Structural Equation Modeling-A Multidisciplinary Journal

Article	Citations
Model Fit Indices for Random Effects Models: Translating Model Fit Ideas from Latent Growth Curve Models	76
Identifying Dynamic Shifts to Careless and Insufficient Effort Behavior in Questionnaire Responses; a Novel Approach and Experimental Validation	59
Review of An Introduction to Modern Modeling Methods	59
Comparison of Three Approaches to Class Enumeration in Growth Mixture Modeling when Time Structures are Variant Across Latent Classes	57
Latent Profile Transition Analysis with Random Intercepts (RI-LPTA)	56
Latent Interaction Effect in the CLPM Model: A Two-Step Multiple Imputation Analysis	45
Unsupervised Model Construction in Continuous-Time	44
Dynamic Structural Equation Modeling with Cycles	40
lavaangui : A Web-Based Graphical Interface for Specifying Lavaan Models by Drawing Path Diagrams	40
Dynamic Fit Index Cutoffs for Hierarchical and Second-Order Factor Models	29
A Monte Carlo Simulation Study on the Influence of Unequal Group Sizes on Parameter Estimation in Multilevel Confirmatory Factor Analysis	27
Multilevel Factor Mixture Modeling: A Tutorial for Multilevel Constructs	26
Variable Selection for Mediators under a Bayesian Mediation Model	21
Review of An Introductory Guide to R.	21
Fitting Structural Equation Models via Variational Approximations	20
RGLS and RLS in Covariance Structure Analysis	19
Circumplex Models with Multivariate Time Series: An Idiographic Approach	18
Comparison of Two Approaches to Detecting Switched Class Labels in LCA Simulations: Class Assignment vs. Class Similarity	17
Data Smoothing Structural Equation Modeling to Study Quality of Life and Model Selection	16
Utilizing Moderated Non-linear Factor Analysis Models for Integrative Data Analysis: A Tutorial	16
The Effect of Measurement Error on Hypothesis Testing in Small Sample Structural Equation Modeling: A Comparison of Various Estimation Approaches	14
On the Benefit of Robust Bayesian Confirmatory Factor Analysis	14
Recovery Accuracy of Measurement Model and Structural Coefficients of Extended Bifactor-(S-1) and (S·I-1) Models	14
Performance of Estimation Methods in Bifactor Models with Ordered Categorical Data	13
Using Structural Equation Modeling in Place of Between-Subjects Analysis of Variance	12

Under-Fitting and Over-Fitting: The Performance of Bayesian Model Selection and Fit Indices in SEM	12
Causal Mediation Analysis for an Ordinal Outcome with Multiple Mediators	11
Finding the Optimal Number of Persons ( N ) and Time Points ( T ) for Maximal Power in Dynamic Longitudinal Models Given a Fixed Budget	11
Latent Growth Modeling with Categorical Response Data: A Methodological Investigation of Model Parameterization, Estimation, and Missing Data	11
Bias-Adjusted Three-Step Multilevel Latent Class Modeling with Covariates	11
Estimating Latent Baseline-by-Treatment Interactions in Statistical Mediation Analysis	11
Detecting Measurement Noninvariance with Continuous Indicators Using Three Different Statistical Methods under the Framework of Latent Variable Modeling	11
Croon’s Bias-Corrected Estimation of Latent Interactions	10
How to Evaluate Causal Dominance Hypotheses in Lagged Effects Models	10
On the Requirements of Non-linear Dynamic Latent Class SEM: A Simulation Study with Varying Numbers of Subjects and Time Points	10
Review of Practical Psychometrics: A Guide for Test Users	10
Dynamic Structural Equation Models with Missing Data: Data Requirements on N and T	10
Deep Learning Generalized Structured Component Analysis: An Interpretable Artificial Neural Network Model with Composite Indexes	9
Effects of Mixing Weights and Predictor Distributions on Regression Mixture Models	9
Application of Associative Discrete-Time Survival Analysis Using Latent Transition Specification	9
Latent Vector Autoregressive Modeling: A Stepwise Estimation Approach	9
Bayesian Multilevel Structural Equation Modeling: An Investigation into Robust Prior Distributions for the Doubly Latent Categorical Model	9
