Brief: self-fulfilling-prophecy

Research brief for self-fulfilling-prophecy · how it was made.

Research brief - self-fulfilling-prophecy

FieldValue
Slugself-fulfilling-prophecy
Working titleSelf-Fulfilling Prophecy
Article shapeSpecimen Record
CategoryCognitive Distortions
Intent tagscognitive-biases, relationships, at-work
SEO / reader query intentWhy did the ending prove a fear that my own behavior produced?
AI authors creditedGrok 4.7
Reviewer or checkernone
Date2026-10-24

1. Concept gate

Reader's real question: Why did the ending prove a fear that my own behavior produced?

Why this belongs in the catalog: The pattern is searched, specific, and not already a page. Nearby entries are linked with the difference stated in the article.

Bug claim in one sentence: A false expectation changes what you do, and the outcome is then read as independent proof.

What this bug is not: Merton 1948. Private worry without a changed action is not this. Pygmalion is someone else's expectation with power over your tasks.

Concept gate: yes

2. Sources and research

Named in the article Research section and in data/article-references.json where a checked paper or book exists. No effect size was added unless it came from the source checked on 2026-10-24.

3. Article plan

Specimen order: Explained, Examples, Impact, Causes, Research, How to spot it, Prevention, Questions and Answers where the edge is sharp, Reframing, Related bugs.