Wilson et al. (2025) report a failed attempt to replicate the reductive allure effect: Unlike prior work, they do not find that participants judged explanations of scientific phenomena to be higher quality when they contained irrelevant reductive language. The current commentary considers three possible reasons for this failure to replicate: (1) a change in the nature of online study participants, (2) a change in the background knowledge that people bring to judgments of scientific explanations, and (3) a change in the kinds of explanations that people find satisfying.
Keywords: Reductive allure effect; Scientific explanations; Understanding.
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