{"title":"数据资产化与企业资本定价效率","authors":"Siqi Wang , Li Hou","doi":"10.1016/j.frl.2025.108548","DOIUrl":null,"url":null,"abstract":"<div><div>As the development of the data factor market deepens, data assetization has become a key instrument for enterprises to enhance the quality of information disclosure and improve market recognition. Based on data from Chinese A-share listed companies from 2003 to 2023, this paper constructs a text-based data assetization indicator and empirically analyzes its impact on corporate capital pricing efficiency. The study finds that data assetization significantly enhances the efficiency of corporate capital pricing. Furthermore, financing constraints play a moderating role in the relationship between data assetization and capital pricing efficiency—specifically, the greater the financing constraints, the more pronounced the positive effect of data assetization on capital pricing efficiency. Additionally, the facilitative effect of data assetization on capital pricing efficiency is more significant among non-state-owned enterprises and technology-intensive firms. This paper contributes to a deeper understanding of the market function of data assets and provides empirical support for relevant policy formulation and corporate practices.</div></div>","PeriodicalId":12167,"journal":{"name":"Finance Research Letters","volume":"86 ","pages":"Article 108548"},"PeriodicalIF":6.9000,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Data assetization and corporate capital pricing efficiency\",\"authors\":\"Siqi Wang , Li Hou\",\"doi\":\"10.1016/j.frl.2025.108548\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>As the development of the data factor market deepens, data assetization has become a key instrument for enterprises to enhance the quality of information disclosure and improve market recognition. Based on data from Chinese A-share listed companies from 2003 to 2023, this paper constructs a text-based data assetization indicator and empirically analyzes its impact on corporate capital pricing efficiency. The study finds that data assetization significantly enhances the efficiency of corporate capital pricing. Furthermore, financing constraints play a moderating role in the relationship between data assetization and capital pricing efficiency—specifically, the greater the financing constraints, the more pronounced the positive effect of data assetization on capital pricing efficiency. Additionally, the facilitative effect of data assetization on capital pricing efficiency is more significant among non-state-owned enterprises and technology-intensive firms. This paper contributes to a deeper understanding of the market function of data assets and provides empirical support for relevant policy formulation and corporate practices.</div></div>\",\"PeriodicalId\":12167,\"journal\":{\"name\":\"Finance Research Letters\",\"volume\":\"86 \",\"pages\":\"Article 108548\"},\"PeriodicalIF\":6.9000,\"publicationDate\":\"2025-09-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Finance Research Letters\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1544612325018021\",\"RegionNum\":2,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Finance Research Letters","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1544612325018021","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Data assetization and corporate capital pricing efficiency
As the development of the data factor market deepens, data assetization has become a key instrument for enterprises to enhance the quality of information disclosure and improve market recognition. Based on data from Chinese A-share listed companies from 2003 to 2023, this paper constructs a text-based data assetization indicator and empirically analyzes its impact on corporate capital pricing efficiency. The study finds that data assetization significantly enhances the efficiency of corporate capital pricing. Furthermore, financing constraints play a moderating role in the relationship between data assetization and capital pricing efficiency—specifically, the greater the financing constraints, the more pronounced the positive effect of data assetization on capital pricing efficiency. Additionally, the facilitative effect of data assetization on capital pricing efficiency is more significant among non-state-owned enterprises and technology-intensive firms. This paper contributes to a deeper understanding of the market function of data assets and provides empirical support for relevant policy formulation and corporate practices.
期刊介绍:
Finance Research Letters welcomes submissions across all areas of finance, aiming for rapid publication of significant new findings. The journal particularly encourages papers that provide insight into the replicability of established results, examine the cross-national applicability of previous findings, challenge existing methodologies, or demonstrate methodological contingencies.
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