[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 …

Exploratory structural equation modeling: An integration of the best features of exploratory and confirmatory factor analysis

HW Marsh, AJS Morin, PD Parker… - Annual review of clinical …, 2014 - annualreviews.org
Exploratory factor analysis (EFA) and confirmatory factor analysis (CFA), path analysis, and
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

YA Wang, M Rhemtulla - Advances in Methods and Practices …, 2021 - journals.sagepub.com
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 …

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 …

Understanding the model size effect on SEM fit indices

D Shi, T Lee… - Educational and …, 2019 - journals.sagepub.com
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 …

Sample size requirements for simple and complex mediation models

M Sim, SY Kim, Y Suh - Educational and Psychological …, 2022 - journals.sagepub.com
Mediation models have been widely used in many disciplines to better understand the
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 …

The role of CEO transformational leadership and innovation climate in exploration and exploitation

A Zuraik, L Kelly - European journal of innovation management, 2018 - emerald.com
The role of CEO transformational leadership and innovation climate in exploration and
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

V Swami, D Barron - Body image, 2019 - Elsevier
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 …

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 …