The Dynamic Relationship between Investor Attention and Stock Market Volatility: International Evidence

被引:2
|
作者
Ben El Hadj Said, Imene [1 ]
Slim, Skander [2 ]
机构
[1] Univ Sousse, LaREMFiQ, Sousse 4000, Tunisia
[2] Univ Dubai, Dubai Business Sch, Dubai 14143, U Arab Emirates
关键词
realized volatility; heterogeneous autoregressive model; investor attention; empirical similarity; EMPIRICAL SIMILARITY; SEARCH; MODEL;
D O I
10.3390/jrfm15020066
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
This paper investigates the role of investor attention in forecasting realized volatility for fourteen international stock markets, by means of Google Trends data, over the sample period January 2004 through November 2021. We devise an augmented Empirical Similarity model that combines three volatility components, defined over different time horizons, using the similarity measure between lagged Google search queries and volatility. Results show that investor attention positively affects future volatility in the short-run. The effect of investor attention is likely to reverse in the long-run, consistently with the price pressure hypothesis. The proposed model demonstrates important gains in terms of volatility forecast accuracy and outperforms highly competitive models.
引用
收藏
页数:25
相关论文
共 50 条
  • [1] Institutional investor attention and stock market volatility and liquidity: international evidence
    El Ouadghiri, Imane
    Erragragui, Elias
    Jaballah, Jamil
    Peillex, Jonathan
    [J]. APPLIED ECONOMICS, 2022, 54 (42) : 4839 - 4854
  • [2] Investor Attention and Stock Market Volatility
    Andrei, Daniel
    Hasler, Michael
    [J]. REVIEW OF FINANCIAL STUDIES, 2015, 28 (01): : 33 - 72
  • [3] A dynamic analysis of the relationship between investor sentiment and stock market realized volatility: Evidence from China
    Chen, Yanhui
    Zhao, Hanhui
    Li, Ziyu
    Lu, Jinrong
    [J]. PLOS ONE, 2020, 15 (12):
  • [4] Investor attention fluctuation and stock market volatility: Evidence from China
    Yang, Taiji
    Zhuo, Siqi
    Yang, Yongsheng
    Huang, Difang
    [J]. PLOS ONE, 2023, 18 (11):
  • [5] The Influence of Investor Attention on Return and Volatility of Stock Market
    Long, Wen
    Wang, Bin
    Cui, Lingxiao
    [J]. 2016 IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE WORKSHOPS (WIW 2016), 2016, : 58 - 61
  • [6] The relationship between individual investor sentiment, stock return and volatility Evidence from the Turkish market
    Sayim, Mustafa
    Rahman, Hamid
    [J]. INTERNATIONAL JOURNAL OF EMERGING MARKETS, 2015, 10 (03) : 504 - +
  • [7] Investor Attention and Global Stock Market Volatility: Evidence from COVID-19
    Padungsaksawasdi, Chaiyuth
    Treepongkaruna, Sirimon
    [J]. JOURNAL OF EMERGING MARKET FINANCE, 2023, 22 (01) : 85 - 104
  • [8] Individual investor attention and the predictability of stock market volatility and returns
    Henrique Castro, F.
    Guzella, Marcelo
    [J]. ECONOMICS BULLETIN, 2021, 41 (03):
  • [9] The Relationship Between Investor Sentiment and Stock Market Volatility: Based on the VAR Model
    Zhang, Ge
    Wang, Jishun
    Guo, Hao
    Zhang, Xin
    [J]. SEVENTEENTH WUHAN INTERNATIONAL CONFERENCE ON E-BUSINESS, 2018, : 173 - 180
  • [10] Investor Attention and Stock Returns: International Evidence
    Han, Liyan
    Li, Ziying
    Yin, Libo
    [J]. EMERGING MARKETS FINANCE AND TRADE, 2018, 54 (14) : 3168 - 3188