The link between cryptocurrencies and Google Trends attention

被引:36
|
作者
Aslanidis, Nektarios [1 ]
Bariviera, Aurelio F. [2 ]
Lopez, Oscar G. [1 ,2 ]
机构
[1] Univ Rovira i Virgili, Avinguda Univ 1, Dept Econ, ECO SOS, Reus 43204, Spain
[2] Univ Rovira i Virgili, Dept Business, Ave Univ 1, Reus 43204, Spain
关键词
Cryptocurrencies; Google Trends; Transfer entropy; Market attention; VOLATILITY; PREDICT;
D O I
10.1016/j.frl.2021.102654
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This paper revisits the linkage between cryptocurrencies and public disclosed preferences, proxied by online searches. We show that cryptocurrencies are not related to a general uncertainty index as measured by the Google Trends data by Castelnuovo and Tran (2017). Instead, cryptocurrencies are linked to a Google Trends attention measure specific for this market. In particular, we find a bidirectional flow of information between Google Trends attention and cryptocurrency returns up to six days. Moreover, information flows from cryptocurrency volatility to Google Trends attention seem to be larger than those in the other direction. Finally, we report a significant tail dependence between cryptocurrency returns and Google Trends. These relations hold for the five cryptocurrencies analyzed and different compositions of the proposed Google Trends Cryptocurrency index.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] The link between transportation industry and transportation cryptocurrencies - A comparison among airline, rail, and shipping industries
    Daglis, Theodoros
    CASE STUDIES ON TRANSPORT POLICY, 2024, 18
  • [22] The Link between Visual Attention and the Subjective Perception of Time
    Konstantinova M.V.
    Anisimov V.N.
    Tereshchenko L.V.
    Latanov A.V.
    Neuroscience and Behavioral Physiology, 2019, 49 (9) : 1145 - 1149
  • [23] A Direct Link Between Gaze Perception and Social Attention
    Bayliss, Andrew P.
    Bartlett, Jessica
    Naughtin, Claire K.
    Kritikos, Ada
    JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 2011, 37 (03) : 634 - 644
  • [24] On the weak link between importance and prunability of attention heads
    Budhraja, Aakriti
    Pande, Madhura
    Nema, Preksha
    Kumar, Pratyush
    Khapra, Mitesh M.
    PROCEEDINGS OF THE 2020 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP), 2020, : 3230 - 3235
  • [25] Identification: The missing link between joint attention and imitation?
    Hobson, Jessica A.
    Hobson, R. Peter
    DEVELOPMENT AND PSYCHOPATHOLOGY, 2007, 19 (02) : 411 - 431
  • [26] Recent Trends in Decentralized Cryptocurrencies (Invited Talk)
    Zohar, Aviv
    STOC'17: PROCEEDINGS OF THE 49TH ANNUAL ACM SIGACT SYMPOSIUM ON THEORY OF COMPUTING, 2017, : 1 - 1
  • [27] Do online attention and sentiment affect cryptocurrencies' correlations?
    Aslanidis, Nektarios
    Bariviera, Aurelio F.
    Savva, Christos S.
    RESEARCH IN INTERNATIONAL BUSINESS AND FINANCE, 2024, 71
  • [28] Predicting the Present with Google Trends
    Choi, Hyunyoung
    Varian, Hal
    ECONOMIC RECORD, 2012, 88 : 2 - 9
  • [29] Assessing causal relationships between cryptocurrencies and investor attention: New results from transfer entropy methodology
    Tong, Zezheng
    Goodell, John W.
    Shen, Dehua
    FINANCE RESEARCH LETTERS, 2022, 50
  • [30] Attention control: The missing link between sensory discrimination and intelligence
    Tsukahara, Jason S.
    Harrison, Tyler L.
    Draheim, Christopher
    Martin, Jessie D.
    Engle, Randall W.
    ATTENTION PERCEPTION & PSYCHOPHYSICS, 2020, 82 (07) : 3445 - 3478