November 2024 PMID 39080098

Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement.

Cailbhe Doherty, Maximus Baldwin, Alison Keogh, Brian Caulfield, Rob Argent

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Mentions

81
Peak: 16 in Aug 2024
across 5 sources since Jul 2024

Extended reach

127,183
potential audience

Total likes

365

Video views

19,101

Mentions per month

Jul 2024 – Nov 2025

Where it's discussed

  • News45 articles
  • X / Twitter29 posts
  • YouTube4 videos
  • Blogs2 articles
  • Bluesky1 posts

AI synopsis

What people are saying

Discussions emphasize the surprisingly low validation rate of wearables, citing figures like '<3.5% of devices validated,' and highlight the ongoing reliability concerns, using tone and language that reflect both curiosity and caution about the impact of this research on consumer health practices.

AgreementModerate agreement

Most posts acknowledge that the accuracy of consumer wearables is limited, with some expressing skepticism about trusting their data, aligning with the publication's findings.

InterestModerate interest

Discussion of the research and its implications indicates a moderate level of curiosity, especially regarding the validation and reliability of these devices.

EngagementModerate engagement

Posts reference specific data points, such as the <3.5% validation rate, and mention the systematic review, showing a meaningful level of engagement and understanding.

ImpactModerate impact

Given the emphasis on validation issues and the potential influence on health tracking practices, these discussions suggest a moderate recognition of the research's significance.

Abstract in brief

  • Consumer wearable devices are widely used to track health metrics like heart rate, sleep, and activity, but their measurement accuracy varies.
  • A review of systematic studies found that only about 11% of available wearable devices have been validated for at least one biometric outcome, with many measured outcomes lacking sufficient validation.
  • The validation results show that wearables generally perform well for heart rate monitoring, with small errors and high accuracy in arrhythmia detection, but more research is needed for comprehensive assessment across all biometric measurements.

Top posts

Most liked on X and Bluesky
Dr Cailbhe Doherty
@DohertyCailbhe · X

Read our latest #research on the accuracy of #WearableTech, published in @SportsMedicineJ. "Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement" https://t.co/nTgVj0mtYW https://t.co/HwbpxmxhEu

Jul 31, 2024 · 14 likes · 6 shares · 787 followers View post →
Dr Cailbhe Doherty
@DohertyCailbhe · X

How accurate are consumer wearables at tracking your health?

May 16, 2025 · 11 likes · 4 shares · 787 followers View post →
RCSI School of Pharmacy and Biomolecular Sciences
@RCSIPharmBioMol · X

New publication from a team inc. PBS Lecturer @argentrob + collaborators from @insight_centre in @SportsMedicineJ. A living umbrella review of the accuracy of #wearables in measuring physiological metrics. Watch the excellent video abstract below! Paper: https://t.co/l1RSsG2AKU https://t.co/pfXN9g2UxC

Jul 31, 2024 · 7 likes · 3 shares · 3,408 followers View post →
Dr Cailbhe Doherty
@DohertyCailbhe · X

“Of the ~310 wearables released to date, <3.5% have been validated for at least one outcome” How accurate are wearables for measuring HR, sleep, energy expenditure etc? See summary below. Link to full article: https://t.co/nTgVj0mtYW #NationalChallengeFund #NextGenerationEU https://t.co/pN4qie1EzK

Aug 12, 2024 · 5 likes · 3 shares · 787 followers View post →
Dr Alo, DO, FACC
@MohammedAlo · X

Review Link:-https://t.co/VOyg7Q9A02

Aug 3, 2024 · 4 likes · 12,655 followers View post →
Matt Jones
@Mattjones0203 · X

Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement https://t.co/IUBE6vfLEn

Jul 31, 2024 · 2 likes · 1,268 followers View post →

All mentions

Brian Caulfield
@CaulfieldBrian · X

RT @DohertyCailbhe: How accurate are consumer wearables at tracking your health?

May 16, 2025 · 4 shares · 1,505 followers View post →
Dr Cailbhe Doherty
@DohertyCailbhe · X

How accurate are consumer wearables at tracking your health?

