2023 journal article

A Comparison of Mathematical and Statistical Modeling with Longitudinal Data: An Application to Ecological Momentary Assessment of Behavior Change in Individuals with Alcohol Use Disorder


By: S. Shao*, J. Canner*, R. Everett*, K. Bekele-Maxwell*, A. Kuerbis*, L. Stephenson n, J. Menda n, J. Morgenstern*, H. Banks n

author keywords: Ecological momentary assessment data; Generalized estimating equations; Generalized linear mixed models; Markov models; Generalized linear mixed-effects Markov models; Differential equations
MeSH headings : Humans; Ecological Momentary Assessment; Alcoholism; Mathematical Concepts; Models, Biological; Alcohol Drinking / psychology
UN Sustainable Development Goal Categories
2. Zero Hunger (OpenAlex)
Source: Web Of Science
Added: January 3, 2023

2017 journal article

Dynamic Modeling of Problem Drinkers Undergoing Behavioral Treatment


By: H. Banks n, K. Bekele-Maxwell n, R. Everett n, L. Stephenson n, S. Shao* & J. Morgenstern*

author keywords: Mathematical psychology; Inverse problems; Iterative weighted least squares; Behavior change; Personalized medicine
MeSH headings : Alcohol Drinking; Alcoholism / therapy; Decision Making; Humans; Models, Theoretical
TL;DR: This work uses dynamical systems modeling to help understand how selected intra-personal factors interact to form mechanisms of behavior change in problem drinkers and suggests that this is a promising direction in research in alcohol use disorders as well as other behavioral sciences. (via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being (Web of Science; OpenAlex)
Source: Web Of Science
Added: August 6, 2018

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