Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Currently accepted at: JMIR mHealth and uHealth

Date Submitted: Jun 24, 2025
Date Accepted: May 19, 2026
Date Submitted to PubMed: May 21, 2026

This paper has been accepted and is currently in production.

It will appear shortly on 10.2196/79588

The final accepted version (not copyedited yet) is in this tab.

An "ahead-of-print" version has been submitted to Pubmed, see PMID: 42163014

Association Between Duration of Transcutaneous Vibratory Stimulation Delivered by the Apollo Neuro Device and Extension of Total Sleep Time

  • Mahender Mandala; 
  • Shilpa Krishnan; 
  • Nathanial Weathington; 
  • Michael Breus; 
  • David Rabin

ABSTRACT

Background:

Around 70 million adults in the US develop sleep disturbances annually. Emerging wearable technologies promise to improve sleep quality and duration by regulating the autonomic system and do not have adverse effects compared to pharmacological interventions.

Objective:

The objective of this study was to investigate the relationship between the duration of transcutaneous vibratory stimulation (TVS) delivered by a commercially available wearable device and the extension of total sleep time.

Methods:

This study employed a naturalistic observation design in a community of Apollo TVS and Oura Ring users from January 2019 to May 2022, with 935 users accounting for 30-474,852 nights of observation. The primary outcome measure, total sleep time, was measured by the Gen 2 Oura Ring.

Results:

Most users were 36-64 years old (69%) and male (52%). A linear mixed-effects model revealed that nighttime TVS usage with the wearable was significantly associated with an increase in total sleep time, adding 36 minutes to the baseline sleep of short sleepers who used less than 6 hours of sleep and 240+ minutes of TVS, and was dose-dependent. Extended sleep showed a higher proportion of time spent in rapid eye movement sleep at the expense of light sleep. Although the effect of the wearable’s TVS diminished with higher baseline sleep durations, participants in this category noted an increase in total sleep time. Additionally, nighttime TVS use was associated with a 77% reduction in the odds of having a short total sleep time in individuals with short sleep duration.

Conclusions:

Our study demonstrates that increasing total sleep time through TVS is feasible and can lead to a more consistent, chronic shift in total sleep time. This suggests that TVS is a viable, non-invasive, and non-pharmacological option for individuals struggling with short sleep duration.


 Citation

Please cite as:

Mandala M, Krishnan S, Weathington N, Breus M, Rabin D

Association Between Duration of Transcutaneous Vibratory Stimulation Delivered by the Apollo Neuro Device and Extension of Total Sleep Time

JMIR mHealth and uHealth. 19/05/2026:79588 (forthcoming/in press)

DOI: 10.2196/79588

URL: https://preprints.jmir.org/preprint/79588

PMID: 42163014

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.