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Ting-Ting Chen

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Open access Sep 2026

Quantifying Effects of Item Wording and Multiple Sources of Measurement Error Using Extended Bifactor Models

Researchers have long known that scores from Likert-style self-report measures of psychological traits are affected by both item wording (negative and positive) and multiple sources of measurement error (specific-factor, transient, and random-response), but the magnitude of such effects is rarely separated and individu...

W. Vispoel, Hyeryung Lee, Ting-Ting Chen · 0 citations

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