{"title":"分析报告中的文本相似度和股票价格同步","authors":"Yanqi Wang , Runyu Chen , Xiang Gao , Wenhao Qi","doi":"10.1016/j.jeconbus.2025.106258","DOIUrl":null,"url":null,"abstract":"<div><div>Security analysts play key information intermediary<span><span> roles in the capital market, and their analysis may reveal firm-specific facts that can enhance pricing efficiency. Using analyst research reports on listed Chinese companies, we empirically examine how text (dis)similarity among the reports written about a target company affects the company’s stock price synchronization. We perform such textual analysis on the premise that text (dis)similarity can measure the degree of incremental information in research reports. The results show a significant positive relationship between text similarity and price synchronization, a conclusion that holds after a series of robustness tests. The effect becomes more prominent with higher </span>information asymmetry<span> between firms and investors, more influential analyst reports, and better analysts’ ability to obtain new information. The mechanism lies in attention. As text similarity decreases, more analysts pay attention to the target company, incentivizing it to make more public announcements, which causes stock price synchronization to decrease. Our findings highlight a need for information diversity in the research analyst industry.</span></span></div></div>","PeriodicalId":47522,"journal":{"name":"JOURNAL OF ECONOMICS AND BUSINESS","volume":"136 ","pages":"Article 106258"},"PeriodicalIF":3.4000,"publicationDate":"2025-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Text similarity in analyst reports and stock price synchronization\",\"authors\":\"Yanqi Wang , Runyu Chen , Xiang Gao , Wenhao Qi\",\"doi\":\"10.1016/j.jeconbus.2025.106258\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Security analysts play key information intermediary<span><span> roles in the capital market, and their analysis may reveal firm-specific facts that can enhance pricing efficiency. Using analyst research reports on listed Chinese companies, we empirically examine how text (dis)similarity among the reports written about a target company affects the company’s stock price synchronization. We perform such textual analysis on the premise that text (dis)similarity can measure the degree of incremental information in research reports. The results show a significant positive relationship between text similarity and price synchronization, a conclusion that holds after a series of robustness tests. The effect becomes more prominent with higher </span>information asymmetry<span> between firms and investors, more influential analyst reports, and better analysts’ ability to obtain new information. The mechanism lies in attention. As text similarity decreases, more analysts pay attention to the target company, incentivizing it to make more public announcements, which causes stock price synchronization to decrease. Our findings highlight a need for information diversity in the research analyst industry.</span></span></div></div>\",\"PeriodicalId\":47522,\"journal\":{\"name\":\"JOURNAL OF ECONOMICS AND BUSINESS\",\"volume\":\"136 \",\"pages\":\"Article 106258\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2025-06-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JOURNAL OF ECONOMICS AND BUSINESS\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0148619525000268\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"JOURNAL OF ECONOMICS AND BUSINESS","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0148619525000268","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Text similarity in analyst reports and stock price synchronization
Security analysts play key information intermediary roles in the capital market, and their analysis may reveal firm-specific facts that can enhance pricing efficiency. Using analyst research reports on listed Chinese companies, we empirically examine how text (dis)similarity among the reports written about a target company affects the company’s stock price synchronization. We perform such textual analysis on the premise that text (dis)similarity can measure the degree of incremental information in research reports. The results show a significant positive relationship between text similarity and price synchronization, a conclusion that holds after a series of robustness tests. The effect becomes more prominent with higher information asymmetry between firms and investors, more influential analyst reports, and better analysts’ ability to obtain new information. The mechanism lies in attention. As text similarity decreases, more analysts pay attention to the target company, incentivizing it to make more public announcements, which causes stock price synchronization to decrease. Our findings highlight a need for information diversity in the research analyst industry.
期刊介绍:
Journal of Economics and Business: Studies in Corporate and Financial Behavior. The Journal publishes high quality research papers in all fields of finance and in closely related fields of economics. The Journal is interested in both theoretical and applied research with an emphasis on topics in corporate finance, financial markets and institutions, and investments. Research in real estate, insurance, monetary theory and policy, and industrial organization is also welcomed. Papers that deal with the relation between the financial structure of firms and the industrial structure of the product market are especially encouraged.