February 2020 PMID 31901524

A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.

Hannah Scott, Leon Lack, Nicole Lovato

Mentions

50
Peak: 41 in Nov 2019
across 2 sources since Nov 2019

Extended reach

98,793
potential audience

Total likes

62

Video views

1,824

Mentions per month

Nov 2019 – May 2025

Where it's discussed

  • X / Twitter45 posts
  • YouTube5 videos

AI synopsis

What people are saying

The discussions reflect a moderate level of enthusiasm, with posts highlighting the review's emphasis on EEG-based devices' precision and potential for accessible sleep assessments, using phrases like 'new paper from my PhD' and 'accuracy of sleep wearable devices,' which indicate personal and professional interest in the topic's significance for sleep health and technology development.

AgreementModerate agreement

Most discussions acknowledge the findings, especially regarding EEG-based devices' higher accuracy, indicating moderate agreement with the review's conclusions.

InterestModerate interest

There is a genuine interest in sleep devices' accuracy and potential, as shown by mentions of new research and practical implications.

EngagementModerate engagement

Posts demonstrate some depth by discussing device types and measurement differences, but lack detailed critique or broader implications.

ImpactModerate impact

The conversations suggest the review could influence future research and consumer choices about sleep monitoring technology.

Abstract in brief

  • A systematic review examined how accurately wearable devices can estimate sleep onset compared to traditional lab equipment, highlighting potential for easier, accessible sleep assessments.
  • Actigraphy devices, which track movement, generally provided estimates similar to polysomnography (PSG), but results varied depending on individual differences; EEG-based devices were more precise.
  • Wearables that monitor behavioral cues tend to overestimate sleep latency but still offer a promising, cost-effective way to perform sleep-related treatments and tests outside lab environments.]

Top posts

Most liked on X and Bluesky
Massimiliano (Max) de Zambotti
@maxdeze · X

"A systematic review of the accuracy of sleep wearable devices for estimating sleep onset" #wearable #sleep https://t.co/4wHTzlaffd

Nov 12, 2019 · 10 likes · 1 share · 750 followers View post →
Sian Allen
@DrSianAllen · X

A systematic review of the accuracy of sleep wearable devices for estimating sleep onset: https://t.co/8Pbt761OH5

Nov 22, 2022 · 7 likes · 10,920 followers View post →
Marco Cardinale
@Marco_Cardinale · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 12,199 followers View post →
Shigekazu Ishihara
@shigekzishihara · X

RT @Docorange1: A systematic review of the accuracy of sleep wearable devices for estimating sleep onset. electroencephalography-based devi…

Nov 16, 2019 · 1 share · 7,072 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 12, 2019 · 41 shares · 6,718 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @maxdeze: "A systematic review of the accuracy of sleep wearable devices for estimating sleep onset" #wearable #sleep https://t.co/4wHTz…

Nov 12, 2019 · 1 share · 6,718 followers View post →

All mentions

Dr. Adrian Laurence
@adrianrlaurence · X

6. Scott, H., Lack, L., & Lovato, N. (2019). A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.. Sleep medicine reviews, 49, 101227 .

Aug 18, 2024 · 110 followers View post →
Sian Allen
@DrSianAllen · X

A systematic review of the accuracy of sleep wearable devices for estimating sleep onset: https://t.co/8Pbt761OH5

Nov 22, 2022 · 7 likes · 10,920 followers View post →
もりげ
@morige126 · X

garminのvivosmart4 風呂の時以外はほぼつけてライフログ記録してるんだけど、気になるのは睡眠の精度。検索したらそんなこと調べてる人がいてパブメドだしすごいじゃんとか。それ以上にグーグル翻訳で結構するすると日本語に翻訳できててそっちのほうで驚きました。 https://t.co/MFKLfWVJbP

Apr 21, 2022 · 1 share · 99 followers View post →
Hidetaka Hamasaki
@hhamasaki78 · X

A systematic review of the accuracy of sleep wearable devices for esti... https://t.co/yf3YgS7hMP

Oct 31, 2020 · 123 followers View post →
Alice Gregory
@ProfAMGregory · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 27, 2019 · 41 shares · 2,245 followers View post →
Sleep Gadgets
@sleepgadgets · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 17, 2019 · 41 shares · 260 followers View post →
Haresh Suppiah
@hareshsuppiah · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 17, 2019 · 41 shares · 2,086 followers View post →
Shigekazu Ishihara
@shigekzishihara · X

