Yingchuan Yan , Yongqian Tu , Gaofeng Zhu , Grace Li Tian
{"title":"Regional knowledge protection, innovation level, and data element level","authors":"Yingchuan Yan , Yongqian Tu , Gaofeng Zhu , Grace Li Tian","doi":"10.1016/j.iref.2025.104073","DOIUrl":null,"url":null,"abstract":"<div><div>This study conducts a thorough analysis of the relationship between regional knowledge protection and the advancement of data elements. The findings reveal a strong positive correlation, indicating that enhanced regional knowledge protection significantly boosts the level of data elements, and the pivotal intermediary role played by the innovation level in this relationship. Furthermore, the impact of regional knowledge protection on data element advancement exhibits regional variations, with the eastern region of China showing the most prominent effects. This study provides valuable insights into the importance of regional knowledge protection and the intermediary role of innovation in driving data element advancement.</div></div>","PeriodicalId":14444,"journal":{"name":"International Review of Economics & Finance","volume":"100 ","pages":"Article 104073"},"PeriodicalIF":5.6000,"publicationDate":"2025-06-01","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/S1059056025002369","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/3/29 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
引用次数: 0
Abstract
This study conducts a thorough analysis of the relationship between regional knowledge protection and the advancement of data elements. The findings reveal a strong positive correlation, indicating that enhanced regional knowledge protection significantly boosts the level of data elements, and the pivotal intermediary role played by the innovation level in this relationship. Furthermore, the impact of regional knowledge protection on data element advancement exhibits regional variations, with the eastern region of China showing the most prominent effects. This study provides valuable insights into the importance of regional knowledge protection and the intermediary role of innovation in driving data element advancement.
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.
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