Structural Equation Modeling-A Multidisciplinary Journal

Article	Citations
Comparison of Three Approaches to Class Enumeration in Growth Mixture Modeling when Time Structures are Variant Across Latent Classes	73
A Growth of Hierarchical Autoregression Model for Capturing Individual Differences in Changes of Dynamic Characteristics of Psychological Processes	56
Research Design and Model Estimation Under the Partially Confirmatory Latent Variable Modeling Framework with Multi-Univariate Bayesian Lassos	53
Model Estimation Approaches for Fully-Latent Principal Stratification with Small Samples	52
Review of An Introduction to Modern Modeling Methods	49
Python Packages for Exploratory Factor Analysis	42
Equal Precision Measurement Structural Models	41
Latent Class Analysis with Measurement Invariance Testing: Simulation Study to Compare Overall Likelihood Ratio vs Residual Fit Statistics Based Model Selection	39
Review of Educational and Psychological Measurement	38
Application of Associative Discrete-Time Survival Analysis Using Latent Transition Specification	26
Analyzing Longitudinal Multirater Data with Individually Varying Time Intervals	24
Model Fit Indices for Random Effects Models: Translating Model Fit Ideas from Latent Growth Curve Models	24
Flexible Extensions to Structural Equation Models Using Computation Graphs	20
Testing Mean and Covariance Structures with Reweighted Least Squares	18
Review of Applied Univariate, Bivariate, and Multivariate Statistics Using Python by Daniel Denis	18
Structured Factor Analysis: A Data Matrix-Based Alternative Approach to Structural Equation Modeling	16
Mixed-Effects Trait-State-Occasion Model: Studying the Psychometric Properties and the Person–Situation Interactions of Psychological Dynamics	16
PolychoricRM: A Computationally Efficient R Function for Estimating Polychoric Correlations and their Asymptotic Covariance Matrix	16
Evaluating Causal Dominance of CTmeta-Analyzed Lagged Regression Estimates	16
Specification Search in Structural Equation Modeling (SEM): How Gradient Component-wise Boosting can Contribute	15
Parameterizing the LISREL Model as a Correlation Structure Model for More Efficient Parameter Estimates and More Powerful Statistical Tests	14
The Impact of “Negligible” Cross-Loadings in Investigations of Measurement Invariance with MGCFA and MGESEM	14
Effects of Multivariate Non-Normality and Missing Data on the Root Mean Square Error of Approximation	13
A Model-Based Shrinkage Target to Avoid Non-convergence in Small Sample SEM	13
Detecting Correlated Residuals in Exploratory Factor Analysis: New Proposals and a Comparison of Procedures	12

Unsupervised Model Construction in Continuous-Time	11
The Impact of Non-Normality on Causal Effect Estimates in Structural Equation Models with Ordered Categorical Variables	11
Discrete-Time Survival Analysis Incorporating Time Structure in Developmental Research	11
A Prediction-Oriented Specification Search Algorithm for Generalized Structured Component Analysis	11
Linear Logistic Scoring Equations for Latent Class and Latent Profile Models: A Simple Method for Classifying New Cases	11
Improving the Statistical Performance of Oblique Bifactor Measurement and Predictive Models: An Augmentation Approach	10
Investigating Structural Model Fit Evaluation	10
Assessing the Relative Importance of Predictors in Latent Regression Models	10
Identifying Dynamic Shifts to Careless and Insufficient Effort Behavior in Questionnaire Responses; a Novel Approach and Experimental Validation	10
Testing Model Fit in Path Models with Dependent Errors Given Non-Normality, Non-Linearity and Hierarchical Data	9
Latent Vector Autoregressive Modeling: A Stepwise Estimation Approach	9
Sensitivity of Bayesian Model Fit Indices to the Prior Specification of Latent Growth Models	9
Correcting for Unreliability and Partial Invariance: A Two-Stage Path Analysis Approach	9
