{"title":"产业政策和下行风险:来自芯片公司的证据","authors":"Kwame Asiam Addey , Kekoura Sakouvogui","doi":"10.1016/j.najef.2026.102603","DOIUrl":null,"url":null,"abstract":"<div><div>This paper investigates the relationship between risk and stock returns for CHIPS-exposed semiconductor firms and non-CHIPS-exposed firms across two periods- before and after implementing the CHIPS Act. In doing so, we focus on the relationship between stock returns and downside risk using a panel regression framework estimated via the generalized method of moments (GMM) with heteroskedasticity and autocorrelation consistent standard errors. Our results show that market risk increased after the Act was implemented, while the relative downside risk premium decreased. Furthermore, the CHIPS-exposed semiconductor firm stocks had higher market risk premium than the non-CHIPS-exposed stocks across the two periods. Despite this increase in market risk premium, the relative downside risk premium was statistically insignificant after implementing the CHIPS Act. The findings of this study have several policy implications for financial practitioners, investors, and researchers. For instance, financial practitioners may have to reassess their risk models and hedging strategies to account for heightened volatility yet reduced relative downside risk in semiconductor and chip manufacturing sectors. Furthermore, policymakers and financial regulators should be aware that large-scale industrial policies such as the CHIPS Act can shift systematic and idiosyncratic risks, potentially requiring additional oversight or macroprudential measures.</div></div>","PeriodicalId":47831,"journal":{"name":"North American Journal of Economics and Finance","volume":"83 ","pages":"Article 102603"},"PeriodicalIF":3.9000,"publicationDate":"2026-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Industrial policy and downside risk: Evidence from CHIPS-Exposed firms\",\"authors\":\"Kwame Asiam Addey , Kekoura Sakouvogui\",\"doi\":\"10.1016/j.najef.2026.102603\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper investigates the relationship between risk and stock returns for CHIPS-exposed semiconductor firms and non-CHIPS-exposed firms across two periods- before and after implementing the CHIPS Act. In doing so, we focus on the relationship between stock returns and downside risk using a panel regression framework estimated via the generalized method of moments (GMM) with heteroskedasticity and autocorrelation consistent standard errors. Our results show that market risk increased after the Act was implemented, while the relative downside risk premium decreased. Furthermore, the CHIPS-exposed semiconductor firm stocks had higher market risk premium than the non-CHIPS-exposed stocks across the two periods. Despite this increase in market risk premium, the relative downside risk premium was statistically insignificant after implementing the CHIPS Act. The findings of this study have several policy implications for financial practitioners, investors, and researchers. For instance, financial practitioners may have to reassess their risk models and hedging strategies to account for heightened volatility yet reduced relative downside risk in semiconductor and chip manufacturing sectors. Furthermore, policymakers and financial regulators should be aware that large-scale industrial policies such as the CHIPS Act can shift systematic and idiosyncratic risks, potentially requiring additional oversight or macroprudential measures.</div></div>\",\"PeriodicalId\":47831,\"journal\":{\"name\":\"North American Journal of Economics and Finance\",\"volume\":\"83 \",\"pages\":\"Article 102603\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2026-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"North American Journal of Economics and Finance\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1062940826000252\",\"RegionNum\":3,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2026/2/21 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"North American Journal of Economics and Finance","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1062940826000252","RegionNum":3,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/2/21 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Industrial policy and downside risk: Evidence from CHIPS-Exposed firms
This paper investigates the relationship between risk and stock returns for CHIPS-exposed semiconductor firms and non-CHIPS-exposed firms across two periods- before and after implementing the CHIPS Act. In doing so, we focus on the relationship between stock returns and downside risk using a panel regression framework estimated via the generalized method of moments (GMM) with heteroskedasticity and autocorrelation consistent standard errors. Our results show that market risk increased after the Act was implemented, while the relative downside risk premium decreased. Furthermore, the CHIPS-exposed semiconductor firm stocks had higher market risk premium than the non-CHIPS-exposed stocks across the two periods. Despite this increase in market risk premium, the relative downside risk premium was statistically insignificant after implementing the CHIPS Act. The findings of this study have several policy implications for financial practitioners, investors, and researchers. For instance, financial practitioners may have to reassess their risk models and hedging strategies to account for heightened volatility yet reduced relative downside risk in semiconductor and chip manufacturing sectors. Furthermore, policymakers and financial regulators should be aware that large-scale industrial policies such as the CHIPS Act can shift systematic and idiosyncratic risks, potentially requiring additional oversight or macroprudential measures.
期刊介绍:
The focus of the North-American Journal of Economics and Finance is on the economics of integration of goods, services, financial markets, at both regional and global levels with the role of economic policy in that process playing an important role. Both theoretical and empirical papers are welcome. Empirical and policy-related papers that rely on data and the experiences of countries outside North America are also welcome. Papers should offer concrete lessons about the ongoing process of globalization, or policy implications about how governments, domestic or international institutions, can improve the coordination of their activities. Empirical analysis should be capable of replication. Authors of accepted papers will be encouraged to supply data and computer programs.