OOIR: Observatory of International Research

Papers

(The median citation count of Multivariate Behavioral Research is 1. 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 2022-01-01 to 2026-01-01.)

Article	Citations
Conducting Bayesian-Classical Hybrid Power Analysis with R Package Hybridpower	85
Cluster Randomized Trials with a Pretest and Posttest: Equivalence of Three-, Two- and One-Level Analyses, and Sample Size Calculation	57
On the Selection of Item Scores or Composite Scores for Clinical Prediction	50
State Space Mixture Modeling: Finding People with Similar Patterns of Change	47
HAVOK Extensions for Psychological Time Series Forecasting	31
Unique Contributions of Dynamic Affect Indicators – Beyond Static Variability	29
Killing Two Birds with One Stone: Accounting for Unfolding Item Response Process and Response Styles Using Unfolding Item Response Tree Models	29
A Systematic Evaluation of Wording Effects Modeling Under the Exploratory Structural Equation Modeling Framework	27
Estimating Latent State-Trait Models for Experience-Sampling Data in R with the lsttheory Package: A Tutorial	23
Toward a Psychology of Individuals: The Ergodicity Information Index and a Bottom-up Approach for Finding Generalizations	22
Accounting for Measurement Invariance Violations in Careless Responding Detection in Intensive Longitudinal Data: Exploratory vs. Partially Constrained Latent Markov Factor Analysis	22
Nodewise Parameter Aggregation for Psychometric Networks	22
Local Minima in Multidimensional Item Response Theory Models	21
Reorienting Latent Variable Modeling for Supervised Learning	18
An Exact Bayesian Model for Meta-Analysis of the Standardized Mean Difference with Its Simultaneous Credible Intervals	15
Exploring Estimation Procedures for Reducing Dimensionality in Psychological Network Modeling	15
The Forgotten Trade-off between Internal Consistency and Validity	13
From Metaphor to Computation: Constructing the Potential Landscape for Multivariate Psychological Formal Models	12
Simulation-Based Performance Evaluation of Missing Data Handling in Network Analysis	11
Parceling Ordinal Items in Latent Interaction Modeling	10
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	10
The Impact of Omitting Confounders in Latent Growth Curve Mediation Modeling: Analytical Examination and Methods for Sensitivity Analysis	9
ABkPowerCalculator: An App to Compute Power for Balanced (AB) ^k Single Case Experimental Designs	9
Correcting Regression Coefficients for Collider Bias in Psychological Research	9
Approaches to Item-Level Data with Cross-Classified Structure: An Illustration with Student Evaluation of Teaching	9

