The Relationship between Market Sentiment Index and Stock Rates of Return: a Panel Data Analysis

This article analyzes the relationship between market sentiment and future stock rates of return. We used amethodology based on principal component analysis to create a sentiment index for the Brazilian market withdata from 1999 to 2008. The sample consisted of companies listed on BM&FBOVESPA wh...

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Bibliographic Details
Main Authors: Claudia Emiko Yoshinaga, Francisco Henrique Figueiredo de Castro Junior
Format: Article
Language:English
Published: Associação Nacional de Pós-Graduação e Pesquisa em Administração (ANPAD) 2012-04-01
Series:BAR: Brazilian Administration Review
Subjects:
Online Access:http://www.anpad.org.br/periodicos/arq_pdf/a_1301.pdf
Description
Summary:This article analyzes the relationship between market sentiment and future stock rates of return. We used amethodology based on principal component analysis to create a sentiment index for the Brazilian market withdata from 1999 to 2008. The sample consisted of companies listed on BM&FBOVESPA which were groupedinto quintiles, each representing a portfolio, according to the magnitude of the following characteristics: marketvalue, total annualized risk and listing time on BM&FBOVESPA. Next, we calculated the average return of eachportfolio for every quarter. The data for the first and last quintiles were analyzed via two-factor ANOVA, usingsentiment index of the previous period (positive or negative) as the main factor and each characteristic ascontrolling factors. Finally, the sentiment index was included in a panel data pricing model. The results indicatea significant and negative relationship between the market sentiment index and the future rates of return. Thesefindings suggest the existence of a reversion pattern in stock returns, meaning that after a positive sentimentperiod, the impact on subsequent stock returns is negative, and vice-versa.
ISSN:1807-7692