LEMURS

Lived Experiences Measured Using Rings Study

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At the start of Fall 2022, the Lived Experiences Measured Using Rings Study (LEMURS) recruited a cohort of more than 600 first-year students at the University of Vermont to take part in a longitudinal experiment incentivizing healthy behaviors. During the Fall of 2022, we assessed changes in students’ sleep, stress, mental health, and other outcomes through a series of weekly surveys. We also monitored heart-rate (HR), sleep, and activity continuously in this cohort using Oura rings. In Spring 2023, we randomized students into four groups of 150: (a) Exercise, (b) Nature Experiences, (c) Group Therapy, and (d) Self-Monitoring. Students were engaged in these wellness interventions and completed weekly surveys via a bespoke mobile application platform developed in Fall 2022.

Using over 10 million heart-rate and activity measurements over a 6-month period, we’ve begun to identify intriguing patterns in the survey and Oura ring data that advance our understanding of relationships between well-being, health, cardiac activity, and sleep. College students are at high-risk for mental-health related challenges—determining which objective markers from a popular consumer wearable are associated with stress and anxiety provides opportunities to identify specifically who is at risk, and intervene at scale in real time.

Please contact lemurs.study@uvm.edu if you have questions.

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Mental Health Resources

Student Services
University Counseling & Psychiatric Services (Burlington) (802) 656-3340
UVM Behavior Therapy and Psychotherapy Center (Burlington) (802) 656-2661

Community Services
Outpatient Psychiatry at UVM Medical Center - Seneca Center (802) 847-3333
Psychological Services at UVM Medical Center - Main Campus (802) 847-3634
Eden Valley (Burlington) (802) 304-8307
Psychological Services at UVM Medical Center - Main Campus (802) 847-3634
Howard Center for Human Services (Burlington) (802) 488-6000
Crossroads (Essex) (802) 662-4332
Otter Creek Associates (Burlington) (802) 865-3450
Networks Inc: Psychotherapy & Consultation (Burlington) (802) 863-2495
Mansfield Psychotherapy Associates (Burlington) (802) 863-9079
Northwestern Counseling & Support Services (NCSS) (St Albans) (802) 524-6554
Cedar Brook Associates (Williston) (802) 879-5333
Ginger MacDonald (Winooski) (802) 281-4248
Elena Ramirez (Burlington) (802) 651-8999, ext. 2
Janice Murakami (Burlington) (802) 863-6114
Rebecca J. Porter (Burlington) (802) 847-3333

Veteran Services
Burlington Lakeside VA Clinic (Burlington) (802) 657-7000
South Burlington Vet Center (Burlington) 802-862-1806

Publications

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Longitudinal profiles of heart rate variability in first-year college students using wearables | 2024 IEEE 20th International Conference on Body Sensor Networks (BSN)

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Nightly heart rate variability as a biomarker of mental health changes in college students | 2024 IEEE 20th International Conference on Body Sensor Networks (BSN)

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Meeting people where they are: Crowdsourcing goal-specific personalized wellness practices | PLOS Digital Health

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A large clinical trial to improve well-being during the transition to college using wearables: The lived experiences measured using rings study | Contemporary Clinical Trials

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The two fundamental shapes of sleep heart rate dynamics and their connection to mental health in college students | Digital Biomarkers

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Predicting stress in first-year college students using sleep data from wearable devices | PLOS Digital Health

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Events and behaviors associated with symptoms of generalized anxiety disorder in first-year college students | PsyArXiv



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