Collaboration between Garmin and Leiden University Hopes to Predict Depression for Future Prevention

September 4, 2023

What if it had been potential to foretell and warn of melancholy like we forecast extreme climate? Thunderstorms should not predicted by will increase in thunderstorms, which is how we presently predict melancholy — by monitoring signs over time. However as an alternative, meteorologists monitor options and environmental fluctuations, pointing to imminent adjustments to tell the general public to allow them to put together for the approaching storm. Equally, researchers at Leiden College are monitoring multimodal information of contributors to assist establish early warning indicators of depressive episodes with the objective to facilitate early, personalised prevention.

Predicting and Stopping Melancholy

Melancholy is a typical and debilitating affliction. Provided that solely 50% of sufferers enhance underneath preliminary therapy1,2, specialists agree that prevention is the simplest method to change melancholy’s international illness burden. The WARN-D research, a 5-year analysis challenge led by Affiliate Professor Dr. Eiko Fried at Leiden College, is utilizing the Garmin vívosmart® 4 health tracker to watch 2,000 college students within the Netherlands for warning indicators of melancholy, which may result in prevention sooner or later.

Learning is usually a hectic time, and a few college students expertise psychological well being issues resembling melancholy throughout their training. To know these stressors and experiences higher, the research is among the first on the planet to actually concentrate on the every day lives of scholars, utilizing smartphones and Garmin health trackers as information assortment instruments. The collected information will assist researchers to construct the personalised early warning system WARN-D, which will probably be accessible without spending a dime as a smartphone app.

Garmin’s Position in Well being and Exercise Monitoring

The researchers comply with the contributors for years and attempt to predict upcoming depressive episodes primarily based on the collected information. To do that, contributors put on a Garmin vívosmart® 4 health tracker 24/7, reply every day questions on their smartphone for the primary 3 months and sync their information utilizing the Garmin Join™ smartphone app. The Garmin Well being API collects the information and transfers it to the analysis group by way of the Fitrockr platform. The vívosmart® 4 health tracker will file sleep phases and length, exercise, coronary heart fee, stress, and Physique Battery™3. Researchers imagine that sleep information, specifically, could also be predictive of upcoming transitions into psychological well being issues.

For the researchers at Leiden College, Garmin supplied an inexpensive expertise bundle that helps compliance with strict European privateness legal guidelines, which is of important significance with delicate private information.

About Fitrockr and Garmin Well being

Fitrockr is a product suite of Digital Rebels GmbH — a software program firm primarily based in Berlin. Its analysis and analytics platform permits organisations to simply handle and synchronise Garmin smartwatches with entry to high-resolution uncooked information, impartial internet hosting, real-time information streams, and direct evaluation and export. Fitrockr is among the deepest built-in expertise implementations of the Garmin Well being API and SDK, offering Garmin Well being company options since 2018.

For extra info, go to Fitrockr at www.fitrockr.com or study extra about Garmin Well being Enterprise Well being Options at www.garmin.com/well being.

Americas Garmin Well being Analysis Grant Powered by Fitrockr

Garmin Well being and Fitrockr are additionally proud to help revolutionary analysis by way of grant applications that present the instruments to conduct analysis research primarily based on well being information from Garmin smartwatches. Whether or not it’s entry to high-resolution uncooked information, impartial information internet hosting or full wearable machine management, Garmin merchandise assist advance well being analysis fields in a sustainable method.

Researchers can begin making use of for this grant on Sept 1, 2023. The deadline to use is Nov 30 .

All grant winners will obtain 5 Garmin wearables, three months of limitless entry to the Fitrockr platform for as much as 50 customers and a winner’s certificates.


Need to study extra about associated initiatives? Then learn this weblog about how information from Garmin health trackers help researchers in panic assault prediction.

Garmin gadgets should not designed or supposed to watch or diagnose illnesses or any medical circumstances. Discover info on metric accuracy right here.

1 Cuijpers, P., Karyotaki, E., Reijnders, M., & Huibers, M. J. H. (2018). Who advantages from psychotherapies for grownup melancholy? A meta-analytic replace of the proof meta-analytic replace of the proof. Cognitive Behaviour Remedy, 6073, 1–40. https://doi.org/10.1080/16506073.2017.1420098

Khan, A., & Brown, W. A. (2015). Antidepressants versus placebo in main melancholy: An outline. World Psychiatry, 14, 294–300. https://doi.org/10.1002/wps.20241

3 See Garmin.com/ataccuracy

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