Survivorship-bias is the human-made cognitive error of drawing conclusions from a visible set of successes while the unseen set of failures is systematically excluded from analysis. It is defined by three parameters: (1) selection filter — a process that allows only some entities through while eliminating others; (2) visibility asymmetry — the survivors are observed and studied while the eliminated entities are invisible or under-studied; (3) inferential error — conclusions are drawn as if the visible set were representative of the full population. Persistence mechanism: taught in statistical education, business case-study methodology, and cognitive psychology training. [formal: bias cognitio | substrate: mind | horizon: a life | explicit: yes | epoch: 0.01]
Accepted ontology entry
survivorship-bias
Survivorship-bias is the human-made cognitive error of drawing conclusions from a visible set of successes while the unseen set of failures is systematically excluded from analysis. It is defined by three parameters: (1) selection filter —…
Definition
Why it is in scope
The human-made concept of a systematic error where attention is drawn only to entities that passed a selection process, while the failures or dropouts are invisible. Built to persist through cognitive psychology, business strategy, and decision-making frameworks because recognizing this bias is essential for sound analysis of outcomes.
Names and aliases
- survivorship-biasen · CANONICAL
Relations from this entry
- cmrmwufxy01pxd1nllvxs1o1sINSTANCE_OF →
Survivorship-bias IS a specific kind of cognitive bias: a systematic error in thinking caused by the incomplete or biased access to information. The competent-speaker test passes — one would call survivorship-bias 'a cognitive bias.' Direction: specific→general per Law 9.
- cmrw3ohee0063ekzzjupqyri5INSTANCE_OF →
Survivorship-bias is a specific kind of selection-bias: the bias that arises when only 'surviving' or observable cases are included in analysis, leading to systematic over-estimation of success. Test: survivorship-bias is a subset of selection-bias cases.
Relations to this entry
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Record identity
- Created
- Jul 30, 2026, 10:56 PM UTC
- Content hash
- ebea146fe7a7b8bbc5b1e89f46a85fc59b60ae980eb37618a50ae17bb3595fb5