IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i11p4412-d1400184.html
   My bibliography  Save this article

Identification of Key Drivers for Performance Measurement in Sustainable Humanitarian Relief Logistics: An Integrated Fuzzy Delphi-DEMATEL Approach

Author

Listed:
  • Muhammad Sarfraz Ahmad

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

  • Wang Fei

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

  • Muhammad Shoaib

    (School of Economics and Management, Chang’an University, Xi’an 710064, China)

  • Hassan Ali

    (School of Management, Northwestern Polytechnical University, Xi’an 710072, China)

Abstract

Sustainable humanitarian relief logistics (SHRL) is gaining attention due to increased disasters, unpredictable demand, large volumes, high delivery stakes, and limited resources, evaluated through adaptable performance drivers. This study presents a novel hybrid framework for SHRL, combining the Fuzzy Delphi Method (FDM) and Fuzzy Decision-Making Trial and Evaluation Laboratory (FDEMATEL). Initially, FDM is utilized to reach a consensus among experts concerning key performance indicators (KPIs) for humanitarian logistics and supply chains. By incorporating the inherent uncertainty and vagueness in expert judgments, FDM refines the list of key performance indicators that reflect the real-life conditions and constraints in disaster operations. Finally, the fuzzy DEMATEL approach was used to analyze the interrelationships among factors, identifying cause-and-effect behavior and ranking them, forming a robust theoretical framework. Based on the acquired results, the KPIs attached to the Quality (P1) aspect of the proposed framework have gained significant importance and are the main cause in a cause-and-effect relationship which impacts and is helpful to improve the performance of humanitarian organizations in all phases of disaster management. The KPIs prompt delivery (D1), and delivery accuracy (D2) are more significant, while capacity building and training (D19) and delivery compliance (D15) are least significant in SHRL scenarios. This research is expected to support humanitarian organizations in enhancing their capabilities, thereby improving the effectiveness and efficiency of aid delivery in disaster-stricken areas.

Suggested Citation

  • Muhammad Sarfraz Ahmad & Wang Fei & Muhammad Shoaib & Hassan Ali, 2024. "Identification of Key Drivers for Performance Measurement in Sustainable Humanitarian Relief Logistics: An Integrated Fuzzy Delphi-DEMATEL Approach," Sustainability, MDPI, vol. 16(11), pages 1-37, May.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:11:p:4412-:d:1400184
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/11/4412/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/16/11/4412/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Devendra K. Yadav & Akhilesh Barve, 2019. "Prioritization of cyclone preparedness activities in humanitarian supply chains using fuzzy analytical network process," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 97(2), pages 683-726, June.
    2. Md. Ismail Hossain & Md Al Amin & Roberto Baldacci & Md. Habibur Rahman, 2023. "Identification and Prioritization of Green Lean Supply Chain Management Factors Using Fuzzy DEMATEL," Sustainability, MDPI, vol. 15(13), pages 1-20, July.
    3. Ali Anjomshoae & Adnan Hassan & Kuan Yew Wong, 2019. "An integrated AHP-based scheme for performance measurement in humanitarian supply chains," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 68(5), pages 938-957, March.
    4. Bouzon, Marina & Govindan, Kannan & Rodriguez, Carlos M.Taboada & Campos, Lucila M.S., 2016. "Identification and analysis of reverse logistics barriers using fuzzy Delphi method and AHP," Resources, Conservation & Recycling, Elsevier, vol. 108(C), pages 182-197.
    5. Kundu, Tanmoy & Sheu, Jiuh-Biing & Kuo, Hsin-Tsz, 2022. "Emergency logistics management—Review and propositions for future research," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 164(C).
    6. Louisi Francis Moura & Edson Pinheiro Lima & Fernando Deschamps & Eileen Van Aken & Sergio Eduardo Gouvea da Costa & Rafael Duarte & Rafael Araujo Kluska, 2022. "What Role Do Design Factors Play in Applying Performance Measurement Systems in Nonprofit Organizations?," Administrative Sciences, MDPI, vol. 12(2), pages 1-17, March.
    7. Laura Laguna-Salvadó & Matthieu Lauras & Uche Okongwu & Tina Comes, 2019. "A multicriteria Master Planning DSS for a sustainable humanitarian supply chain," Annals of Operations Research, Springer, vol. 283(1), pages 1303-1343, December.
    8. Dorna Jazebi Moghaddam & Zeinab Sazvar & Abbas Keramati, 2024. "Fuzzy DEMATEL-ANP-Based Approach for Determining the CRM Readiness Factors," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 23(02), pages 825-883, March.
    9. Rameshwar Dubey & Nezih Altay & Constantin Blome, 2019. "Swift trust and commitment: The missing links for humanitarian supply chain coordination?," Annals of Operations Research, Springer, vol. 283(1), pages 159-177, December.
    10. Norman Dalkey & Olaf Helmer, 1963. "An Experimental Application of the DELPHI Method to the Use of Experts," Management Science, INFORMS, vol. 9(3), pages 458-467, April.
    11. Giulia Santarelli & Hella Abidi & Matthias Klumpp & Alberto Regattieri, 2015. "Humanitarian supply chains and performance measurement schemes in practice," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 64(6), pages 784-810, July.
    12. L N Van Wassenhove, 2006. "Humanitarian aid logistics: supply chain management in high gear," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(5), pages 475-489, May.
    13. Lambert, Richard A., 2001. "Contracting theory and accounting," Journal of Accounting and Economics, Elsevier, vol. 32(1-3), pages 3-87, December.
    Full references (including those not matched with items on IDEAS)

