The paper examines the influence of investor sentiment based on news headlines on the Cryptocurrency Market Index and ten individual cryptocurrency returns. We capture investors' sentiment from cryptocurrency-specific news headlines. We use a lexicon-based Natural Language Processing (NLP) technique to construct a unique sentiment indicator, and the sentiment scores are generated using two financial dictionaries: Henry(2008)(HE) and Loughran and Mcdonald(2011)(LM). The findings of the study show that news sentiment has a significant impact on cryptocurrency returns. When the investors' sentiment is optimistic or bullish, the cryptocurrency market experiences herding behaviour, leading to an increase in prices. The diverse and heterogeneous nature of the various cryptocurrencies causes each individual cryptocurrency to respond differently to sentiment. Further, we see that sentiment has a more pronounced impact on young, small, and volatile cryptocurrencies. Our study is among the few studies that use cryptocurrency-specific news headlines rather than news bodies to build a news sentiment indicator. JEL codes: E49, G14, G15
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Univ Manchester, Alliance Manchester Business Sch, Manchester M15 6PB, Lancs, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester M15 6PB, Lancs, England
Rognone, Lavinia
Hyde, Stuart
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Univ Manchester, Alliance Manchester Business Sch, Manchester M15 6PB, Lancs, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester M15 6PB, Lancs, England
Hyde, Stuart
Zhang, S. Sarah
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Univ Manchester, Alliance Manchester Business Sch, Manchester M15 6PB, Lancs, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester M15 6PB, Lancs, England
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WHU Otto Beishe Sch Management, Chair Behav Finance, Vallendar, Germany
Univ Econ Ho Chi Minh City, Sch Banking, Ho Chi Minh City, VietnamWHU Otto Beishe Sch Management, Chair Behav Finance, Vallendar, Germany
Toan Luu Duc Huynh
Nasir, Muhammad Ali
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Univ Huddersfield, Huddersfield Business Sch, Huddersfield, W Yorkshire, England
Univ Econ Ho Chi Minh City, Sch Banking, Ho Chi Minh City, VietnamWHU Otto Beishe Sch Management, Chair Behav Finance, Vallendar, Germany
Nasir, Muhammad Ali
Xuan Vinh Vo
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Univ Econ Ho Chi Minh City, Inst Business Res, Ho Chi Minh City, Vietnam
Univ Econ Ho Chi Minh City, CFVG, Ho Chi Minh City, VietnamWHU Otto Beishe Sch Management, Chair Behav Finance, Vallendar, Germany
Xuan Vinh Vo
Thong Trung Nguyen
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Univ Econ Ho Chi Minh City, Sch Banking, Ho Chi Minh City, VietnamWHU Otto Beishe Sch Management, Chair Behav Finance, Vallendar, Germany
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Lebanese Amer Univ, Adnan Kassar Sch Business, Beirut, Lebanon
Univ Econ Ho Chi Minh City, Inst Business Res, Ho Chi Minh City, VietnamLebanese Amer Univ, Adnan Kassar Sch Business, Beirut, Lebanon
Bouri, Elie
Saeed, Tareq
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King Abdulaziz Univ, Fac Sci, Dept Math, Nonlinear Anal & Appl Math NAAM Res Grp, Jeddah, Saudi ArabiaLebanese Amer Univ, Adnan Kassar Sch Business, Beirut, Lebanon
Saeed, Tareq
Xuan Vinh Vo
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Univ Econ Ho Chi Minh City, Inst Business Res, Ho Chi Minh City, Vietnam
Univ Econ Ho Chi Minh City, CFVG, Ho Chi Minh City, VietnamLebanese Amer Univ, Adnan Kassar Sch Business, Beirut, Lebanon