Structural Equation Modeling-A Multidisciplinary Journal

Article	Citations
Review of An Introduction to Modern Modeling Methods	105
A Practical Guide to Using SEM Forests for Specification Search in Structural Equation Modeling	98
f MACS : Generalizing d MACS Effect Size for Measurement Noninvariance with Multiple Groups and Multiple	90
Tutorial for Bayesian Multilevel Structural Equation Modeling Using Blimp	90
Identifying Dynamic Shifts to Careless and Insufficient Effort Behavior in Questionnaire Responses; a Novel Approach and Experimental Validation	89
Evaluation of Generative Adversarial Imputation Nets’ Performance in Handling Missing Data in Structural Equation Modeling	47
Unsupervised Model Construction in Continuous-Time	45
Estimating RMSEA D (and Associated Confidence Intervals) Under Non-Normality	42
Model Fit Indices for Random Effects Models: Translating Model Fit Ideas from Latent Growth Curve Models	38
Latent Interaction Effect in the CLPM Model: A Two-Step Multiple Imputation Analysis	35
Latent Profile Transition Analysis with Random Intercepts (RI-LPTA)	34
lavaangui : A Web-Based Graphical Interface for Specifying Lavaan Models by Drawing Path Diagrams	30
Multilevel Factor Mixture Modeling: A Tutorial for Multilevel Constructs	24
Dynamic Fit Index Cutoffs for Hierarchical and Second-Order Factor Models	23
Review of An Introductory Guide to R.	22
Dynamic Structural Equation Modeling with Cycles	22
RGLS and RLS in Covariance Structure Analysis	21
Variable Selection for Mediators under a Bayesian Mediation Model	21
Fitting Structural Equation Models via Variational Approximations	18
Data Smoothing Structural Equation Modeling to Study Quality of Life and Model Selection	18
Comparison of Two Approaches to Detecting Switched Class Labels in LCA Simulations: Class Assignment vs. Class Similarity	18
Performance of Estimation Methods in Bifactor Models with Ordered Categorical Data	15
Utilizing Moderated Non-linear Factor Analysis Models for Integrative Data Analysis: A Tutorial	15
Estimating the Root Mean Square Error of Approximation (RMSEA) with Multiply Imputed Data Under Non-Normality	15
Circumplex Models with Multivariate Time Series: An Idiographic Approach	15

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	13
The Effect of Measurement Error on Hypothesis Testing in Small Sample Structural Equation Modeling: A Comparison of Various Estimation Approaches	13
Under-Fitting and Over-Fitting: The Performance of Bayesian Model Selection and Fit Indices in SEM	13
Finding the Optimal Number of Persons ( N ) and Time Points ( T ) for Maximal Power in Dynamic Longitudinal Models Given a Fixed Budget	12
Detecting Measurement Noninvariance with Continuous Indicators Using Three Different Statistical Methods under the Framework of Latent Variable Modeling	12
Estimating Latent Baseline-by-Treatment Interactions in Statistical Mediation Analysis	12
Using Structural Equation Modeling in Place of Between-Subjects Analysis of Variance	12
Causal Mediation Analysis for an Ordinal Outcome with Multiple Mediators	11
Bias-Adjusted Three-Step Multilevel Latent Class Modeling with Covariates	11
Dynamic Structural Equation Models with Missing Data: Data Requirements on N and T	11
Sum Scores of Behavioral Measurement Scales: When Not to Recommend Them and How Structural Equation Modeling Can Help	11
How to Evaluate Causal Dominance Hypotheses in Lagged Effects Models	10
Fitting Cross-Lagged Panel Models with the Residual Structural Equations Approach	10
Bayesian Multilevel Mediation: Evaluation of Inaccurate Priors in Latent 1-1-1 Designs	10
Evaluation and Comparison of SEM, ESEM, and BSEM in Estimating Structural Models with Potentially Unknown Cross-loadings	10
Deep Learning Generalized Structured Component Analysis: An Interpretable Artificial Neural Network Model with Composite Indexes	10
