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This article investigates the dynamic causal relationships between investor sentiment, measured through Twitter mentions of uncertainty, CBOE volatility index, the spreads of key assets, S&P 500, oil, gold, and Bitcoin, during the COVID crisis and the Ukraine War. The results reveal significant bidirectional causality between investor sentiment and S&P 500 spreads during the COVID era, contrasting with minimal causality during the Ukraine War Other of the hand, the relationship between the VIX and the S&P 500 is unidirectional, during COVID period, while, no causality is observed for the period of the Ukraine War. Moreover, a bidirectional causality appears between the VIX and Bitcoin at distinct times, While, for the period of the war in Ukraine, there is a small one-way causality from bitcoin to the VIX in May 2022 and in June. Gold spreads demonstrated a reciprocal influence with sentiment, while no significant relationships were found for oil and Bitcoin spreads. These findings underscore the variability of market-sentiment interactions across different crises, providing insights for investors and policymakers.
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Moutinho et al. (2025) studied this question.
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