RT @Docorange1: A systematic review of the accuracy of sleep wearable devices for estimating sleep onset. electroencephalography-based devi…

Nov 16, 2019 · 1 share · 7,072 followers View post →
Bruce Williams
@Docorange1 · X

A systematic review of the accuracy of sleep wearable devices for estimating sleep onset. electroencephalography-based devices produced more accurate and less variable estimates. https://t.co/B0dRlGFhOV https://t.co/cEzpn6zILf

Nov 16, 2019 · 1 share · 4,439 followers View post →
Melanie (Knufinke) Meyfroyt
@MelanieKnufinke · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 15, 2019 · 41 shares · 396 followers View post →
Dr. Samuels
@DrSamuels1 · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 14, 2019 · 41 shares · 292 followers View post →
Kristof De Mey
@krdemey · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 14, 2019 · 41 shares · 2,738 followers View post →
Brad Cooper, PhD
@Catalyst2Thrive · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 14, 2019 · 41 shares · 2,337 followers View post →
Aamir Raoof Memon
@DptAamir · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 14, 2019 · 41 shares · 383 followers View post →
nick owen
@nickowen5 · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 14, 2019 · 41 shares · 599 followers View post →
Kyra Hamilton
@DrKyraHamilton · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 14, 2019 · 41 shares · 1,462 followers View post →
David Scott
@DavidScottPhD · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 14, 2019 · 41 shares · 2,960 followers View post →
Dr Lee Taylor PhD
@DrLeeTaylor · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 14, 2019 · 41 shares · 3,034 followers View post →
Javier Peña
@xavipl_2000 · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 14, 2019 · 41 shares · 1,904 followers View post →
Better Sleep Better Health Initiative
@bsbh_Initiative · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 149 followers View post →
Marco Cardinale
@Marco_Cardinale · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 12,199 followers View post →
Kronos Muses
@kronosmuses · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 143 followers View post →
Claire Dunbar
@ClaireDunbar10 · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 81 followers View post →
bkellylimerick@gmail.com
@brucelkelly · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 323 followers View post →
Lindy-Lou Trueman
@lindy_lou_whoo · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 96 followers View post →
Dr Sarah Rhodes
@sarah_rhodes_PT · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 487 followers View post →
Saud Alomairah,MPH, PhD
@S_Alomairah_Eng · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 273 followers View post →
Felipe Mattioni Maturana, Ph.D.
@felipe_mattioni · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 1,677 followers View post →
Salva Bará
@salvabara · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 1,845 followers View post →
ChronoBeforeBlueSky
@R_Dallmann · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 956 followers View post →
Luke Gupta PhD
@Lukegup86 · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 1,199 followers View post →
Sociology of Sleep @ Surrey
@SociologySleep · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 46 followers View post →
Yu Sun Bin
@yusunbin · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 1,171 followers View post →
Dr. Shauni Omond, PhD
@ShauniOmond · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 869 followers View post →
Angel Corral
@Angelcachanilla · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 68 followers View post →
Tristan Bekinschtein
@TrikBek · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 3,665 followers View post →
Will Harrison
@willjharrison · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 1,470 followers View post →
Erica Crome
@EricaCrome · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 1,514 followers View post →
Cédric Leduc
@CLeduc13 · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 2,124 followers View post →
Clocks & Sleep
@ClocksSleep · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 13, 2019 · 41 shares · 415 followers View post →
Marissa Evans, PhD
@PittSleepGirl · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 12, 2019 · 41 shares · 994 followers View post →
Hailey Meaklim, PhD, DBSM
@SleepPsych_Aus · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 12, 2019 · 41 shares · 4,517 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @1hannahscott: New paper from my PhD! 'A systematic review of the accuracy of sleep wearable devices for estimating sleep onset.' This w…

Nov 12, 2019 · 41 shares · 6,718 followers View post →
SystematicReviewBot
@EvidenceRobot · X

RT @maxdeze: "A systematic review of the accuracy of sleep wearable devices for estimating sleep onset" #wearable #sleep https://t.co/4wHTz…

Nov 12, 2019 · 1 share · 6,718 followers View post →
Massimiliano (Max) de Zambotti
@maxdeze · X

"A systematic review of the accuracy of sleep wearable devices for estimating sleep onset" #wearable #sleep https://t.co/4wHTzlaffd

Nov 12, 2019 · 10 likes · 1 share · 750 followers View post →