On the Requirements of Non-linear Dynamic Latent Class SEM: A Simulation Study with Varying Numbers of Subjects and Time Points	10
A Comprehensive Evaluation of Model Selection Indices for Class Enumeration in Bayesian Latent Growth Mixture Models	10
Review of Practical Psychometrics: A Guide for Test Users	10
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
Application of Associative Discrete-Time Survival Analysis Using Latent Transition Specification	8
Discrete-Time Survival Analysis Incorporating Time Structure in Developmental Research	8
Equal Precision Measurement Structural Models	8
Sensitivity of Bayesian Model Fit Indices to the Prior Specification of Latent Growth Models	8
Linear Logistic Scoring Equations for Latent Class and Latent Profile Models: A Simple Method for Classifying New Cases	7
Handling Measurement Error and Omitted Confounders Considering Informativeness of the Confounding Effect under Mediation Modeling	7
Multilevel Multigroup Structural Equation Modeling In A Single-Level Framework	7
A Prediction-Oriented Specification Search Algorithm for Generalized Structured Component Analysis	7
Analyzing Longitudinal Multirater Data with Individually Varying Time Intervals	7
The Effect of Noninvariance on the Estimation of the Mediated Effect in the Two-Wave Mediation Model	7
Latent Vector Autoregressive Modeling: A Stepwise Estimation Approach	7
Minimal-Effect Testing, Equivalence Testing, and the Conventional Null Hypothesis Testing for the Analysis of Bi-Factor Models	7
Deriving Expected Values of Model Parameters When Using Sum Scores in Simulation Research	7
Leveraging Observation Timing Variability to Understand Intervention Effects in Panel Studies: An Empirical Illustration and Simulation Study	6
Bifactor Exploratory Structural Equation Models Versus Traditional Approaches in Predicting External Criteria	6
A Structural After Measurement Approach to Bifactor Predictive Models	6
Effectiveness of the Deterministic and Stochastic Bivariate Latent Change Score Models for Longitudinal Research	6
40-Year Old Unbiased Distribution Free Estimator Reliably Improves SEM Statistics for Nonnormal Data	6
Latent Interaction Modeling with Ordinal Items: Evaluating Alternative Analytic Methods and Parceling Strategies	6
Multiple Group Alignment for Exploratory and Structural Equation Models	6
Selection of Loss Function in Covariance Structure Analysis: Case of the Spherical Model	6
Classification Accuracy of Multidimensional Tests: Quantifying the Impact of Noninvariance	6
Review of Artificial Neural Networks and Structural Equation Modeling Marketing and Consumer Research Applications.	6
Bayesian Structural Equation Models of Correlation Matrices	6
Causal Mediation Analysis for Multivariate Longitudinal Data and Survival Outcomes	6
On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach	6
Uncovering Asymmetric Temporal Dynamics Using Threshold Dynamics Parameters	6
Controlling for Large Sets of Measured Confounders in Mediation Analysis: Comparison of Bayesian Model Averaging, the LASSO, and Path Analysis	5

Sample Size Requirements for Bifactor Models	5
Effect Size Interpretation in Structural Equation Models	5
Combined Logistic and Confined Exponential Growth Models: Estimation Using SEM Software	5
Confidence Interval-Based Determinations for Optimal Sample Sizes and Designs in a Random Intercept Panel Model	5
Two-Wave Models for Latent Changes: How Well Can They Recover the Parameters of the Three-Wave Growth Curve Model?	5
On Selecting Indicators for SEM Models: Trade-Offs Among Variable Type, Quantity, and Quality	5
The Impact of Ignoring Cross-loadings on the Sensitivity of Fit Measures in Measurement Invariance Testing	5
Multiple Group Structural Equation Modeling of the Social Relations Model	5
A Technique for Efficient Estimation of Dynamic Structural Equation Models: A Case Study	5
The Challenge of Generating Causal Hypotheses Using Network Models	5