    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. Anderson Nunes Silva & Marcele Elisa Fontana, 2024. "A New Model to Consolidate Long-Term Intersectoral Partnerships in Humanitarian and Social Crises Management," Public Organization Review, Springer, vol. 24(1), pages 27-51, March.
    2. Lijo John & Anand Gurumurthy & Arqum Mateen & Gopalakrishnan Narayanamurthy, 2022. "Improving the coordination in the humanitarian supply chain: exploring the role of options contract," Annals of Operations Research, Springer, vol. 319(1), pages 15-40, December.
    3. Birdoğan Baki & Nermin Abuasad, 2020. "The Evaluation of Humanitarian Supply Chain Performance Based On Balanced Scorecard-DEMATEL Approach," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 8(2), pages 163-180, December.
    4. Pravin Kumar & Rajesh Kr Singh, 2022. "Application of Industry 4.0 technologies for effective coordination in humanitarian supply chains: a strategic approach," Annals of Operations Research, Springer, vol. 319(1), pages 379-411, December.
    5. Félicia Saïah & Diego Vega & Harwin de Vries & Joakim Kembro, 2023. "Process modularity, supply chain responsiveness, and moderators: The Médecins Sans Frontières response to the Covid‐19 pandemic," Production and Operations Management, Production and Operations Management Society, vol. 32(5), pages 1490-1511, May.
    6. Christian Wankmüller & Gerald Reiner, 2021. "Identifying Challenges and Improvement Approaches for More Efficient Procurement Coordination in Relief Supply Chains," Sustainability, MDPI, vol. 13(4), pages 1-23, February.
    7. Samuel Fosso Wamba, 2022. "Humanitarian supply chain: a bibliometric analysis and future research directions," Annals of Operations Research, Springer, vol. 319(1), pages 937-963, December.
    8. Kumar, Anil, 2021. "Analysing the drivers of customer happiness at authorized workshops and improving retention," Journal of Retailing and Consumer Services, Elsevier, vol. 62(C).
    9. Muhammad Umar Farooq & Amjad Hussain & Tariq Masood & Muhammad Salman Habib, 2021. "Supply Chain Operations Management in Pandemics: A State-of-the-Art Review Inspired by COVID-19," Sustainability, MDPI, vol. 13(5), pages 1-33, February.
    10. Fang Xu & Yifan Ma & Chang Liu & Ying Ji, 2024. "Emergency Logistics Facilities Location Dual-Objective Modeling in Uncertain Environments," Sustainability, MDPI, vol. 16(4), pages 1-34, February.
    11. Fan Chen & Sen Liu & Andrea Appolloni, 2020. "Horizontal Coordination of I-LNGOs in the Humanitarian Supply Chain: An Evolutionary Game Approach," Sustainability, MDPI, vol. 12(15), pages 1-21, July.
    12. Swati Goyal & Shivi Agarwal & Narinderjit Singh Sawaran Singh & Trilok Mathur & Nirbhay Mathur, 2022. "Analysis of Hybrid MCDM Methods for the Performance Assessment and Ranking Public Transport Sector: A Case Study," Sustainability, MDPI, vol. 14(22), pages 1-21, November.
    13. Sarah Schiffling & Claire Hannibal & Matthew Tickle & Yiyi Fan, 2022. "The implications of complexity for humanitarian logistics: a complex adaptive systems perspective," Annals of Operations Research, Springer, vol. 319(1), pages 1379-1410, December.
    14. 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.
    15. Josip Marić & Carlos Galera-Zarco & Marco Opazo-Basáez, 2022. "The emergent role of digital technologies in the context of humanitarian supply chains: a systematic literature review," Annals of Operations Research, Springer, vol. 319(1), pages 1003-1044, December.
    16. Cao, Cejun & Liu, Yang & Tang, Ou & Gao, Xuehong, 2021. "A fuzzy bi-level optimization model for multi-period post-disaster relief distribution in sustainable humanitarian supply chains," International Journal of Production Economics, Elsevier, vol. 235(C).
    17. M. Ali Ülkü & James H. Bookbinder & Nam Yi Yun, 2024. "Leveraging Industry 4.0 Technologies for Sustainable Humanitarian Supply Chains: Evidence from the Extant Literature," Sustainability, MDPI, vol. 16(3), pages 1-26, February.
    18. Seyed Mohammad Hossein Zakeri & Sanaz Tabatabaee & Syuhaida Ismail & Amir Mahdiyar & Mohammad Hussaini Wahab, 2023. "Developing an MCDM Model for the Benefits, Opportunities, Costs and Risks of BIM Adoption," Sustainability, MDPI, vol. 15(5), pages 1-19, February.
    19. Rameshwar Dubey, 2022. "Design and management of humanitarian supply chains: challenges, solutions, and frameworks," Annals of Operations Research, Springer, vol. 319(1), pages 1-14, December.
    20. Guo Fuli & Cyril Foropon & Ma Xin, 2022. "Reducing carbon emissions in humanitarian supply chain: the role of decision making and coordination," Annals of Operations Research, Springer, vol. 319(1), pages 355-377, December.

    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:gam:jsusta:v:16:y:2024:i:11:p:4412-:d:1400184. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.