An Evaluation of Methods for Meta-Analytic Structural Equation Modeling	9
Semiparametric Structural Equation Models with Interval-Censored Data	9
Multilevel Dynamic Twin Modeling	9
Exploring the Unfolding of Dynamic Effects with Continuous-Time Models: Recommendations Concerning Statistical Power to Detect Peak Cross-Lagged Effects	9
Latent Curve Detrending for Disaggregating Between-Person Effect and Within-Person Effect	8
Model Specification Searches in Structural Equation Modeling with a Hybrid Ant Colony Optimization Algorithm	8
How to Derive Expected Values of Structural Equation Model Parameters when Treating Discrete Data as Continuous	8
Structural Parameters under Partial Least Squares and Covariance-Based Structural Equation Modeling: A Comment on Yuan and Deng (2021)	8
An Alternative Prior for Estimation in High-Dimensional Settings	7
Handling Measurement Error and Omitted Confounders Considering Informativeness of the Confounding Effect under Mediation Modeling	7
Optimal Instrument Selection Using Bayesian Model Averaging for Model Implied Instrumental Variable Two Stage Least Squares Estimators	7
Scale-Invariance, Equivariance and Dependency of Structural Equation Models	7
A Closer Look at Random and Fixed Effects Panel Regression in Structural Equation Modeling Using Lavaan	7
Estimating the Weight Matrix in Distributionally Weighted Least Squares Estimation: An Empirical Bayesian Solution	6
SEM Approach to the Mediation Analysis of the Two-Condition Within-Subject Design	6
Precluding Interpretational Confounding in Factor Analysis with a Covariate or Outcome via Measurement and Uncertainty Preserving Parametric Modeling	6
Incorporating Measurement Error in the Dynamic Structural Equation Modeling Using a Single Indicator or Multiple Indicators	6
Latent Profile Transition Analysis with Random Intercepts (RI-LPTA)	6
Review of Artificial Neural Networks and Structural Equation Modeling Marketing and Consumer Research Applications.	6
Performance of Model Fit and Selection Indices for Bayesian Structural Equation Modeling with Missing Data	6
semlbci: An R package for Forming Likelihood-Based Confidence Intervals for Parameter Estimates, Correlations, Indirect Effects, and Other Derived Parameters	6
Latent Interaction Effect in the CLPM Model: A Two-Step Multiple Imputation Analysis	6
Tackling Challenges in Data Pooling: Missing Data Handling in Latent Variable Models with Continuous and Categorical Indicators	6
Mixed-Effects Models with Crossed Random Effects for Multivariate Longitudinal Data	6
Leveraging Observation Timing Variability to Understand Intervention Effects in Panel Studies: An Empirical Illustration and Simulation Study	5
The Effect of Noninvariance on the Estimation of the Mediated Effect in the Two-Wave Mediation Model	5
Detrending for Intensive Longitudinal Dyadic Data Analysis Using DSEM	5
Model-Selection-Based Approaches to Identifying the Optimal Number of Factors in Multilevel Exploratory Factor Analysis	5
Revisiting Savalei’s (2011) Research on Remediating Zero-Frequency Cells in Estimating Polychoric Correlations: A Data Distribution Perspective	5
modsem : An R Package for Estimating Latent Interactions and Quadratic Effects	5
Hierarchical Covariance Estimation Approach to Meta-Analytic Structural Equation Modeling	5
Dynamic Structural Equation Modeling with Cycles	5
The Specification and Impact of Prior Distributions for Categorical Latent Variable Models	5
Regularized 2SLS Estimation of Structural Equation Model Parameters	5
lavaangui : A Web-Based Graphical Interface for Specifying Lavaan Models by Drawing Path Diagrams	5
Review of Higher-Order Growth Curves and Mixture Modeling with Mplus: A Practical Guide	4
Measurement Model Misspecification in Dynamic Structural Equation Models: Power, Reliability, and Other Considerations	4

