{"title":"聆听市场:音乐情绪和加密货币回报","authors":"Sinda Hadhri , Mehak Younus , Muhammad Abubakr Naeem , Larisa Yarovaya","doi":"10.1016/j.jimonfin.2025.103394","DOIUrl":null,"url":null,"abstract":"<div><div>This paper investigates how investor sentiment, captured through a novel Spotify-based mood metric, influences the cross-sectional pricing of cryptocurrencies. Drawing on behavioral finance and psychological theories, we hypothesize that emotional states reflected in musical choices influence cryptocurrency returns. Using weekly data from 2,551 cryptocurrencies over five years, we find that sensitivity to music sentiment significantly predicts future returns. Our results reveal a negative relationship between music sentiment beta and near-term returns, with multivariate regressions confirming its explanatory power beyond traditional risk factors. We also uncover nonlinear and time-varying effects, consistent with sentiment-driven mispricing and investor attention cycles. This study offers a global sentiment measure, contributing to the understanding of mood-driven dynamics in speculative markets and informing trading strategies, policy, and research.</div></div>","PeriodicalId":48331,"journal":{"name":"Journal of International Money and Finance","volume":"157 ","pages":"Article 103394"},"PeriodicalIF":2.8000,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Listening to the Market: Music sentiment and cryptocurrency returns\",\"authors\":\"Sinda Hadhri , Mehak Younus , Muhammad Abubakr Naeem , Larisa Yarovaya\",\"doi\":\"10.1016/j.jimonfin.2025.103394\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>This paper investigates how investor sentiment, captured through a novel Spotify-based mood metric, influences the cross-sectional pricing of cryptocurrencies. Drawing on behavioral finance and psychological theories, we hypothesize that emotional states reflected in musical choices influence cryptocurrency returns. Using weekly data from 2,551 cryptocurrencies over five years, we find that sensitivity to music sentiment significantly predicts future returns. Our results reveal a negative relationship between music sentiment beta and near-term returns, with multivariate regressions confirming its explanatory power beyond traditional risk factors. We also uncover nonlinear and time-varying effects, consistent with sentiment-driven mispricing and investor attention cycles. This study offers a global sentiment measure, contributing to the understanding of mood-driven dynamics in speculative markets and informing trading strategies, policy, and research.</div></div>\",\"PeriodicalId\":48331,\"journal\":{\"name\":\"Journal of International Money and Finance\",\"volume\":\"157 \",\"pages\":\"Article 103394\"},\"PeriodicalIF\":2.8000,\"publicationDate\":\"2025-07-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of International Money and Finance\",\"FirstCategoryId\":\"96\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0261560625001299\",\"RegionNum\":2,\"RegionCategory\":\"经济学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"BUSINESS, FINANCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of International Money and Finance","FirstCategoryId":"96","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0261560625001299","RegionNum":2,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"BUSINESS, FINANCE","Score":null,"Total":0}
Listening to the Market: Music sentiment and cryptocurrency returns
This paper investigates how investor sentiment, captured through a novel Spotify-based mood metric, influences the cross-sectional pricing of cryptocurrencies. Drawing on behavioral finance and psychological theories, we hypothesize that emotional states reflected in musical choices influence cryptocurrency returns. Using weekly data from 2,551 cryptocurrencies over five years, we find that sensitivity to music sentiment significantly predicts future returns. Our results reveal a negative relationship between music sentiment beta and near-term returns, with multivariate regressions confirming its explanatory power beyond traditional risk factors. We also uncover nonlinear and time-varying effects, consistent with sentiment-driven mispricing and investor attention cycles. This study offers a global sentiment measure, contributing to the understanding of mood-driven dynamics in speculative markets and informing trading strategies, policy, and research.
期刊介绍:
Since its launch in 1982, Journal of International Money and Finance has built up a solid reputation as a high quality scholarly journal devoted to theoretical and empirical research in the fields of international monetary economics, international finance, and the rapidly developing overlap area between the two. Researchers in these areas, and financial market professionals too, pay attention to the articles that the journal publishes. Authors published in the journal are in the forefront of scholarly research on exchange rate behaviour, foreign exchange options, international capital markets, international monetary and fiscal policy, international transmission and related questions.