This project investigates digital health tools for Opioid Use Disorder (OUD) and Substance Use Disorder (SUD) individuals with a focus on app retention to enhance long-term outcomes for this vulnerable population. Using data mining techniques and large language models, the project explores app retention factors, evaluates existing retention strategies, and recommends enhanced retention approaches. The goal is to comprehensively grasp user retention dynamics to improve recovery outcomes and reduce relapse rates for individuals with OUD and SUD.

• This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on its website without editorial or peer review.

Creator

• Deer, Rylyn

Subject

• Well-Being
• Computing
• Community

Publisher

• Worcester Polytechnic Institute

Identifier

• 115437
• E-project-122023-124710

Advisor

• Tulu, Bengisu

Year

• 2023

UN Sustainable Development Goals

• Not Specified

Date created

• 2023-12-20

Resource type

• Major Qualifying Project

Major

• Management Information Systems

Source

• E-project-122023-124710

Rights statement

• In Copyright

Last modified

• 2024-02-07