OOIR: Observatory of International Research

Papers

(The TQCC of Multivariate Behavioral Research is 3. 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 2021-06-01 to 2025-06-01.)

Article	Citations
Conducting Bayesian-Classical Hybrid Power Analysis with R Package Hybridpower	53
HAVOK Extensions for Psychological Time Series Forecasting	41
A Hierarchical Map and Application to Traverse and Unify Analyses Subsumed by Canonical Correlation	35
Cluster Randomized Trials with a Pretest and Posttest: Equivalence of Three-, Two- and One-Level Analyses, and Sample Size Calculation	34
On the Selection of Item Scores or Composite Scores for Clinical Prediction	29
State Space Mixture Modeling: Finding People with Similar Patterns of Change	24
Killing Two Birds with One Stone: Accounting for Unfolding Item Response Process and Response Styles Using Unfolding Item Response Tree Models	22
Toward a Psychology of Individuals: The Ergodicity Information Index and a Bottom-up Approach for Finding Generalizations	22
Estimating Latent State-Trait Models for Experience-Sampling Data in R with the lsttheory Package: A Tutorial	22
Investigating the Normativity of Trait Estimates from Multidimensional Forced-Choice Data	20
Nodewise Parameter Aggregation for Psychometric Networks	17
Accounting for Measurement Invariance Violations in Careless Responding Detection in Intensive Longitudinal Data: Exploratory vs. Partially Constrained Latent Markov Factor Analysis	17
From Metaphor to Computation: Constructing the Potential Landscape for Multivariate Psychological Formal Models	16
Local Minima in Multidimensional Item Response Theory Models	16
Bayesian Mediation Analysis with Power Prior Distributions	16
Reorienting Latent Variable Modeling for Supervised Learning	16
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	14
The Forgotten Trade-off between Internal Consistency and Validity	12
How to Choose between Different Bayesian Posterior Indices for Hypothesis Testing in Practice	11
Unique Variable Analysis: A Network Psychometrics Method to Detect Local Dependence	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
Approaches to Item-Level Data with Cross-Classified Structure: An Illustration with Student Evaluation of Teaching	9

The Impact of Omitting Confounders in Latent Growth Curve Mediation Modeling: Analytical Examination and Methods for Sensitivity Analysis	9
Heterogeneity in Individual Network Analysis: Reality or Illusion?	9
Correcting Regression Coefficients for Collider Bias in Psychological Research	8
Extracting Nonlinear Dynamics from Psychological and Behavioral Time Series Through HAVOK Analysis	8
Finite Mixtures of Latent Trait Analyzers With Concomitant Variables for Bipartite Networks: An Analysis of COVID-19 Data	7
Examining the Feasibility of Weighting Opt-In Surveys to Accommodate the Effects of Nonresponse	6
Ideal Point or Dominance Process? Unfolding Tree Approaches to Likert Scale Data with Multi-Process Models	6
Modeling Disengaged Survey Responding with Response Times as Predictors	6
State Space Models with Moderated Effects of Text Data	6
Deep Neural Networks for Propensity Score Estimation	6
On Subgrouping Continuous Processes in Discrete Time	5
Correcting for Differences in Measurement Unreliability in Meta-Analysis of Variances	5
Alternative Approaches to Estimate Causal Mediated Effects in the Single-Mediator Model	5
A Mixed-Effects Model in Which the Parameters of the Autocorrelated Error Structure Can Differ between Individuals	5
A Causal View on Bias in Missing Data Imputation: The Impact of Evil Auxiliary Variables on Norming of Test Scores	5
Pay Attention to the Ignorable Missing Data Mechanisms! An Exploration of Their Impact on the Efficiency of Regression Coefficients	5
Structured Estimation of Heterogeneous Time Series	5
The Curious Case of the Cross-Sectional Correlation	4
An Analytical Comparison of Three Modeling Approaches for Longitudinal Mediation Analysis	4
An Investigation of Factored Regression Missing Data Methods for Multilevel Models with Cross-Level Interactions	4
Contributions to Constructing Forced-Choice Questionnaires Using the Thurstonian IRT Model	4
A Mixture Response Time Process Model for Aberrant Behaviors and Item Nonresponses	4
Modeling Intraindividual Variability as Predictors in Longitudinal Research	4
Understanding the Consequences of Collinearity for Multilevel Models: The Importance of Disaggregation Across Levels	4
Gradient Tree Boosting for Hierarchical Data	4
Parametric g-formula for Testing Time-Varying Causal Effects: What It Is, Why It Matters, and How to Implement It in Lavaan	4
Affect Dynamics in Context: A Hierarchical Bayesian AR Model for a Lab-Based Paradigm	4
Methods for Constructing Normalised Reference Scores: An Application for Assessing Child Development at 24 Months of Age	4
Multilevel Latent Differential Structural Equation Model with Short Time Series and Time-Varying Covariates: A Comparison of Frequentist and Bayesian Estimators	4
Incorporating Qualitative Distinctions in Within-Person Effect Analyses	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
MIIVefa: An R Package for a New Type of Exploratory Factor Anaylysis Using Model-Implied Instrumental Variables	4
Problems of Domain Factors with Small Factor Loadings in Bi-Factor Models	4
Using Conditional Entropy Networks of Ordinal Measures to Examine Changes in Self-Worth Among Adolescent Students in High School	3
Local Minima in Factor Rotations	3
Jointly Modeling Participant-Level Data and Summary Statistics for Treatment Differences	3
Mapping the Garden of Forking Paths in Multilevel Models	3
Using Mixture Factor Analysis to Counter Faking	3
A Time-Varying Dynamic Partial Credit Model to Analyze Polytomous and Multivariate Time Series Data	3
Improving the Walktrap Algorithm Using K -Means Clustering	3
Beyond Pearson’s Correlation: Modern Nonparametric Independence Tests for Psychological Research	3
Subgrouping with Chain Graphical VAR Models	3
betaDelta and betaSandwich: Confidence Intervals for Standardized Regression Coefficients in R	3
Estimated Factor Scores Are Not True Factor Scores	3
Adjusting for Measurement Noninvariance with Alignment in Growth Modeling	3
Correcting for Sampling Error in between-Cluster Effects: An Empirical Bayes Cluster-Mean Approach with Finite Population Corrections	3
Modeling Multidimensional Forced Choice Measures with the Zinnes and Griggs Pairwise Preference Item Response Theory Model	3
Structural Parameter Standard Error Estimation Method in Diagnostic Classification Models: Estimation and Application	3