Dick & Wagenaar, J.C. & de Zegher, J.F., 2022. "Enhancing Digital Road Networks for Better Operations in Developing Countries," Discussion Paper 2022-014, Tilburg University, Center for Economic Research.

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