What is confirmation bias?
Confirmation bias is the tendency to seek, interpret, or recall evidence in ways that favor an existing belief or hypothesis.
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What is confirmation bias?
Confirmation bias is the tendency to seek, interpret, or recall evidence in ways that favor an existing belief or hypothesis.
What question can help challenge a favored belief?
Ask, “What evidence would make me change my mind?” Then actively look for it and compare competing explanations.
What are three forms of overconfidence?
It can involve overestimating one’s performance, believing one performs better than others, or expressing more precision or certainty than evidence supports.
Why can overconfidence harm decisions?
Unwarranted certainty can make people less likely to seek information, consider risks, or prepare alternatives.
What does calibration mean for probabilistic predictions?
Calibration means that predictions made with a given probability match the observed frequency of those outcomes across many cases.
How can people make confidence measurable?
Record predictions as probabilities, then compare them with outcomes over time to see whether confidence needs recalibration.
What is hindsight bias?
Hindsight bias is the tendency, after learning an outcome, to see it as more predictable or inevitable than it seemed beforehand.
How can hindsight bias distort evaluation of a failed project?
A warning sign may seem obvious after a project fails, even if it was ambiguous at the time, leading observers to judge the original decision unfairly.
What record can help reduce hindsight bias?
Keep a dated record of forecasts, assumptions, and uncertainties before the outcome is known.
How should a decision be reviewed to counter hindsight bias?
Reconstruct the information actually available at the time and consider plausible outcomes that did not occur.
How can confirmation bias, overconfidence, and hindsight bias reinforce one another?
A favored explanation can attract supporting evidence, seem more certain than warranted, and later appear predictable in retrospect.
What should a disciplined review consider beyond a favored explanation?
Consider alternative explanations and relevant base rates rather than relying only on a favored account.
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