Gyeongcheol Cho

About

Dr. Gyeongcheol Cho is an Assistant Professor in the Department of Psychology at The Ohio State University. He earned his B.A. in Economics with a minor in Mathematics from Korea University in South Korea in 2017 and obtained his Ph.D. in Quantitative Psychology and Modeling from McGill University in Canada in 2023. His research focuses on advancing quantitative methods to explore and confirm hypothetical relationships between behavioral, psychological, and biological variables, with an emphasis on the measurement of theoretical constructs. Technically, his work encompasses factor/component analyses, structural equation modeling, and the integration of these methods with deep learning artificial neural networks. He has authored 20 publications in academic journals and developed user-friendly software, GSCA Pro (www.gscapro.com) and SFA Prime (www.sfaprime.com), to facilitate advanced statistical analysis.

Work

The Ohio State University
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Assistant Professor

US

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The Ohio State University
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Instructor

US

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McGill University
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Teaching Assistant

Canada

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Education

McGill University
Canada

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Ph.D.

Korea University
Korea (Republic of)

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B.A. in Economics (with a minor in Mathematics)

Publications

Regularized Structural Equation Modeling with Both Factors and Components

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Structural Equation Modeling: A Multidisciplinary Journal

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Comparison of Component-Based Structural Equation Modeling Methods in Testing Component Interaction Effects

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Structural Equation Modeling: A Multidisciplinary Journal

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Correction to: Generalized Structured Component Analysis Accommodating Convex Components: A Knowledge-Based Multivariate Method with Interpretable Composite Indexes

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Psychometrika

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Same model, same data, but different outcomes: Evaluating the impact of method choices in structural equation modeling

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Journal of Product Innovation Management

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GSCA Pro—Free Stand-Alone Software for Structural Equation Modeling

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Structural Equation Modeling: A Multidisciplinary Journal

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Gene–environment pathways to cognitive intelligence and psychotic-like experiences in children

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eLife

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Deep Learning Generalized Structured Component Analysis: An Interpretable Artificial Neural Network Model with Composite Indexes

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Structural Equation Modeling: A Multidisciplinary Journal

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Generalized Structured Component Analysis Accommodating Convex Components: A Knowledge-Based Multivariate Method with Interpretable Composite Indexes

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Psychometrika

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Structured Factor Analysis: A Data Matrix-Based Alternative Approach to Structural Equation Modeling

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Structural Equation Modeling: A Multidisciplinary Journal

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A primer on integrated generalized structured component analysis

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European Business Review

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A comparative study of the predictive power of component-based approaches to structural equation modeling

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European Journal of Marketing

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A Prediction-Oriented Specification Search Algorithm for Generalized Structured Component Analysis

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Structural Equation Modeling: A Multidisciplinary Journal

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A Prediction-Oriented Specification Search Algorithm for Generalized Structured Component Analysis

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Structural Equation Modeling

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A comparative evaluation of factor‐ and component‐based structural equation modelling approaches under (in)correct construct representations

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British Journal of Mathematical and Statistical Psychology

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A comparative evaluation of factor- and component-based structural equation modelling approaches under (in)correct construct representations

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British Journal of Mathematical and Statistical Psychology

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Integrated Generalized Structured Component Analysis: On the Use of Model Fit Criteria in International Management Research

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Management International Review

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Examining the sensory impressions, value perception, and behavioral responses of tourists: the case of floating markets in Thailand

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Journal of Travel & Tourism Marketing

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Examining the sensory impressions, value perception, and behavioral responses of tourists: the case of floating markets in Thailand

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Journal of Travel & Tourism Marketing

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An approach to structural equation modeling with both factors and components: Integrated generalized structured component analysis.

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Psychological Methods

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An Approach to Structural Equation Modeling With Both Factors and Components: Integrated Generalized Structured Component Analysis

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Psychological Methods

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A knowledge-based multivariate statistical method for examining gene-brain-behavioral/cognitive relationships: Imaging genetics generalized structured component analysis

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PLOS ONE

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A knowledge-based multivariate statistical method for examining gene-brain-behavioral/cognitive relationships: Imaging genetics generalized structured component analysis

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Plos One

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Cutoff criteria for overall model fit indexes in generalized structured component analysis

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Journal of Marketing Analytics

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Cutoff criteria for overall model fit indexes in generalized structured component analysis

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Journal of Marketing Analytics

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Global Least Squares Path Modeling: A Full-Information Alternative to Partial Least Squares Path Modeling

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Psychometrika

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Global Least Squares Path Modeling: A Full-Information Alternative to Partial Least Squares Path Modeling

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Psychometrika

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Investigating the Unintended Consequences of the High School Equalization Policy on the Housing Market

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Sustainability

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Investigating the Unintended Consequences of the High School Equalization Policy on the Housing Market

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Sustainability

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Investigating the Unintended Consequences of the High School Equalization Policy on the Housing Market

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Sustainability

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An empirical comparison of generalized structured component analysis and partial least squares path modeling under variance-based structural equation models

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Behaviormetrika

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Comparison of Bootstrap Confidence Interval Methods for GSCA Using a Monte Carlo Simulation

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Frontiers in Psychology

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Out-of-bag Prediction Error: A Cross Validation Index for Generalized Structured Component Analysis

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Multivariate Behavioral Research

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Review of Machine Learning Algorithms for Diagnosing Mental Illness

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Psychiatry Investigation

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Screening Tool for Anxiety Disorders: Development and Validation of the Korean Anxiety Screening Assessment

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Psychiatry Investigation

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A Study on the Interrelationship among Interest Rate, Housing Consumer Sentiment and Housing Market Using SVAR Model

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The Korea Spatial Planning Review

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SVAR모형을 이용한 대출금리, 주택소비심리 주택시장 간의 파급효과 분석

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국토연구

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