考虑信息资产替代性的供应链数据安全投资决策

    Supply Chain Data Security Investment Decision Considering Information Asset Substitutability

    • 摘要: 在数字经济背景下,互联网赋予了企业发展新动能,但随之产生的数据安全问题给相互关联的供应链企业带来了巨大挑战。本文运用博弈论方法,探究由单个供应商和两个信息资产替代性零售商组成的考虑信息资产替代性的供应链数据安全投资决策。研究发现,在分散式决策下,当市场规模较小时,供应商的数据安全投资与信息资产替代率呈正相关,而零售商的数据安全投资与信息资产替代率呈负相关;当市场规模较大时,供应商的数据安全投资与信息资产替代率呈负相关,而零售商的数据安全投资与信息资产替代率呈正相关。在集中式决策下,供应商的数据安全投资与投资有效性呈正相关。而零售商的数据安全投资与投资有效性在市场规模较小时呈负相关,在市场规模较大时呈正相关。供应商和零售商的利润均随信息资产替代率的增大而减少,随投资有效性增大而增加。本文的研究结论可为供应链企业数据安全投资决策的制定提供参考。

       

      Abstract: In the context of the digital economy, the Internet has given new impetus to the development of enterprises, but the resulting data security problems have brought great challenges to interrelated supply chain enterprises. This paper uses the game theory method to explore the decision-making of supply chain data security investment considering the substitution of information assets, which is composed of single supplier and two information asset substitution retailers. The study finds that, when the market scale is small, the supplier's data security investment is positively correlated with the information asset substitution rate, while the retailer's data security investment is negatively correlated with the information asset substitution rate. When the market size is large, the supplier's data security investment is negatively correlated with the information asset substitution rate, while the retailer's data security investment is positively correlated with the information asset substitution rate. Supplier's data security investment is positively correlated with investment effectiveness. Retailer's data security investment is negatively correlated with investment effectiveness when the market size is small, and positively correlated with investment effectiveness when the market size is large. The profits of suppliers and retailers decrease with the increase of information asset substitution rate, and the profits of suppliers and retailers increase with the increase of investment efficiency. The conclusions of this paper can provide reference for the decision-making of data security investment in supply chain enterprises.

       

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