政府监管视角下跨境平台企业数据中心本土化与离境化选择的信号博弈模型研究OACHSSCD
Research on a Signaling Game Model of Cross-border Platform Firms'Choice Between Data Center Localization and Offshoring from the Perspective of Government Regulation
跨境平台企业数据中心本土化或离境化影响其全球化运营与数据安全治理.探讨不对称信息下跨境平台企业数据中心布局与政府监管的交互关系,对提升监管有效性及引导企业合规决策具有现实意义.基于此,本文构建信号博弈模型,分析企业数据中心本土化与离境化间的选择及政府响应机制,并通过 TikTok 案例分析关键参数敏感性和均衡转变.研究发现:提高罚款一定程度上提升数据安全水平,但高风险下,过高罚款削弱政府的数据安全风险识别能力;数据安全风险与单位数据收益存在非线性关系,收益提升虽扩大分离均衡区域,但无法消除混同均衡,且部分情形下混同均衡占主导;提高税率会压缩分离均衡区域,表明单纯强化税收规制难以有效识别跨境平台企业类型.这表明跨境数据治理需平衡安全与效率,政府应构建差异化、弹性化监管体系,跨境平台企业应通过真实合规投入与高质量信息披露增强可识别性和韧性.
The localization or offshoring of data centers by cross-border platform firms affects both their global operations and data security governance.It is very important to explore the interactive relationship between data center location strategies and gove-rnment regulation in the scenario of asymmetric information,which helps to improve regulatory effectiveness,and guide cross-bor-der platform firms'compliance decisions.Based on this question,we develop the signaling game model to make analysis of the mechanism,that is how firms make choices between data center localization and offshoring,as well as how government make re-sponse.We further take TikTok case to explore the sensitivity of critical parameters and changing in different equilibrium outcomes.The research results show that increasing government penalties can improve data security level in some extent;however,under the scenario of high data risk,excessively severe penalties may be detrimental for the government's ability to find data security risks.What's more,data security risk and per-unit data revenue have a nonlinear relationship.Although higher revenue expands the range of separating equilibrium,it cannot get rid of pooling equilibrium,even in some cases,pooling equilibrium has dominant ad-vantages.Moreover,a higher tax rate can shrink the region of separating equilibrium,meaning that strengthening tax-based regula-tion is insufficient to distinguish the compliance types of cross-border platform firms.These findings indicate that improving the le-vel of cross-border data governance need to make balances between data security and operations efficiency.Government need to es-tablish a differentiated and flexible regulatory system,while cross-border platform firms should enhance its identifiability and resilie-nce through lots of compliance investment and high quality level about information disclosure.
郝道青;宋民雪;冷杰;丁文文
东北财经大学管理科学与工程学院,大连 116021大连民族大学经济管理学院,大连 116650东北财经大学管理科学与工程学院,大连 116021东北财经大学公共管理学院,大连 116021
管理科学
数据安全信号博弈跨境平台企业数据中心本土化政府规制数据治理风险识别案例分析
data securitysignaling gamecross-border platform firmsdata center localizationgovernment regulationdata governancerisk identificationcase analysis
《工业技术经济》 2026 (6)
14-25,12
国家社会科学基金青年项目"东北边疆地区生态安全风险评估与屏障建构路径研究"(项目编号:25CMZ035)辽宁省社会科学规划基金项目"辽宁省制造业数字化转型的演化博弈分析及对策研究"(项目编号:L23CGL011).
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