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Contract vs. Subsidy: A Differential Game Analysis for Quality Improvement in the Electric Scooter Supply Chain

Author

Listed:
  • Rui Song

    (Logistics College, Central South University of Forestry and Technology, Changsha 410004, China)

  • Hongzhou Jin

    (Logistics College, Central South University of Forestry and Technology, Changsha 410004, China)

  • Xingjian Xue

    (College of Landscape Architecture, Central South University of Forestry and Technology, Changsha 410004, China)

  • Duangao Luo

    (Logistics College, Central South University of Forestry and Technology, Changsha 410004, China)

Abstract

As a sustainable mode of transportation, the electric scooter offers residents a low-carbon, convenient, and fast travel option. However, its battery quality problem also brings safety risks that cannot be ignored. We construct eight different differential game models to investigate quality improvement strategies by battery makers and electric scooter manufacturers at the design and manufacturing stages. Our results show that the government subsidy is a better incentive for manufacturers to invest more in quality in the design and manufacturing steps than the cost-sharing contract. This leads to improvements in the product quality of electric scooters. The indicators of the discrete decision-making model without government subsidies and cost-sharing contracts are relatively low. Second, the quality of the electric scooter is affected by several key factors, including time, quality decay coefficient, and income distribution coefficient. Specifically, the quality of electric scooter products exhibits a positive correlation with time but gradually declines as the quality decay coefficient increases. Third, through specific numerical analyses, we further find that the income distribution coefficient affects the manufacturer’s product quality inputs in the design and manufacturing process, the optimal revenues of upstream and downstream manufacturers, the cost-sharing ratio, and the government subsidy rate to varying degrees.

Suggested Citation

  • Rui Song & Hongzhou Jin & Xingjian Xue & Duangao Luo, 2025. "Contract vs. Subsidy: A Differential Game Analysis for Quality Improvement in the Electric Scooter Supply Chain," Sustainability, MDPI, vol. 17(4), pages 1-41, February.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:4:p:1442-:d:1587789
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    References listed on IDEAS

    as
    1. Wu, Cheng-Han, 2021. "A dynamic perspective of government intervention in a competitive closed-loop supply chain," European Journal of Operational Research, Elsevier, vol. 294(1), pages 122-137.
    2. Longfei He & Baiyun Yuan & Junsong Bian & Kin Keung Lai, 2023. "Differential game theoretic analysis of the dynamic emission abatement in low-carbon supply chains," Annals of Operations Research, Springer, vol. 324(1), pages 355-393, May.
    3. Lu, Fuxiao & Tang, Wansheng & Liu, Guowei & Zhang, Jianxiong, 2019. "Cooperative advertising: A way escaping from the prisoner’s dilemma in a supply chain with sticky price," Omega, Elsevier, vol. 86(C), pages 87-106.
    4. Liu, Zheng & Huang, Yu-Qing & Shang, Wen-Long & Zhao, Yuan-Jun & Yang, Zao-Li & Zhao, Zhao, 2022. "Precooling energy and carbon emission reduction technology investment model in a fresh food cold chain based on a differential game," Applied Energy, Elsevier, vol. 326(C).
    5. Jafar Heydari & Kannan Govindan & Zahra Basiri, 2021. "Balancing price and green quality in presence of consumer environmental awareness: a green supply chain coordination approach," International Journal of Production Research, Taylor & Francis Journals, vol. 59(7), pages 1957-1975, April.
    6. Feng Ju & Jingshan Li & Guoxian Xiao & Jorge Arinez & Weiwen Deng, 2015. "Modeling, analysis, and improvement of integrated productivity and quality system in battery manufacturing," IISE Transactions, Taylor & Francis Journals, vol. 47(12), pages 1313-1328, December.
    7. Bian, Junsong & Zhao, Xuan, 2020. "Tax or subsidy? An analysis of environmental policies in supply chains with retail competition," European Journal of Operational Research, Elsevier, vol. 283(3), pages 901-914.
    8. Bertinelli, Luisito & Camacho, Carmen & Zou, Benteng, 2014. "Carbon capture and storage and transboundary pollution: A differential game approach," European Journal of Operational Research, Elsevier, vol. 237(2), pages 721-728.
    9. Elnaz Kanani Kuchesfehani & Elena M. Parilina & Georges Zaccour, 2023. "Revenue and cost sharing contract in a dynamic closed-loop supply chain with uncertain parameters," Annals of Operations Research, Springer, vol. 322(2), pages 851-877, March.
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