Vitality Tracker Sleep Scoring Methodology, Open Specification v2.0.1, public edition

Open specification of the Sleep Health Index, the sleep score used by Vitality Tracker. The index is a rolling 28-night composite of five components weighted by evidence grade and effect size: sleep regularity (35%), duration (30%), continuity (15%), circadian alignment (10%) and restoration (10%). Sleep stages are displayed but carry no weight. The specification sets out every weight, curve, age band and threshold; a measurement-provenance model with three-tier handling of consumer-wearable continuity data, including a device bias table derived from published polysomnography validations; the coverage rule for missing data, with no redistribution of missing weight; the versioning policy; and the external review of version 1.1.0 by an independent data scientist, with the changes it produced and the three recommendations declined. Version 2.0.1 is the public edition of v2.0.0 (13 July 2026): editorial corrections only, with no change to any output. The Sleep Health Index describes a sleep pattern for general wellness; it is not a medical device, is not diagnostic, and has not been validated against health outcomes.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-08
DOI
https://doi.org/10.5281/zenodo.23223862
Primary Topic
Sleep and related disorders
Type
article
Field-Weighted Citation Impact
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article

Vitality Tracker Sleep Scoring Methodology, Open Specification v2.0.1, public edition

Csanad Novak
Zenodo (CERN European Organization for Nuclear Research)
Sleep and related disorders
article

Vitality Tracker Sleep Scoring Methodology, Open Specification v2.0.1, public edition

Csanad Novak
article en

Abstract

Open specification of the Sleep Health Index, the sleep score used by Vitality Tracker. The index is a rolling 28-night composite of five components weighted by evidence grade and effect size: sleep regularity (35%), duration (30%), continuity (15%), circadian alignment (10%) and restoration (10%). Sleep stages are displayed but carry no weight. The specification sets out every weight, curve, age band and threshold; a measurement-provenance model with three-tier handling of consumer-wearable continuity data, including a device bias table derived from published polysomnography validations; the coverage rule for missing data, with no redistribution of missing weight; the versioning policy; and the external review of version 1.1.0 by an independent data scientist, with the changes it produced and the three recommendations declined. Version 2.0.1 is the public edition of v2.0.0 (13 July 2026): editorial corrections only, with no change to any output. The Sleep Health Index describes a sleep pattern for general wellness; it is not a medical device, is not diagnostic, and has not been validated against health outcomes.

Zenodo (CERN European Organization for Nuclear Research)
Link Consulting (PT), LEK Consulting (United States) (US)
Openalex Percentile: Top 7%
Sleep and related disorders
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Vitality Tracker Sleep Scoring Methodology, Open Specification v2.0.1, public edition — Csanad Novak · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS