Accurate estimation of others’ pain from nonverbal cues is an essential aspect of interpersonal communication45. It forms part of the foundation for empathy57 and caregiving15. With the high pain prevalence in the U.S.33 and worldwide40, recognizing others’ pain is an increasingly valuable interpersonal skill for both clinicians and laypersons. Though pain can often be assessed through pain sufferers’ self-reports, which serve as the current “gold standard” for pain assessment in clinical contexts, recognizing pain facial expressions is an integral part of pain assessment as well31, 56.
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