OOIR: Observatory of International Research

Papers

(The TQCC of Multivariate Behavioral Research is 4. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-07-01 to 2024-07-01.)

Article	Citations
Evaluating SEM Model Fit with Small Degrees of Freedom	52
Bayesian Estimation for Gaussian Graphical Models: Structure Learning, Predictability, and Network Comparisons	36
Entropy Fit Indices: New Fit Measures for Assessing the Structure and Dimensionality of Multiple Latent Variables	26
dynamic : An R Package for Deriving Dynamic Fit Index Cutoffs for Factor Analysis	23
CLC Estimator: A Tool for Latent Construct Estimation via Congeneric Approaches in Survey Research	21
Recovering Within-Person Dynamics from Psychological Time Series	19
Causal Inference with Multilevel Data: A Comparison of Different Propensity Score Weighting Approaches	18
Interpreting Interaction Effects in Generalized Linear Models of Nonlinear Probabilities and Counts	18
Sampling Variability Is Not Nonreplication: A Bayesian Reanalysis of Forbes, Wright, Markon, and Krueger	17
Psychometric and Machine Learning Approaches to Reduce the Length of Scales	17
Model Selection and Model Averaging for Mixed-Effects Models with Crossed Random Effects for Subjects and Items	16
Selecting a Within- or Between-Subject Design for Mediation: Validity, Causality, and Statistical Power	15
AI-Assisted Systematic Reviewing: Selecting Studies to Compare Bayesian Versus Frequentist SEM for Small Sample Sizes	14
Small but Nontrivial: A Comparison of Six Strategies to Handle Cross-Loadings in Bifactor Predictive Models	14
Bayesian Estimation of Single-Test Reliability Coefficients	13
A Sequential Response Model for Analyzing Process Data on Technology-Based Problem-Solving Tasks	12
Investigating the Normativity of Trait Estimates from Multidimensional Forced-Choice Data	12
Bayesian Model Averaging as an Alternative to Model Selection for Multilevel Models	10
Using Lasso and Adaptive Lasso to Identify DIF in Multidimensional 2PL Models	10
A Bayesian Latent Variable Selection Model for Nonignorable Missingness	10
Modeling Multidimensional Forced Choice Measures with the Zinnes and Griggs Pairwise Preference Item Response Theory Model	9
Accounting for Heteroskedasticity Resulting from Between-Group Differences in Multilevel Models	9
Heterogeneity in Individual Network Analysis: Reality or Illusion?	9
The Curious Case of the Cross-Sectional Correlation	9
Random Forests Approach for Causal Inference with Clustered Observational Data	9

Wording Effects in Assessment: Missing the Trees for the Forest	8
A Higher-Order Cognitive Diagnosis Model with Ordinal Attributes for Dichotomous Response Data	8
On Unreplicable Inferences in Psychopathology Symptom Networks and the Importance of Unreliable Parameter Estimates	8
A Mixture Response Time Process Model for Aberrant Behaviors and Item Nonresponses	8
Do Response Styles Affect Estimates of Growth on Social-Emotional Constructs? Evidence from Four Years of Longitudinal Survey Scores	8
Inferring Latent Structure in Polytomous Data with a Higher-Order Diagnostic Model	8
Large-Scale Survey Data Analysis with Penalized Regression: A Monte Carlo Simulation on Missing Categorical Predictors	7
How to Choose between Different Bayesian Posterior Indices for Hypothesis Testing in Practice	7
Relations between Networks, Regression, Partial Correlation, and the Latent Variable Model	7
Changing the Scale: The Effect of Modifying Response Scale Labels on the Measurement of Personality and Affect	7
Penalized Least Squares for Structural Equation Modeling with Ordinal Responses	7
A Comprehensive Review and Comparison of CUSUM and Change-Point-Analysis Methods to Detect Test Speededness	7
A Gentle Introduction to Bayesian Network Meta-Analysis Using an Automated R Package	6
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	6
A Generalized Partially Confirmatory Factor Analysis Framework with Mixed Bayesian Lasso Methods	6
Multilevel Meta-Analysis of Individual Participant Data of Single-Case Experimental Designs: One-Stage versus Two-Stage Methods	6
Generalizability of Dynamic Fit Index, Equivalence Testing, and Hu & Bentler Cutoffs for Evaluating Fit in Factor Analysis	6
Reducing Incidence of Nonpositive Definite Covariance Matrices in Mixed Effect Models	6
Configurational Causal Modeling and Logic Regression	6
Adjusting for Measurement Noninvariance with Alignment in Growth Modeling	6
R-squared Measures for Multilevel Models with Three or More Levels	6
Evaluating Covariate Effects on ESM Measurement Model Changes with Latent Markov Factor Analysis: A Three-Step Approach	5
Response Surface Analysis with Missing Data	5
Copula-Based Redundancy Analysis	5
Bayesian Estimation and Testing of a Beta Factor Model for Bounded Continuous Variables	5
Repeated Measures ANOVA with Latent Variables to Analyze Interindividual Differences in Contrasts	5
Joint Hidden Markov Model for Longitudinal and Time-to-Event Data with Latent Variables	5
Metric Stability in Item Response Models	5
Dynamic Mixture Modeling with dynr	5
Bayesian Uncertainty Estimation for Gaussian Graphical Models and Centrality Indices	4
Tuning Random Forests for Causal Inference under Cluster-Level Unmeasured Confounding	4
Bayesian Testing of Scientific Expectations under Multivariate Normal Linear Models	4
The Impact of Item Feature and Response Preference in a Mixed-Format Design	4
A Realistic Evaluation of Methods for Handling Missing Data When There is a Mixture of MCAR, MAR, and MNAR Mechanisms in the Same Dataset	4
Sequential Gibbs Sampling Algorithm for Cognitive Diagnosis Models with Many Attributes	4
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	4
Modeling Changes in Response Style with Longitudinal IRTree Models	4
A Square-Root Second-Order Extended Kalman Filtering Approach for Estimating Smoothly Time-Varying Parameters	4
Linear Ballistic Accumulator Item Response Theory Model for Multidimensional Multiple-Alternative Forced-Choice Measurement of Personality	4