Ideal Point or Dominance Process? Unfolding Tree Approaches to Likert Scale Data with Multi-Process Models	8
Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks: An Analysis of COVID-19 Data	8
Pay Attention to the Ignorable Missing Data Mechanisms! An Exploration of Their Impact on the Efficiency of Regression Coefficients	8
Empirical Bayes Priors for MCMC Estimation of the Multivariate Social Relations Model	8
Heterogeneity in Individual Network Analysis: Reality or Illusion?	8
Correcting for Differences in Measurement Unreliability in Meta-Analysis of Variances	8
Extracting Nonlinear Dynamics from Psychological and Behavioral Time Series Through HAVOK Analysis	8
Deep Neural Networks for Propensity Score Estimation	8
Alternative Approaches to Estimate Causal Mediated Effects in the Single-Mediator Model	8
State Space Models with Moderated Effects of Text Data	7
Examining the Feasibility of Weighting Opt-In Surveys to Accommodate the Effects of Nonresponse	7
A Causal View on Bias in Missing Data Imputation: The Impact of Evil Auxiliary Variables on Norming of Test Scores	7
Modeling Disengaged Survey Responding with Response Times as Predictors	7
A Mixed-Effects Model in Which the Parameters of the Autocorrelated Error Structure Can Differ between Individuals	6
An Analytical Comparison of Three Modeling Approaches for Longitudinal Mediation Analysis	6
Incorporating Qualitative Distinctions in Within-Person Effect Analyses	6
Structured Estimation of Heterogeneous Time Series	6
Modeling Intraindividual Variability as Predictors in Longitudinal Research	6
Causal Inference with Unobserved Confounding: Leveraging Negative Control Outcomes Using Lavaan	6
On Subgrouping Continuous Processes in Discrete Time	6
Understanding the Consequences of Collinearity for Multilevel Models: The Importance of Disaggregation Across Levels	6
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	5
Idiographic Ising and Divide and Color Models: Encompassing Networks for Heterogeneous Binary Data	5
A Generalized Bootstrap Procedure of the Standard Error and Confidence Interval Estimation for Inverse Probability of Treatment Weighting	5
Problems of Domain Factors with Small Factor Loadings in Bi-Factor Models	5
The Curious Case of the Cross-Sectional Correlation	5
Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators	5
Contributions to Constructing Forced-Choice Questionnaires Using the Thurstonian IRT Model	5
Gradient Tree Boosting for Hierarchical Data	5
betaDelta and betaSandwich: Confidence Intervals for Standardized Regression Coefficients in R	4
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data	4
MIIVefa: An R Package for a New Type of Exploratory Factor Anaylysis Using Model-Implied Instrumental Variables	4
Methods for Constructing Normalised Reference Scores: An Application for Assessing Child Development at 24 Months of Age	4
Using Mixture Factor Analysis to Counter Faking	4
Parametric g-formula for Testing Time-Varying Causal Effects: What It Is, Why It Matters, and How to Implement It in Lavaan	4
Estimated Factor Scores Are Not True Factor Scores	4
Affect Dynamics in Context: A Hierarchical Bayesian AR Model for a Lab-Based Paradigm	4
How to Get MAD: Generating Uniformly Sampled Correlation Matrices with a Fixed Mean Absolute Discrepancy	4
On the Ratio Between Point-Polyserial and Polyserial Correlations for Non-Normal Bivariate Distributions	4
Novel Full-Bayesian and Hybrid-Bayesian Approaches for Modeling Intraindividual Variability	4
A Two-Step Estimator for Growth Mixture Models with Covariates in the Presence of Direct Effects	3
Multiple Imputation with Factor Scores: A Practical Approach for Handling Simultaneous Missingness Across Items in Longitudinal Designs	3
Targeted Maximum Likelihood Estimation for Causal Inference With Observational Data—The Example of Private Tutoring	3
Correcting for Sampling Error in between-Cluster Effects: An Empirical Bayes Cluster-Mean Approach with Finite Population Corrections	3
Subgrouping with Chain Graphical VAR Models	3
Mixed-Effects Frequency-Adjusted Borders Ordinal Forest: A Tree Ensemble Method for Ordinal Prediction with Hierarchical Data	3
Equivalence Testing Based Fit Index: Standardized Root Mean Squared Residual	3
The Effects of Questionnaire Length on the Relative Impact of Response Styles in Ambulatory Assessment	3
Using Conditional Entropy Networks of Ordinal Measures to Examine Changes in Self-Worth Among Adolescent Students in High School	3
Improving the Walktrap Algorithm Using K -Means Clustering	3