Fitting Cross-Lagged Panel Models with the Residual Structural Equations Approach	9
Analyzing Longitudinal Multirater Data with Individually Varying Time Intervals	9
Bayesian Multilevel Mediation: Evaluation of Inaccurate Priors in Latent 1-1-1 Designs	9
Evaluation and Comparison of SEM, ESEM, and BSEM in Estimating Structural Models with Potentially Unknown Cross-loadings	9
Semiparametric Structural Equation Models with Interval-Censored Data	9
Optimal Instrument Selection Using Bayesian Model Averaging for Model Implied Instrumental Variable Two Stage Least Squares Estimators	9
A Prediction-Oriented Specification Search Algorithm for Generalized Structured Component Analysis	8
Evaluating Causal Dominance of CTmeta-Analyzed Lagged Regression Estimates	8
Discrete-Time Survival Analysis Incorporating Time Structure in Developmental Research	7
Linear Logistic Scoring Equations for Latent Class and Latent Profile Models: A Simple Method for Classifying New Cases	7
Equal Precision Measurement Structural Models	7
Handling Measurement Error and Omitted Confounders Considering Informativeness of the Confounding Effect under Mediation Modeling	7
Sensitivity of Bayesian Model Fit Indices to the Prior Specification of Latent Growth Models	7
Investigating the Impact of Covariate Inclusion on Sample Size Requirements of Factor Mixture Modeling: A Monte Carlo Simulation Study	6
Multilevel Multigroup Structural Equation Modeling In A Single-Level Framework	6
Deriving Expected Values of Model Parameters When Using Sum Scores in Simulation Research	6
The Effect of Noninvariance on the Estimation of the Mediated Effect in the Two-Wave Mediation Model	6
Model-Selection-Based Approaches to Identifying the Optimal Number of Factors in Multilevel Exploratory Factor Analysis	6
Effectiveness of the Deterministic and Stochastic Bivariate Latent Change Score Models for Longitudinal Research	6
Leveraging Observation Timing Variability to Understand Intervention Effects in Panel Studies: An Empirical Illustration and Simulation Study	6
Classification Accuracy of Multidimensional Tests: Quantifying the Impact of Noninvariance	6
40-Year Old Unbiased Distribution Free Estimator Reliably Improves SEM Statistics for Nonnormal Data	6
Everything in Moderation: A Proposed Improvement to Variance Calculation for Visualizing Latent Endogenous Moderation	6
Review of Artificial Neural Networks and Structural Equation Modeling Marketing and Consumer Research Applications.	6
Minimal-Effect Testing, Equivalence Testing, and the Conventional Null Hypothesis Testing for the Analysis of Bi-Factor Models	6
Prior Predictive Checks for the Method of Covariances in Bayesian Mediation Analysis	5
Causal Mediation Analysis for Multivariate Longitudinal Data and Survival Outcomes	5
Selection of Loss Function in Covariance Structure Analysis: Case of the Spherical Model	5
Multiple Group Structural Equation Modeling of the Social Relations Model	5
On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach	5
Using a Cross-Classified Multilevel Mediation Model (CC-M3) with Longitudinal Data Having Changes in Cluster Membership	5
Combined Logistic and Confined Exponential Growth Models: Estimation Using SEM Software	5
A Technique for Efficient Estimation of Dynamic Structural Equation Models: A Case Study	5

A Structural After Measurement Approach to Bifactor Predictive Models	5
Bifactor Exploratory Structural Equation Models Versus Traditional Approaches in Predicting External Criteria	5
Multiple Group Alignment for Exploratory and Structural Equation Models	5
The Impact of Ignoring Cross-loadings on the Sensitivity of Fit Measures in Measurement Invariance Testing	5
Sample Size Requirements for Bifactor Models	5
On Selecting Indicators for SEM Models: Trade-Offs Among Variable Type, Quantity, and Quality	4
Review of Measurement Theory and Applications for the Social Sciences	4
Evaluation of Structural Equation Model Forests' Performance to Identify Omitted Influential Covariates	4
