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Freight transportation planning in platform service supply chain considering carbon emissions

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  • Mei, Qihuang
  • Li, Jianbin
  • Ursavas, Evrim
  • Zhu, Stuart X.
  • Luo, Xiaomeng

Abstract

The online-to-offline (O2O) platform is becoming increasingly popular in today's market. This study investigates the decision-making problem of an O2O freight platform facing uncertain demand and carbon emission constraints to achieve sustainable development and establish an environment-friendly image. By receiving customer orders online and then delivering them offline, the platform chooses the optimal dispatching time and pricing level to maximize its profit under a limited carbon cap. We consider a stochastic model with two kinds of demand functions, i.e., additive and multiplicative cases, and solve the optimization problems. By adopting a data set from a leading O2O freight platform in China, we find that the proposed model can effectively increase the revenue of the platform by more than 20 % if the platform increases the price appropriately. The results further show that market parameters such as potential market size and price elasticity have a more significant influence on the price decision than logistics parameters such as the fixed shipping cost and holding cost per unit volume per unit time, while logistics parameters affect the dispatching time decision more significantly than market parameters. With respect to the profit, as the carbon cap increases, the profit of the platform first climbs up to a peak point and then decreases with the further increase of the cap due to rising inventory holding costs. Furthermore, the O2O platform can benefit from a large-scale market and thus might suffer a loss at its start-up stage. Our study contributes to the literature on the O2O platform and the freight transportation planning with the consideration of sustainable development.

