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Identifying and Minimizing Measurement Invariance among Intersectional Groups: The Alignment Method Applied to Multi-category Items: Elements in Research Methods for Developmental Science

Autor Rachel A. Gordon, Tianxiu Wang, Hai Nguyen, Ariel M. Aloe
en Limba Engleză Paperback – 5 iul 2023
This Element demonstrates how and why the alignment method can advance measurement fairness in developmental science. It explains its application to multi-category items in an accessible way, offering sample code and demonstrating an R package that facilitates interpretation of such items' multiple thresholds. It features the implications for group mean differences when differences in the thresholds between categories are ignored because items are treated as continuous, using an example of intersectional groups defined by assigned sex and race/ethnicity. It demonstrates the interpretation of item-level partial non-invariance results and their implications for group-level differences and encourages substantive theorizing regarding measurement fairness.
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Specificații

ISBN-13: 9781009357746
ISBN-10: 1009357743
Pagini: 75
Dimensiuni: 229 x 152 x 9 mm
Greutate: 0.11 kg
Editura: Cambridge University Press
Colecția Cambridge University Press
Seria Elements in Research Methods for Developmental Science

Locul publicării:Cambridge, United Kingdom

Cuprins

1. Introduction; 2. Formal Presentation of Psychometric Models; 3. Empirical Example; 4. Discussion.

Descriere

This Element demonstrates how and why the alignment method can advance measurement.