{"title":"数据要素利用率如何刺激企业全要素生产率:关于生产力悖论的讨论","authors":"Yuheng Ren , Jue Zhang , Xin Wang","doi":"10.1016/j.iref.2024.103681","DOIUrl":null,"url":null,"abstract":"<div><div>Stimulating total factor productivity through the utilization of data factors is a crucial concern for companies operating in the digital era. This study employs data from A-share listed firms from 2011 to 2022 to examine the impact and mechanisms of data utilization on corporate total factor productivity. The findings reveal that effective data utilization can significantly improve corporate total factor productivity, but no evidence supports the productivity dilemma. The stimulating effects are achieved by alleviating investment inefficiency and resource redundancy. Further analysis verifies that firms’ financial performance and life cycle can lead to heterogeneous effects. Specifically, the positive impact is more pronounced in firms with lower operational performance and in periods of maturity and recession.</div></div>","PeriodicalId":14444,"journal":{"name":"International Review of Economics & Finance","volume":null,"pages":null},"PeriodicalIF":4.8000,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"How does data factor utilization stimulate corporate total factor productivity: A discussion of the productivity paradox\",\"authors\":\"Yuheng Ren , Jue Zhang , Xin Wang\",\"doi\":\"10.1016/j.iref.2024.103681\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Stimulating total factor productivity through the utilization of data factors is a crucial concern for companies operating in the digital era. This study employs data from A-share listed firms from 2011 to 2022 to examine the impact and mechanisms of data utilization on corporate total factor productivity. The findings reveal that effective data utilization can significantly improve corporate total factor productivity, but no evidence supports the productivity dilemma. The stimulating effects are achieved by alleviating investment inefficiency and resource redundancy. Further analysis verifies that firms’ financial performance and life cycle can lead to heterogeneous effects. Specifically, the positive impact is more pronounced in firms with lower operational performance and in periods of maturity and recession.</div></div>\",\"PeriodicalId\":14444,\"journal\":{\"name\":\"International Review of Economics & Finance\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2024-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Review of Economics & Finance\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1059056024006737\",\"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":"International Review of Economics & Finance","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1059056024006737","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
How does data factor utilization stimulate corporate total factor productivity: A discussion of the productivity paradox
Stimulating total factor productivity through the utilization of data factors is a crucial concern for companies operating in the digital era. This study employs data from A-share listed firms from 2011 to 2022 to examine the impact and mechanisms of data utilization on corporate total factor productivity. The findings reveal that effective data utilization can significantly improve corporate total factor productivity, but no evidence supports the productivity dilemma. The stimulating effects are achieved by alleviating investment inefficiency and resource redundancy. Further analysis verifies that firms’ financial performance and life cycle can lead to heterogeneous effects. Specifically, the positive impact is more pronounced in firms with lower operational performance and in periods of maturity and recession.
期刊介绍:
The International Review of Economics & Finance (IREF) is a scholarly journal devoted to the publication of high quality theoretical and empirical articles in all areas of international economics, macroeconomics and financial economics. Contributions that facilitate the communications between the real and the financial sectors of the economy are of particular interest.