J Biomed Inform May 2019 PMID 30910623

Wearable activity trackers, accuracy, adoption, acceptance and health impact: A systematic literature review.

Grace Shin, Mohammad Hossein Jarrahi, Yu Fei, Amir Karami, Nicci Gafinowitz, Ahjung Byun, Xiaopeng Lu

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Mentions

22
Peak: 20 in Feb 2019
across 2 sources since Feb 2019

Extended reach

925,500
potential audience

Total likes

48

Video views

674

Mentions per month

Feb 2019 – Jul 2023

Where it's discussed

  • X / Twitter20 posts
  • YouTube2 videos

AI synopsis

What people are saying

The overall sentiment shows a high level of interest through enthusiastic comments such as 'Great Review!' and multiple hashtags related to health and technology, with some posts referencing the review’s key themes. The tone remains supportive and concise, reflecting recognition of the article's relevance rather than deep critique or debate.

AgreementModerate agreement

Most discussions express positive support or approval of the review, indicating general agreement with its findings or significance.

InterestHigh interest

The posts show high interest, with enthusiasm for topics like health impact, technology, and research implications, demonstrated by words like 'Great Review!' and hashtags emphasizing health tech.

EngagementModerate engagement

Posts mostly acknowledge the review with brief responses, indicating some engagement but not deep critical analysis or detailed discussion.

ImpactModerate impact

The discussions recognize the review as relevant to fields like health tech, IoT, and innovation, suggesting some perceived influence but not widespread debate or controversy.

Abstract in brief

  • This systematic review analyzes 463 research articles from 2013 to 2017 to explore wearable activity trackers (WAT), focusing on their technology, usage in medical settings, behavior change, user acceptance, self-monitoring, and privacy concerns.
  • The study highlights that although WAT are widely used for tracking health metrics like steps, heart rate, and sleep, there’s still a significant gap in understanding the complex human-technology interactions involved in their adoption and use.
  • The review proposes new research questions across disciplines to better understand how people interact with these devices and the implications for health and behavior change.]

Top posts

Most liked on X and Bluesky
Andreas Staub
@andi_staub · X

[Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT #BigData #AI @SpirosMargaris @jblefevre60 @horstwilmes @sallyeaves @SabineVdL @pierrepinna @TunstallAsc @CRudinschi @insurtechforum https://t.co/BZsyKR6jIa https://t.co/D3a4qB73ed

Feb 13, 2019 · 22 likes · 20 shares · 63,011 followers View post →
arlene newbigging
@arlenenewbigg · X

[Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT #BigData #AI @sallyeaves @SpirosMargaris @horstwilmes @sallyeaves @SabineVdL @pierrepinna @TunstallAsc @CRudinschi @insurtechforum https://t.co/nXZgMCaAk2 https://t.co/mQ1vTMThT6

Feb 13, 2019 · 5 likes · 3 shares · 6,525 followers View post →
Sabine VanderLinden
@SabineVdL · X

Wearable activity trackers, accuracy, adoption, acceptance and health impact: A systematic literature review: https://t.co/RLJlmAYg8D #wearables #insurtech #healthtech https://t.co/LlWQBAkimS

Feb 13, 2019 · 1 like · 49,686 followers View post →
Sen. Sally Eaves
@sallyeaves · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 137,947 followers View post →
Spiros Margaris
@SpirosMargaris · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 132,686 followers View post →
Spiros Margaris
@SpirosMargaris · X

RT @arlenenewbigg: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #I…

Feb 13, 2019 · 3 shares · 132,686 followers View post →

All mentions

Terence Mills
@terence_mills · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 17,476 followers View post →
Intrapreneur UK
@UkIntrapreneur · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 1,838 followers View post →
Nick Bilodeau
@FinMKTG · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 48,498 followers View post →
Andreas Staub
@andi_staub · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 63,011 followers View post →
Pinna Pierre
@pierrepinna · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 60,121 followers View post →
Spiros Margaris
@SpirosMargaris · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 132,686 followers View post →
Spiros Margaris
@SpirosMargaris · X

RT @arlenenewbigg: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #I…

Feb 13, 2019 · 3 shares · 132,686 followers View post →
Sabine VanderLinden
@SabineVdL · X

Wearable activity trackers, accuracy, adoption, acceptance and health impact: A systematic literature review: https://t.co/RLJlmAYg8D #wearables #insurtech #healthtech https://t.co/LlWQBAkimS

Feb 13, 2019 · 1 like · 49,686 followers View post →
FAzur
@AzurFlorian · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 7,436 followers View post →
Sabine VanderLinden
@SabineVdL · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 49,686 followers View post →
Tomeu Colom Cabot
@TomeuColom1 · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 1,746 followers View post →
arlene newbigging
@arlenenewbigg · X

[Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT #BigData #AI @sallyeaves @SpirosMargaris @horstwilmes @sallyeaves @SabineVdL @pierrepinna @TunstallAsc @CRudinschi @insurtechforum https://t.co/nXZgMCaAk2 https://t.co/mQ1vTMThT6

Feb 13, 2019 · 5 likes · 3 shares · 6,525 followers View post →
LyndaOdendaal
@CleanPolitics · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 962 followers View post →
FINTECHNA
@fintechna · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 34,110 followers View post →
Tejansh Chandole
@TejanshC · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 170 followers View post →
Timo Dreger
@insurtechforum · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 21,098 followers View post →
BEeconCH
@BEeconCH · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 1,068 followers View post →
Jean-Baptiste Lefevre
@jblefevre60 · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 94,374 followers View post →
Sen. Sally Eaves
@sallyeaves · X

RT @andi_staub: [Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT…

Feb 13, 2019 · 20 shares · 137,947 followers View post →
Andreas Staub
@andi_staub · X

[Great Review!] #Wearable Activity Trackers, Accuracy, Adoption, Acceptance and #Health Impact: #fintech #Insurtech #IoT #BigData #AI @SpirosMargaris @jblefevre60 @horstwilmes @sallyeaves @SabineVdL @pierrepinna @TunstallAsc @CRudinschi @insurtechforum https://t.co/BZsyKR6jIa https://t.co/D3a4qB73ed

Feb 13, 2019 · 22 likes · 20 shares · 63,011 followers View post →