A Note on the Occurrence of the Illusory Between-Person Component in the Random Intercept Cross-Lagged Panel Model	4
Regularized Structural Equation Modeling with Both Factors and Components	4
Response Styles and Omitted Variable Bias. Detection and Mitigation	4
An Evaluation of Methods for Meta-Analytic Structural Equation Modeling	4
Evaluation of Structural Equation Model Forests' Performance to Identify Omitted Influential Covariates	4
Investigating Latent Interaction Effects in Multiple-Group Analysis in the Structural Equation Modeling Framework	4
Advances in the Study of Smoothing Methods for Correlation Matrices in Confirmatory Factor Analysis	4
Reflecting on the “Robust” Standard Errors for Two-Stage SEM Estimation With Categorical Data: Mistakes and Correction	4
The regDIF R Package: Evaluating Complex Sources of Measurement Bias Using Regularized Differential Item Functioning	4
Structural Equation Models with Social Networks	4
A Comparison of Estimators for Dynamic Structural Equation Models with Intensive Longitudinal Data	4
Rehabilitating the Lagged Dependent Variable With Structural Equation Modeling	4
Structured Factor Analysis: A Data Matrix-Based Alternative Approach to Structural Equation Modeling	4
Asymptotic is Better than Bollen-Stine Bootstrapping to Assess Model Fit: The Effect of Model Size on the Chi-Square Statistic	4
Multilevel Factor Mixture Modeling for Within-Level Constructs: A Simulation Study	4
Parallel Process Latent Growth Modeling with Multivariate Confounders/Suppressors	4
Review of Measurement Theory and Applications for the Social Sciences	4
Overall Model Fit Does Not Imply Linearity in Longitudinal Structural Equation Models: Examining Linear Change Over Time Using Latent Variable Modeling	4
Exploratory Factor Analysis Trees: Evaluating Measurement Invariance Between Multiple Covariates	4
Classical and Bayesian Uncertainty Intervals for the Reliability of Multidimensional Scales	4
Latent Class Analysis with Measurement Invariance Testing: Simulation Study to Compare Overall Likelihood Ratio vs Residual Fit Statistics Based Model Selection	4
Parameterizing the LISREL Model as a Correlation Structure Model for More Efficient Parameter Estimates and More Powerful Statistical Tests	4
Generalized Structural Equation Model with Survival Outcomes and Time-Varying Coefficients	4
An Evaluation of Non-Iterative Estimators in Confirmatory Factor Analysis	3
Exploring Whether Response Style Biases Manifest as Spurious Classes in Longitudinal Mixture Models	3
How to Derive Expected Values of Structural Equation Model Parameters when Treating Discrete Data as Continuous	3
Non-normal GMM with Covariates: A Modified 3-Step Analysis	3
Efficient Adjusted Joint Significance Test and Sobel-Type Confidence Interval for Mediation Effect	3
Correction	3
Estimating and Testing Random Intercept Multilevel Structural Equation Models with Model Implied Instrumental Variables	3
Performance of Model Fit and Selection Indices for Bayesian Structural Equation Modeling with Missing Data	3
Regularized 2SLS Estimation of Structural Equation Model Parameters	3
Using Bounded Estimation to Avoid Nonconvergence in Small Sample Structural Equation Modeling	3
Latent Growth Models for Count Outcomes: Specification, Evaluation, and Interpretation	3
Sensitivity Analysis of the Weights of the Composites Under Partial Least-Squares Approach to Structural Equation Modeling	3
Review of Handbook of Structural Equation Modeling	3
Tackling Challenges in Data Pooling: Missing Data Handling in Latent Variable Models with Continuous and Categorical Indicators	3
Measurement Invariance: Dealing with the Uncertainty in Anchor Item Choice by Model Averaging	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
Shrinking Small Sample Problems in Multilevel Structural Equation Modeling via Regularization of the Sample Covariance Matrix	3
Mediation Analyses of Intensive Longitudinal Data with Dynamic Structural Equation Modeling	3
