Key Decision-Making Terms People Misuse

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Every accepted correction to this page is recorded with the exact change, so readers can see how the page improved over time.

1. 29 July 2026 · corrected by Emir Baycan

   Corrected a misstatement of causal inference methodology: the article presented Austin Bradford Hill's 1965 epidemiological criteria and Judea Pearl's causal calculus as if they shared one unified 5-item checklist, when they are distinct frameworks from different eras with different purposes. Hill explicitly described his criteria as informal guidelines, none individually necessary or sufficient, not a strict checklist. Pearl's causal calculus formalizes causal identification specifically for cases including observational data where no experiment or intervention is possible, so listing 'intervention changes outcome' as a shared requirement inverted the point of his work. The article also overstated randomized controlled trials as the singular 'gold standard,' omitting quasi-experimental and observational-causal-inference methods.

   What the page claimed

   Article conflated two distinct causal inference frameworks into a false unified checklist and overstated their alignment with a single evidentiary gold standard.

   What was corrected

   Separated the two frameworks, described Hill's criteria as informal non-exhaustive guidelines, described Pearl's causal calculus as a separate formal framework for causal identification including from observational data, and broadened 'gold standard' to acknowledge quasi-experimental and observational methods.

   Why: This finding was originally identified by Codex's fact-check pass; independent verification confirmed the misstatement on all three points before correction.

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