Same Question, Different Answers: CFA and Two IRT Approaches to Measurement Invariance

نویسندگان

  • Adam W. Meade
  • Gary J. Lautenschlager
چکیده

The effectiveness of confirmatory factor analytic (CFA) and item response theory (IRT) methods of assessing measurement invariance were investigated using simulated data with a known lack of invariance. Across all study conditions, IRT likelihood ratio (LR) tests consistently outperformed both CFA and IRT differential functioning of items and tests (DFIT) analyses in terms of detecting a lack of invariance known to exist. Implications for varied results of measurement invariance tests are discussed and recommendations for best practice are provided.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Confirmatory factor analysis and item response theory: two approaches for exploring measurement invariance.

This study investigated the utility of confirmatory factor analysis (CFA) and item response theory (IRT) models for testing the comparability of psychological measurements. Both procedures were used to investigate whether mood ratings collected in Minnesota and China were comparable. Several issues were addressed. The first issue was that of establishing a common measurement scale across groups...

متن کامل

IRT studies of many groups: the alignment method

Asparouhov and Muthén (2014) presented a new method for multiple-group confirmatory factor analysis (CFA), referred to as the alignment method. The alignment method can be used to estimate group-specific factor means and variances without requiring exact measurement invariance. A strength of the method is the ability to conveniently estimate models for many groups, such as with comparisons of c...

متن کامل

Measuring disability across cultures — the psychometric properties of the WHODAS II in older people from seven low- and middle-income countries. The 10/66 Dementia Research Group population-based survey

We evaluated the psychometric properties of the 12-item interviewer-administered screener version of the World Health Organization Disability Assessment Schedule-version II (WHODAS II) among older people living in seven low- and middle-income countries. Principal component analysis (PCA), confirmatory factor analysis (CFA) and Mokken analyses were carried out to test for unidimensionality, hier...

متن کامل

The Role of Referent Indicators in Tests of Measurement Invariance

In the social sciences, a considerable amount of research seeks to make comparisons between groups of people. These groups may be defined by nationality, culture, gender, race, or the same people at different points in time. Regardless of the substantive research questions, a key assumption is that the observed variables on which these comparisons are based, typically sets of items or scales, a...

متن کامل

Sample Size and Tests of Measurement Invariance

Measurement equivalence/invariance (ME/I) can be thought of as operations yielding measures of the same attribute under different conditions (Horn & McArdle, 1992). These different conditions include stability of measurement over time (Golembiewski, Billingsley, & Yeager, 1975), across different populations (e.g., cultures; Riordan & Vandenberg, 1994), different mediums of measurement administr...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2004