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Chunk #18 — Advantages of using an IRT framework compared to analysing sum scores

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Variance decomposition using an IRT measurement model.
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We will discuss four advantages of using IRT: (1) it supports construct validity and the scoring rule (e.g., a scoring rule might consist of taking the unweighted sum of symptoms as an estimate of a person’s liability), (2) it supports the use of incomplete item administration designs and handling of missing data, (3) it supports accounting for measurement error, and (4) it can handle floor and ceiling effects.