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  • 标题:The Relationship between Market Sentiment Index and Stock Rates of Return: a Panel Data Analysis
  • 本地全文:下载
  • 作者:Claudia Emiko Yoshinaga ; Francisco Henrique Figueiredo de Castro Junior
  • 期刊名称:BAR - Brazilian Administration Review
  • 印刷版ISSN:1807-7692
  • 电子版ISSN:1807-7692
  • 出版年度:2012
  • 卷号:9
  • 期号:2
  • 页码:189-210
  • 语种:English
  • 出版社:Associação Nacional de Pós-Graduação e Pesquisa em Administração
  • 其他摘要:This article analyzes the relationship between market sentiment and future stock rates of return. We used a methodology based on principal component analysis to create a sentiment index for the Brazilian market with data from 1999 to 2008. The sample consisted of companies listed on BM&FBOVESPA which were grouped into quintiles, each representing a portfolio, according to the magnitude of the following characteristics: market value, total annualized risk and listing time on BM&FBOVESPA. Next, we calculated the average return of each portfolio for every quarter. The data for the first and last quintiles were analyzed via two-factor ANOVA, using sentiment index of the previous period (positive or negative) as the main factor and each characteristic as controlling factors. Finally, the sentiment index was included in a panel data pricing model. The results indicate a significant and negative relationship between the market sentiment index and the future rates of return. These findings suggest the existence of a reversion pattern in stock returns, meaning that after a positive sentiment period, the impact on subsequent stock returns is negative, and vice-versa.
  • 关键词:Sentiment index; pricing model; GMM panel data
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