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 2021-08-01 to 2025-08-01.)

Article	Citations
Conducting Bayesian-Classical Hybrid Power Analysis with R Package Hybridpower	63
Estimating Latent State-Trait Models for Experience-Sampling Data in R with the lsttheory Package: A Tutorial	45
Toward a Psychology of Individuals: The Ergodicity Information Index and a Bottom-up Approach for Finding Generalizations	38
HAVOK Extensions for Psychological Time Series Forecasting	36
Cluster Randomized Trials with a Pretest and Posttest: Equivalence of Three-, Two- and One-Level Analyses, and Sample Size Calculation	25
On the Selection of Item Scores or Composite Scores for Clinical Prediction	24
State Space Mixture Modeling: Finding People with Similar Patterns of Change	23
Killing Two Birds with One Stone: Accounting for Unfolding Item Response Process and Response Styles Using Unfolding Item Response Tree Models	22
Investigating the Normativity of Trait Estimates from Multidimensional Forced-Choice Data	18
Reorienting Latent Variable Modeling for Supervised Learning	17
Accounting for Measurement Invariance Violations in Careless Responding Detection in Intensive Longitudinal Data: Exploratory vs. Partially Constrained Latent Markov Factor Analysis	17
Nodewise Parameter Aggregation for Psychometric Networks	17
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	16
An Exact Bayesian Model for Meta-Analysis of the Standardized Mean Difference with Its Simultaneous Credible Intervals	15
Local Minima in Multidimensional Item Response Theory Models	15
From Metaphor to Computation: Constructing the Potential Landscape for Multivariate Psychological Formal Models	15
Exploring Estimation Procedures for Reducing Dimensionality in Psychological Network Modeling	14
How to Choose between Different Bayesian Posterior Indices for Hypothesis Testing in Practice	12
The Forgotten Trade-off between Internal Consistency and Validity	11
Simulation-Based Performance Evaluation of Missing Data Handling in Network Analysis	11
ABkPowerCalculator: An App to Compute Power for Balanced (AB) ^k Single Case Experimental Designs	10
Parceling Ordinal Items in Latent Interaction Modeling	10
Heterogeneity in Individual Network Analysis: Reality or Illusion?	9
Empirical Bayes Priors for MCMC Estimation of the Multivariate Social Relations Model	9
The Impact of Omitting Confounders in Latent Growth Curve Mediation Modeling: Analytical Examination and Methods for Sensitivity Analysis	9

Correcting Regression Coefficients for Collider Bias in Psychological Research	8
Approaches to Item-Level Data with Cross-Classified Structure: An Illustration with Student Evaluation of Teaching	8
Ideal Point or Dominance Process? Unfolding Tree Approaches to Likert Scale Data with Multi-Process Models	7
A Causal View on Bias in Missing Data Imputation: The Impact of Evil Auxiliary Variables on Norming of Test Scores	6
Examining the Feasibility of Weighting Opt-In Surveys to Accommodate the Effects of Nonresponse	6
Extracting Nonlinear Dynamics from Psychological and Behavioral Time Series Through HAVOK Analysis	6
Correcting for Differences in Measurement Unreliability in Meta-Analysis of Variances	6
Modeling Disengaged Survey Responding with Response Times as Predictors	6
Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks: An Analysis of COVID-19 Data	6
State Space Models with Moderated Effects of Text Data	6
Deep Neural Networks for Propensity Score Estimation	6
A Mixed-Effects Model in Which the Parameters of the Autocorrelated Error Structure Can Differ between Individuals	5
On Subgrouping Continuous Processes in Discrete Time	5
Causal Inference with Unobserved Confounding: Leveraging Negative Control Outcomes Using Lavaan	5
Understanding the Consequences of Collinearity for Multilevel Models: The Importance of Disaggregation Across Levels	5
Structured Estimation of Heterogeneous Time Series	5
Alternative Approaches to Estimate Causal Mediated Effects in the Single-Mediator Model	5
Pay Attention to the Ignorable Missing Data Mechanisms! An Exploration of Their Impact on the Efficiency of Regression Coefficients	5
Modeling Intraindividual Variability as Predictors in Longitudinal Research	4
An Analytical Comparison of Three Modeling Approaches for Longitudinal Mediation Analysis	4
Gradient Tree Boosting for Hierarchical Data	4
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	4
Using Mixture Factor Analysis to Counter Faking	4
Incorporating Qualitative Distinctions in Within-Person Effect Analyses	4
Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators	4
Contributions to Constructing Forced-Choice Questionnaires Using the Thurstonian IRT Model	4
Affect Dynamics in Context: A Hierarchical Bayesian AR Model for a Lab-Based Paradigm	4
Problems of Domain Factors with Small Factor Loadings in Bi-Factor Models	4
The Curious Case of the Cross-Sectional Correlation	4
A Generalized Bootstrap Procedure of the Standard Error and Confidence Interval Estimation for Inverse Probability of Treatment Weighting	4
Idiographic Ising and Divide and Color Models: Encompassing Networks for Heterogeneous Binary Data	4
Methods for Constructing Normalised Reference Scores: An Application for Assessing Child Development at 24 Months of Age	4
Estimated Factor Scores Are Not True Factor Scores	3
Parametric g-formula for Testing Time-Varying Causal Effects: What It Is, Why It Matters, and How to Implement It in Lavaan	3
betaDelta and betaSandwich: Confidence Intervals for Standardized Regression Coefficients in R	3
Beyond Pearson’s Correlation: Modern Nonparametric Independence Tests for Psychological Research	3
From Behavioral Genetics to Idiographic Science: Methodological Developments and Applications Inspired by the Work of Peter C. M. Molenaar	3
2022 List of Reviewers	3
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data	3
Using Conditional Entropy Networks of Ordinal Measures to Examine Changes in Self-Worth Among Adolescent Students in High School	3
MIIVefa: An R Package for a New Type of Exploratory Factor Anaylysis Using Model-Implied Instrumental Variables	3
Correcting for Sampling Error in between-Cluster Effects: An Empirical Bayes Cluster-Mean Approach with Finite Population Corrections	3
Multiple Imputation with Factor Scores: A Practical Approach for Handling Simultaneous Missingness Across Items in Longitudinal Designs	3
Local Minima in Factor Rotations	3
Mapping the Garden of Forking Paths in Multilevel Models	3
A Mixture Response Time Process Model for Aberrant Behaviors and Item Nonresponses	3
Improving the Walktrap Algorithm Using K -Means Clustering	3
Subgrouping with Chain Graphical VAR Models	3
Jointly Modeling Participant-Level Data and Summary Statistics for Treatment Differences	3
Modeling Multidimensional Forced Choice Measures with the Zinnes and Griggs Pairwise Preference Item Response Theory Model	3

Daily Gender and Cognition: A Person-Specific Behavioral Network Analysis	2
Bayesian Multilevel Latent Class Profile Analysis: Inference and Estimation for Exploring the Diverse Pathways to Academic Proficiency	2
Path and Direction Discovery in Individual Dynamic Factor Models: A Regularized Hybrid Unified Structural Equation Modeling with Latent Variable	2
Equivalence Testing Based Fit Index: Standardized Root Mean Squared Residual	2
Assessing and Addressing Zero Inflation in Intensive Longitudinal Data	2
Modification Indices for Diagnostic Classification Models	2
CLC Estimator: A Tool for Latent Construct Estimation via Congeneric Approaches in Survey Research	2
Measurement Invariance and Confirmatory Measurement Modeling of a Psychological Flexibility Questionnaire Across Likert and Expanded Response Formats	2
Balancing Missing Data, Items, and Assessment Frequency in Experience Sampling Methods Data	2
Considering the ‘With Whom’: Differences Between Event- and Signal-Contingent ESM Data of Person-Specific Social Interactions	2
Cross-Lagged Panel Analysis with Ordinal Items	2
Latent Reciprocal Engagement and Accuracy Variables in Social Relations Structural Equation Modeling	2
The Effects of Questionnaire Length on the Relative Impact of Response Styles in Ambulatory Assessment	2
Skewness and Staging: Does the Floor Effect Induce Bias in Multilevel AR(1) Models?	2
Exploratory Bi-factor Analysis with Multiple General Factors	2
Variational Inference as Tractable Approximation for Bayesian Models of Psychological Change Processes	2
Autoencoders for Amortized Joint Maximum Likelihood Estimation of Confirmatory Item Factor Models	2
Relations between Networks, Regression, Partial Correlation, and the Latent Variable Model	1
2021 List of Reviewers	1
Clustering Individuals Based on Similarity in Idiographic Factor Loading Patterns	1
Dynamic Poisson Factor Analysis: A Hierarchical Bayesian Approach with Intensive Text Data	1
Using Monte Carlo Simulation to Forecast the Scientific Utility of Psychological App Studies: A Tutorial	1
Latently Mediating: A Bayesian Take on Causal Mediation Analysis with Structured Survey Data	1
Ruling out Latent Time-Varying Confounders in Two-Variable Multi-Wave Studies	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
Binding the Person-Specific Approach to Modern AI in the Human Screenome Project: Moving past Generalizability to Transferability	1
2024 List of Reviewers	1
Using Lasso and Adaptive Lasso to Identify DIF in Multidimensional 2PL Models	1
Accounting for Heteroskedasticity Resulting from Between-Group Differences in Multilevel Models	1
Evidence That Growth Mixture Model Results Are Highly Sensitive to Scoring Decisions	1
A Dynamic Structural Equation Approach to Modeling Wage Dynamics and Cumulative Advantage across the Lifespan	1
Clustering Analysis of Time Series of Affect in Dyadic Interactions	1
A Bayesian Approach for Using Planned Missingness to Address Measurement Reactivity	1
Modeling Boundary Inflation in Advice Utilization	1
Causal Estimands and Multiply Robust Estimation of Mediated-Moderation	1
Bootstrap-Based Between-Study Heterogeneity Tests in Meta-Analysis	1
Intensive Longitudinal Adaptive Assessment: Item Selection and Stopping Rules in Highly Multidimensional Computerized Adaptive Tests	1
Multilevel Latent Class Analysis: State-of-the-Art Methodologies and Their Implementation in the `R` Package `multilevLCA`	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
Modeling Heterogeneity in Temporal Dynamics: Extending Latent State-Trait Autoregressive and Cross-lagged Panel Models to Mixture Distribution Models	1
Evaluating Discrete Time Methods for Subgrouping Continuous Processes	1
Make Some Noise: Generating Data from Imperfect Factor Models	1
Exploring Within-Person Variability in Qualitative Negative and Positive Emotional Granularity by Means of Latent Markov Factor Analysis	1
Integrating Intra- and Interindividual Phenomena in Psychological Theories	1
A Confidence Interval for the Difference Between Standardized Regression Coefficients	1
Non-Stationarity in Time-Series Analysis: Modeling Stochastic and Deterministic Trends	1
Information Matrix Test for Item Response Models Using Stochastic Approximation	1
Determining Sample Size Requirements in EFA Solutions: A Simple Empirical Proposal	1
Using Instrumental Variables to Measure Causation over Time in Cross-Lagged Panel Models	1