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MENTAL MODEL · M12144

Inter-Rater Reliability

Inter-Rater Reliability
BehaviorHigh supportPsychology
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Updated 2026-08-15

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INTRODUCTION

English translation pending.

CORE DEFINITION

A psychometric property measuring the consistency with which two or more raters assign scores to the same subjects, quantified by statistics such as Cohen's kappa for categorical judgments and the intraclass correlation coefficient for continuous ones. The core proposition is that an instrument whose scores depend on who is rating is measuring the rater rather than the subject, so reliability must be established before scores can be interpreted. The key qualification is that high agreement does not imply validity: a group of raters can be consistently wrong when they share the same bias.

SCAFFOLDING EFFECT

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- Independent scoring: have several raters score the same sample independently without conferring first. - Agreement measure: compute kappa or an intraclass correlation coefficient on the resulting scores. - Calibration loop: when agreement is low, clarify the rubric and then rescore the same sample.

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A score is only informative if it is a property of the subject rather than of the person assigning it, and disagreement between raters is direct evidence that the instrument leaves something to interpretation. Measuring agreement makes that ambiguity visible as a number, which forces the vague criteria to be specified rather than left to individual judgment. The mechanism also reveals its own limit, since raters who share a common bias will agree closely while all being wrong, which is why reliability must be paired with evidence of validity.

MINIMUM ACTION

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Source support: Explicit

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    en.wikipedia.orghttps://en.wikipedia.org/wiki/Inter-rater_reliabilityZH · Explicit
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