Jointly Modeling Participant-Level Data and Summary Statistics for Treatment Differences	3
From Behavioral Genetics to Idiographic Science: Methodological Developments and Applications Inspired by the Work of Peter C. M. Molenaar	3
Regularized Cross-Sectional Network Modeling with Missing Data: A Comparison of Methods	3
Exploratory Bi-factor Analysis with Multiple General Factors	3
CLC Estimator: A Tool for Latent Construct Estimation via Congeneric Approaches in Survey Research	3
Beyond Pearson’s Correlation: Modern Nonparametric Independence Tests for Psychological Research	3
Mapping the Garden of Forking Paths in Multilevel Models	3
Local Minima in Factor Rotations	3
2022 List of Reviewers	3
Balancing Missing Data, Items, and Assessment Frequency in Experience Sampling Methods Data	3
Modification Indices for Diagnostic Classification Models	2
Cross-Lagged Panel Analysis with Ordinal Items	2
Bayesian Multilevel Latent Class Profile Analysis: Inference and Estimation for Exploring the Diverse Pathways to Academic Proficiency	2
Assessing and Addressing Zero Inflation in Intensive Longitudinal Data	2
Clustering Analysis of Time Series of Affect in Dyadic Interactions	2
Integrating Intra- and Interindividual Phenomena in Psychological Theories	2
Autoencoders for Amortized Joint Maximum Likelihood Estimation of Confirmatory Item Factor Models	2
Skewness and Staging: Does the Floor Effect Induce Bias in Multilevel AR(1) Models?	2
Daily Gender and Cognition: A Person-Specific Behavioral Network Analysis	2
Dynamics Between Asynchronously Measured Variables: A Multilevel Approach to Momentary Affect and Morning Sleep Reports	2
A Dynamic Structural Equation Approach to Modeling Wage Dynamics and Cumulative Advantage across the Lifespan	2
Path and Direction Discovery in Individual Dynamic Factor Models: A Regularized Hybrid Unified Structural Equation Modeling with Latent Variable	2
Using Monte Carlo Simulation to Forecast the Scientific Utility of Psychological App Studies: A Tutorial	2
Considering the ‘With Whom’: Differences Between Event- and Signal-Contingent ESM Data of Person-Specific Social Interactions	2
Measurement Invariance and Confirmatory Measurement Modeling of a Psychological Flexibility Questionnaire Across Likert and Expanded Response Formats	2
Latent Reciprocal Engagement and Accuracy Variables in Social Relations Structural Equation Modeling	2
Latently Mediating: A Bayesian Take on Causal Mediation Analysis with Structured Survey Data	2
Detecting Model Misfit in Structural Equation Modeling with Machine Learning—A Proof of Concept	2
Variational Inference as Tractable Approximation for Bayesian Models of Psychological Change Processes	2
Exploring Within-Person Variability in Qualitative Negative and Positive Emotional Granularity by Means of Latent Markov Factor Analysis	2
2024 List of Reviewers	1
Missing Data Handling via EM and Multiple Imputation in Network Analysis using Glasso and Atan Regularization	1
Estimating IRT Models Under Gaussian Mixture Modeling of Latent Traits: An Application of MSAEM Algorithm	1
Evaluating Avoidable Heterogeneity in Exploratory Factor Analysis Results	1
2021 List of Reviewers	1
Evaluating Discrete Time Methods for Subgrouping Continuous Processes	1
A Confidence Interval for the Difference Between Standardized Regression Coefficients	1
Using Instrumental Variables to Measure Causation over Time in Cross-Lagged Panel Models	1
A Two-Step Robust Estimation Approach for Inferring Within-Person Relations in Longitudinal Design: Tutorial and Simulations	1
The Effects of Data Preprocessing Choices on Behavioral RCT Outcomes: A Multiverse Analysis	1
Selecting a Within- or Between-Subject Design for Mediation: Validity, Causality, and Statistical Power	1
Residual Structural Equation Modeling with Nonnormal Distribution	1
Cross-Domain Latent Growth Curve Analysis in the Presence of Missing Data and Small Samples	1
Binding the Person-Specific Approach to Modern AI in the Human Screenome Project: Moving past Generalizability to Transferability	1
Person Specific Parameter Heterogeneity in the 2PL IRT Model	1
Using Lasso and Adaptive Lasso to Identify DIF in Multidimensional 2PL Models	1
Multilevel Metamodels: Enhancing Inference, Interpretability, and Generalizability in Monte Carlo Simulation Studies	1
A Realistic Evaluation of Methods for Handling Missing Data When There is a Mixture of MCAR, MAR, and MNAR Mechanisms in the Same Dataset	1
Exploring the Effects of Sampling Variability, Scale Variability, and Node Aggregation on the Consistency of Estimated Networks	1
Accounting for Heteroskedasticity Resulting from Between-Group Differences in Multilevel Models	1
Clustering Individuals Based on Similarity in Idiographic Factor Loading Patterns	1
Determining Sample Size Requirements in EFA Solutions: A Simple Empirical Proposal	1
Intensive Longitudinal Adaptive Assessment: Item Selection and Stopping Rules in Highly Multidimensional Computerized Adaptive Tests	1
A Bayesian Approach to Estimating Reciprocal Effects with the Bivariate STARTS Model	1
Modeling Cycles, Trends and Time-Varying Effects in Dynamic Structural Equation Models with Regression Splines	1
Modeling Heterogeneity in Temporal Dynamics: Extending Latent State-Trait Autoregressive and Cross-lagged Panel Models to Mixture Distribution Models	1
Heywood You Believe It? Heywood Cases Can Occur When Factor Analyzing Population-Level Dispersion Matrices with Model Error	1
Demystifying Posterior Distributions: A Tutorial on Their Derivation	1
Counterfactual Mediation Analysis with a Latent Class Exposure	1
Bayesian Multilevel Compositional Data Analysis with the R Package multilevelcoda	1
Bootstrap-Based Between-Study Heterogeneity Tests in Meta-Analysis	1
Non-Stationarity in Time-Series Analysis: Modeling Stochastic and Deterministic Trends	1
Information Matrix Test for Item Response Models Using Stochastic Approximation	1
Causal Estimands and Multiply Robust Estimation of Mediated-Moderation	1
Make Some Noise: Generating Data from Imperfect Factor Models	1
Evidence That Growth Mixture Model Results Are Highly Sensitive to Scoring Decisions	1
Dynamic Poisson Factor Analysis: A Hierarchical Bayesian Approach with Intensive Text Data	1
A Bayesian Approach for Using Planned Missingness to Address Measurement Reactivity	1
Modeling Boundary Inflation in Advice Utilization	1
On the Relationship between ANOVA Main Effects and Average Treatment Effects	1
SMART Binary: New Sample Size Planning Resources for SMART Studies with Binary Outcome Measurements	1
Ruling out Latent Time-Varying Confounders in Two-Variable Multi-Wave Studies	1
Bayesian Multivariate Logistic Regression for Superiority and Inferiority Decision-Making under Observable Treatment Heterogeneity	1
Multilevel Latent Class Analysis: State-of-the-Art Methodologies and Their Implementation in the `R` Package `multilevLCA`	1
On the Latent Structure of Responses and Response Times from Multidimensional Personality Measurement with Ordinal Rating Scales	1