Electric vehicle supply chain investment under demand uncertainty: A jointly held real options perspective

IF 6.5 1区 工程技术 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computers & Industrial Engineering Pub Date : 2025-02-01 Epub Date: 2024-12-30 DOI:10.1016/j.cie.2024.110840
Feng Liu , Carman K.M. Lee , Min Xu
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Abstract

An increasing number of electric vehicle (EV) companies are facing supply chain investment decisions, which are essential for the effective operation and management of their businesses. This study proposes a real options approach to explore the investment timing threshold of the EV supply chain under demand uncertainty. It addresses the limitations of previous studies that primarily focused on the perspective of a single investor under a deterministic demand. To achieve the objective, an analytical real options game model is first presented for investment in the EV supply chain. Then, the investment timing threshold and option value of the EV supply chain are derived under three different scenarios: the integrated case, the revenue-sharing contract case, and the revenue-sharing contract through bargaining. The findings reveal that the investment timing threshold is lower when bargaining occurs between the two parties in the EV supply chain compared to the revenue-sharing contract case. Furthermore, the investment timing threshold exhibits a negative correlation with the drift and learning rates. It also increases with the volatility of the bargaining parameter, risk-free interest rate, and market demand volatility. The option value, on the other hand, shows a positive correlation with the demand-shift and volatility parameters. A bargaining-based revenue-sharing contract is proposed as a means to coordinate the supply chain. These results provide theoretical guidance for investments in the EV supply chain.
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需求不确定情况下的电动汽车供应链投资:共同持有实物期权的视角
越来越多的电动汽车公司面临供应链投资决策,这对其业务的有效运营和管理至关重要。本文采用实物期权方法探讨需求不确定性下电动汽车供应链的投资时机阈值。它解决了以往研究的局限性,这些研究主要集中在确定性需求下的单个投资者的角度。为了实现这一目标,首先提出了电动汽车供应链投资的分析实物期权博弈模型。在此基础上,推导了三种情况下电动汽车供应链的投资时机阈值和期权价值:综合情况、收益共享合同情况和议价收益共享合同情况。研究结果表明,在电动汽车供应链双方发生议价时,投资时机门槛较收入分成合同情况下低。此外,投资时机阈值与漂移和学习率呈负相关。随着议价参数的波动、无风险利率的波动和市场需求的波动,其波动率也随之增大。另一方面,期权价值与需求转移和波动率参数呈正相关。提出了一种基于讨价还价的收益共享契约,作为协调供应链的一种手段。这些结果为电动汽车供应链的投资提供了理论指导。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers & Industrial Engineering
Computers & Industrial Engineering 工程技术-工程:工业
CiteScore
12.70
自引率
12.70%
发文量
794
审稿时长
10.6 months
期刊介绍: Computers & Industrial Engineering (CAIE) is dedicated to researchers, educators, and practitioners in industrial engineering and related fields. Pioneering the integration of computers in research, education, and practice, industrial engineering has evolved to make computers and electronic communication integral to its domain. CAIE publishes original contributions focusing on the development of novel computerized methodologies to address industrial engineering problems. It also highlights the applications of these methodologies to issues within the broader industrial engineering and associated communities. The journal actively encourages submissions that push the boundaries of fundamental theories and concepts in industrial engineering techniques.
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