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Achieving a Sustainable Transportation System via Economic, Environmental, and Social Optimization: A Comprehensive AHP-DEA Approach from the Waste Transportation Sector

Author

Listed:
  • Hala Hmamed

    (LM2I Laboratory, ENSAM, Moulay Ismail University, Meknes 50500, Morocco)

  • Asmaa Benghabrit

    (LMAID Laboratory, ENSMR, Rabat 10000, Morocco)

  • Anass Cherrafi

    (LAPSSII Laboratory, EST-Safi, Cadi Ayyad University, Safi 46000, Morocco)

  • Nadia Hamani

    (LTI Laboratory, University of Picardie Jules Verne, 02100 Saint Quentin, France)

Abstract

Given the growing global emphasis on sustainable transportation systems, this research presents a comprehensive approach to achieving economic, social, and environmental efficiency in transport within the waste management sector. To address the different challenges of sustainable transportation issues, this paper presents a hybrid multi-criteria decision-making (MCDM) approach that incorporates the analytic hierarchy process (AHP) along with data envelopment analysis (DEA) for sustainable route selection. By leveraging the strengths of both methods, this approach reconciles conflicting requirements and diverse perspectives, facilitating effective decision making. This paper involves identifying relevant criteria for route evaluation, engaging waste management company experts and stakeholders in pairwise comparisons using AHP. Furthermore, DEA is used to calculate route efficiency based on the inputs and outputs of the system. These evaluations enable the identification of the most effective and sustainable routes. This proposed methodology empowers decision makers and transportation policymakers to develop an effective decision-making tool for addressing waste transportation challenges in developing countries. The study contributes to the growing body of research on sustainable waste management practices and provides insights for waste management companies and decision makers on how to optimize waste transportation routes while reducing economic, social, and environmental impacts.

Suggested Citation

  • Hala Hmamed & Asmaa Benghabrit & Anass Cherrafi & Nadia Hamani, 2023. "Achieving a Sustainable Transportation System via Economic, Environmental, and Social Optimization: A Comprehensive AHP-DEA Approach from the Waste Transportation Sector," Sustainability, MDPI, vol. 15(21), pages 1-26, October.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:21:p:15372-:d:1268957
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    References listed on IDEAS

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    1. Gupta, Pankaj & Mehlawat, Mukesh Kumar & Aggarwal, Usha & Charles, V., 2021. "An integrated AHP-DEA multi-objective optimization model for sustainable transportation in mining industry," Resources Policy, Elsevier, vol. 74(C).
    2. Minjiao Cheng & Wenchao Wei, 2020. "An AHP-DEA Approach of the Bike-Sharing Spots Selection Problem in the Free-Floating Bike-Sharing System," Discrete Dynamics in Nature and Society, Hindawi, vol. 2020, pages 1-15, September.
    3. Deveci, Muhammet & Demirel, Nihan Çetin & Ahmetoğlu, Emine, 2017. "Airline new route selection based on interval type-2 fuzzy MCDM: A case study of new route between Turkey- North American region destinations," Journal of Air Transport Management, Elsevier, vol. 59(C), pages 83-99.
    4. Anass Cherrafi & Said Elfezazi & Kannan Govindan & Jose Arturo Garza-Reyes & Khalid Benhida & Ahmed Mokhlis, 2017. "A framework for the integration of Green and Lean Six Sigma for superior sustainability performance," International Journal of Production Research, Taylor & Francis Journals, vol. 55(15), pages 4481-4515, August.
    5. Cifuentes-Faura, Javier & Faura-Martínez, Ursula, 2023. "Measuring Spanish airport performance: A bootstrap data envelopment analysis of efficiency," Utilities Policy, Elsevier, vol. 80(C).
    6. Salvatore Ammirato & Gerarda Fattoruso & Antonio Violi, 2022. "Parsimonious AHP-DEA Integrated Approach for Efficiency Evaluation of Production Processes," JRFM, MDPI, vol. 15(7), pages 1-15, June.
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