Analysis on the impact of dynamic innovation investment strategy of green supply chain enabled by blockchain

PeerJ Comput Sci. 2024 Apr 29:10:e2002. doi: 10.7717/peerj-cs.2002. eCollection 2024.

Abstract

Background: The emergence of the green supply chain represents a natural evolution from the traditional model. However, this transition has created trust concerns in operational processes. Fortunately, blockchain technology offers a promising solution to address this issue and help businesses overcome related obstacles. As artificial intelligence and blockchain continue to advance, enterprises are increasingly exploring opportunities for green innovation investments, although the optimal timing for successful product innovation can be difficult to predict.

Methods: The effects of successful innovation on eco-friendly supply chains are analyzed through various factors such as optimal investment strategy, level of blockchain technology, and overall system profit. Differential game theory is used to determine the most effective approach across three alliance modes: horizontal cooperative, non-cooperative, and vertical cooperative. Additionally, the impact of innovation uncertainty on member strategies and alliance selection is thoroughly examined.

Results: According to the results, predicting the likelihood of innovation realization can influence decision makers to prioritize current profits. Both horizontal and vertical cooperative alliance models can lead to Pareto improvements in total system profit, both before and after innovation success. However, the vertical cooperative alliance model proves to be more effective, especially at higher realization rates. Green suppliers stand to benefit from the vertical cooperative alliance model, as it can enhance their innovative investment strategy, while platform cooperation does not significantly affect their strategy. Platforms, on the other hand, can benefit from the vertical cooperative alliance model, as it can promote their innovative investment strategy and level of blockchain technology.

Keywords: Blockchain empowerment; Cooperative alliance; Green supply chain; Innovation investment.

Grants and funding

This work was funded by the China University Innovation Fund (2021LDA11003), the Capital University of Economics and Business 2023 Science and Technology Innovation Project: Optimization Research of Green Supply Chain Innovation and Investment Strategies under Blockchain Empowerment, and the 2024 School-level Teaching Reform Project of Capital University of Economics and Business: Artificial Intelligence Talent Cultivation and Teaching Practice Integrating “Artificial Intelligence + X”. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.