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[HTML][HTML] Applied psychometrics: sample size and sample power considerations in factor analysis (EFA, CFA) and SEM in general
TA Kyriazos - Psychology, 2018 - scirp.org
Adequate statistical power contributes to observing true relationships in a dataset. With a
thoughtful power analysis, the adequate but not excessive sample could be detected …
thoughtful power analysis, the adequate but not excessive sample could be detected …
Exploratory structural equation modeling: An integration of the best features of exploratory and confirmatory factor analysis
Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA), path analysis, and
structural equation modeling (SEM) have long histories in clinical research. Although CFA …
structural equation modeling (SEM) have long histories in clinical research. Although CFA …
Power analysis for parameter estimation in structural equation modeling: A discussion and tutorial
Despite the widespread and rising popularity of structural equation modeling (SEM) in
psychology, there is still much confusion surrounding how to choose an appropriate sample …
psychology, there is still much confusion surrounding how to choose an appropriate sample …
Issues and recommendations for exploratory factor analysis and principal component analysis
JB Schreiber - Research in Social and Administrative Pharmacy, 2021 - Elsevier
This commentary provides a brief mathematical review of exploratory factor analysis, the
common factor model, and principal components analysis. Details and recommendations …
common factor model, and principal components analysis. Details and recommendations …
Understanding the model size effect on SEM fit indices
This study investigated the effect the number of observed variables (p) has on three
structural equation modeling indices: the comparative fit index (CFI), the Tucker–Lewis index …
structural equation modeling indices: the comparative fit index (CFI), the Tucker–Lewis index …
Sample size requirements for simple and complex mediation models
Mediation models have been widely used in many disciplines to better understand the
underlying processes between independent and dependent variables. Despite their …
underlying processes between independent and dependent variables. Despite their …
Confirmatory factor analysis with ordinal data: Comparing robust maximum likelihood and diagonally weighted least squares
CH Li - Behavior research methods, 2016 - Springer
In confirmatory factor analysis (CFA), the use of maximum likelihood (ML) assumes that the
observed indicators follow a continuous and multivariate normal distribution, which is not …
observed indicators follow a continuous and multivariate normal distribution, which is not …
The role of CEO transformational leadership and innovation climate in exploration and exploitation
The role of CEO transformational leadership and innovation climate in exploration and
exploitation | Emerald Insight Books and journals Case studies Expert Briefings Open Access …
exploitation | Emerald Insight Books and journals Case studies Expert Briefings Open Access …
Translation and validation of body image instruments: Challenges, good practice guidelines, and reporting recommendations for test adaptation
Body image research has grown rapidly to include new cultural and linguistic populations,
but this gives rise to a need for measurement instruments that are sensitive to local …
but this gives rise to a need for measurement instruments that are sensitive to local …
Using multi‐item psychometric scales for research and practice in human resource management
MA Robinson - Human resource management, 2018 - Wiley Online Library
Questionnaires are a widely used research method in human resource management (HRM),
and multi‐item psychometric scales are the most widely used measures in questionnaires …
and multi‐item psychometric scales are the most widely used measures in questionnaires …