TY - JOUR
T1 - Uncovering risk transmission between socially responsible investments, alternative energy investments and the implied volatility of major commodities
AU - Shahid, Muhammad Naeem
AU - Azmi, Wajahat
AU - Ali, Mohsin
AU - Islam, Muhammad Umar
AU - Rizvi, Syed Aun R.
N1 - Publisher Copyright:
© 2023 Elsevier B.V.
PY - 2023/4
Y1 - 2023/4
N2 - The interconnectedness and high integration among the global markets have reduced the portfolio diversification opportunities of international investors. In view of this, considering the rise of Socially Responsible Investments (SRI) and the Clean-Renewable energy & Clean-Technology energy (C&RTE) asset classes, the objective of this research is to examine risk transmission and the portfolio diversification prospects across the SRI, C&RTE, and the implied volatility indices (VIX) of major commodities (oil, silver, and the gold). To uncover the spillover and the risk transmission, we employ the approach of Dynamic conditional correlation (DCC-GARCH) along with the Asymmetric DCC-GARCH and VAR-GARCH. The findings exhibit a strong ability of volatility indices to hedge risks associated with SRIs and C&RTE investments as asymmetric-GARCH confirms that volatility indices have a negative correlation with most of the socially responsible and clean energy and technology equity indices. The findings confirm that the implied volatility indices of gold and silver exhibit the best hedging tool against SRIs while oil is the best hedging tool for C&RTE. During Covid-19, generally oil price volatility index is positively correlated with SRI indices whereas the silver and the gold volatility indices are negatively correlated with the C&RTE. More importantly, we find that hedging effectiveness and risk diversification are facilitated by the adaptive behavior of commodities, confirmed by the Adaptive Market Hypothesis (AMH) through the Generalized Spectral (GS) test. Moreover, we also find some evidence of a time-varying pattern in the hedging ratio and the hedging effectiveness. Finally, we show utility gains from hedging to be positive irrespective of whether we consider transaction costs or not. The findings of the study could be helpful for portfolio managers, brokers, and market participants to draw the role of implied volatilities of commodities in hedging the risk associated with SRIs and C&RTE investments.
AB - The interconnectedness and high integration among the global markets have reduced the portfolio diversification opportunities of international investors. In view of this, considering the rise of Socially Responsible Investments (SRI) and the Clean-Renewable energy & Clean-Technology energy (C&RTE) asset classes, the objective of this research is to examine risk transmission and the portfolio diversification prospects across the SRI, C&RTE, and the implied volatility indices (VIX) of major commodities (oil, silver, and the gold). To uncover the spillover and the risk transmission, we employ the approach of Dynamic conditional correlation (DCC-GARCH) along with the Asymmetric DCC-GARCH and VAR-GARCH. The findings exhibit a strong ability of volatility indices to hedge risks associated with SRIs and C&RTE investments as asymmetric-GARCH confirms that volatility indices have a negative correlation with most of the socially responsible and clean energy and technology equity indices. The findings confirm that the implied volatility indices of gold and silver exhibit the best hedging tool against SRIs while oil is the best hedging tool for C&RTE. During Covid-19, generally oil price volatility index is positively correlated with SRI indices whereas the silver and the gold volatility indices are negatively correlated with the C&RTE. More importantly, we find that hedging effectiveness and risk diversification are facilitated by the adaptive behavior of commodities, confirmed by the Adaptive Market Hypothesis (AMH) through the Generalized Spectral (GS) test. Moreover, we also find some evidence of a time-varying pattern in the hedging ratio and the hedging effectiveness. Finally, we show utility gains from hedging to be positive irrespective of whether we consider transaction costs or not. The findings of the study could be helpful for portfolio managers, brokers, and market participants to draw the role of implied volatilities of commodities in hedging the risk associated with SRIs and C&RTE investments.
KW - Clean energy indices
KW - Commodities
KW - Covid-19
KW - Hedging effectiveness
KW - Socially responsible indices
KW - Time-varying predictability
UR - http://www.scopus.com/inward/record.url?scp=85150856076&partnerID=8YFLogxK
U2 - 10.1016/j.eneco.2023.106634
DO - 10.1016/j.eneco.2023.106634
M3 - Article
AN - SCOPUS:85150856076
SN - 0140-9883
VL - 120
JO - Energy Economics
JF - Energy Economics
M1 - 106634
ER -