SMART-r: Substance Monitoring and Active Relapse Tracking Repository
National Institute on Drug Abuse (NIDA)
Summary
Background: About 1.5 million adults in the US enter alcohol or substance use treatment programs each year. Unfortunately, more than half of patients do not finish their program. For those who start treatment, about 70% return to substance use within weeks or months after starting treatment. To discover why patients drop out of treatment and return to substance use - and what can be done about it - researchers need to learn more about people who use drugs and alcohol. Objective: To create a data repository by gathering survey and smartphone data from adults who use drugs and alcohol in order to conduct future research. Eligibility: Adults who have used drugs or alcohol in the past and have a Android smartphone. The researchers will recruit targeted demographics at different times throughout the duration of the study period. Design: Data will be collected for up to 6 months. All research activities will be online. Participants will download a smartphone app called TTRU-Curtis AWARE and keep it active on their phone. The app will run in the background and collect participant data, including: screen unlocks, duration of time the screen is on; apps used; words typed (except passwords); duration and time of phone calls; estimated location (exact location is not collected); and movement, such as how many steps are taken in a day. All personally identifying information is automatically removed before the data is stored (including phone numbers, names, or locations described in messages). Each day, participants will receive a text with a link to a survey. They will answer questions about their mood, behavior, and substance use from the day before. This survey should take less than 5 minutes to complete. Every 30 days, participants will complete a longer survey. They will answer questions about their personal relationships, risky behaviors, mood, substance use, and feelings. They can skip any questions they do not feel comfortable answering. These surveys should take about 30 minutes to complete. Participants may opt to allow researchers to access their social media posts.
Description
Description: This project aims to establish a comprehensive data repository for conducting secondary research, including the analysis of digital phenotype data from individuals who have historically used drugs, including alcohol. Our hypothesis is that digital phenotyping can reveal unique behavioral patterns and risk factors associated with substance use. By collecting data such as smartphone app usage, social media interactions, phone sensor measurements, historical conversational AI data, and wearable device metrics, the TTRU research lab will be able to conduct secondary analyses and unco…
Eligibility
- Age range
- 18–120 years
- Sex
- All
- Healthy volunteers
- No
* INCLUSION CRITERIA: In order to be eligible to participate in the repository, an individual must meet all of the following criteria: * Must understand and be willing to complete an online informed consent process. * Be an adult aged 18 or older. * Self-report alcohol or other drug use within the past 30 days. * Have a smartphone as their primary mobile phone. * Be willing to adhere to the procedures, such as downloading the AWARE app onto their smartphone and keeping it active throughout the data collection period, completing baseline questionnaires, daily diary EMAs, uploading historical…
Location
- National Institute on Drug AbuseBaltimore, Maryland