Psychological Methods

Article	Citations
Supplemental Material for Uses of Uncertain Statistical Power: Designing Future Studies, Not Evaluating Completed Studies	436
Improving the probability of reaching correct conclusions about congruence hypotheses: Integrating statistical equivalence testing into response surface analysis.	255
Erroneous generalization—Exploring random error variance in reliability generalizations of psychological measurements.	195
Supplemental Material for Impact of Temporal Order Selection on Clustering Intensive Longitudinal Data Based on Vector Autoregressive Models	176
Supplemental Material for The Dire Disregard of Measurement Invariance Testing in Psychological Science	173
Supplemental Material for Using Bayesian Item Response Theory for Multicohort Repeated Measure Design to Estimate Individual Latent Change Scores	167
Supplemental Material for A Sensitivity Analysis for Temporal Bias in Cross-Sectional Mediation	149
Supplemental Material for Does Every Study? Implementing Ordinal Constraint in Meta-Analysis	126
Supplemental Material for Methods for Estimating the Sampling Variance of the Standardized Mean Difference	115
Supplemental Material for Situational Optimization Function Analysis: An Ideal Performance Analysis Inspired on Lewin’s Equation	98
Supplemental Material for A Multidimensional Zero-Inflated Graded Response Model for Ordinal Symptom Data	86
Supplemental Material for Interrater Reliability for Multilevel Data: A Generalizability Theory Approach	85
Supplemental Material for Investigating the Feasibility of Idiographic Network Models	76
Supplemental Material for Local Minima and Factor Rotations in Exploratory Factor Analysis	76
Supplemental Material for Relating Violations of Measurement Invariance to Group Differences in Response Times	67
Supplemental Material for Aberrant Distortion of Variance Components in Multilevel Models Under Conflation of Level-Specific Effects	57
Supplemental Material for Why the Use of Segmented Regression Analysis to Explore Change in Relations Between Variables Is Problematic: A Simulation Study	56
Supplemental Material for How Do Unobserved Confounding Mediators and Measurement Error Impact Estimated Mediation Effects and Corresponding Statistical Inferences? Introducing the R Package ConMed fo	49
Supplemental Material for Estimating Time-Varying Treatment Effects in Longitudinal Studies	46
Supplemental Material for Causal Mediation Effects in Single Case Experimental Designs	46
Supplemental Material for Improving Content Validity Evaluation of Assessment Instruments Through Formal Content Validity Analysis	45
Supplemental Material for Using Social Network Analysis in Applied Psychological Research: A Tutorial	45
Supplemental Material for Random Item Slope Regression: An Alternative Measurement Model That Accounts for Both Similarities and Differences in Association With Individual Items	43
A simple recommendation for the analysis of matching data.	42
Supplemental Material for Can Cross-Lagged Panel Modeling Be Relied on to Establish Cross-Lagged Effects? The Case of Contemporaneous and Reciprocal Effects	41

Supplemental Material for Detecting Mediation Effects With the Bayes Factor: Performance Evaluation and Tools for Sample Size Determination	40
Evaluating statistical fit of confirmatory bifactor models: Updated recommendations and a review of current practice.	39
The relationship between the phi coefficient and the unidimensionality index H: Improving psychological scaling from the ground up.	38
Supplemental Material for Cross-Level Covariance Approach to the Disaggregation of Between-Person Effect and Within-Person Effect	36
Relative importance analysis in multiple mediator models.	36
Supplemental Material for Dynamic Factor Analysis With Multivariate Time Series of Multiple Individuals: An Error-Corrected Estimation Method	35
Supplemental Material for Subgroup Discovery in Structural Equation Models	34
Supplemental Material for Spurious Inference in Consensus Emergence Modeling Due to the Distinguishability Problem	33
The microrandomized trial for developing digital interventions: Experimental design and data analysis considerations.	32
Estimating knots and their association in parallel bilinear spline growth curve models in the framework of individual measurement occasions.	29
