OOIR: Observatory of International Research

Papers

(The TQCC of Multivariate Behavioral Research is 5. 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 2022-08-01 to 2026-08-01.)

Article	Citations
A Systematic Evaluation of Wording Effects Modeling Under the Exploratory Structural Equation Modeling Framework	123
Killing Two Birds with One Stone: Accounting for Unfolding Item Response Process and Response Styles Using Unfolding Item Response Tree Models	89
Unique Contributions of Dynamic Affect Indicators – Beyond Static Variability	55
State Space Mixture Modeling: Finding People with Similar Patterns of Change	49
Estimating Latent State-Trait Models for Experience-Sampling Data in R with the lsttheory Package: A Tutorial	49
Toward a Psychology of Individuals: The Ergodicity Information Index and a Bottom-up Approach for Finding Generalizations	45
Cluster Randomized Trials with a Pretest and Posttest: Equivalence of Three-, Two- and One-Level Analyses, and Sample Size Calculation	40
Handling Missing Data in Intensive Longitudinal Data with Mixed Missing Mechanisms	32
On the Selection of Item Scores or Composite Scores for Clinical Prediction	28
Improving the Evaluation of Construct Change Over Time: Advantages of Longitudinal Moderated Nonlinear Factor Analysis Over Conventional First-Order Growth Models	26
Nodewise Parameter Aggregation for Psychometric Networks	23
Accounting for Measurement Invariance Violations in Careless Responding Detection in Intensive Longitudinal Data: Exploratory vs. Partially Constrained Latent Markov Factor Analysis	22
Local Minima in Multidimensional Item Response Theory Models	22
An Exact Bayesian Model for Meta-Analysis of the Standardized Mean Difference with Its Simultaneous Credible Intervals	18
From Metaphor to Computation: Constructing the Potential Landscape for Multivariate Psychological Formal Models	16
Reorienting Latent Variable Modeling for Supervised Learning	15
Simulation-Based Performance Evaluation of Missing Data Handling in Network Analysis	14
Exploring Estimation Procedures for Reducing Dimensionality in Psychological Network Modeling	14
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	14
The Forgotten Trade-off between Internal Consistency and Validity	14
Parceling Ordinal Items in Latent Interaction Modeling	13
ABkPowerCalculator: An App to Compute Power for Balanced (AB) ^k Single Case Experimental Designs	13
Ideal Point or Dominance Process? Unfolding Tree Approaches to Likert Scale Data with Multi-Process Models	12
Approaches to Item-Level Data with Cross-Classified Structure: An Illustration with Student Evaluation of Teaching	12
Correcting Regression Coefficients for Collider Bias in Psychological Research	12

Empirical Bayes Priors for MCMC Estimation of the Multivariate Social Relations Model	12
Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks: An Analysis of COVID-19 Data	11
Heterogeneity in Individual Network Analysis: Reality or Illusion?	11
To Disaggregate or Not to Disaggregate: A Focus on Covariates in Multilevel Models	11
Pay Attention to the Ignorable Missing Data Mechanisms! An Exploration of Their Impact on the Efficiency of Regression Coefficients	11
Causal Inference with Unobserved Confounding: Leveraging Negative Control Outcomes Using Lavaan	10
Modeling Disengaged Survey Responding with Response Times as Predictors	10
Alternative Approaches to Estimate Causal Mediated Effects in the Single-Mediator Model	10
A Mixed-Effects Model in Which the Parameters of the Autocorrelated Error Structure Can Differ between Individuals	10
Correcting for Differences in Measurement Unreliability in Meta-Analysis of Variances	10
Bayesian Machine Learning Tools for Alcohol Use Disorder Research: The bpaup R Package	9
On Subgrouping Continuous Processes in Discrete Time	9
State Space Models with Moderated Effects of Text Data	9
Structured Estimation of Heterogeneous Time Series	9
A Causal View on Bias in Missing Data Imputation: The Impact of Evil Auxiliary Variables on Norming of Test Scores	9
Incorporating Qualitative Distinctions in Within-Person Effect Analyses	9
Examining the Feasibility of Weighting Opt-In Surveys to Accommodate the Effects of Nonresponse	9
Modeling Intraindividual Variability as Predictors in Longitudinal Research	8
An Analytical Comparison of Three Modeling Approaches for Longitudinal Mediation Analysis	8
A State Space Model of Daily Dynamics with Moderation Effects from Qualitative Text Data	8
A Generalized Bootstrap Procedure of the Standard Error and Confidence Interval Estimation for Inverse Probability of Treatment Weighting	8
Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators	7
Contributions to Constructing Forced-Choice Questionnaires Using the Thurstonian IRT Model	7
The Curious Case of the Cross-Sectional Correlation	7
Gradient Tree Boosting for Hierarchical Data	7
Problems of Domain Factors with Small Factor Loadings in Bi-Factor Models	7
Beyond Linear Risk: A Machine Learning Approach to Understanding Perinatal Depression in Context	7
Understanding the Consequences of Collinearity for Multilevel Models: The Importance of Disaggregation Across Levels	7
Idiographic Ising and Divide and Color Models: Encompassing Networks for Heterogeneous Binary Data	7
Bayesian Variable Selection via Shrinkage Priors in Growth Mixture Models	6
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	6
How to Get MAD: Generating Uniformly Sampled Correlation Matrices with a Fixed Mean Absolute Discrepancy	6
Calculating and Interpreting Maximal Reliability in Bifactor Models	6
betaDelta and betaSandwich: Confidence Intervals for Standardized Regression Coefficients in R	5
Individual Variability as a Moderator of Latent Structural Relations	5
Affect Dynamics in Context: A Hierarchical Bayesian AR Model for a Lab-Based Paradigm	5
Using Conditional Entropy Networks of Ordinal Measures to Examine Changes in Self-Worth Among Adolescent Students in High School	5
Parametric g-formula for Testing Time-Varying Causal Effects: What It Is, Why It Matters, and How to Implement It in Lavaan	5
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data	5
MIIVefa: An R Package for a New Type of Exploratory Factor Anaylysis Using Model-Implied Instrumental Variables	5
On the Ratio Between Point-Polyserial and Polyserial Correlations for Non-Normal Bivariate Distributions	5
Targeted Maximum Likelihood Estimation for Causal Inference With Observational Data—The Example of Private Tutoring	5
Using Mixture Factor Analysis to Counter Faking	5
Novel Full-Bayesian and Hybrid-Bayesian Approaches for Modeling Intraindividual Variability	5
Methods for Constructing Normalised Reference Scores: An Application for Assessing Child Development at 24 Months of Age	5
Estimated Factor Scores Are Not True Factor Scores	5
Treatment Effect Moderation with Small Subgroups: An Incremental Subgroup Analysis Approach	5