Central bank communication;
Sentiment analysis;
Text analysis;
INVESTOR SENTIMENT;
CONSUMER CONFIDENCE;
INFORMATION-CONTENT;
TEXTUAL ANALYSIS;
RETURNS;
FINANCE;
MEDIA;
D O I:
10.1016/j.iref.2021.04.005
中图分类号:
F8 [财政、金融];
学科分类号:
0202 ;
摘要:
For five leading emerging economies: China, India, Russia, Indonesia, and South Korea, we show that existing sentiment variables-both direct (Consumer Confidence Index) and indirect (BakerWurgler Index)-are insignificant in explaining respective nations' index returns. We further show that a new text-based sentiment variable, based on the speeches of the central bank, better explains the stock market returns and renders existing sentiment variables insignificant in its presence. The new sentiment variable is adapted from Anand et al. [1] and uses valence shifters and sentence as a unit of sentiment quantification.
机构:
Univ Econ, Sch Banking, Ho Chi Minh City, Vietnam
CFVG Ho Chi Minh City, Ho Chi Minh City, VietnamMonash Univ, Dept Banking & Finance, Caulfield Campus,POB 197, Melbourne, Vic 3145, Australia
机构:
Department of Economics and Finance, School of Social Sciences, Brunel UniversityDepartment of Economics and Finance, School of Social Sciences, Brunel University
Bhaumik S.K.
Bose S.
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h-index: 0
机构:
ICRA Limited, Associate of Moody's Investors Service in IndiaDepartment of Economics and Finance, School of Social Sciences, Brunel University
机构:
Univ West Indies, Fac Social Sci, Cave Hill Campus, BB-11000 Bridgetown, BarbadosUniv West Indies, Fac Social Sci, Cave Hill Campus, BB-11000 Bridgetown, Barbados
Robinson, Justin
Glean, Adrian
论文数: 0引用数: 0
h-index: 0
机构:
Univ West Indies, Fac Social Sci, Cave Hill Campus, BB-11000 Bridgetown, BarbadosUniv West Indies, Fac Social Sci, Cave Hill Campus, BB-11000 Bridgetown, Barbados