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
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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
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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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Hunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Ctr Finance & Investment Management, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
Wang, Gang-Jin
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Xie, Chi
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Hunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Ctr Finance & Investment Management, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
Xie, Chi
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Wen, Danyan
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Nanjing Univ Sci & Technol, Sch Econ & Management, Nanjing 210094, Jiangsu, Peoples R ChinaHunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
Wen, Danyan
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Zhao, Longfeng
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Xian Polytech Univ, Sch Management, Xian 710048, Shaanxi, Peoples R ChinaHunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
机构:
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
论文数: 0引用数: 0
h-index: 0
机构:
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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机构:
Univ Manchester, Alliance Manchester Business Sch, Manchester M15 6PB, Lancs, EnglandUniv Manchester, Alliance Manchester Business Sch, Manchester M15 6PB, Lancs, England
机构:
Hunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Ctr Finance & Investment Management, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
Wang, Gang-Jin
;
Xie, Chi
论文数: 0引用数: 0
h-index: 0
机构:
Hunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
Hunan Univ, Ctr Finance & Investment Management, Changsha 410082, Hunan, Peoples R ChinaHunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
Xie, Chi
;
Wen, Danyan
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h-index: 0
机构:
Nanjing Univ Sci & Technol, Sch Econ & Management, Nanjing 210094, Jiangsu, Peoples R ChinaHunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China
Wen, Danyan
;
Zhao, Longfeng
论文数: 0引用数: 0
h-index: 0
机构:
Xian Polytech Univ, Sch Management, Xian 710048, Shaanxi, Peoples R ChinaHunan Univ, Business Sch, Changsha 410082, Hunan, Peoples R China