Key result
Participants whose heart rate changes anticipate their order submissions at inflated prices earn significantly more, whereas those whose heart rate responds to their trades earn significantly less.
Why the study?
It was conjectured that emotional engagement in anticipation of risky outcomes constitutes good emotions, but methodology was needed to determine if anticipatory emotional engagement is beneficial when trading in financial markets.
Observational (n=128)
No
p-value: p=<0.05
Anticipatory emotional engagement, as measured by heart rate changes prior to order submission, is associated with improved trading performance in financial markets.
Anticipatory heart rate changes may aid performance in uncertain decisions; leaves open whether monitoring improves outcomes in clinical or trading settings.
Emotional involvement is known to be necessary but not sufficient for good decision making in the face of uncertainty. It has been conjectured that emotional engagement in anticipation of risky outcomes constitutes “good” emotions. We introduce a new methodology to determine whether anticipatory emotional engagement is beneficial in the context of trading in financial markets. We focus on heart rate changes because they occur at a sufficiently high frequency to discern timing relative to events in the marketplace. After conservatively adjusting for multiple hypothesis testing, we find that participants whose heart rate changes anticipate their order submissions at inflated prices earn significantly more, whereas participants whose heart rate responds to their trades earn significantly less. By investigating cointegration between skin conductance response and the dynamics of individual portfolio values, we confirm the importance of emotional involvement in determining who makes or loses money. This paper was accepted by Bruno Biais, finance. Funding: This work was supported by the Australian Research Council [Grants DP180102284 and LE130100112]. The authors also thank the Monash Business School for funds associated with the Monash Business Behavioural Laboratory facility and equipment used in this study. Supplemental Material: The data files and online appendix are available at https://doi.org/10.1287/mnsc.2023.4883 .
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Bossaerts et al. (2023) conducted an observational in Healthy volunteers (trading performance) (n=128). Anticipatory emotional engagement (heart rate changes) vs. Reactive emotional engagement or lack of emotional engagement was evaluated on Trading performance (earnings) (p=<0.05). Participants whose heart rate changes anticipate their order submissions at inflated prices earn significantly more, whereas those whose heart rate responds to their trades earn significantly less.
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