Focusing Narrowly on Model Fit in Factor Analysis Can Mask Construct Heterogeneity and Model Misspecification: Applied Demonstrations across Sample and Assessment Types

التفاصيل البيبلوغرافية
العنوان: Focusing Narrowly on Model Fit in Factor Analysis Can Mask Construct Heterogeneity and Model Misspecification: Applied Demonstrations across Sample and Assessment Types
المؤلفون: Kasey, Stanton, Ashley L, Watts, Holly F, Levin-Aspenson, Ryan W, Carpenter, Noah N, Emery, Mark, Zimmerman
المصدر: Journal of Personality Assessment. 105:1-13
بيانات النشر: Informa UK Limited, 2022.
سنة النشر: 2022
مصطلحات موضوعية: Clinical Psychology, Arts and Humanities (miscellaneous), Health, Toxicology and Mutagenesis
الوصف: This study builds upon research indicating that focusing narrowly on model fit when evaluating factor analytic models can lead to problematic inferences regarding the nature of item sets, as well as how models should be applied to inform measure development and validation. To advance research in this area, we present concrete examples relevant to researchers in clinical, personality, and related subfields highlighting two specific scenarios when an overreliance on model fit may be problematic. Specifically, we present data analytic examples showing that focusing narrowly on model fit may lead to (a) incorrect conclusions that heterogeneous item sets reflect narrower homogeneous constructs and (b) the retention of potentially problematic items when developing assessment measures. We use both interview data from adult outpatients (
تدمد: 1532-7752
0022-3891
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e536931b87f202b24874e3298554f61a
https://doi.org/10.1080/00223891.2022.2047060
رقم الأكسشن: edsair.doi.dedup.....e536931b87f202b24874e3298554f61a
قاعدة البيانات: OpenAIRE