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 2021-05-01 to 2025-05-01.)

Article	Citations
Conducting Bayesian-Classical Hybrid Power Analysis with R Package Hybridpower	52
On the Selection of Item Scores or Composite Scores for Clinical Prediction	38
A Hierarchical Map and Application to Traverse and Unify Analyses Subsumed by Canonical Correlation	35
State Space Mixture Modeling: Finding People with Similar Patterns of Change	31
Toward a Psychology of Individuals: The Ergodicity Information Index and a Bottom-up Approach for Finding Generalizations	29
HAVOK Extensions for Psychological Time Series Forecasting	23
Cluster Randomized Trials with a Pretest and Posttest: Equivalence of Three-, Two- and One-Level Analyses, and Sample Size Calculation	21
Killing Two Birds with One Stone: Accounting for Unfolding Item Response Process and Response Styles Using Unfolding Item Response Tree Models	21
Estimating Latent State-Trait Models for Experience-Sampling Data in R with the lsttheory Package: A Tutorial	20
Investigating the Normativity of Trait Estimates from Multidimensional Forced-Choice Data	20
Nodewise Parameter Aggregation for Psychometric Networks	17
Exploring Estimation Procedures for Reducing Dimensionality in Psychological Network Modeling	16
Reorienting Latent Variable Modeling for Supervised Learning	16
A Generalized Partially Confirmatory Factor Analysis Framework with Mixed Bayesian Lasso Methods	15
Bayesian Mediation Analysis with Power Prior Distributions	15
The Forgotten Trade-off between Internal Consistency and Validity	14
How to Choose between Different Bayesian Posterior Indices for Hypothesis Testing in Practice	12
Simulation-Based Performance Evaluation of Missing Data Handling in Network Analysis	12
Local Minima in Multidimensional Item Response Theory Models	11
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	11
From Metaphor to Computation: Constructing the Potential Landscape for Multivariate Psychological Formal Models	11
An Exact Bayesian Model for Meta-Analysis of the Standardized Mean Difference with Its Simultaneous Credible Intervals	11
The Impact of Omitting Confounders in Latent Growth Curve Mediation Modeling: Analytical Examination and Methods for Sensitivity Analysis	10
Parceling Ordinal Items in Latent Interaction Modeling	10
Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks: An Analysis of COVID-19 Data	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	8
Extracting Nonlinear Dynamics from Psychological and Behavioral Time Series Through HAVOK Analysis	7
Heterogeneity in Individual Network Analysis: Reality or Illusion?	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	6
Structured Estimation of Heterogeneous Time Series	6
Alternative Approaches to Estimate Causal Mediated Effects in the Single-Mediator Model	6
State Space Models with Moderated Effects of Text Data	5
Examining the Feasibility of Weighting Opt-In Surveys to Accommodate the Effects of Nonresponse	5
Correcting for Differences in Measurement Unreliability in Meta-Analysis of Variances	5
Modeling Disengaged Survey Responding with Response Times as Predictors	5
Pay Attention to the Ignorable Missing Data Mechanisms! An Exploration of Their Impact on the Efficiency of Regression Coefficients	4
Modeling Intraindividual Variability as Predictors in Longitudinal Research	4
Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators	4
A Generalized Bootstrap Procedure of the Standard Error and Confidence Interval Estimation for Inverse Probability of Treatment Weighting	4
Problems of Domain Factors with Small Factor Loadings in Bi-Factor Models	4
A Causal View on Bias in Missing Data Imputation: The Impact of Evil Auxiliary Variables on Norming of Test Scores	4
An Analytical Comparison of Three Modeling Approaches for Longitudinal Mediation Analysis	4
Contributions to Constructing Forced-Choice Questionnaires Using the Thurstonian IRT Model	4
Idiographic Ising and Divide and Color Models: Encompassing Networks for Heterogeneous Binary Data	4
Incorporating Qualitative Distinctions in Within-Person Effect Analyses	4
Understanding the Consequences of Collinearity for Multilevel Models: The Importance of Disaggregation Across Levels	4
The Curious Case of the Cross-Sectional Correlation	4
On Subgrouping Continuous Processes in Discrete Time	4
Gradient Tree Boosting for Hierarchical Data	4
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	4
Correcting for Sampling Error in between-Cluster Effects: An Empirical Bayes Cluster-Mean Approach with Finite Population Corrections	3
Methods for Constructing Normalised Reference Scores: An Application for Assessing Child Development at 24 Months of Age	3
Affect Dynamics in Context: A Hierarchical Bayesian AR Model for a Lab-Based Paradigm	3
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data	3
Adjusting for Measurement Noninvariance with Alignment in Growth Modeling	3
Local Minima in Factor Rotations	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
Estimated Factor Scores Are Not True Factor Scores	3
A Mixture Response Time Process Model for Aberrant Behaviors and Item Nonresponses	3
Improving the Walktrap Algorithm Using K -Means Clustering	3
