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Daily happiness and stock returns: The case of Chinese company listed in the United States

机译:日常幸福和股票回报:以中国公司在美国上市为例

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摘要

Existing literature exclusively focuses on the association between local investor sentiment and local stock market performance. In this paper, we investigate the contemporaneous and the lead-lag relationship between local daily happiness sentiment extracted from Twitter and stock returns of cross-listed companies, i.e., the Chinese companies listed in the United States. The empirical results show that: 1) by respectively controlling for the firm capitalization, liquidity and volatility, there exists the largest skewness on the Most-happiness subgroup. (2) There exist bi-directional relationships between daily happiness sentiment and market variables, i.e., the stock return, range-based volatility and excess trading volume. (3) There are significantly positive stock returns, higher excess trading volume and higher range-based volatility around the daily happiness sentiment spike days. These findings not only suggest that there exists significant interdependence between online activities and stock market dynamics, but also provide evidence for the existence of "home bias".
机译:现有文献专门关注本地投资者情绪与本地股市表现之间的关联。在本文中,我们研究了从Twitter提取的当地日常幸福情绪与交叉上市公司(即在美国上市的中国公司)的股票收益之间的同期和超前-滞后关系。实证结果表明:1)通过分别控制企业的资本,流动性和波动性,最幸福子群存在最大的偏度。 (2)日常幸福感与市场变量之间存在双向关系,即股票收益,基于区间的波动率和超额交易量。 (3)在每天的幸福情绪飙升日附近,股票收益显着为正,超额交易量更高,基于范围的波动性更高。这些发现不仅表明在线活动与股票市场动态之间存在显着的相互依存关系,而且还为“家庭偏见”的存在提供了证据。

著录项

  • 来源
    《Economic modelling》 |2017年第8期|496-501|共6页
  • 作者单位

    Tianjin Univ, Coll Management & Econ, Tianjin 300072, Peoples R China|Tianjin Univ, China Ctr Social Comp & Analyt, Tianjin 300072, Peoples R China;

    Tianjin Univ, Coll Management & Econ, Tianjin 300072, Peoples R China|Key Lab Computat & Analyt Complex Management Syst, Tianjin 300072, Peoples R China;

    Boston Coll, Carroll Sch Management, Chestnut Hill, MA 02467 USA;

    Tianjin Univ, Coll Management & Econ, Tianjin 300072, Peoples R China|Key Lab Computat & Analyt Complex Management Syst, Tianjin 300072, Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Twitter; Daily happiness sentiment; Home bias; Cross-listed companies; Statistical analyses; Granger causality;

    机译:Twitter;日常幸​​福感;家庭偏见;跨上市公司;统计分析;格兰杰因果关系;

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