research-article

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Mapping and Taking Stock of the Personal Informatics Literature

Authors:

Daniel A. Epstein,

Clara Caldeira,

Mayara Costa Figueiredo,

Lucas M. Silva,

Lucretia Williams,

Payam Dowlatyari,

Sazeda Sultana,

Elizabeth V. Eikey,

Yunan ChenAuthors Info & Claims

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Volume 4, Issue 4

Article No.: 126, Pages 1 - 38

https://doi.org/10.1145/3432231

Published: 18 December 2020 Publication History

Abstract

The research community on the study and design of systems for personal informatics has grown over the past decade. To take stock of what the topics the field has studied and methods the field has used, we map and label 523 publications from ACM's library, IEEE Xplore, and PubMed. We surface that the literature has focused on studying and designing for health and wellness domains, an emphasis on understanding and overcoming barriers to data collection and reflection, and progressively fewer contributions involving artifacts being made. Our mapping review suggests directions future research could explore, such as identifying and resolving barriers to tracking stages beyond collection and reflection, engaging more with domain experts, and further discussing the privacy and ethical concerns around tracked data.

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Cited By

Thompson LCharitos SBird JMarshall PBrigden A(2025)Exploring the Use of Smartwatches and Activity Trackers for Health-Related Purposes for Children Aged 5 to 11 years: Systematic ReviewJournal of Medical Internet Research10.2196/6294427(e62944)Online publication date: 27-Jan-2025
https://doi.org/10.2196/62944
Sha YRoth ALankenau SSchwartz DMarcu G(2025)Meeting People Where They Are: Building Community-Centered Care with Smartphone-Facilitated Response to OverdosesProceedings of the ACM on Human-Computer Interaction10.1145/37012009:1(1-23)Online publication date: 10-Jan-2025
https://dl.acm.org/doi/10.1145/3701200
Tong WShigyo KYuan LFan MPong TQu HXia M(2025)VisTellAR: Embedding Data Visualization to Short-Form Videos Using Mobile Augmented RealityIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2024.337210431:3(1862-1874)Online publication date: 1-Mar-2025
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Index Terms

Mapping and Taking Stock of the Personal Informatics Literature
1. Human-centered computing
  1. Human computer interaction (HCI)
  2. Ubiquitous and mobile computing
    1. Ubiquitous and mobile computing theory, concepts and paradigms

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cover image Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies Volume 4, Issue 4

December 2020

1356 pages

EISSN:2474-9567

DOI:10.1145/3444864

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Published: 18 December 2020

Published in IMWUT Volume 4, Issue 4

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Thompson LCharitos SBird JMarshall PBrigden A(2025)Exploring the Use of Smartwatches and Activity Trackers for Health-Related Purposes for Children Aged 5 to 11 years: Systematic ReviewJournal of Medical Internet Research10.2196/6294427(e62944)Online publication date: 27-Jan-2025
https://doi.org/10.2196/62944
Sha YRoth ALankenau SSchwartz DMarcu G(2025)Meeting People Where They Are: Building Community-Centered Care with Smartphone-Facilitated Response to OverdosesProceedings of the ACM on Human-Computer Interaction10.1145/37012009:1(1-23)Online publication date: 10-Jan-2025
https://dl.acm.org/doi/10.1145/3701200
Tong WShigyo KYuan LFan MPong TQu HXia M(2025)VisTellAR: Embedding Data Visualization to Short-Form Videos Using Mobile Augmented RealityIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2024.337210431:3(1862-1874)Online publication date: 1-Mar-2025
https://dl.acm.org/doi/10.1109/TVCG.2024.3372104
Liang ZMelcer EKhotchasing KHoang N(2024)Co-design personal sleep health technology for and with university studentsFrontiers in Digital Health10.3389/fdgth.2024.13718086Online publication date: 9-Apr-2024
https://doi.org/10.3389/fdgth.2024.1371808
Manning JBlandford AEdbrooke-Childs J(2024)Facilitators of and Barriers to Teachers’ Engagement With Consumer Technologies for Stress Management: Qualitative StudyJournal of Medical Internet Research10.2196/5045726(e50457)Online publication date: 22-Oct-2024
https://doi.org/10.2196/50457
Schneegass CWilson MShaban JNiess JChiossi FMitrevska TWoźniak P(2024)Broadening the mind: how emerging neurotechnology is reshaping HCI and interactive system designi-com10.1515/icom-2024-000723:2(165-177)Online publication date: 23-May-2024
https://doi.org/10.1515/icom-2024-0007
Adler DYang YViranda TXu XMohr DVan Meter ATartaglia JJacobson NWang FEstrin DChoudhury T(2024)Beyond Detection: Towards Actionable Sensing Research in Clinical Mental HealthcareProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36997558:4(1-33)Online publication date: 21-Nov-2024
https://dl.acm.org/doi/10.1145/3699755
Kouaho WEpstein D(2024)Investigating Perspectives of and Experiences with Low Cost Commercial Fitness WearablesProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36997408:4(1-22)Online publication date: 21-Nov-2024
https://dl.acm.org/doi/10.1145/3699740
Lee JLee SChoe E(2024)GoalTrack: Supporting Personalized Goal-Setting in Stroke Rehabilitation with Multimodal Activity JournalingProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36997238:4(1-29)Online publication date: 21-Nov-2024
https://dl.acm.org/doi/10.1145/3699723
Johansson KRobinson RBack JBowman SFey JMárquez Segura EWaern AIsbister K(2024)Why Larp? A Synthesis Article on Live Action Roleplay in Relation to HCI Research and PracticeACM Transactions on Computer-Human Interaction10.1145/368904531:5(1-35)Online publication date: 2-Sep-2024
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