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 2021-10-01 to 2025-10-01.)

Article	Citations
Conducting Bayesian-Classical Hybrid Power Analysis with R Package Hybridpower	72
Unique Contributions of Dynamic Affect Indicators – Beyond Static Variability	46
Estimating Latent State-Trait Models for Experience-Sampling Data in R with the lsttheory Package: A Tutorial	44
Toward a Psychology of Individuals: The Ergodicity Information Index and a Bottom-up Approach for Finding Generalizations	42
HAVOK Extensions for Psychological Time Series Forecasting	27
Cluster Randomized Trials with a Pretest and Posttest: Equivalence of Three-, Two- and One-Level Analyses, and Sample Size Calculation	26
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
A Systematic Evaluation of Wording Effects Modeling Under the Exploratory Structural Equation Modeling Framework	19
Killing Two Birds with One Stone: Accounting for Unfolding Item Response Process and Response Styles Using Unfolding Item Response Tree Models	19
Accounting for Measurement Invariance Violations in Careless Responding Detection in Intensive Longitudinal Data: Exploratory vs. Partially Constrained Latent Markov Factor Analysis	18
Reorienting Latent Variable Modeling for Supervised Learning	17
Nodewise Parameter Aggregation for Psychometric Networks	17
An Exact Bayesian Model for Meta-Analysis of the Standardized Mean Difference with Its Simultaneous Credible Intervals	12
Local Minima in Multidimensional Item Response Theory Models	12
Exploring Estimation Procedures for Reducing Dimensionality in Psychological Network Modeling	11
The Forgotten Trade-off between Internal Consistency and Validity	11
Simulation-Based Performance Evaluation of Missing Data Handling in Network Analysis	10
From Metaphor to Computation: Constructing the Potential Landscape for Multivariate Psychological Formal Models	9
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	9
Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks: An Analysis of COVID-19 Data	8
Empirical Bayes Priors for MCMC Estimation of the Multivariate Social Relations Model	8
Parceling Ordinal Items in Latent Interaction Modeling	8
ABkPowerCalculator: An App to Compute Power for Balanced (AB) ^k Single Case Experimental Designs	8
The Impact of Omitting Confounders in Latent Growth Curve Mediation Modeling: Analytical Examination and Methods for Sensitivity Analysis	7

Heterogeneity in Individual Network Analysis: Reality or Illusion?	7
Approaches to Item-Level Data with Cross-Classified Structure: An Illustration with Student Evaluation of Teaching	7
Ideal Point or Dominance Process? Unfolding Tree Approaches to Likert Scale Data with Multi-Process Models	7
Correcting Regression Coefficients for Collider Bias in Psychological Research	7
Extracting Nonlinear Dynamics from Psychological and Behavioral Time Series Through HAVOK Analysis	7
Structured Estimation of Heterogeneous Time Series	6
State Space Models with Moderated Effects of Text Data	6
Deep Neural Networks for Propensity Score Estimation	6
Alternative Approaches to Estimate Causal Mediated Effects in the Single-Mediator Model	6
Examining the Feasibility of Weighting Opt-In Surveys to Accommodate the Effects of Nonresponse	6
A Causal View on Bias in Missing Data Imputation: The Impact of Evil Auxiliary Variables on Norming of Test Scores	6
Modeling Disengaged Survey Responding with Response Times as Predictors	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
An Analytical Comparison of Three Modeling Approaches for Longitudinal Mediation Analysis	5
Incorporating Qualitative Distinctions in Within-Person Effect Analyses	5
Pay Attention to the Ignorable Missing Data Mechanisms! An Exploration of Their Impact on the Efficiency of Regression Coefficients	5
Understanding the Consequences of Collinearity for Multilevel Models: The Importance of Disaggregation Across Levels	5
A Generalized Bootstrap Procedure of the Standard Error and Confidence Interval Estimation for Inverse Probability of Treatment Weighting	5
Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators	5
Causal Inference with Unobserved Confounding: Leveraging Negative Control Outcomes Using Lavaan	5
Correcting for Differences in Measurement Unreliability in Meta-Analysis of Variances	5
Modeling Intraindividual Variability as Predictors in Longitudinal Research	5
Problems of Domain Factors with Small Factor Loadings in Bi-Factor Models	4
Idiographic Ising and Divide and Color Models: Encompassing Networks for Heterogeneous Binary Data	4
Using Mixture Factor Analysis to Counter Faking	4
Gradient Tree Boosting for Hierarchical Data	4
How to Get MAD: Generating Uniformly Sampled Correlation Matrices with a Fixed Mean Absolute Discrepancy	4
Contributions to Constructing Forced-Choice Questionnaires Using the Thurstonian IRT Model	4
betaDelta and betaSandwich: Confidence Intervals for Standardized Regression Coefficients in R	4
The Curious Case of the Cross-Sectional Correlation	4
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	4
Methods for Constructing Normalised Reference Scores: An Application for Assessing Child Development at 24 Months of Age	4
Affect Dynamics in Context: A Hierarchical Bayesian AR Model for a Lab-Based Paradigm	4
Beyond Pearson’s Correlation: Modern Nonparametric Independence Tests for Psychological Research	3
Multiple Imputation with Factor Scores: A Practical Approach for Handling Simultaneous Missingness Across Items in Longitudinal Designs	3
Mixed-Effects Frequency-Adjusted Borders Ordinal Forest: A Tree Ensemble Method for Ordinal Prediction with Hierarchical Data	3
Jointly Modeling Participant-Level Data and Summary Statistics for Treatment Differences	3
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data	3
Estimated Factor Scores Are Not True Factor Scores	3
Mapping the Garden of Forking Paths in Multilevel Models	3
Correcting for Sampling Error in between-Cluster Effects: An Empirical Bayes Cluster-Mean Approach with Finite Population Corrections	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
Parametric g-formula for Testing Time-Varying Causal Effects: What It Is, Why It Matters, and How to Implement It in Lavaan	3
Using Conditional Entropy Networks of Ordinal Measures to Examine Changes in Self-Worth Among Adolescent Students in High School	3
Subgrouping with Chain Graphical VAR Models	3
Local Minima in Factor Rotations	3
Regularized Cross-Sectional Network Modeling with Missing Data: A Comparison of Methods	3
Balancing Missing Data, Items, and Assessment Frequency in Experience Sampling Methods Data	3

