UWMUniversity of Wisconsin-Madison · Psychology
The Digital Recovery Lab
John J. Curtin · Madison, Wisconsin
Research Focus
Dr. John J. Curtin's research lab focuses on developing advanced digital therapeutics to support individuals with alcohol use disorder (AUD). By incorporating machine learning and personal sensing technology, the lab aims to enhance engagement with digital interventions, ultimately improving clinical outcomes for patients. The research strives to optimize how personalized feedback is delivered through smartphone applications to foster sustained use and better treatment effectiveness.
digital therapeuticsmachine learningalcohol use disorderengagementpersonal sensing
Research Aims
4AIM 01Develop machine learning models to predict relapse in alcohol use disorder.
AIM 02Optimize feedback mechanisms for digital therapeutics to enhance patient engagement.
AIM 03Evaluate the effectiveness of personalized risk-relevant messaging on clinical outcomes.
AIM 04Create a scalable model for embedding sensing technology in digital health interventions.
Skills the Lab Values
machine learningdigital health app developmentuser engagement strategiesclinical trial designbehavioral intervention assessment
Output against the department
Publications245top 24% of dept.71st of 296
this lab
most publishedleast published
Citations10ktop 27% of dept.81st of 296
this lab
most citedleast cited
Career totals from OpenAlex, compared against labs that share a department. A department spans everything from one paper to tens of thousands, so bar heights are on a log scale — otherwise the largest lab would flatten every other bar to a line.