To detrend, or not to detrend, that is the question? The effects of detrending on cross-lagged effects in panel models.	28
Equivalence testing to judge model fit: A Monte Carlo simulation.	27
Meta-analyzing the multiverse: A peek under the hood of selective reporting.	27
True and error analysis instead of test of correlated proportions: Can we save lexicographic semiorder models with error theory?	26
Clustering methods: To optimize or to not optimize?	25
Pooling methods for likelihood ratio tests in multiply imputed data sets.	25
Estimating time-varying treatment effects in longitudinal studies.	25
Thinking clearly about time-invariant confounders in cross-lagged panel models: A guide for choosing a statistical model from a causal inference perspective.	24
Bayesian regularization in multiple-indicators multiple-causes models.	22
Bayesian approaches to designing replication studies.	22
Solving variables with Monte Carlo simulation experiments: A stochastic root-solving approach.	22
Multiple imputation of missing data in large studies with many variables: A fully conditional specification approach using partial least squares.	22
Comparison of noncentral t and distribution-free methods when using sequential procedures to control the width of a confidence interval for a standardized mean difference.	21
Prior sensitivity of null hypothesis Bayesian testing.	21
New measures of effect size in moderation analysis.	21
The reproducibility of statistical results in psychological research: An investigation using unpublished raw data.	20
A tutorial on Bollen and Brand’s approach to modeling dynamics while attending to dynamic panel bias.	20
Situational optimization function analysis: An ideal performance analysis inspired on Lewin’s equation.	20
Flexplot: Graphically-based data analysis.	20
Bayesian continuous-time hidden Markov models with covariate selection for intensive longitudinal data with measurement error.	20
Evaluating predictors’ relative importance using Bayes factors in regression models.	20
The influence of autoregressive relation strength and search strategy on directionality recovery in group iterative multiple model estimation.	19
The search for causality: A comparison of different techniques for causal inference graphs.	18
Causal effect analysis in nonrandomized data with latent variables and categorical indicators: The implementation and benefits of EffectLiteR.	18
Situation strength as a basis for interactions in psychological models.	17
Subgroup discovery in structural equation models.	17
Evaluation of inequality constrained hypotheses using a generalization of the AIC.	17
Multidimensional nonadditivity in one-facet g-theory designs: A profile analytic approach.	17
A primer on synthesizing individual participant data obtained from complex sampling surveys: A two-stage IPD meta-analysis approach.	16
Is replication possible without fidelity?	16
Comparing methods for assessing a difference in correlations with dependent groups, measurement error, nonnormality, and incomplete data.	16
Does every study? Implementing ordinal constraint in meta-analysis.	16
Tangle: A metric for quantifying complexity and erratic behavior in short time series.	16
Waldian t tests: Sequential Bayesian t tests with controlled error probabilities.	16
The accuracy of reliability coefficients: A reanalysis of existing simulations.	15
A comparison of random forest-based missing imputation methods for covariates in propensity score analysis.	15
Regression discontinuity designs in a latent variable framework.	15
Bayesian evidence synthesis for informative hypotheses: An introduction.	15
Multivariate analysis of covariance for heterogeneous and incomplete data.	15
A default Bayes factor for testing null hypotheses about the fixed effects of linear two-level models.	15

Correcting for collider effects and sample selection bias in psychological research.	15
Supplemental Material for Bayes Factors for Logistic (Mixed-Effect) Models	14
Supplemental Material for Evaluating Classification Performance: Receiver Operating Characteristic and Expected Utility	14
Supplemental Material for Comparing Theories With the Ising Model of Explanatory Coherence	14
Local minima and factor rotations in exploratory factor analysis.	14
Supplemental Material for Extending the Actor-Partner Interdependence Model to Accommodate Multivariate Dyadic Data Using Latent Variables	14
Supplemental Material for Sample Size Planning for Replication Studies: The Devil Is in the Design	14
Supplemental Material for Causal Inference for Treatment Effects in Partially Nested Designs	14
Harnessing the power of excess statistical significance: Weighted and iterative least squares.	13
Spatial analysis for psychologists: How to use individual-level data for research at the geographically aggregated level.	13
How survey scoring decisions can influence your study’s results: A trip through the IRT looking glass.	13
Missing data: An update on the state of the art.	13
The sum of all fears: Comparing networks based on symptom sum-scores.	13
Correcting for the multiplicative and additive effects of measurement unreliability in meta-analysis of correlations.	12
Using Bayesian item response theory for multicohort repeated measure design to estimate individual latent change scores.	12
Know your population and know your model: Using model-based regression and poststratification to generalize findings beyond the observed sample.	12
A systematic review of and reflection on the applications of factor mixture modeling.	12
Sample size planning for replication studies: The devil is in the design.	12
Anticipating critical transitions in psychological systems using early warning signals: Theoretical and practical considerations.	12
Troubleshooting Bayesian cognitive models.	11
Dynamic fit index cutoffs for confirmatory factor analysis models.	11
Spectral and cross-spectral analysis—A tutorial for psychologists and social scientists.	11
How do unobserved confounding mediators and measurement error impact estimated mediation effects and corresponding statistical inferences? Introducing the R package ConMed for sensitivity analysis.	11
Correcting bias in the meta-analysis of correlations.	11
Multilevel meta-analysis of single-case experimental designs using robust variance estimation.	11
Using copulas to enable causal inference from nonexperimental data: Tutorial and simulation studies.	11
Coefficients of determination measured on the same scale as the outcome: Alternatives to R² that use standard deviations instead of explained variance.	10
Supplemental Material for Reconsideration of the Type I Error Rate for Psychological Science in the Era of Replication	10
A primer on sampling rates of ambulatory assessments.	10
Methods for estimating the sampling variance of the standardized mean difference.	10
Supplemental Material for Meta-Analysis of Correlation Coefficients: A Cautionary Tale on Treating Measurement Error	10
Effect size guidelines for cross-lagged effects.	10
Is exploratory factor analysis always to be preferred? A systematic comparison of factor analytic techniques throughout the confirmatory–exploratory continuum.	10
Supplemental Material for To Detrend, or Not to Detrend, That Is the Question? The Effects of Detrending on Cross-Lagged Effects in Panel Models	9
Supplemental Material for Two-Stage Path Analysis With Definition Variables: An Alternative Framework to Account for Measurement Error	9
Supplemental Material for Extending Mixture of Experts Model to Investigate Heterogeneity of Trajectories: When, Where, and How to Add Which Covariates	9
Supplemental Material for Comparing Revised Latent State–Trait Models Including Autoregressive Effects	9
Supplemental Material for The Text-Package: An R-Package for Analyzing and Visualizing Human Language Using Natural Language Processing and Transformers	9
Supplemental Material for Curbing Curbstoning: Distributional Methods to Detect Survey Data Fabrication by Third-Parties	9
Supplemental Material for Assessing an Alternative for “Negative Variance Components”: A Gentle Introduction to Bayesian Covariance Structure Modeling for Negative Associations Among Patients With Per	9
Acknowledgment of Ad Hoc Reviewers	9
Supplemental Material for Factor Analyzing Ordinal Items Requires Substantive Knowledge of Response Marginals	9
Supplemental Material for A General Monte Carlo Method for Sample Size Analysis in the Context of Network Models	9
Supplemental Material for The Influence of Autoregressive Relation Strength and Search Strategy on Directionality Recovery in Group Iterative Multiple Model Estimation	9
Supplemental Material for Disentangling Indirect Effects Through Multiple Mediators Without Assuming Any Causal Structure Among the Mediators	9
Supplemental Material for Improved Confidence Intervals for Differences Between Standardized Effect Sizes	9
