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LevelUp Leadership | Executive Coaching, AI and Management

Outcome Bias: Why Leaders Judge Decisions by Results, Not Reasoning

LevelUp Leadership | Executive Coaching, AI and Management · 2026-05-23 · 19 min

Episode notes

Learn how to separate decision quality from outcome quality so you can lead with confidence, build a process you can defend, and stop letting hindsight rewrite your record. A well-reasoned decision can still produce a poor outcome. When it does, two powerful psychological biases, outcome bias and hindsight bias, distort how you and everyone around you evaluate what happened. The result is a narrative where failure feels inevitable, warning signs feel obvious, and the decision maker feels foolish, none of which is usually accurate. This solo episode examines both biases in depth, drawing on original research by Barron and Hershey and Baruch Fischhoff, and brings the theory to life through two landmark real-world cases: Tesco's failed US expansion with Fresh and Easy, and IBM's $5 billion System 360 gamble under Thomas Watson Jr. The episode then makes a critical distinction between a single bad outcome, which may simply reflect the complexity of the world, and a pattern of bad outcomes, which demands genuine scrutiny.

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