Volatility Transmissions and Hedging Between Petroleum and Equity Market Sectors: Insights from Petroleum Exporters and Importers

This study investigates the return and volatility transmissions between petroleum prices and stock sector indices of 7 net petroleum-exporting and 19 net petroleum-importing countries over the period from January 2005 to September 2018. Given that indices representing sectors of most considered countries are not available, a unique approach is implemented to manually construct sector indices using daily data of 5768 stocks listed in 10 sectors. The VAR-GARCH model is applied that allows to capture bilateral volatility interactions. Furthermore, the estimates of the model are employed to analyse optimal portfolio holdings and hedge ratios. The findings reveal significant volatility transmissions between petroleum prices and stock sector indices of exporters and importers. However, the direction and magnitude of spillover effects are country- and sector-specific. The optimal portfolio weights and hedge ratios indicate that sector indices of Saudi Arabia (net exporter) and China (net importer) offer better opportunities with respect to hedging petroleum price risks.

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Publication Details

Journal
Journal of risk and financial management
Published
2026-01-06
DOI
https://doi.org/10.3390/jrfm19010040
Primary Topic
Market Dynamics and Volatility
Type
article
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article

Volatility Transmissions and Hedging Between Petroleum and Equity Market Sectors: Insights from Petroleum Exporters and Importers

Cesário Mateus, Miramir Bagirov
Journal of risk and financial management
Market Dynamics and Volatility
article

Volatility Transmissions and Hedging Between Petroleum and Equity Market Sectors: Insights from Petroleum Exporters and Importers

Cesário Mateus, Miramir Bagirov
article en

Abstract

This study investigates the return and volatility transmissions between petroleum prices and stock sector indices of 7 net petroleum-exporting and 19 net petroleum-importing countries over the period from January 2005 to September 2018. Given that indices representing sectors of most considered countries are not available, a unique approach is implemented to manually construct sector indices using daily data of 5768 stocks listed in 10 sectors. The VAR-GARCH model is applied that allows to capture bilateral volatility interactions. Furthermore, the estimates of the model are employed to analyse optimal portfolio holdings and hedge ratios. The findings reveal significant volatility transmissions between petroleum prices and stock sector indices of exporters and importers. However, the direction and magnitude of spillover effects are country- and sector-specific. The optimal portfolio weights and hedge ratios indicate that sector indices of Saudi Arabia (net exporter) and China (net importer) offer better opportunities with respect to hedging petroleum price risks.

Journal of risk and financial managementVol. 19(1)
University of Greenwich (GB), Aalborg University (DK)
Partnerships for the goals
Openalex Percentile: Top 96%
Market Dynamics and Volatility
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