Acknowledgment of Ad Hoc Reviewers	9
Supplemental Material for Robust Bayesian Meta-Analysis: Addressing Publication Bias With Model-Averaging	9
Simulation studies for methodological research in psychology: A standardized template for planning, preregistration, and reporting.	8
Supplemental Material for Latent Growth Factors as Predictors of Distal Outcomes	8
Supplemental Material for Using Copulas to Enable Causal Inference From Nonexperimental Data: Tutorial and Simulation Studies	8
Supplemental Material for A Factored Regression Model for Composite Scores With Item-Level Missing Data	8
Supplemental Material for How Should We Model the Effect of “Change”—Or Should We?	8
Experiments in daily life: When causal within-person effects do (not) translate into between-person differences.	8
Supplemental Material for Equivalence Testing for Linear Regression	8
Supplemental Material for Summed Versus Estimated Factor Scores: Considering Uncertainties When Using Observed Scores	8
Supplemental Material for Percentage of Variance Accounted for in Structural Equation Models: The Rediscovery of the Goodness of Fit Index	8
Supplemental Material for Beta-Binomial Meta-Analysis of Individual Differences Based on Sample Means and Standard Deviations: Studying Reliability of Sum Scores of Binary Items	8
Supplemental Material for Modeling Careless Responding in Ambulatory Assessment Studies Using Multilevel Latent Class Analysis: Factors Influencing Careless Responding	8
Supplemental Material for A Practical Guide to Selecting and Blending Approaches for Clustered Data: Clustered Errors, Multilevel Models, and Fixed-Effect Models	8
Demystifying omega squared: Practical guidance for effect size in common analysis of variance designs.	7
Extending mixture of experts model to investigate heterogeneity of trajectories: When, where, and how to add which covariates.	7
How many factors to retain in exploratory factor analysis? A critical overview of factor retention methods.	7
Supplemental Material for Bayesian Inference for Evidence Accumulation Models With Regressors	7
Bayesian nonparametric latent class analysis with different item types.	7
A bifactor approach to subscore assessment.	7
Supplemental Material for Are Factor Scores Measurement Invariant?	7
Improving inferential analyses predata and postdata.	7
Supplemental Material for Coefficients of Determination Measured on the Same Scale as the Outcome: Alternatives to R2 That Use Standard Deviations Instead of Explained Variance	7
Supplemental Material for Correcting Bias in the Meta-Analysis of Correlations	7
Supplemental Material for Reliability and Omega Hierarchical in Multidimensional Data: A Comparison of Various Estimators	7
Is a less wrong model always more useful? Methodological considerations for using ant colony optimization in measure development.	6
Definition and identification of causal ratio effects.	6
Cubic response surface analysis: Investigating asymmetric and level-dependent congruence effects with third-order polynomial models.	6
Detecting mean changes in experience sampling data in real time: A comparison of univariate and multivariate statistical process control methods.	6
Addressing heterogeneous populations in latent variable settings through robust estimation.	6
Supplemental Material for Experiments in Daily Life: When Causal Within-Person Effects Do (Not) Translate Into Between-Person Differences	6
Robust Bayesian meta-analysis: Addressing publication bias with model-averaging.	6
Sample size calculation and optimal design for regression-based norming of tests and questionnaires.	6
Misbegotten methodologies and forgotten lessons from Tom Swift’s electric factor analysis machine: A demonstration with competing structural models of p	6

On the efficiency of the independent segments procedure: A direct comparison with sequential probability ratio tests.	6
Supplemental Material for Bayesian (Non)Linear Random Effects Mediation Models: Evaluating the Impact of Omitting Confounders	6
Acknowledgment of Ad Hoc Reviewers	6
An overview of alternative formats to the Likert format: A comment on Wilson et al. (2022).	6
A regularization method for linking brain and behavior.	6
Practical challenges and methodological flexibility in prior elicitation.	6
Bayesian estimation and model selection in group-based trajectory models.	6