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We use unique data about corporate site visits in China to examine whether face‐to‐face interactions introduce bias in analyst forecasts. We find that analysts tend to issue more optimistic forecasts when accompanied by hosting staff with high facial trustworthiness, indicating a cognitive bias. This effect is amplified when firms convey more positive information during visits, but is attenuated for firms with high disclosure quality, for experienced and star analysts, for analysts with science, technology, engineering, and mathematics backgrounds, and for analysts visiting industry peers concurrently. Furthermore, the bias is stronger for sole‐visiting analysts but diminishes over time as additional information becomes available or with repeated interactions. Additional analyses show that forecast accuracy also declines, but the effect of facial trustworthiness does not extend to analysts’ stock recommendations or market reactions. Overall, our findings highlight that even sophisticated analysts are susceptible to cognitive bias in face‐to‐face interactions, while alternative information sources, professional experience, and repeated engagement help mitigate such bias.
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Li et al. (2026) studied this question.
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