Two-stage Multilevel Latent Class Analysis with Covariates in the Presence of Direct Effects	4
Impact of Informative Priors on Model Fit Indices in Bayesian Confirmatory Factor Analysis	4
Deriving Expected Values of Model Parameters When Using Sum Scores in Simulation Research	4
Multilevel Factor Mixture Modeling: A Tutorial for Multilevel Constructs	4
Investigating the Impact of Covariate Inclusion on Sample Size Requirements of Factor Mixture Modeling: A Monte Carlo Simulation Study	4
Effectiveness of the Deterministic and Stochastic Bivariate Latent Change Score Models for Longitudinal Research	4
Classification Accuracy of Multidimensional Tests: Quantifying the Impact of Noninvariance	4
A Monte Carlo Simulation Study on the Influence of Unequal Group Sizes on Parameter Estimation in Multilevel Confirmatory Factor Analysis	4
Multilevel Multigroup Structural Equation Modeling In A Single-Level Framework	4
Evaluation of Goodness-of-Fit Tests in Random Intercept Cross-Lagged Panel Model: Implications for Small Samples	4
Review of Quantitative Methods for the Social Sciences: A Practical Introduction with Examples in R (2nd ed.)	4
Where Did I Go Wrong with My Model? Ten Tips for Getting Results in SEM	4
Bayesian Computation via the Gibbs Sampler for Mixture Models with Gaussian Distal Outcomes	4
Shrinking Small Sample Problems in Multilevel Structural Equation Modeling via Regularization of the Sample Covariance Matrix	4
Using Bounded Estimation to Avoid Nonconvergence in Small Sample Structural Equation Modeling	4
Minimal-Effect Testing, Equivalence Testing, and the Conventional Null Hypothesis Testing for the Analysis of Bi-Factor Models	3
Mediation Analyses of Intensive Longitudinal Data with Dynamic Structural Equation Modeling	3
Testing Measurement Invariance over Time with Intensive Longitudinal Data and Identifying a Source of Non-invariance	3
Bayesian Causal Mediation Analysis with Latent Mediators and Survival Outcome	3
Testing for Within × Within and Between × Within Moderation Using Random Intercept Cross-Lagged Panel Models	3
Dynamic Fit Index Cutoffs for Hierarchical and Second-Order Factor Models	3
An Evaluation of Non-Iterative Estimators in Confirmatory Factor Analysis	3
GSCA Pro—Free Stand-Alone Software for Structural Equation Modeling	3
Causal Mediation Analysis with the Parallel Process Latent Growth Curve Mediation Model	3
Measurement Invariance: Dealing with the Uncertainty in Anchor Item Choice by Model Averaging	3
Joint Deep Learning for Covariate Decomposition and Treatment Effect Estimation	3
40-Year Old Unbiased Distribution Free Estimator Reliably Improves SEM Statistics for Nonnormal Data	3
Non-normal GMM with Covariates: A Modified 3-Step Analysis	3
D-Scoring Method of Measurement Classical and Latent Frameworks	2
Bifactor Exploratory Structural Equation Models Versus Traditional Approaches in Predicting External Criteria	2
The Sensitivity of Bayesian Fit Indices to Structural Misspecification in Structural Equation Modeling	2
Equivalence of Partial-Least-Squares SEM and the Methods of Factor-Score Regression	2
Latent Growth Models for Count Outcomes: Specification, Evaluation, and Interpretation	2
Multiple Group Alignment for Exploratory and Structural Equation Models	2
On Inconsistency of the Overidentification Test for the Model-implied Instrumental Variable Approach	2
Products of Variables in Structural Equation Models	2
Partially Confirmatory Approach to Factor Analysis with Bayesian Learning: A LAWBL Tutorial	2
A Comparison of Different Approaches for Estimating Cross-Lagged Effects from a Causal Inference Perspective	2
A Structural After Measurement Approach to Bifactor Predictive Models	2
Are the Signs of Factor Loadings Arbitrary in Confirmatory Factor Analysis? Problems and Solutions	2
To Be Long or To Be Wide: How Data Format Influences Convergence and Estimation Accuracy in Multilevel Structural Equation Modeling	2
