Business Confidence Index (BCI) and Share Return Volatility Nexus: Sectorial Empirical Evidence

This study investigates the relationship between the Business Confidence Index (BCI) and the volatility of stock returns in South Africa using quantile regression and GARCH (1,1) models across the Financial Services, Industrial, and Resources sectors of the Johannesburg Stock Exchange. The results reveal that BCI significantly influences stock return volatility, particularly in upper quantiles, suggesting heightened sensitivity during periods of elevated market activity. Sectoral analysis using GARCH (1,1) shows that higher business confidence reduces volatility in the financial sector, exhibits a muted effect in the industrial sector, and positively correlates with volatility in the resource sector. The results underscore the asymmetric and sector-specific nature of sentiment effects. These findings support behavioural finance theories and emphasize the need for differentiated policy strategies to manage market risks in emerging economies.

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Publication Details

Journal
Journal of risk and financial management
Published
2025-11-10
DOI
https://doi.org/10.3390/jrfm18110627
Primary Topic
Market Dynamics and Volatility
Type
article
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article

Business Confidence Index (BCI) and Share Return Volatility Nexus: Sectorial Empirical Evidence

Godfrey Marozva, Zakhiyya Yousuf
Journal of risk and financial management
Market Dynamics and Volatility
article

Business Confidence Index (BCI) and Share Return Volatility Nexus: Sectorial Empirical Evidence

Godfrey Marozva, Zakhiyya Yousuf
article en

Abstract

This study investigates the relationship between the Business Confidence Index (BCI) and the volatility of stock returns in South Africa using quantile regression and GARCH (1,1) models across the Financial Services, Industrial, and Resources sectors of the Johannesburg Stock Exchange. The results reveal that BCI significantly influences stock return volatility, particularly in upper quantiles, suggesting heightened sensitivity during periods of elevated market activity. Sectoral analysis using GARCH (1,1) shows that higher business confidence reduces volatility in the financial sector, exhibits a muted effect in the industrial sector, and positively correlates with volatility in the resource sector. The results underscore the asymmetric and sector-specific nature of sentiment effects. These findings support behavioural finance theories and emphasize the need for differentiated policy strategies to manage market risks in emerging economies.

Journal of risk and financial managementVol. 18(11)
University of South Africa (ZA)
Openalex Percentile: Top 58%
Market Dynamics and Volatility
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Business Confidence Index (BCI) and Share Return Volatility Nexus: Sectorial Empirical Evidence — Godfrey Marozva, Zakhiyya Yousuf · Journal of risk and financial management (2025) | TGRS Research Map | TGRS