TY - JOUR
T1 - Is digital twin a better solution to improve ESG evaluation for vaccine logistics supply chain: an evolutionary game analysis
AU - Zhang, Mengdi
AU - Yang, Wanting
AU - Zhao, Zhiheng
AU - Pratap, Saurabh
AU - Wu, Wei
AU - Huang, George Q.
N1 - Funding information:
This work is supported by Jiangsu Province Natural Science Foundation (Grant No. BK20220382), Nanjing University of Posts and Telecommunications (Grant No. NY221093), China Postdoctoral Science Foundation (Grant No. 2022M712394), HKSAR ITC ITP/021/20LP, RGC HK TRS (Project No.: T22-502/18-R).
Publisher Copyright:
© 2023, The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2023/12
Y1 - 2023/12
N2 - In recent years, the COVID-19 pandemic has underlined the important role of the vaccine logistics supply chain (VLSC) in supporting public health, safety, and societal value. Simultaneously, environmental, social, and governance (ESG) evaluation appeared in the business and government to tackle sustainable development issues. Therefore, how to effectively govern the cold chain logistics service providers (CCLSPs) to perform better in ESG evaluation becomes an interesting research topic. This paper systematically analyzes the influence of digital twin service (DTS) on ESG evaluation and analytically investigates the long-term behavior of sustainability concerned stakeholders in the VLSC. Firstly, an architecture of DTS enabled ESG evaluation for VLSC is proposed to describe the DTS effectiveness. After that, a tripartite evolutionary game model in a two-tiered VLSC including CCLSPs, the public, and government regulators is proposed. And the conditions for the existence of equilibrium stable points are derived to capture the feature of the government incentives and the role of the public in the DTS investment decisions of CCLSPs. The governance mechanisms, such as the enactment of penalty and bonus, are discussed for facilitating the DTS investment in the VLSC to improve the ESG evaluation of CCLSPs. The association of the factors is validated by using analytical sensitivity analysis. The results manifest that government oversight will promote ESG improvement in the logistics market equipped with DTS. The public will be the driving force behind the refusal of CCLSPs to invest in DTS. It is evident that DTS can offer better solutions for the improvement of ESG assessment for VLSC with different strategic stakeholders.
AB - In recent years, the COVID-19 pandemic has underlined the important role of the vaccine logistics supply chain (VLSC) in supporting public health, safety, and societal value. Simultaneously, environmental, social, and governance (ESG) evaluation appeared in the business and government to tackle sustainable development issues. Therefore, how to effectively govern the cold chain logistics service providers (CCLSPs) to perform better in ESG evaluation becomes an interesting research topic. This paper systematically analyzes the influence of digital twin service (DTS) on ESG evaluation and analytically investigates the long-term behavior of sustainability concerned stakeholders in the VLSC. Firstly, an architecture of DTS enabled ESG evaluation for VLSC is proposed to describe the DTS effectiveness. After that, a tripartite evolutionary game model in a two-tiered VLSC including CCLSPs, the public, and government regulators is proposed. And the conditions for the existence of equilibrium stable points are derived to capture the feature of the government incentives and the role of the public in the DTS investment decisions of CCLSPs. The governance mechanisms, such as the enactment of penalty and bonus, are discussed for facilitating the DTS investment in the VLSC to improve the ESG evaluation of CCLSPs. The association of the factors is validated by using analytical sensitivity analysis. The results manifest that government oversight will promote ESG improvement in the logistics market equipped with DTS. The public will be the driving force behind the refusal of CCLSPs to invest in DTS. It is evident that DTS can offer better solutions for the improvement of ESG assessment for VLSC with different strategic stakeholders.
KW - Digital twin
KW - ESG evaluation
KW - Evolutionary game
KW - Governance mechanism
KW - Vaccine logistics supply chain
UR - http://www.scopus.com/inward/record.url?scp=85162013543&partnerID=8YFLogxK
U2 - 10.1007/s12063-023-00385-w
DO - 10.1007/s12063-023-00385-w
M3 - Journal article
AN - SCOPUS:85162013543
SN - 1936-9735
VL - 16
SP - 1791
EP - 1813
JO - Operations Management Research
JF - Operations Management Research
IS - 4
ER -