{"title":"股票、比特币与黄金的时变关系及分散化","authors":"Barbara Čeryová, Peter Árendáš","doi":"10.1016/j.irfa.2025.104533","DOIUrl":null,"url":null,"abstract":"<div><div>Although market preferences appear to have shifted toward sustainability, sin stocks, linked to activities such as gambling, tobacco, alcohol, or weapons, continue to outperform sustainable stocks in returns and resilience to market shocks. However, their relationship with other asset classes remains underexplored. Thus, this paper examines the connections and diversification benefits of sin stocks with gold, a traditional safe haven, and Bitcoin, a quasi-safe haven, for January 1, 2014–December 31, 2024 period. Our findings reveal a weak to negligible positive relationship between sin stocks, Bitcoin, and gold under stable market conditions, which quickly intensifies in market downturns. Both assets provide substantial diversification benefits for sin stocks until mid-2019, when their positive co-movement is minimal. Nevertheless, it strengthens during global crises occurring afterwards, including the COVID-19 pandemic, energy crisis, and Russia–Ukraine conflict, and neither Bitcoin nor gold act as safe haven assets. Nonetheless, the diversification benefits, although reduced, remain more pronounced for gold than for Bitcoin. Bitcoin exhibits both short- and long-term positive correlations with sin stocks, along with unstable lead–lag dynamics, whereas gold displays only short-term positive co-movement before reverting to weaker correlations.</div></div>","PeriodicalId":48226,"journal":{"name":"International Review of Financial Analysis","volume":"106 ","pages":"Article 104533"},"PeriodicalIF":9.8000,"publicationDate":"2025-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Time-varying relationship and diversification between sin stocks, Bitcoin and gold\",\"authors\":\"Barbara Čeryová, Peter Árendáš\",\"doi\":\"10.1016/j.irfa.2025.104533\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Although market preferences appear to have shifted toward sustainability, sin stocks, linked to activities such as gambling, tobacco, alcohol, or weapons, continue to outperform sustainable stocks in returns and resilience to market shocks. However, their relationship with other asset classes remains underexplored. Thus, this paper examines the connections and diversification benefits of sin stocks with gold, a traditional safe haven, and Bitcoin, a quasi-safe haven, for January 1, 2014–December 31, 2024 period. Our findings reveal a weak to negligible positive relationship between sin stocks, Bitcoin, and gold under stable market conditions, which quickly intensifies in market downturns. Both assets provide substantial diversification benefits for sin stocks until mid-2019, when their positive co-movement is minimal. Nevertheless, it strengthens during global crises occurring afterwards, including the COVID-19 pandemic, energy crisis, and Russia–Ukraine conflict, and neither Bitcoin nor gold act as safe haven assets. Nonetheless, the diversification benefits, although reduced, remain more pronounced for gold than for Bitcoin. Bitcoin exhibits both short- and long-term positive correlations with sin stocks, along with unstable lead–lag dynamics, whereas gold displays only short-term positive co-movement before reverting to weaker correlations.</div></div>\",\"PeriodicalId\":48226,\"journal\":{\"name\":\"International Review of Financial Analysis\",\"volume\":\"106 \",\"pages\":\"Article 104533\"},\"PeriodicalIF\":9.8000,\"publicationDate\":\"2025-08-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Review of Financial Analysis\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1057521925006209\",\"RegionNum\":1,\"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":"International Review of Financial Analysis","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1057521925006209","RegionNum":1,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Time-varying relationship and diversification between sin stocks, Bitcoin and gold
Although market preferences appear to have shifted toward sustainability, sin stocks, linked to activities such as gambling, tobacco, alcohol, or weapons, continue to outperform sustainable stocks in returns and resilience to market shocks. However, their relationship with other asset classes remains underexplored. Thus, this paper examines the connections and diversification benefits of sin stocks with gold, a traditional safe haven, and Bitcoin, a quasi-safe haven, for January 1, 2014–December 31, 2024 period. Our findings reveal a weak to negligible positive relationship between sin stocks, Bitcoin, and gold under stable market conditions, which quickly intensifies in market downturns. Both assets provide substantial diversification benefits for sin stocks until mid-2019, when their positive co-movement is minimal. Nevertheless, it strengthens during global crises occurring afterwards, including the COVID-19 pandemic, energy crisis, and Russia–Ukraine conflict, and neither Bitcoin nor gold act as safe haven assets. Nonetheless, the diversification benefits, although reduced, remain more pronounced for gold than for Bitcoin. Bitcoin exhibits both short- and long-term positive correlations with sin stocks, along with unstable lead–lag dynamics, whereas gold displays only short-term positive co-movement before reverting to weaker correlations.
期刊介绍:
The International Review of Financial Analysis (IRFA) is an impartial refereed journal designed to serve as a platform for high-quality financial research. It welcomes a diverse range of financial research topics and maintains an unbiased selection process. While not limited to U.S.-centric subjects, IRFA, as its title suggests, is open to valuable research contributions from around the world.