Performance of Model Fit and Selection Indices for Bayesian Piecewise Growth Modeling with Missing Data	3
Circumplex Models With Ordinal Data	3
Sensitivity of Probit Dynamic Structural Equation Models to Non-Normality of the Latent Variable Assumed to Underlie Categorical Responses	2
Parameter Recovery for Misspecified Latent Mediation Models in the Bayesian Framework	2
Investigating Structural Model Fit Evaluation	2
Extended Unbiased Distribution Free Estimator With Mean Structures	2
Scale-Invariance, Equivariance and Dependency of Structural Equation Models	2
A Guide to Detecting and Modeling Local Dependence in Latent Class Analysis Models	2
Temporal Misalignment in Intensive Longitudinal Data: Consequences and Solutions Based on Dynamic Structural Equation Models	2
Deep Neural Networks for Detecting Statistical Model Misspecifications. The Case of Measurement Invariance	2
Latent Variable Modeling of Social Networks with Directional Relations: An Exploration of Profile Similarity of Latent Factors	2
Fitting Covariance Structure Models With Arbitrary Observed Distributions: Strong Convergence of the Asymptotically Distribution-Free Estimator	2
Why Full, Partial, or Approximate Measurement Invariance Are Not a Prerequisite for Meaningful and Valid Group Comparisons	2
Products of Variables in Structural Equation Models	2
Testing Measurement Invariance over Time with Intensive Longitudinal Data and Identifying a Source of Non-invariance	2
Review of Quantitative Methods for the Social Sciences: A Practical Introduction with Examples in R (2nd ed.)	2
Practical Psychometrics: A Guide for Test Users	2
Latent Curve Detrending for Disaggregating Between-Person Effect and Within-Person Effect	2
Review of An Introduction to Multivariate Statistics R SPSS SAS	2
Hierarchical Covariance Estimation Approach to Meta-Analytic Structural Equation Modeling	2
Studying Between-Subject Differences in Trends and Dynamics: Introducing the Random Coefficients Continuous-Time Latent Curve Model with Structured Residuals	2
Fitting Single- and Multiple-Indicator STARTS Models as Dynamic Structural Equation Models	2
Review of Bayesian Structural Equation Modeling	2
Univariate Autoregressive Structural Equation Models as Mixed-Effects Models	2
A Note on Comparing Equivalence Testing with Conventional Criteria in Evaluating the Overall Fit of Structural Equation Models	2
Benefits of Doing Generalizability Theory Analyses within Structural Equation Modeling Frameworks: Illustrations Using the Rosenberg Self-Esteem Scale	2
Partially Confirmatory Approach to Factor Analysis with Bayesian Learning: A LAWBL Tutorial	2
Review of Higher-Order Growth Curves and Mixture Modeling with Mplus: A Practical Guide	2

SEM Approach to the Mediation Analysis of the Two-Condition Within-Subject Design	2
Applying Benford’s Law for Assessing the Validity of Social Science Data	2
Model Specification Searches in Structural Equation Modeling with a Hybrid Ant Colony Optimization Algorithm	2
Causal Effects of Time-Varying Exposures: A Comparison of Structural Equation Modeling and Marginal Structural Models in Cross-Lagged Panel Research	2
On the Meaning of Measurement Invariance in Social Relations—Confirmatory Factor Analysis for Relative Variance Parameters	2
The Influence of Using Inaccurate Priors on Bayesian Multilevel Estimation	2
Latent Growth Model with Categorical Indicators: Comparison of the Different Estimators	2
Incorporating Individual Differences in Conjoint Analysis: A Structural Equation Modeling Approach	2
Testing Model Fit in Path Models with Dependent Errors Given Non-Normality, Non-Linearity and Hierarchical Data	2
Croon’s Bias-corrected Estimation for Multilevel Structural Equation Models with Latent Interactions	2
On the Performance of Different Regularization Methods in Bifactor-(S-1) Models with Explanatory Variables—Caveats, Recommendations, and Future Directions	2