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The Impact of Consolidating On-Demand Food Delivery on Sustainability: A Simulation Study

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  • Sunarso Radhitya V.P.

    (Universitas Gadjah Mada, Department of Mechanical and Industrial Engineering, Yogyakarta, Indonesia)

  • Wibowo Budhi S.

    (Universitas Gadjah Mada, Department of Mechanical and Industrial Engineering, Yogyakarta, Indonesia)

Abstract

On-demand food delivery services have transformed the food industry, offering customers a convenient way to order their favorite food from restaurants and have it delivered to their doorstep. However, the increased number of delivery vehicles has led to higher costs, traffic congestion, and carbon emissions. To tackle these negative impacts, consolidating the delivery process by combining multiple orders from different restaurants to various customers has been suggested. This study evaluates the sustainability impact of direct versus consolidated orders in the on-demand food delivery sector. To achieve the objective, we used an agent-based simulation model based on real delivery data from Yogyakarta, Indonesia. Our simulation results indicate that due to constraints in time windows and routing complexity, only a small portion of all orders can be consolidated. But where consolidation is feasible, it can benefit businesses and the environment by reducing costs for customers, increasing drivers’ productivity, and reducing carbon emissions. The downside is that it may result in a longer customer waiting time. These findings provide valuable insights for businesses and policymakers seeking to promote sustainable practices in the on-demand food delivery sector.

Suggested Citation

  • Sunarso Radhitya V.P. & Wibowo Budhi S., 2023. "The Impact of Consolidating On-Demand Food Delivery on Sustainability: A Simulation Study," LOGI – Scientific Journal on Transport and Logistics, Sciendo, vol. 14(1), pages 286-297, January.
    • Handle: RePEc:vrs:logitl:v:14:y:2023:i:1:p:286-297:n:6
    DOI: 10.2478/logi-2023-0026
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    References listed on IDEAS

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    1. Zhang, Yuankai & Sun, Lijun & Hu, Xiangpei & Zhao, Chen, 2019. "Order consolidation for the last-mile split delivery in online retailing," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 309-327.
    2. Anne Aguilera & Laetitia Dablanc & Alain Rallet, 2022. "Digital work and urban delivery: Profile, activity and mobility practices of on-demand food delivery couriers in Paris (France)," Post-Print hal-03946497, HAL.
    3. Stöckigt, Gerrit & Schiebener, Johannes & Brand, Matthias, 2018. "Providing sustainability information in shopping situations contributes to sustainable decision making: An empirical study with choice-based conjoint analyses," Journal of Retailing and Consumer Services, Elsevier, vol. 43(C), pages 188-199.
    4. Maren Schnieder & Chris Hinde & Andrew West, 2022. "Emission Estimation of On-Demand Meal Delivery Services Using a Macroscopic Simulation," IJERPH, MDPI, vol. 19(18), pages 1-17, September.
    5. Charlene Li & Miranda Mirosa & Phil Bremer, 2020. "Review of Online Food Delivery Platforms and their Impacts on Sustainability," Sustainability, MDPI, vol. 12(14), pages 1-17, July.
    6. Zhilan Lou & Wanchen Jie & Shuzhu Zhang, 2020. "Multi-Objective Optimization for Order Assignment in Food Delivery Industry with Human Factor Considerations," Sustainability, MDPI, vol. 12(19), pages 1-17, September.
    7. Hewitt, Mike & Nowak, Maciek & Gala, Leo, 2015. "Consolidating home meal delivery with limited operational disruption," European Journal of Operational Research, Elsevier, vol. 243(1), pages 281-291.
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