制造业企业数据资产价值评估——基于改进多期超额收益模型
Value Evaluation of Data Assets in Manufacturing Enterprises—Based on the Improved Multi-Period Excess Earnings Model
摘要: 在数字经济背景下,数据资产已成为企业核心资源,其准确评估对企业决策至关重要,然而目前并未形成一套全面而客观的评估体系。因此,本文以制造业企业作为研究对象,通过引入改进后的收益法的评估模型,对数据资产进行了量化分析,揭示了数据资产对企业价值的贡献,并强调了数据资产时效性对价值的影响。研究结果表明,数据资产的价值会随着时间推移而变化,因此企业必须加强对数据资产的管理,确保在快速变化的市场中保持竞争力。
Abstract: In the context of the digital economy, data assets have become the core resources of enterprises, and their accurate evaluation is crucial for enterprise decision-making. However, a comprehensive and objective evaluation system has not yet been formed at present. Therefore, taking manufacturing enterprises as the research object, this paper conducts a quantitative analysis of data assets by introducing an improved evaluation model of the income approach, reveals the contribution of data assets to enterprise value, and emphasizes the impact of the timeliness of data assets on value. The research results show that the value of data assets will change over time. Therefore, enterprises must strengthen the management of data assets to ensure their competitiveness in the rapidly changing market.
文章引用:李杰义, 张群雅, 蔡鑫宇. 制造业企业数据资产价值评估——基于改进多期超额收益模型[J]. 电子商务评论, 2025, 14(3): 15-24. https://doi.org/10.12677/ecl.2025.143672

参考文献

[1] Peterson, R.E. (1974) A Cross Section Study of the Demand for Money: The United States, 1960-62. The Journal of Finance, 29, 73-88. [Google Scholar] [CrossRef
[2] Fisher, T. (2009) The Data Asset: How Smart Companies Govern Their Data for Business Success. John Wiley & Sons Inc., 12-30.
[3] Bughin, J., Chui, M. and Manyika, J. (2010) Clouds, Dig Data, and Smart Assets: Ten Tech-Enabled Business Trends to Watch. McKinsey Quarterly, 56, 75-86.
[4] 朱扬勇, 叶雅珍. 从数据的属性看数据资产[J]. 大数据, 2018, 4(6): 65-76.
[5] 徐翔, 赵墨非. 数据资本与经济增长路径[J]. 经济研究, 2020, 55(10): 38-54.
[6] 张俊瑞, 危雁麟. 数据资产会计: 概念解析与财务报表列报[J]. 财会月刊, 2021(23): 13-20.
[7] 秦荣生. 企业数据资产的确认、计量与报告研究[J]. 会计与经济研究, 2020, 34(6): 3-10.
[8] 罗玫, 李金璞, 汤珂. 企业数据资产化: 会计确认与价值评估[J]. 清华大学学报(哲学社会科学版), 2023, 38(5): 195-209, 226.
[9] 李泽红, 檀晓云. 大数据资产会计确认、计量与报告[J]. 财会通讯, 2018(10): 58-59.
[10] Longstaff, F.A. and Schwartz, E.S. (2001) Valuing American Options by Simulation: A Simple Least-Squares Approach. Review of Financial Studies, 14, 113-147. [Google Scholar] [CrossRef
[11] Jang, H.S. and Lee, B.G. (2014) A Study on the Economic Value of Firm’s Big Data Technologies Introduction Using Real Option Approach—Based on YUYU Pharmaceuticals Case. Journal of Internet Computing and Services, 15, 15-26. [Google Scholar] [CrossRef
[12] 张志刚, 杨栋枢, 吴红侠. 数据资产价值评估模型研究与应用[J]. 现代电子技术, 2015, 38(20): 44-47, 51.
[13] 李永红, 张淑雯. 数据资产价值评估模型构建[J]. 财会月刊, 2018(9): 30-35.
[14] 陈芳, 余谦. 数据资产价值评估模型构建——基于多期超额收益法[J]. 财会月刊, 2021(23): 21-27.
[15] 肖雪娇, 杨峰. 互联网企业数据资产价值评估[J]. 财会月刊, 2022(18): 126-135.