{"title":"解锁运营效率：人工智能人力资本投资如何提高数据处理效率？","authors":"Yongda Liu, Zhuang Zhang","doi":"10.1016/j.econlet.2024.112147","DOIUrl":null,"url":null,"abstract":"<div><div>This study examines the impact of firms' investment in artificial intelligence (AI) human capital on their data processing efficiency. Using the proportion of AI-related employees as a measure of AI human capital investment for US firms from 2005 to 2020, the findings reveal that higher levels of AI human capital significantly reduce the time that firms require to announce their earnings. However, AI tends to be more effective in assisting firms with the processing of routine rather than complex information. Additionally, beyond enhancing the speed of data processing, AI also contributes to greater accuracy in firms' data compilation and disclosure.</div></div>","PeriodicalId":11468,"journal":{"name":"Economics Letters","volume":"247 ","pages":"Article 112147"},"PeriodicalIF":1.8000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Unlocking operational efficiency: How AI human capital investment enhances data processing efficiency?\",\"authors\":\"Yongda Liu, Zhuang Zhang\",\"doi\":\"10.1016/j.econlet.2024.112147\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study examines the impact of firms' investment in artificial intelligence (AI) human capital on their data processing efficiency. Using the proportion of AI-related employees as a measure of AI human capital investment for US firms from 2005 to 2020, the findings reveal that higher levels of AI human capital significantly reduce the time that firms require to announce their earnings. However, AI tends to be more effective in assisting firms with the processing of routine rather than complex information. Additionally, beyond enhancing the speed of data processing, AI also contributes to greater accuracy in firms' data compilation and disclosure.</div></div>\",\"PeriodicalId\":11468,\"journal\":{\"name\":\"Economics Letters\",\"volume\":\"247 \",\"pages\":\"Article 112147\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2025-02-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Economics Letters\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0165176524006311\",\"RegionNum\":4,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/12/28 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q2\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Economics Letters","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0165176524006311","RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/12/28 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ECONOMICS","Score":null,"Total":0}
Unlocking operational efficiency: How AI human capital investment enhances data processing efficiency?
This study examines the impact of firms' investment in artificial intelligence (AI) human capital on their data processing efficiency. Using the proportion of AI-related employees as a measure of AI human capital investment for US firms from 2005 to 2020, the findings reveal that higher levels of AI human capital significantly reduce the time that firms require to announce their earnings. However, AI tends to be more effective in assisting firms with the processing of routine rather than complex information. Additionally, beyond enhancing the speed of data processing, AI also contributes to greater accuracy in firms' data compilation and disclosure.
期刊介绍：
Many economists today are concerned by the proliferation of journals and the concomitant labyrinth of research to be conquered in order to reach the specific information they require. To combat this tendency, Economics Letters has been conceived and designed outside the realm of the traditional economics journal. As a Letters Journal, it consists of concise communications (letters) that provide a means of rapid and efficient dissemination of new results, models and methods in all fields of economic research.
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