Sensitivity Analysis of the Weights of the Composites Under Partial Least-Squares Approach to Structural Equation Modeling	2
Circumplex Models with Multivariate Time Series: An Idiographic Approach	2
Prior Predictive Checks for the Method of Covariances in Bayesian Mediation Analysis	2
Variable Selection for Mediators under a Bayesian Mediation Model	2
Criteria for Parameter Identification in Bayesian Lasso Methods for Covariance Analysis: Comparing Rules for Thresholding, p-value, and Credible Interval	2
Review of An Introductory Guide to R.	2
On the Performance of Different Regularization Methods in Bifactor-(S-1) Models with Explanatory Variables—Caveats, Recommendations, and Future Directions	2
Everything in Moderation: A Proposed Improvement to Variance Calculation for Visualizing Latent Endogenous Moderation	2
RGLS and RLS in Covariance Structure Analysis	2
Review of A Beginner’s Guide to Structural Equation Modeling	2
Sensitivity of Fit Measures to Lack of Measurement Invariance in Exploratory Structural Equation Modeling	2
Assessing Heterogeneity of Correlation Matrices in Misspecified Meta-Analytic Structural Equation Models	2
Understanding the Deviance Information Criterion for SEM: Cautions in Prior Specification	2
Comparing MIMIC and MIMIC-interaction to Alignment Methods for Investigating Measurement Invariance concerning a Continuous Violator	2
Croon’s Bias-corrected Estimation for Multilevel Structural Equation Models with Latent Interactions	2
Performance of Model Fit and Selection Indices for Bayesian Piecewise Growth Modeling with Missing Data	2
Comparison of Two Approaches to Detecting Switched Class Labels in LCA Simulations: Class Assignment vs. Class Similarity	2
Comparing Factor Score Approaches to SEM in Multigroup Models with Small Samples	2
Utilizing Moderated Non-linear Factor Analysis Models for Integrative Data Analysis: A Tutorial	2
A Causal Framework for the Comparability of Latent Variables	2
Fitting Structural Equation Models via Variational Approximations	2
Data Smoothing Structural Equation Modeling to Study Quality of Life and Model Selection	2
Fitting Multilevel Vector Autoregressive Models in Stan, JAGS, and Mplus	2
The Impact of Item Parceling on Structural Parameter Invariance in Multi-group Structural Equation Modeling	2
Benefits of Doing Generalizability Theory Analyses within Structural Equation Modeling Frameworks: Illustrations Using the Rosenberg Self-Esteem Scale	2
Using a Cross-Classified Multilevel Mediation Model (CC-M3) with Longitudinal Data Having Changes in Cluster Membership	2
Efficient Adjusted Joint Significance Test and Sobel-Type Confidence Interval for Mediation Effect	2
One Does Not Simply Correct for Serial Dependence	2
Review of Handbook of Structural Equation Modeling Review of Handbook of Structural Equation Modeling (2nd ed.), Edited by Rick H. Hoyle,	1
Under-Fitting and Over-Fitting: The Performance of Bayesian Model Selection and Fit Indices in SEM	1
Modeling Retest Effects in Developmental Processes Using Latent Change Score Models	1
Evaluation of Maximal Reliability for Multidimensional Measuring Instruments Using Structural Equation Modeling	1
On the Benefit of Robust Bayesian Confirmatory Factor Analysis	1
Sample Size Requirements for Bifactor Models	1
Signaling Model Misspecification in Latent Class Analysis	1
A Technique for Efficient Estimation of Dynamic Structural Equation Models: A Case Study	1
Causal Mediation Analysis for Multivariate Longitudinal Data and Survival Outcomes	1
Addressing Missing Data in Latent Class Analysis When Using a Three-Step Estimation Approach	1
Regression-Equivalent Effect Sizes for Latent Growth Modeling and Associated Null Hypothesis Significance Tests	1

Univariate Autoregressive Structural Equation Models as Mixed-Effects Models	1
