A Cross-Classified CFA-MTMM Model for Structurally Different and Nonindependent Interchangeable Methods
نویسندگان
چکیده
منابع مشابه
A longitudinal multilevel CFA-MTMM model for interchangeable and structurally different methods
One of the key interests in the social sciences is the investigation of change and stability of a given attribute. Although numerous models have been proposed in the past for analyzing longitudinal data including multilevel and/or latent variable modeling approaches, only few modeling approaches have been developed for studying the construct validity in longitudinal multitrait-multimethod (MTMM...
متن کاملDifferent kinds of interchangeable methods in multitrait-multimethod analysis: a note on the multilevel CFA-MTMM model by Koch et al. (2014)
Koch et al. (2014) extend longitudinal models of confirmatory factor analysis (CFA) for multitrait-multimethod (MTMM) data (e.g., Geiser and Lockhart, 2012) to accommodate different sorts of methods, that is, structurally different and interchangeable methods. While structurally different methods conform to sampling schemes in which each target (e.g., individual employee) is linked to a unique ...
متن کاملTesting for measurement invariance and latent mean differences across methods: interesting incremental information from multitrait-multimethod studies
Models of confirmatory factor analysis (CFA) are frequently applied to examine the convergent validity of scores obtained from multiple raters or methods in so-called multitrait-multimethod (MTMM) investigations. We show that interesting incremental information about method effects can be gained from including mean structures and tests of MI across methods in MTMM models. We present a modeling ...
متن کاملCollapsing factors in multitrait-multimethod models: examining consequences of a mismatch between measurement design and model
Models of confirmatory factor analysis (CFA) are frequently applied to examine the convergent validity of scores obtained from multiple raters or methods in so-called multitrait-multimethod (MTMM) investigations. Many applications of CFA-MTMM and similarly structured models result in solutions in which at least one method (or specific) factor shows non-significant loading or variance estimates....
متن کاملIT Identity: Developing Valid Measures through CFA-Based MTMM Analysis
Informed by identity literature, this study develops a set of theory-based definitions and measures for investigating how individuals’ self-identification with particular IT (termed IT identity) influences their ongoing IT use behaviors. In doing so, it contributes to both IS theory and research methods. For methods, determining whether a construct can be measured by at least two methods is an ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Multivariate Behavioral Research
سال: 2016
ISSN: 0027-3171,1532-7906
DOI: 10.1080/00273171.2015.1101367