Mind in Motion: mindfulness and movement after ACL reconstruction
A mobile intervention pairing mindfulness meditation with personalized, Oura Ring–driven activity goals to reduce injury-related fear and promote physical activity after ACL reconstruction. MAP Lab is building the custom app functionality.
MindTrails-Movement: reducing anxiety in movement disorders
A tailored, app-based cognitive bias modification intervention to reduce anxiety in people with Huntington's and Parkinson's disease. MAP Lab is developing the app and supporting its rollout into a pilot clinical trial.
Lumilink: co-designing offline social engagement for adolescents
A capstone-led digital intervention that promotes face-to-face social engagement among adolescents through a “friendship garden” metaphor, where peer connections grow through shared in-person activities. Co-designed with a Youth Advisory Board.
DecisionKEYS: a shared decision-making aid
A UVA decision aid for breast cancer surgery (lumpectomy vs. mastectomy, plus reconstruction) that structures shared decision-making through evidence-based comparisons and a values-clarification exercise.
Medication Adherence: connected support with Wisepill RT3000 and Fitbit
A mobile health study combining smart pill-bottle tracking (Wisepill RT3000), activity data from Fitbit, and in-app education and support to help patients follow chronic medication regimens.
EQUAL: digitizing anaesthesia records
A platform that uses computer vision to turn handwritten and printed anaesthesia paper records into structured, searchable perioperative data — supporting documentation, archiving, and data-driven decisions for anaesthesia teams.
The kinds of work we support
Until the project list is finalized, here is the shape of work we've historically supported as the MAP Lab:
- Smartphone-based studies — iOS and Android apps for data collection, content delivery, and behavior change interventions.
- Multi-device data collection — combining signals from smartwatches, fitness bands, smart rings, and self-report into a single research stream.
- Hosted app deployments — research-grade apps released without app-store delays, using our shared infrastructure.
- Secure cloud storage — IRB-aligned data pipelines that keep ownership with the PI.
If you would like a reference for a similar study before yours, get in touch and we can point you to comparable past engagements (with PI permission).
Have a study idea?
Bring your research question. We'll help scope a project that fits.