关于企业数据资产入表研究综述

On the Research Review of Incorporating Enterprise Data Asset Recognition in Financial Statements

摘要: 随着数据成为核心生产要素，本文围绕企业数据资产入表的关键问题展开综述。学界对数据资产的界定已形成共识，即其为可计量并能带来经济利益的数据资源，但在转化边界与权属法律适配性上仍需深化。会计确认存在三种观点：归入无形资产、单独列类或按业务场景分类，财政部增设“数据资源”项目为实务提供过渡。价值计量是研究难点，传统收益法、经济学方法(博弈论、实物期权)及多属性综合评价法被广泛应用，初始计量中历史成本与公允价值争议显著，后续计量受数据时效性影响，在摊销、减值等方面存在挑战。列报与披露层面，表内归类争议与披露规范缺失并存，表内表外结合的披露方式及“第四张报表”构想逐步被探讨，实证表明信息披露能提升企业价值、降低融资成本。未来研究需聚焦会计规则细化、计量标准化、国际规则协调及数据安全管理。

Abstract: As data has evolved into a core factor of production, this paper provides a comprehensive review of the key issues related to the recognition of enterprise data asset recognition in financial statements. The academic community has largely reached a consensus on defining data assets as measurable data resources capable of generating economic benefits. However, further research is needed concerning the boundaries of data asset conversion and the legal adaptability of ownership rights. Regarding accounting recognition, three perspectives prevail: categorization as intangible assets, establishment of a separate asset class, or classification based on business scenarios. The Ministry of Finance has introduced a “data resources” accounting item as an interim measure to facilitate practical implementation. Valuation remains a challenging area, with traditional income-based approaches, economic methods (e.g., game theory, real options), and multi-attribute comprehensive evaluation techniques being widely applied. Significant debates persist in initial measurement, particularly between historical cost and fair value. Subsequent measurement faces challenges due to data timeliness, including issues related to amortization and impairment. In terms of presentation and disclosure, controversies over classification within financial statements coexist with a lack of standardized disclosure norms. Approaches combining on-statement and off-statement disclosure, as well as the concept of a “fourth statement,” are increasingly being explored. Empirical evidence suggests that enhanced disclosure can improve corporate value and reduce financing costs. Future research should focus on refining accounting standards, standardizing measurement methods, harmonizing international regulations, and strengthening data security management.