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Updated: Mar 22, 2026

Using Wavelet Entropy to Demonstrate how Mindfulness Practice Increases Coordination between Irregular Cerebral and Cardiac Activities
Published on: May 10, 2017
A digital mindfulness intervention improves sleep efficiency and heart rate variability in healthy adults
Ulrich Kirk1,2, Cirkeline Nellemann Hovgaard3, Marino Theodor Larsen Persiani3
1Department of Psychology, University of Southern Denmark, 5230, Odense, Denmark. ukirk@health.sdu.dk.
Abstract:
To test whether a 10-day mindfulness program delivered through the ŌURA app improves sleep and stress in healthy adults, eighty-one adults were randomized to mindfulness (n = 49) or waitlist control (n = 32). Participants wore an Ōura ring during baseline, intervention/wait-list, and 4-week follow-up, recording sleep efficiency, total, deep, and light sleep, plus sleep-onset time. Questionnaires-Pittsburgh sleep quality index (PSQI), perceived stress scale (PSS), Copenhagen burnout inventory (CBI), and mindful attention awareness scale (MAAS)-were completed pre- and post-intervention and at follow-up. Mixed-model ANOVAs revealed significant group × time interactions for sleep efficiency, total sleep, deep and light sleep, and sleep-onset time (all ps < 0.031). Results showed that the mindfulness group improved after 10 days (all ps < 0.021); gains persisted at follow-up except for deep sleep. The mindfulness group exhibited increased personal burnout (p = 0.021) immediately post-intervention, though this returned toward baseline at follow-up. In addition, the mindfulness showed higher MAAS scores (p = 0.017). During mindfulness sessions heart rate fell (p = 0.011) and heart-rate variability rose (p = 0.029). A brief, app-based mindfulness program produced sustained improvements in sleep efficiency and enhanced HRV, demonstrating that digital mindfulness can favorably influence biobehavioral sleep-stress metrics.Trial Registration: ClinicalTrials.gov: NCT07469644.
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