We find that forecast revisions by analysts with more favorable surnames elicit stronger market reactions. The effect is stronger among firms with lower institutional ownership and for analysts with non-American first names. Following the 9/11 terrorist attacks, and France and Germany's opposition to the Iraq War, revisions by analysts with Middle Eastern and French or German surnames, respectively, generated weaker market reaction. Surname favorability is not associated with forecast quality, but it has complementary effects with forecast performance on analysts’ career outcomes. Surname favorability mitigates under-reaction to forecast revisions. These findings are distinct from the effects of ethnic, cultural proximity, or in-group bias.

We study how firms' inventory holdings are affected by natural disasters. Building on the premise that managers often make decisions in line with the availability heuristic, we investigate whether managers increase inventory holdings in response to heightened disaster risk perceptions and the need to hedge against inventory shortages. Through a battery of tests, we show that the occurrence of disasters in neighboring counties triggers inventory stockpiling, an effect that is unlikely to be driven by the real disaster disruptions. Our results also indicate that inventory stockpiling is likely inconsistent with a rational expectations equilibrium. Collectively, our results highlight another undesirable consequence of natural disasters and warn about supply chain implications due to increased climate ambiguity. Data Availability: All the data used in this study are publicly available.