Rehabilitating the Lagged Dependent Variable With Structural Equation Modeling	4
Two-Wave Models for Latent Changes: How Well Can They Recover the Parameters of the Three-Wave Growth Curve Model?	4
Parallel Process Latent Growth Modeling with Multivariate Confounders/Suppressors	4
A Note on the Occurrence of the Illusory Between-Person Component in the Random Intercept Cross-Lagged Panel Model	4
Classical and Bayesian Uncertainty Intervals for the Reliability of Multidimensional Scales	4
Overall Model Fit Does Not Imply Linearity in Longitudinal Structural Equation Models: Examining Linear Change Over Time Using Latent Variable Modeling	4
The Challenge of Generating Causal Hypotheses Using Network Models	4
Bayesian Structural Equation Models of Correlation Matrices	4
The regDIF R Package: Evaluating Complex Sources of Measurement Bias Using Regularized Differential Item Functioning	4
A Comparison of Estimators for Dynamic Structural Equation Models with Intensive Longitudinal Data	4
Reflecting on the “Robust” Standard Errors for Two-Stage SEM Estimation With Categorical Data: Mistakes and Correction	4
Effect Size Interpretation in Structural Equation Models	4
Assessing Measurement Invariance for Longitudinal Data through Latent Markov Models	4
An Evaluation of Methods for Meta-Analytic Structural Equation Modeling	3
Asymptotic is Better than Bollen-Stine Bootstrapping to Assess Model Fit: The Effect of Model Size on the Chi-Square Statistic	3
Investigating Latent Interaction Effects in Multiple-Group Analysis in the Structural Equation Modeling Framework	3
Shrinking Small Sample Problems in Multilevel Structural Equation Modeling via Regularization of the Sample Covariance Matrix	3
Tackling Challenges in Data Pooling: Missing Data Handling in Latent Variable Models with Continuous and Categorical Indicators	3
How to Derive Expected Values of Structural Equation Model Parameters when Treating Discrete Data as Continuous	3
Latent Class Analysis with Measurement Invariance Testing: Simulation Study to Compare Overall Likelihood Ratio vs Residual Fit Statistics Based Model Selection	3
Generalized Structural Equation Model with Survival Outcomes and Time-Varying Coefficients	3
Structured Factor Analysis: A Data Matrix-Based Alternative Approach to Structural Equation Modeling	3
Regularized 2SLS Estimation of Structural Equation Model Parameters	3
Measurement Invariance: Dealing with the Uncertainty in Anchor Item Choice by Model Averaging	3
Testing Mean and Covariance Structures with Reweighted Least Squares	3
Exploratory Factor Analysis Trees: Evaluating Measurement Invariance Between Multiple Covariates	3
Parameterizing the LISREL Model as a Correlation Structure Model for More Efficient Parameter Estimates and More Powerful Statistical Tests	3
Mediation Analyses of Intensive Longitudinal Data with Dynamic Structural Equation Modeling	3
semlbci: An R package for Forming Likelihood-Based Confidence Intervals for Parameter Estimates, Correlations, Indirect Effects, and Other Derived Parameters	3
Joint Deep Learning for Covariate Decomposition and Treatment Effect Estimation	3
Review of Handbook of Structural Equation Modeling	2
The Impact of Partial Measurement Invariance on Between-group Comparisons of Second-Order Factor Means	2
Evaluation of Model Fit in Structural Equation Models with Ordinal Missing Data: A Comparison of the D2 and MI2S Methods	2
Incorporating Individual Differences in Conjoint Analysis: A Structural Equation Modeling Approach	2
Estimating and Testing Random Intercept Multilevel Structural Equation Models with Model Implied Instrumental Variables	2
Causal Effects of Time-Varying Exposures: A Comparison of Structural Equation Modeling and Marginal Structural Models in Cross-Lagged Panel Research	2
Latent Growth Models for Count Outcomes: Specification, Evaluation, and Interpretation	2
Performance of Model Fit and Selection Indices for Bayesian Piecewise Growth Modeling with Missing Data	2