Selection of Loss Function in Covariance Structure Analysis: Case of the Spherical Model	1
The Challenge of Generating Causal Hypotheses Using Network Models	1
Resampling Based Bias Correction for Small Sample SEM	1
Circumplex Models With Ordinal Data	1
Less Heuristic Approximate Local Fit Evaluation in Structural Equation Models	1
Analyzing Multivariate Generalizability Theory Designs within Structural Equation Modeling Frameworks	1
A Model Comparison Approach to Posterior Predictive Model Checks in Bayesian Confirmatory Factor Analysis	1
The Impact of Ignoring Cross-loadings on the Sensitivity of Fit Measures in Measurement Invariance Testing	1
Evaluation of Model Fit in Structural Equation Models with Ordinal Missing Data: A Comparison of the D2 and MI2S Methods	1
Latent Growth Model with Categorical Indicators: Comparison of the Different Estimators	1
Can We Differentiate a Latent Growth Curve Model from Competitors? Evidence Based on Individual Case Residuals	1
Detecting Latent Classes Through Mediation in Regression Mixture Models	1
The Impact of Omitting Confounders in Parallel Process Latent Growth Curve Mediation Models: Three Sensitivity Analysis Approaches	1
A Note on Jöreskog’s ACDE Twin Model: A Solution, Not the Solution	1
The Effect of Measurement Error on Hypothesis Testing in Small Sample Structural Equation Modeling: A Comparison of Various Estimation Approaches	1
Estimating and Testing Random Intercept Multilevel Structural Equation Models with Model Implied Instrumental Variables	1
Label Switching in Latent Class Analysis: Accuracy of Classification, Parameter Estimates, and Confidence Intervals	1
Using SymPy (Symbolic Python) for Understanding Structural Equation Modeling	1
Combined Logistic and Confined Exponential Growth Models: Estimation Using SEM Software	1
Performance of Estimation Methods in Bifactor Models with Ordered Categorical Data	1
Understanding Dyad, Person, and Contextual Effects in Dyadic Analysis	1
Correction	1
Measurement in Intensive Longitudinal Data	1
Recovery Accuracy of Measurement Model and Structural Coefficients of Extended Bifactor-(S-1) and (S·I-1) Models	1
Multiple Group Structural Equation Modeling of the Social Relations Model	1
Detecting Prior-Data Disagreement in Bayesian Structural Equation Modeling	1
Estimating Measurement Error in Longitudinal Data Using the Longitudinal MultiTrait MultiError Approach	1
Two-Wave Models for Latent Changes: How Well Can They Recover the Parameters of the Three-Wave Growth Curve Model?	1
Review of Handbook of Structural Equation Modeling	1
Can Ridge and Elastic Net Structural Equation Modeling be Used to Stabilize Parameter Estimates when Latent Factors are Correlated?	1
Latent Variable Modeling of Social Networks with Directional Relations: An Exploration of Profile Similarity of Latent Factors	1
Effect Size Interpretation in Structural Equation Models	1
Assessing Measurement Invariance for Longitudinal Data through Latent Markov Models	1
Can We Distinguish between Different Longitudinal Models for Estimating Nonlinear Trajectories?	1
Bayesian Structural Equation Models of Correlation Matrices	1
Three-Step Latent Class Analysis with Inverse Propensity Weighting in the Presence of Differential Item Functioning	1
Comparing Methods for Factor Score Estimation in Structural Equation Modeling: The Role of Network Analysis	1
Penalized Structural Equation Models	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
Teaching the Mechanics of Factor Analysis Using Excel Spreadsheets	1
New Developments in Measurement Invariance Testing: An Overview and Comparison of EFA-Based Approaches	1
Review of Handbook of Structural Equation Modeling (2nd ed.)	1
Power Analysis for the Random Intercept Cross-Lagged Panel Model Using thepowRICLPMR-Package	1
Why Full, Partial, or Approximate Measurement Invariance Are Not a Prerequisite for Meaningful and Valid Group Comparisons	1