Mapping the Garden of Forking Paths in Multilevel Models	3
Using Mixture Factor Analysis to Counter Faking	3
betaDelta and betaSandwich: Confidence Intervals for Standardized Regression Coefficients in R	3
Parametric g-formula for Testing Time-Varying Causal Effects: What It Is, Why It Matters, and How to Implement It in Lavaan	3
Structural Parameter Standard Error Estimation Method in Diagnostic Classification Models: Estimation and Application	3
Jointly Modeling Participant-Level Data and Summary Statistics for Treatment Differences	3
Beyond Pearson’s Correlation: Modern Nonparametric Independence Tests for Psychological Research	2
Skewness and Staging: Does the Floor Effect Induce Bias in Multilevel AR(1) Models?	2
The Effects of Questionnaire Length on the Relative Impact of Response Styles in Ambulatory Assessment	2
Equivalence Testing Based Fit Index: Standardized Root Mean Squared Residual	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
Modeling Multidimensional Forced Choice Measures with the Zinnes and Griggs Pairwise Preference Item Response Theory Model	2
2022 List of Reviewers	2
Exploratory Bi-factor Analysis with Multiple General Factors	2
Multiple Imputation with Factor Scores: A Practical Approach for Handling Simultaneous Missingness Across Items in Longitudinal Designs	2
Cross-Lagged Panel Analysis with Ordinal Items	2
Path and Direction Discovery in Individual Dynamic Factor Models: A Regularized Hybrid Unified Structural Equation Modeling with Latent Variable	2
Explorations of Individual Change Processes and Their Determinants: A Novel Approach and Remaining Challenges	2
Subgrouping with Chain Graphical VAR Models	2
From Behavioral Genetics to Idiographic Science: Methodological Developments and Applications Inspired by the Work of Peter C. M. Molenaar	2
Balancing Missing Data, Items, and Assessment Frequency in Experience Sampling Methods Data	2
CLC Estimator: A Tool for Latent Construct Estimation via Congeneric Approaches in Survey Research	2
Daily Gender and Cognition: A Person-Specific Behavioral Network Analysis	2
Latent Reciprocal Engagement and Accuracy Variables in Social Relations Structural Equation Modeling	2
Non-Stationarity in Time-Series Analysis: Modeling Stochastic and Deterministic Trends	1
Binding the Person-Specific Approach to Modern AI in the Human Screenome Project: Moving past Generalizability to Transferability	1
Latently Mediating: A Bayesian Take on Causal Mediation Analysis with Structured Survey Data	1
Dynamic Poisson Factor Analysis: A Hierarchical Bayesian Approach with Intensive Text Data	1
A Confidence Interval for the Difference Between Standardized Regression Coefficients	1
Considering the ‘With Whom’: Differences Between Event- and Signal-Contingent ESM Data of Person-Specific Social Interactions	1
A Dynamic Structural Equation Approach to Modeling Wage Dynamics and Cumulative Advantage across the Lifespan	1
Variational Inference as Tractable Approximation for Bayesian Models of Psychological Change Processes	1
A Bayesian Approach for Using Planned Missingness to Address Measurement Reactivity	1
Intensive Longitudinal Adaptive Assessment: Item Selection and Stopping Rules in Highly Multidimensional Computerized Adaptive Tests	1
2024 List of Reviewers	1
Modeling Heterogeneity in Temporal Dynamics: Extending Latent State-Trait Autoregressive and Cross-lagged Panel Models to Mixture Distribution Models	1
Make Some Noise: Generating Data from Imperfect Factor Models	1
Clustering Individuals Based on Similarity in Idiographic Factor Loading Patterns	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
Using Monte Carlo Simulation to Forecast the Scientific Utility of Psychological App Studies: A Tutorial	1
Assessing and Addressing Zero Inflation in Intensive Longitudinal Data	1
Exploring Within-Person Variability in Qualitative Negative and Positive Emotional Granularity by Means of Latent Markov Factor Analysis	1
Evaluating Discrete Time Methods for Subgrouping Continuous Processes	1
2021 List of Reviewers	1
Determining Sample Size Requirements in EFA Solutions: A Simple Empirical Proposal	1
Multilevel Latent Class Analysis: State-of-the-Art Methodologies and Their Implementation in the `R` Package `multilevLCA`	1
Using Lasso and Adaptive Lasso to Identify DIF in Multidimensional 2PL Models	1
Relations between Networks, Regression, Partial Correlation, and the Latent Variable Model	1
Evidence That Growth Mixture Model Results Are Highly Sensitive to Scoring Decisions	1
Integrating Intra- and Interindividual Phenomena in Psychological Theories	1
Accounting for Heteroskedasticity Resulting from Between-Group Differences in Multilevel Models	1
Clustering Analysis of Time Series of Affect in Dyadic Interactions	1
Autoencoders for Amortized Joint Maximum Likelihood Estimation of Confirmatory Item Factor Models	1
Modeling Boundary Inflation in Advice Utilization	1
Bootstrap-Based Between-Study Heterogeneity Tests in Meta-Analysis	1
Using Instrumental Variables to Measure Causation over Time in Cross-Lagged Panel Models	1
Information Matrix Test for Item Response Models Using Stochastic Approximation	1