Suggested Citation

  • Mei, Qihuang & Li, Jianbin & Ursavas, Evrim & Zhu, Stuart X. & Luo, Xiaomeng, 2021. "Freight transportation planning in platform service supply chain considering carbon emissions," International Journal of Production Economics, Elsevier, vol. 240(C).
    • Handle: RePEc:eee:proeco:v:240:y:2021:i:c:s0925527321002176
    DOI: 10.1016/j.ijpe.2021.108241
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    1. Daryanto, Yosef & Wee, Hui Ming & Astanti, Ririn Diar, 2019. "Three-echelon supply chain model considering carbon emission and item deterioration," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 368-383.
    2. Liu, Xiaotong & Zhang, Kai & Chen, Bokui & Zhou, Jun & Miao, Lixin, 2018. "Analysis of logistics service supply chain for the One Belt and One Road initiative of China," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 117(C), pages 23-39.
    3. Jiangtao Hong & Chaher Alzaman & Ali Diabat & Akif Bulgak, 2019. "Sustainability dimensions and PM2.5 in supply chain logistics," Annals of Operations Research, Springer, vol. 275(2), pages 339-366, April.
    4. Wang, Yulan & Wallace, Stein W. & Shen, Bin & Choi, Tsan-Ming, 2015. "Service supply chain management: A review of operational models," European Journal of Operational Research, Elsevier, vol. 247(3), pages 685-698.
    5. Wang, Shiying & Chen, Huimiao & Wu, Desheng, 2019. "Regulating platform competition in two-sided markets under the O2O era," International Journal of Production Economics, Elsevier, vol. 215(C), pages 131-143.
    6. Modak, Nikunja Mohan & Kelle, Peter, 2019. "Managing a dual-channel supply chain under price and delivery-time dependent stochastic demand," European Journal of Operational Research, Elsevier, vol. 272(1), pages 147-161.
    7. Qingguo Bai & Yeming Gong & Mingzhou Jin & Xianhao Xu, 2019. "Effects of carbon emission reduction on supply chain coordination with vendor-managed deteriorating product inventory," Post-Print hal-02312264, HAL.
    8. Li, Jianbin & Zheng, Yuting & Dai, Bin & Yu, Jiang, 2020. "Implications of matching and pricing strategies for multiple-delivery-points service in a freight O2O platform," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 136(C).
    9. Ilke Aydogan, 2021. "Prior Beliefs and Ambiguity Attitudes in Decision from Experience," Management Science, INFORMS, vol. 67(11), pages 6934-6945, November.
    10. Lee, Der-Horng & Dong, Meng & Bian, Wen, 2010. "The design of sustainable logistics network under uncertainty," International Journal of Production Economics, Elsevier, vol. 128(1), pages 159-166, November.
    11. Yilei Pei & Wanxin Xue & Yong Yang & Dandan Li & Yi Li, 2019. "The Impacts of User Experience on User Loyalty Based on O2O Innovation Platform," Journal of Electronic Commerce in Organizations (JECO), IGI Global Scientific Publishing, vol. 17(2), pages 79-87, April.
    12. Maud Van den Broeke & Robert Boute & Behzad Samii, 2015. "Evaluation of product-platform decisions based on total supply chain costs," International Journal of Production Research, Taylor & Francis Journals, vol. 53(18), pages 5545-5563, September.
    13. E. Ursavas & Stuart X. Zhu, 2018. "Integrated Passenger and Freight Train Planning on Shared-Use Corridors," Service Science, INFORMS, vol. 52(6), pages 1376-1390, December.
    14. Bai, Qingguo & Gong, Yeming (Yale) & Jin, Mingzhou & Xu, Xianhao, 2019. "Effects of carbon emission reduction on supply chain coordination with vendor-managed deteriorating product inventory," International Journal of Production Economics, Elsevier, vol. 208(C), pages 83-99.
    15. Ralf Borndörfer & Torsten Klug & Thomas Schlechte & Armin Fügenschuh & Thilo Schang & Hanno Schülldorf, 2016. "The Freight Train Routing Problem for Congested Railway Networks with Mixed Traffic," Transportation Science, INFORMS, vol. 50(2), pages 408-423, May.
    16. Lindholm, Maria Eleonor & Blinge, Magnus, 2014. "Assessing knowledge and awareness of the sustainable urban freight transport among Swedish local authority policy planners," Transport Policy, Elsevier, vol. 32(C), pages 124-131.
    17. Baykasoğlu, Adil & Subulan, Kemal, 2016. "A multi-objective sustainable load planning model for intermodal transportation networks with a real-life application," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 95(C), pages 207-247.
    18. Mathieu Lesueur & Laurent Bironneau & Gulliver Lux & Thierry Morvan, 2020. "Reflections on using the blockchain for logistics and supply chain management," Post-Print halshs-02886572, HAL.
    19. SteadieSeifi, M. & Dellaert, N.P. & Nuijten, W. & Van Woensel, T. & Raoufi, R., 2014. "Multimodal freight transportation planning: A literature review," European Journal of Operational Research, Elsevier, vol. 233(1), pages 1-15.
    20. Tseng, Ming-Lang & Lim, Ming K. & Wong, Wai-Peng & Chen, Yi-Chun & Zhan, Yuanzhu, 2018. "A framework for evaluating the performance of sustainable service supply chain management under uncertainty," International Journal of Production Economics, Elsevier, vol. 195(C), pages 359-372.
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    2. Linghu, Dazhi & Wu, Xilin & Lai, Kee-Hung & Ye, Fei & Kumar, Ajay & Tan, Kim Hua, 2022. "Implementation strategy and emission reduction effectiveness of carbon cap-and-trade in heterogeneous enterprises," International Journal of Production Economics, Elsevier, vol. 248(C).
    3. Ashraf, Muhammad Hasan & Chen, Yuwen & Yalcin, Mehmet G., 2022. "Minding Braess Paradox amid third-party logistics hub capacity expansion triggered by demand surge," International Journal of Production Economics, Elsevier, vol. 248(C).
    4. Park, Arim & Chen, Roger & Cho, Soohyun & Zhao, Yao, 2023. "The determinants of online matching platforms for freight services," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 179(C).
    5. Msefula, Griffin & Hou, Tony Chieh-Tse & Lemesi, Tina, 2024. "Dynamics of legal structure and geopolitical influence on carbon tax in response to green transportation," Applied Energy, Elsevier, vol. 371(C).
    6. Damian Dubisz & Paulina Golinska-Dawson & Przemysław Zawodny, 2022. "Measuring CO 2 Emissions in E-Commerce Deliveries: From Empirical Studies to a New Calculation Approach," Sustainability, MDPI, vol. 14(23), pages 1-20, December.

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