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Updated: Jun 15, 2025

The Motivation for Alcohol Reward: Predictors of Progressive-Ratio Intravenous Alcohol Self-Administration in Humans
Published on: April 28, 2022
Self-reported alcohol consumption during participation in a text messaging-based online drinking moderation platform
Nehal P Vadhan1,2,3,4, Hayley Treloar Padovano5,6, Frederick J Muench1,2,7
1Northwell, New Hyde Park, New York, USA.
Many people want to reduce alcohol intake without formal treatment. A web app using tailored text messages helped users decrease weekly drinks by 33% over 12 weeks.
Area of Science:
- Behavioral Science
- Digital Health
- Substance Use Research
Background:
- Many individuals with excessive alcohol consumption seek moderation but avoid formal treatment.
- Technology-assisted interventions offer accessible, flexible options for alcohol moderation.
- Empirical validation of commercially available, technology-assisted tools is often lacking.
Purpose of the Study:
- To evaluate the effectiveness of a technology-assisted web application for alcohol moderation.
- To assess changes in drinking patterns among individuals using a tailored text messaging program.
- To determine factors associated with greater benefit from the intervention.
Main Methods:
- A large dataset (n=46,411) of adults (age 21+) using the Sunnyside® web application was analyzed.
- Participants self-selected to use the app for alcohol moderation, setting goals and tracking drinks.
- Adaptive, personalized text messages and peer coach support were provided over 12 weeks.
- Generalized mixed-effect growth models analyzed changes in weekly and daily alcohol consumption.
Main Results:
- A 33% overall reduction in weekly alcohol consumption was observed over 12 weeks.
- The most significant decrease in drinking occurred in the initial weeks of use.
- Individuals with more severe alcohol use patterns and higher baseline concern showed greater relative benefit.
Conclusions:
- Daily drink tracking via the Sunnyside® web program facilitated changes in drinking patterns over 12 weeks.
- Findings support the use of adaptive, technology-assisted tools for alcohol moderation.
- This naturalistic study complements randomized clinical trial data, highlighting the utility of digital health interventions.
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