May 16, 2025 · 11 likes · 4 shares · 787 followers View post →
Altamiro Bottino
@BottinoAltamiro · X

Polissonografia e os gadgtes mais modernos. Polysomnography vs Wearable Technology: The Evolution and Future of Sleep Tracking https://t.co/7WuMyIpIpU https://t.co/4mVZxzWKHK

Mar 4, 2025 · 93 followers View post →
しばにゃん
@shibanyan_1 · X

Ouraも挙がってるが研究はなかった Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement | Sports Medicine https://t.co/zuyd2dqCq6

Aug 27, 2024 · 2,016 followers View post →
Free Palestine
@Anonymostw · X

Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement https://t.co/khSISFcTga

Aug 25, 2024 · 1,600 followers View post →
Avni Erbey
@AvniErbey · X

Bu yazıda giyilebilir teknolojilerin verilerinin doğruluğunun halen muğlak olduğunu anlatıyor. Akıllı saat takıp verilerine pek de güvenmeyin denmekte özet olarak. https://t.co/Y8ujErC2Fy

Aug 22, 2024 · 68 followers View post →
Ash Paul
@pash22 · X

Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement via @DohertyCailbhe et al https://t.co/ma5NvYFNBo https://t.co/b2BPoTzJRE

Aug 21, 2024 · 32,246 followers View post →
Eyal Estrin ☁️
@eyalestrin · X

Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement https://t.co/VQRG8wTuKv #hardware

Aug 21, 2024 · 1,911 followers View post →
Eyal Estrin ☁️
@eyalestrin.bsky.social · Bluesky

Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement https://groups.googl... #hardware

Aug 21, 2024 View post →
Garett Van Oirschot
@GarettVanO · X

RT @DohertyCailbhe: “Of the ~310 wearables released to date, <3.5% have been validated for at least one outcome” How accurate are wearable…

Aug 12, 2024 · 3 shares · 201 followers View post →
Killian Byrne
@killianbyrne · X

RT @DohertyCailbhe: “Of the ~310 wearables released to date, <3.5% have been validated for at least one outcome” How accurate are wearable…

Aug 12, 2024 · 3 shares · 5,810 followers View post →
UCD Public Health, Physiotherapy & Sports Science
@ucd_sphpss · X

RT @DohertyCailbhe: “Of the ~310 wearables released to date, <3.5% have been validated for at least one outcome” How accurate are wearable…

Aug 12, 2024 · 3 shares · 1,367 followers View post →
Dr Cailbhe Doherty
@DohertyCailbhe · X

“Of the ~310 wearables released to date, <3.5% have been validated for at least one outcome” How accurate are wearables for measuring HR, sleep, energy expenditure etc? See summary below. Link to full article: https://t.co/nTgVj0mtYW #NationalChallengeFund #NextGenerationEU https://t.co/pN4qie1EzK

Aug 12, 2024 · 5 likes · 3 shares · 787 followers View post →
Emīls Sjundjukovs
@esyundyukov · X

@Klavs__ Institūts kam sekoju līdzi ir @scrippsresearch, kas izmanto valkājamierīces savā praksē. Piem. https://t.co/0cZ30ARpGW

Aug 5, 2024 · 1 like · 731 followers View post →
Klāvs Ēvelis
@Klavs__ · X

Jāpiemin, ka šis raksts apkopoja citus rakstus no 2013-2024. gadam. Protams, ka laikam ejot, viedierīces kļūst arvien labākas. Bet, ne visiem vienmēr ir visjaunākās viedierīces. Kopumā 24 pārskata raksti ar 249 pētījumiem un 430 tūkstošiem dalībnieku. https://t.co/5RSGhSS7fD

Aug 5, 2024 · 1 like · 1,395 followers View post →
Vardhanreddy
@Vardhanreddymd · X

Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement | Sports Medicine https://t.co/F29mgTjlPi