Non-normal GMM with Covariates: A Modified 3-Step Analysis	2
Sensitivity of Fit Measures to Lack of Measurement Invariance in Exploratory Structural Equation Modeling	2
Review of Bayesian Structural Equation Modeling	2
Testing Model Fit in Path Models with Dependent Errors Given Non-Normality, Non-Linearity and Hierarchical Data	2
Review of An Introduction to Multivariate Statistics R SPSS SAS	2
A Guide to Detecting and Modeling Local Dependence in Latent Class Analysis Models	2
Modeling Retest Effects in Developmental Processes Using Latent Change Score Models	2
Advantages of Spike and Slab Priors for Detecting Differential Item Functioning Relative to Other Bayesian Regularizing Priors and Frequentist Lasso	2
Latent Variable Modeling of Social Networks with Directional Relations: An Exploration of Profile Similarity of Latent Factors	2
The Influence of Using Inaccurate Priors on Bayesian Multilevel Estimation	2
Fitting Multilevel Vector Autoregressive Models in Stan, JAGS, and Mplus	2
Fitting Single- and Multiple-Indicator STARTS Models as Dynamic Structural Equation Models	2
Sensitivity Analysis of the Weights of the Composites Under Partial Least-Squares Approach to Structural Equation Modeling	2
Bayesian Causal Mediation Analysis with Latent Mediators and Survival Outcome	2
An Evaluation of Non-Iterative Estimators in Confirmatory Factor Analysis	2
Performance of Model Fit and Selection Indices for Bayesian Structural Equation Modeling with Missing Data	2
Can Ridge and Elastic Net Structural Equation Modeling be Used to Stabilize Parameter Estimates when Latent Factors are Correlated?	2
Extended Unbiased Distribution Free Estimator With Mean Structures	2
Temporal Misalignment in Intensive Longitudinal Data: Consequences and Solutions Based on Dynamic Structural Equation Models	2
Practical Psychometrics: A Guide for Test Users	2
Circumplex Models With Ordinal Data	2
Parameter Recovery for Misspecified Latent Mediation Models in the Bayesian Framework	2
Correction	2
Deep Neural Networks for Detecting Statistical Model Misspecifications. The Case of Measurement Invariance	2
Measurement in Intensive Longitudinal Data	2
Efficient Adjusted Joint Significance Test and Sobel-Type Confidence Interval for Mediation Effect	2
Using Bounded Estimation to Avoid Nonconvergence in Small Sample Structural Equation Modeling	2
Latent Growth Model with Categorical Indicators: Comparison of the Different Estimators	2
Univariate Autoregressive Structural Equation Models as Mixed-Effects Models	2
Python Packages for Exploratory Factor Analysis	2
Applying Benford’s Law for Assessing the Validity of Social Science Data	2
Studying Between-Subject Differences in Trends and Dynamics: Introducing the Random Coefficients Continuous-Time Latent Curve Model with Structured Residuals	2
Latent Curve Detrending for Disaggregating Between-Person Effect and Within-Person Effect	1
On the Performance of Different Regularization Methods in Bifactor-(S-1) Models with Explanatory Variables—Caveats, Recommendations, and Future Directions	1

Matrix Decomposition Approach for Structural Equation Modeling as an Alternative to Covariance Structure Analysis and Its Theoretical Properties	1
Non-normal Data Simulation using Piecewise Linear Transforms	1
A Reply to “Structural Parameters under Partial Least Squares and Covariance-based Structural Equation Modeling: A Comment on Yuan and Deng (2021)” by Schuberth, Rosseel, Rönkkö, Trichera, Kline, and	1
A Monte Carlo Confidence Interval Method for Testing Measurement Invariance	1
Regression-Equivalent Effect Sizes for Latent Growth Modeling and Associated Null Hypothesis Significance Tests	1
Stepwise Latent Class Analysis in the Presence of Missing Values on the Class Indicators	1
Why Full, Partial, or Approximate Measurement Invariance Are Not a Prerequisite for Meaningful and Valid Group Comparisons	1
Assessing Cutoff Values of SEM Fit Indices: Advantages of the Unbiased SRMR Index and Its Cutoff Criterion Based on Communality	1
