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  1. Sifat I, Ghafoor A, Ah Mand A
    J Behav Exp Finance, 2021 Jun;30:100498.
    PMID: 36570102 DOI: 10.1016/j.jbef.2021.100498
    We report new evidence that speculation in energy and precious metal futures are more prevalent in crisis periods and even more so during the COVID-19 pandemic. In contrast, agricultural futures attract more hedging pressure. Post-GFC patterns mirror the 1980s' recessions. Using quantile regression on a long-horizon sample we also find that speculative pressure generally coincides with abnormal returns in normal circumstances but not in the current pandemic. Instead, volatility is strongly and often non-linearly associated with speculation across instruments.
  2. Ali M, Alam N, Rizvi SAR
    J Behav Exp Finance, 2020 Sep;27:100341.
    PMID: 32427215 DOI: 10.1016/j.jbef.2020.100341
    The novel Coronavirus disease (COVID-19) has quickly evolved from a provincial health scare to a global meltdown. While it has brought nearly half the world to a standstill it has affected the financial markets in unseen ways by eroding a quarter of wealth in nearly a month. This paper investigates the reaction of financial markets globally in terms of their decline and volatility as Coronavirus epicentre moved from China to Europe and then to the US. Findings suggest that the earlier epicentre China has stabilized while the global markets have gone into a freefall especially in the later phase of the spread. Even the relatively safer commodities have suffered as the pandemic moves into the US.
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