Aug 4, 2024 · 274 followers View post →
Dr Alo, DO, FACC
@MohammedAlo · X

Review Link:-https://t.co/VOyg7Q9A02

Aug 3, 2024 · 4 likes · 12,655 followers View post →
Nick Krontiris
@nick_krontiris · X

Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement (open access) https://t.co/OoQDJLuP1S

Aug 3, 2024 · 1 like · 18,980 followers View post →
Brian Mac Namee
@BrianMacNamee · X

RT @DohertyCailbhe: Read our latest #research on the accuracy of #WearableTech, published in @SportsMedicineJ. "Keeping Pace with Wearabl…

Aug 1, 2024 · 6 shares · 1,174 followers View post →
Gregoire Millet
@GregoireMillet1 · X

RT @DohertyCailbhe: Read our latest #research on the accuracy of #WearableTech, published in @SportsMedicineJ. "Keeping Pace with Wearabl…

Jul 31, 2024 · 6 shares · 5,777 followers View post →
Kieran Collins
@DKieranCollins · X

RT @DohertyCailbhe: Read our latest #research on the accuracy of #WearableTech, published in @SportsMedicineJ. "Keeping Pace with Wearabl…

Jul 31, 2024 · 6 shares · 2,967 followers View post →
Brian Caulfield
@CaulfieldBrian · X

RT @DohertyCailbhe: Read our latest #research on the accuracy of #WearableTech, published in @SportsMedicineJ. "Keeping Pace with Wearabl…

Jul 31, 2024 · 6 shares · 1,505 followers View post →
RCSI Research and Innovation
@RCSI_Research · X

RT @RCSIPharmBioMol: New publication from a team inc. PBS Lecturer @argentrob + collaborators from @insight_centre in @SportsMedicineJ. A…

Jul 31, 2024 · 3 shares · 3,149 followers View post →
Frank Moriarty
@FrankMoriarty · X

RT @RCSIPharmBioMol: New publication from a team inc. PBS Lecturer @argentrob + collaborators from @insight_centre in @SportsMedicineJ. A…

Jul 31, 2024 · 3 shares · 1,736 followers View post →
Stephanie Annett
@steph_annett · X

RT @RCSIPharmBioMol: New publication from a team inc. PBS Lecturer @argentrob + collaborators from @insight_centre in @SportsMedicineJ. A…

Jul 31, 2024 · 3 shares · 809 followers View post →
RCSI School of Pharmacy and Biomolecular Sciences
@RCSIPharmBioMol · X

New publication from a team inc. PBS Lecturer @argentrob + collaborators from @insight_centre in @SportsMedicineJ. A living umbrella review of the accuracy of #wearables in measuring physiological metrics. Watch the excellent video abstract below! Paper: https://t.co/l1RSsG2AKU https://t.co/pfXN9g2UxC

Jul 31, 2024 · 7 likes · 3 shares · 3,408 followers View post →
UCD Sport and Performance
@UCDSportStudies · X

RT @DohertyCailbhe: Read our latest #research on the accuracy of #WearableTech, published in @SportsMedicineJ. "Keeping Pace with Wearabl…

Jul 31, 2024 · 6 shares · 1,562 followers View post →
UCD Public Health, Physiotherapy & Sports Science
@ucd_sphpss · X

RT @DohertyCailbhe: Read our latest #research on the accuracy of #WearableTech, published in @SportsMedicineJ. "Keeping Pace with Wearabl…

Jul 31, 2024 · 6 shares · 1,367 followers View post →
Dr Cailbhe Doherty
@DohertyCailbhe · X

Read our latest #research on the accuracy of #WearableTech, published in @SportsMedicineJ. "Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement" https://t.co/nTgVj0mtYW https://t.co/HwbpxmxhEu

Jul 31, 2024 · 14 likes · 6 shares · 787 followers View post →
Matt Jones
@Mattjones0203 · X

Keeping Pace with Wearables: A Living Umbrella Review of Systematic Reviews Evaluating the Accuracy of Consumer Wearable Technologies in Health Measurement https://t.co/IUBE6vfLEn

Jul 31, 2024 · 2 likes · 1,268 followers View post →