Item response theory, also called latent trait theory or modern mental test theory, is a psychometric paradigm for designing, analyzing and scoring tests, questionnaires and similar instruments that measure ability, attitude or other traits. It models the relationship between a test taker's performance on a single item and that test taker's overall level on the ability the item is meant to measure, characterizing each item by its own difficulty, discrimination and guessing parameters rather than assuming, as simpler scaling methods do, that every item is an equally difficult, interchangeable replica of the others. Because it can handle more complicated testing situations than the older classical test theory, item response theory is the preferred method behind several high stakes assessments, including the Graduate Record Examination and the Graduate Management Admission Test.
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Core ClaimIn psychometrics, item response theory (IRT), also known as latent trait theory, strong true score theory, or modern mental test theory, is a paradigm for the design, analysis, and scoring of tests, questionnaires, and similar instruments measuring abilities, attitudes, or other variables. 1 FAQs
What do an item's difficulty and discrimination mean in item response theory?
Difficulty is the ability level at which half of respondents answer correctly; discrimination is how sharply the chance of a correct answer changes with ability.
Difficulty is the point on the ability scale where half of respondents endorse the correct answer. Harder items sit further toward the high-ability end of the scale, and easier items sit toward the low end. Discrimination is the rate at which the probability of a correct answer changes as ability changes, so an item with high discrimination separates people whose ability levels are close together.
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Each entity's own entity-description names the other as psychometrics' complementary dominant paradigm (modern vs classical test theory).
Source Computerized adaptive testing (Wikipedia)
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1. Item response theory (Wikipedia)
WikipediaLead paragraph, first sentenceQuote, Lead paragraph, first sentence
In psychometrics, item response theory (IRT, also known as latent trait theory, strong true score theory, or modern mental test theory) is a paradigm for the design, analysis, and scoring of tests, questionnaires, and similar instruments measuring abilities, attitudes, or other variables.
View the Source Computerized adaptive testing (Wikipedia)
Wikimedia FoundationAssociated With: Computerized Adaptive Testing, Mechanism section, psychometric basisQuote, Associated With: Computerized Adaptive Testing, Mechanism section, psychometric basis
The psychometric technology that allows equitable scores to be computed across different sets of items is item response theory (IRT).
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