Projects per year
Personal profile
URL
Dr. Eun-Young Mun at the School of Public Health at HSC. (unthsc.edu)
Project INTEGRATE at the School of Public Health (unthsc.edu)
Research Interests
Brief Alcohol Interventions, Randomized Controlled Trials, Integrative Data Analysis, Meta-analysis, Young Adults
Area of Expertise
I am interested in the identification of developmental processes through which one’s risk for alcohol problems is maintained, intensified, or ameliorated throughout the life span using longitudinal, experimental, and intervention data. In recent years, I have focused on utilizing innovative methodological approaches (e.g., item response theory analysis, multivariate meta-analysis) to alcohol intervention trials to preserve and extend their shelf life and help guide health decisions.
My current R01 project involves collaboration with a large team of independent trial developers and evaluators to systematically review and analyze all available data–study-level aggregate data and item-level participant data. This line of investigation is aimed at providing authoritative answers to questions that are best addressed by large-scale data.
Techniques
Study Design & Evaluation, Generalized Latent Variable Modeling or Generalized Linear Mixed Effects Model, Data Integration & Synthesis, Data Science
Education/Academic qualification
PhD in Developmental Psychology, Michigan State University
BA in Psychology, Yonsei University
MA in Developmental Psycholgy, Yonsei University
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Preparing the Next Generation
Mun, E.-Y. (PI)
NIDA: National Institute on Drug Abuse
30/09/24 → 31/07/29
Project: Research
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Optimizing Brief Alcohol Inter
Mun, E.-Y. (PI)
NIAAA: Alcohol Abuse and Alcoholism
1/06/21 → 31/05/26
Project: Research
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Optimizing Brief Alcohol Interventions for Young Adults via Computational Methods
MUN, E.-Y. (CoPI) & Mun, E.-Y. (PI)
National Institute on Alcohol Abuse and Alcoholism
1/06/21 → 31/05/24
Project: Research
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Ecological Momentary Assessment of Alcohol Consumption and Its Concordance with Transdermal Alcohol Detection and Timeline Follow-Back Self-report Among Adults Experiencing Homelessness
Mun, E. Y., Li, X., Businelle, M. S., Hébert, E. T., Tan, Z., Barnett, N. P. & Walters, S. T., Apr 2021, In: Alcoholism: Clinical and Experimental Research. 45, 4, p. 864-876 13 p.Research output: Contribution to journal › Article › peer-review
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Brief motivational interventions for college student drinking may not be as powerful as we think: An individual participant-level data meta-analysis
Huh, D., Mun, E. Y., Larimer, M. E., White, H. R., Ray, A. E., Rhew, I. C., Kim, S. Y., Jiao, Y. & Atkins, D. C., 1 May 2015, In: Alcoholism: Clinical and Experimental Research. 39, 5, p. 919-931 13 p.Research output: Contribution to journal › Article › peer-review
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Development and preliminary effectiveness of a smartphone-based, just-in-time adaptive intervention for adults with alcohol misuse who are experiencing homelessness
Walters, S. T., Mun, E. Y., Tan, Z., Luningham, J. M., Hébert, E. T., Oliver, J. A. & Businelle, M. S., Sep 2022, In: Alcoholism: Clinical and Experimental Research. 46, 9, p. 1732-1741 10 p.Research output: Contribution to journal › Article › peer-review
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Rater Agreement – Weighted Kappa
Mun, E. Y., 1 Jan 2006, Encyclopedia of Statistics in Behavioral Science: Everitt Behavioral. wiley, p. 1-3 3 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Using machine learning to identify predictors of imminent drinking and create tailored messages for at-risk drinkers experiencing homelessness
Walters, S. T., Businelle, M. S., Suchting, R., Li, X., Hébert, E. T. & Mun, E. Y., Aug 2021, In: Journal of Substance Abuse Treatment. 127, 108417.Research output: Contribution to journal › Article › peer-review