{"title":"经营杠杆对股价崩盘风险的影响:来自中国的证据","authors":"Lin Zhu , Wenjiao Zang","doi":"10.1016/j.econmod.2025.107320","DOIUrl":null,"url":null,"abstract":"<div><div>This study examines how operating leverage (i.e., firms’ reliance on fixed costs) affects stock price crash risk. Although leverage is known to magnify earnings volatility, its link to crash risk remains underexplored. Using data from Chinese-listed firms from 2007 to 2021, we show that high operating leverage raises crash risk by 5.5 %–6.9 %. The effect arises through two channels: investors overestimate growth potential while overlooking vulnerabilities, and managers delay bad-news disclosure. These risks intensify under high investor sentiment, speculative trading, and low transparency, but are mitigated by stable sales and long-term capital. Employing two-stage least squares, difference-in-differences, entropy balancing, and system generalized method of moments, we establish a robust causal link. The results highlight the need to consider operating leverage, alongside financial leverage, in assessing market fragility and shaping stability policies.</div></div>","PeriodicalId":48419,"journal":{"name":"Economic Modelling","volume":"153 ","pages":"Article 107320"},"PeriodicalIF":4.7000,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Effect of operating leverage on stock price crash risk: Evidence from China\",\"authors\":\"Lin Zhu , Wenjiao Zang\",\"doi\":\"10.1016/j.econmod.2025.107320\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This study examines how operating leverage (i.e., firms’ reliance on fixed costs) affects stock price crash risk. Although leverage is known to magnify earnings volatility, its link to crash risk remains underexplored. Using data from Chinese-listed firms from 2007 to 2021, we show that high operating leverage raises crash risk by 5.5 %–6.9 %. The effect arises through two channels: investors overestimate growth potential while overlooking vulnerabilities, and managers delay bad-news disclosure. These risks intensify under high investor sentiment, speculative trading, and low transparency, but are mitigated by stable sales and long-term capital. Employing two-stage least squares, difference-in-differences, entropy balancing, and system generalized method of moments, we establish a robust causal link. The results highlight the need to consider operating leverage, alongside financial leverage, in assessing market fragility and shaping stability policies.</div></div>\",\"PeriodicalId\":48419,\"journal\":{\"name\":\"Economic Modelling\",\"volume\":\"153 \",\"pages\":\"Article 107320\"},\"PeriodicalIF\":4.7000,\"publicationDate\":\"2025-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Economic Modelling\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0264999325003153\",\"RegionNum\":2,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ECONOMICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Economic Modelling","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0264999325003153","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
Effect of operating leverage on stock price crash risk: Evidence from China
This study examines how operating leverage (i.e., firms’ reliance on fixed costs) affects stock price crash risk. Although leverage is known to magnify earnings volatility, its link to crash risk remains underexplored. Using data from Chinese-listed firms from 2007 to 2021, we show that high operating leverage raises crash risk by 5.5 %–6.9 %. The effect arises through two channels: investors overestimate growth potential while overlooking vulnerabilities, and managers delay bad-news disclosure. These risks intensify under high investor sentiment, speculative trading, and low transparency, but are mitigated by stable sales and long-term capital. Employing two-stage least squares, difference-in-differences, entropy balancing, and system generalized method of moments, we establish a robust causal link. The results highlight the need to consider operating leverage, alongside financial leverage, in assessing market fragility and shaping stability policies.
期刊介绍:
Economic Modelling fills a major gap in the economics literature, providing a single source of both theoretical and applied papers on economic modelling. The journal prime objective is to provide an international review of the state-of-the-art in economic modelling. Economic Modelling publishes the complete versions of many large-scale models of industrially advanced economies which have been developed for policy analysis. Examples are the Bank of England Model and the US Federal Reserve Board Model which had hitherto been unpublished. As individual models are revised and updated, the journal publishes subsequent papers dealing with these revisions, so keeping its readers as up to date as possible.