{"title":"COVID期间的内幕交易模式","authors":"George J. Jiang , Xiaoli Ma , Yun Ma","doi":"10.1016/j.pacfin.2025.102957","DOIUrl":null,"url":null,"abstract":"<div><div>We investigate insider trading patterns during the COVID period and document distinct behaviors in purchases and sales. A significant increase in insider purchases occurred from late February to early April 2020, alongside a fourfold increase in insider sales throughout the year. We find a strong link between insider trading and market performance. Regression analysis shows that insiders act as contrarians, buying undervalued and selling overvalued stocks. This contrarian behavior is primarily driven by opportunistic insiders, while routine trades appear less responsive to past returns. Moreover, insider trading during the COVID period significantly predicts future stock returns, underscoring the enhanced informational content of insider activity during periods of extreme market uncertainty.</div></div>","PeriodicalId":48074,"journal":{"name":"Pacific-Basin Finance Journal","volume":"94 ","pages":"Article 102957"},"PeriodicalIF":5.3000,"publicationDate":"2025-09-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Insider trading patterns during the COVID period\",\"authors\":\"George J. Jiang , Xiaoli Ma , Yun Ma\",\"doi\":\"10.1016/j.pacfin.2025.102957\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>We investigate insider trading patterns during the COVID period and document distinct behaviors in purchases and sales. A significant increase in insider purchases occurred from late February to early April 2020, alongside a fourfold increase in insider sales throughout the year. We find a strong link between insider trading and market performance. Regression analysis shows that insiders act as contrarians, buying undervalued and selling overvalued stocks. This contrarian behavior is primarily driven by opportunistic insiders, while routine trades appear less responsive to past returns. Moreover, insider trading during the COVID period significantly predicts future stock returns, underscoring the enhanced informational content of insider activity during periods of extreme market uncertainty.</div></div>\",\"PeriodicalId\":48074,\"journal\":{\"name\":\"Pacific-Basin Finance Journal\",\"volume\":\"94 \",\"pages\":\"Article 102957\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2025-09-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Pacific-Basin Finance Journal\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0927538X2500294X\",\"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":"Pacific-Basin Finance Journal","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0927538X2500294X","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
We investigate insider trading patterns during the COVID period and document distinct behaviors in purchases and sales. A significant increase in insider purchases occurred from late February to early April 2020, alongside a fourfold increase in insider sales throughout the year. We find a strong link between insider trading and market performance. Regression analysis shows that insiders act as contrarians, buying undervalued and selling overvalued stocks. This contrarian behavior is primarily driven by opportunistic insiders, while routine trades appear less responsive to past returns. Moreover, insider trading during the COVID period significantly predicts future stock returns, underscoring the enhanced informational content of insider activity during periods of extreme market uncertainty.
期刊介绍:
The Pacific-Basin Finance Journal is aimed at providing a specialized forum for the publication of academic research on capital markets of the Asia-Pacific countries. Primary emphasis will be placed on the highest quality empirical and theoretical research in the following areas: • Market Micro-structure; • Investment and Portfolio Management; • Theories of Market Equilibrium; • Valuation of Financial and Real Assets; • Behavior of Asset Prices in Financial Sectors; • Normative Theory of Financial Management; • Capital Markets of Development; • Market Mechanisms.