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Understanding users' disengagement with wearable activity trackers

Published: 11 November 2014 Publication History

Abstract

With an increasing emphasis on preventive and user-driven healthcare, the market of personal informatics tools for health, such as wearable activity trackers, has received rapid growth. However, recent research has shown that most activity trackers have failed to drive sustained engagement for the majority of users. With this study we present initial insights on a longitudinal study that seeks to understand how users disengage with activity trackers and the role of two design strategies for sustaining users' engagement: contextual information and evolving content.

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Karapanos, E., Gouveia, R., Hassenzahl, M., Forlizzi, J. (2014) Need fulfillment and Experiences with Wearable Activity Trackers in prolonged use, Madeira-ITI Technical Report.
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Ledger, D. and McCaffrey, D. (2014) How the Science of Human Behavior Change Offers the Secret to Long-Term Engagement. Retrieved online from http://endeavourpartners.net/white-papers/.
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Li, I. (2012). Personal informatics & context: Using context to reveal factors that affect behavior. Journal of Ambient Intelligence and Smart Environments, 71--72.
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Cited By

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  • (2024)Wearable Activity Trackers: A Survey on Utility, Privacy, and SecurityACM Computing Surveys10.1145/364509156:7(1-40)Online publication date: 8-Feb-2024
  • (2023)14 Years of Self-Tracking Technology for mHealth—Literature Review: Lessons Learned and the PAST SELF FrameworkACM Transactions on Computing for Healthcare10.1145/35926214:3(1-43)Online publication date: 2-May-2023
  • (2022)Human-AI Collaboration to Promote Trust, Engagement and Adaptation in the Process of Pro-environmental and Health Behaviour ChangeProceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022)10.1007/978-3-031-21333-5_38(381-392)Online publication date: 21-Nov-2022
  • Show More Cited By

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  1. Understanding users' disengagement with wearable activity trackers

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    Published In

    cover image ACM Other conferences
    ACE '14 Workshops: Proceedings of the 2014 Workshops on Advances in Computer Entertainment Conference
    November 2014
    120 pages
    ISBN:9781450333146
    DOI:10.1145/2693787
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 11 November 2014

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    Author Tags

    1. Activity trackers
    2. Behavior change
    3. Personal Informatics

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    • Research-article
    • Research
    • Refereed limited

    Funding Sources

    • Portuguese Foundation of Science and Technology

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    ACE '14 Workshops

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    Overall Acceptance Rate 36 of 90 submissions, 40%

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    Cited By

    View all
    • (2024)Wearable Activity Trackers: A Survey on Utility, Privacy, and SecurityACM Computing Surveys10.1145/364509156:7(1-40)Online publication date: 8-Feb-2024
    • (2023)14 Years of Self-Tracking Technology for mHealth—Literature Review: Lessons Learned and the PAST SELF FrameworkACM Transactions on Computing for Healthcare10.1145/35926214:3(1-43)Online publication date: 2-May-2023
    • (2022)Human-AI Collaboration to Promote Trust, Engagement and Adaptation in the Process of Pro-environmental and Health Behaviour ChangeProceedings of the International Conference on Ubiquitous Computing & Ambient Intelligence (UCAmI 2022)10.1007/978-3-031-21333-5_38(381-392)Online publication date: 21-Nov-2022
    • (2021)Staying Active While Staying Home: The Use of Physical Activity Technologies During Life DisruptionsFrontiers in Digital Health10.3389/fdgth.2021.7531153Online publication date: 28-Oct-2021
    • (2019)A pilot study for utilizing additive manufacturing and responsive rewards in physical activity gamificationDesign for Health10.1080/24735132.2018.1541400(1-19)Online publication date: 12-Jan-2019
    • (2018)Activity trackers, prior motivation, and perceived informational and motivational affordancesPersonal and Ubiquitous Computing10.1007/s00779-017-1099-922:2(433-448)Online publication date: 1-Apr-2018

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