Croon’s Bias-corrected Estimation for Multilevel Structural Equation Models with Latent Interactions	1
Residual Structural Equation Models	1
Benefits of Doing Generalizability Theory Analyses within Structural Equation Modeling Frameworks: Illustrations Using the Rosenberg Self-Esteem Scale	1
A Note on Evaluating the Moderated Mediation Effect	1
Hierarchical Covariance Estimation Approach to Meta-Analytic Structural Equation Modeling	1
R-squared Measures for Multilevel Mixture Models with Random Effects	1
Mixed-Effects Trait-State-Occasion Model: Studying the Psychometric Properties and the Person–Situation Interactions of Psychological Dynamics	1
Striving for Sparsity: On Exact and Approximate Solutions in Regularized Structural Equation Models	1
Flexible Extensions to Structural Equation Models Using Computation Graphs	1
Latent Variable Interactions with Categorical Indicators: Continuous and Categorical Latent Moderated Structural Equations Approaches	1
Item Meaning and Order as Causes of Correlated Residuals in Confirmatory Factor Analysis	1
Can We Distinguish between Different Longitudinal Models for Estimating Nonlinear Trajectories?	1
Review of Composite-based Structural Equation Modeling: Analyzing Latent and Emergent Variables	1
Resampling Based Bias Correction for Small Sample SEM	1
Review of Machine Learning for Social and Behavioral Research (Methodology in the Social Sciences)	1
Can We Differentiate a Latent Growth Curve Model from Competitors? Evidence Based on Individual Case Residuals	1
On the Performance of Horseshoe Priors for Inducing Sparsity in Structural Equation Models	1
Products of Variables in Structural Equation Models	1
Caught off Base: A Note on the Interpretation of Incremental Fit Indices	1
Partially Confirmatory Approach to Factor Analysis with Bayesian Learning: A LAWBL Tutorial	1
Revisiting the Impact of Measurement Quality on Targeted Structural Model Fit Indexes in Structural Equation Modeling	1
Testing Measurement Invariance over Time with Intensive Longitudinal Data and Identifying a Source of Non-invariance	1
An R Shiny App for Sensitivity Analysis for Latent Growth Curve Mediation	1
Review of Quantitative Methods for the Social Sciences: A Practical Introduction with Examples in R (2nd ed.)	1
Mediation Analysis with an Event-History Mediator: An Empirical Data Illustration and Simulation Study	1
Investigating Structural Model Fit Evaluation	1
Recovering Developmental Bivariate Trajectories in Accelerated Longitudinal Designs with Dynamic Continuous Time Modeling	1
Detecting Latent Classes Through Mediation in Regression Mixture Models	1
Scale-Invariance, Equivariance and Dependency of Structural Equation Models	1
The Impact of Model Size on the Sensitivity of Fit Measures in Measurement Invariance Testing	1
Power Analysis for the Random Intercept Cross-Lagged Panel Model Using thepowRICLPMR-Package	1
Bayesian Inference of Dynamic Mediation Models for Longitudinal Data	1
A Note on Jöreskog’s ACDE Twin Model: A Solution, Not the Solution	1
A Faster Procedure for Estimating SEMs Applying Minimum Distance Estimators With a Fixed Weight Matrix	1
Using SymPy (Symbolic Python) for Understanding Structural Equation Modeling	1
Computational Options for Standard Errors and Test Statistics with Incomplete Normal and Nonnormal Data in SEM	1
One Does Not Simply Correct for Serial Dependence	1
Enhancing Model Fit Evaluation in SEM: Practical Tips for Optimizing Chi-Square Tests	1
Model Specification Searches in Structural Equation Modeling with a Hybrid Ant Colony Optimization Algorithm	1
Joint Effects in Cross-Lagged Panel Research Using Structural Nested Mean Models	1
Review of Higher-Order Growth Curves and Mixture Modeling with Mplus: A Practical Guide	1
Bayesian Quantile Latent Factor on Image Regression	1
SEM Approach to the Mediation Analysis of the Two-Condition Within-Subject Design	1
The SEM Reliability Paradox in a Bayesian Framework	1