Viral Vitalism

Source Library

Sleep patterns and risk of chronic disease as measured by long-term monitoring with commercial wearable devices in the All of Us Research Program

Long-term commercial wearable sleep measurement and incident chronic-disease associations.

StudyPeer-reviewed research publisher
Source type
Study
Access type
Publisher
Publisher
Nature Medicine
Date
2024-07-19
Added
2026-06-21

Trust profile

88

Peer-reviewed research publisher

Publisher type
Peer-reviewed journal
Bias profile
Moderate

Best used for

  • Primary studies
  • Systematic reviews
  • Mechanistic research

Weak for

  • Regulatory status
  • Universal consumer recommendations

Used in Viral Vitalism

Claims supported

  • Longitudinal commercial wearable sleep data can reveal associations between sleep duration, irregularity, sleep stages, and chronic disease incidence, but wearable sleep scores should not be treated as clinical-grade diagnosis.

Related studies

Related sources

GovernmentGovernment health research

About Sleep

U.S. public-health context on sleep duration, quality, disorders, and adult sleep guidance.

Trust score
91
Publisher
Centers for Disease Control and Prevention
Access
Official
Usage
6 connections
Inspect source ->
GovernmentGovernment health research

Dietary Guidelines for Americans, 2025–2030

Use for current U.S. dietary-guidance context and contrast with zero-plant eating patterns.

Trust score
91
Publisher
U.S. Department of Health and Human Services / U.S. Department of Agriculture
Access
Official
Usage
3 connections
Inspect source ->
GovernmentGovernment health research

CDC: Steps for Losing Weight

Centers for Disease Control and Prevention used across the Viral Vitalism evidence library.

Trust score
91
Publisher
Centers for Disease Control and Prevention
Access
Official
Usage
7 connections
Inspect source ->
GovernmentGovernment health research

NIH health information

National Institutes of Health used across the Viral Vitalism evidence library.

Trust score
91
Publisher
National Institutes of Health
Access
Official
Usage
0 connections
Inspect source ->

Topic tags

sleepsleep-qualitywearablesmetabolic-healthcardiovascular-riskconsumer-healthbiomarkers

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