MIIVefa: An R Package for a New Type of Exploratory Factor Anaylysis Using Model-Implied Instrumental Variables	3
Improving the Walktrap Algorithm Using K -Means Clustering	3
Bayesian Multilevel Latent Class Profile Analysis: Inference and Estimation for Exploring the Diverse Pathways to Academic Proficiency	2
Measurement Invariance and Confirmatory Measurement Modeling of a Psychological Flexibility Questionnaire Across Likert and Expanded Response Formats	2
Modification Indices for Diagnostic Classification Models	2
Assessing and Addressing Zero Inflation in Intensive Longitudinal Data	2
Equivalence Testing Based Fit Index: Standardized Root Mean Squared Residual	2
The Effects of Questionnaire Length on the Relative Impact of Response Styles in Ambulatory Assessment	2
CLC Estimator: A Tool for Latent Construct Estimation via Congeneric Approaches in Survey Research	2
Latent Reciprocal Engagement and Accuracy Variables in Social Relations Structural Equation Modeling	2
Variational Inference as Tractable Approximation for Bayesian Models of Psychological Change Processes	2
Exploratory Bi-factor Analysis with Multiple General Factors	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
Path and Direction Discovery in Individual Dynamic Factor Models: A Regularized Hybrid Unified Structural Equation Modeling with Latent Variable	2
Dynamics Between Asynchronously Measured Variables: A Multilevel Approach to Momentary Affect and Morning Sleep Reports	2
Cross-Lagged Panel Analysis with Ordinal Items	2
Modeling Boundary Inflation in Advice Utilization	1
Missing Data Handling via EM and Multiple Imputation in Network Analysis using Glasso and Atan Regularization	1
2024 List of Reviewers	1
Evaluating Discrete Time Methods for Subgrouping Continuous Processes	1
Using Lasso and Adaptive Lasso to Identify DIF in Multidimensional 2PL Models	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
Integrating Intra- and Interindividual Phenomena in Psychological Theories	1
Clustering Analysis of Time Series of Affect in Dyadic Interactions	1
Considering the ‘With Whom’: Differences Between Event- and Signal-Contingent ESM Data of Person-Specific Social Interactions	1
A Bayesian Approach for Using Planned Missingness to Address Measurement Reactivity	1
Ruling out Latent Time-Varying Confounders in Two-Variable Multi-Wave Studies	1
Information Matrix Test for Item Response Models Using Stochastic Approximation	1
Using Instrumental Variables to Measure Causation over Time in Cross-Lagged Panel Models	1
Determining Sample Size Requirements in EFA Solutions: A Simple Empirical Proposal	1
Dynamic Poisson Factor Analysis: A Hierarchical Bayesian Approach with Intensive Text Data	1
Binding the Person-Specific Approach to Modern AI in the Human Screenome Project: Moving past Generalizability to Transferability	1
Clustering Individuals Based on Similarity in Idiographic Factor Loading Patterns	1
Residual Structural Equation Modeling with Nonnormal Distribution	1
2021 List of Reviewers	1
Exploring Within-Person Variability in Qualitative Negative and Positive Emotional Granularity by Means of Latent Markov Factor Analysis	1
A Dynamic Structural Equation Approach to Modeling Wage Dynamics and Cumulative Advantage across the Lifespan	1
Make Some Noise: Generating Data from Imperfect Factor Models	1
Bootstrap-Based Between-Study Heterogeneity Tests in Meta-Analysis	1
Evaluating Avoidable Heterogeneity in Exploratory Factor Analysis Results	1
Intensive Longitudinal Adaptive Assessment: Item Selection and Stopping Rules in Highly Multidimensional Computerized Adaptive Tests	1
Modeling Heterogeneity in Temporal Dynamics: Extending Latent State-Trait Autoregressive and Cross-lagged Panel Models to Mixture Distribution Models	1
Multilevel Latent Class Analysis: State-of-the-Art Methodologies and Their Implementation in the `R` Package `multilevLCA`	1
Accounting for Heteroskedasticity Resulting from Between-Group Differences in Multilevel Models	1
Non-Stationarity in Time-Series Analysis: Modeling Stochastic and Deterministic Trends	1
Evidence That Growth Mixture Model Results Are Highly Sensitive to Scoring Decisions	1
Latently Mediating: A Bayesian Take on Causal Mediation Analysis with Structured Survey Data	1
Using Monte Carlo Simulation to Forecast the Scientific Utility of Psychological App Studies: A Tutorial	1
Autoencoders for Amortized Joint Maximum Likelihood Estimation of Confirmatory Item Factor Models	1
A Confidence Interval for the Difference Between Standardized Regression Coefficients	1
Estimating IRT Models Under Gaussian Mixture Modeling of Latent Traits: An Application of MSAEM Algorithm	1
Causal Estimands and Multiply Robust Estimation of Mediated-Moderation	1