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, and

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

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
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-2024-0007Online publication date: 23-May-2024
https://doi.org/10.1515/icom-2024-0007
Lallemand CLushnikova ADawson JToebosch R(2024)Trinity: A Design Fiction to Unravel the Present and Future Tensions in Professional Informatics and Awareness Support ToolsProceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work10.1145/3663384.3663396(1-15)Online publication date: 25-Jun-2024
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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

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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
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-2024-0007Online publication date: 23-May-2024
https://doi.org/10.1515/icom-2024-0007
Lallemand CLushnikova ADawson JToebosch R(2024)Trinity: A Design Fiction to Unravel the Present and Future Tensions in Professional Informatics and Awareness Support ToolsProceedings of the 3rd Annual Meeting of the Symposium on Human-Computer Interaction for Work10.1145/3663384.3663396(1-15)Online publication date: 25-Jun-2024
https://dl.acm.org/doi/10.1145/3663384.3663396
Loerakker MNiess JWoźniak P(2024)Technology which Makes You ThinkProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36596158:2(1-24)Online publication date: 15-May-2024
https://dl.acm.org/doi/10.1145/3659615
Lee JLee BChoi SSeo JChoe E(2024)Identify, Adapt, PersistProceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies10.1145/36595858:2(1-21)Online publication date: 15-May-2024
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Haghighi N(2024)Ontological Breakdown: Toward a World of Many WorldsCompanion Publication of the 2024 ACM Designing Interactive Systems Conference10.1145/3656156.3665133(70-73)Online publication date: 1-Jul-2024
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Toebosch RBerger ALallemand C(2024)Non-judgmental Interfaces: A New Design Space for Personal InformaticsCompanion Publication of the 2024 ACM Designing Interactive Systems Conference10.1145/3656156.3663706(166-170)Online publication date: 1-Jul-2024
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Ibrahim SAng JPetsolari MMichelson RDong YTheofanopoulou NVan Kleek MDavis KSlovák P(2024)Understanding Online Parental Help-Seeking and Help-Giving in Early Childhood: The Design Challenges of Supporting Complex Parenting QuestionsProceedings of the ACM on Human-Computer Interaction10.1145/36536908:CSCW1(1-36)Online publication date: 26-Apr-2024
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Salehzadeh Niksirat KVelykoivanenko LZufferey NCherubini MHuguenin KHumbert M(2024)Wearable Activity Trackers: A Survey on Utility, Privacy, and SecurityACM Computing Surveys10.1145/364509156:7(1-40)Online publication date: 8-Feb-2024
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Capel TPloderer BBircanin FHanmer SYates JWang JKhor KLeong TWadley GNewcomb M(2024)Studying Self-Care with Generative AI Tools: Lessons for DesignProceedings of the 2024 ACM Designing Interactive Systems Conference10.1145/3643834.3661614(1620-1637)Online publication date: 1-Jul-2024
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