research-article

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Exploring Design Principles for Sharing of Personal Informatics Data on Ephemeral Social Media

Authors:

Daniel A. Epstein,

Griffin D'Haenens,

Tan ZhouAuthors Info & Claims

Proceedings of the ACM on Human-Computer Interaction, Volume 4, Issue CSCW2

Article No.: 95, Pages 1 - 24

https://doi.org/10.1145/3415166

Published: 15 October 2020 Publication History

Abstract

People often do not receive the engagement or responses they desire when they share on broad social media platforms. Sharers are hesitant to share trivial accomplishments, and the emphasis on data often results posts that audiences find repetitive or unengaging. Ephemeral social media's focus on self-authored content and sharing trivial accomplishments has the potential to ameliorate these challenges. We explore design principles for incorporating personal informatics data like steps, heart rate, or duration in data-driven stickers as a first step towards integrating these data into ephemeral social media. We examine the effect of a sticker's presentation style, domain, domain-relevance, and background through three surveys with 506 total participants. We uncover the importance of domain-relevant backgrounds and stickers, identify the situational value of stickers styled as analogies, embellished, and badges, and demonstrate that data-driven stickers can make ephemeral content more informative and entertaining, discussing implications for platforms and tools.

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The three files contain the full set of stickers and backgrounds shown in each of the three studies. Filename corresponds to study number.

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Cited By

Wang DEng JTurpitka MEpstein D(2024)Exploring Activity-Sharing Response Differences Between Broad-Purpose and Dedicated Online Social PlatformsProceedings of the ACM on Human-Computer Interaction10.1145/36868988:CSCW2(1-37)Online publication date: 8-Nov-2024
https://dl.acm.org/doi/10.1145/3686898
Yan DBourgeois JKortuem G(2024)Say You, Say Me: Investigating the Personal insights Generated from One's Own data and Other's dataProceedings of the 13th Nordic Conference on Human-Computer Interaction10.1145/3679318.3685345(1-14)Online publication date: 13-Oct-2024
https://dl.acm.org/doi/10.1145/3679318.3685345
Saksono HParker A(2024)Socio-Cognitive Framework for Personal Informatics: A Preliminary Framework for Socially-Enabled Health TechnologiesACM Transactions on Computer-Human Interaction10.1145/367450431:3(1-41)Online publication date: 30-Jun-2024
https://dl.acm.org/doi/10.1145/3674504
Show More Cited By

Index Terms

Exploring Design Principles for Sharing of Personal Informatics Data on Ephemeral Social Media
1. Human-centered computing
  1. Collaborative and social computing
    1. Collaborative and social computing theory, concepts and paradigms
      1. Social media
  2. Human computer interaction (HCI)
    1. HCI design and evaluation methods
      1. User studies

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cover image Proceedings of the ACM on Human-Computer Interaction

Proceedings of the ACM on Human-Computer Interaction Volume 4, Issue CSCW2

CSCW

October 2020

2310 pages

EISSN:2573-0142

DOI:10.1145/3430143

Editor:
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Apple Inc.

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Published: 15 October 2020

Published in PACMHCI Volume 4, Issue CSCW2

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Wang DEng JTurpitka MEpstein D(2024)Exploring Activity-Sharing Response Differences Between Broad-Purpose and Dedicated Online Social PlatformsProceedings of the ACM on Human-Computer Interaction10.1145/36868988:CSCW2(1-37)Online publication date: 8-Nov-2024
https://dl.acm.org/doi/10.1145/3686898
Yan DBourgeois JKortuem G(2024)Say You, Say Me: Investigating the Personal insights Generated from One's Own data and Other's dataProceedings of the 13th Nordic Conference on Human-Computer Interaction10.1145/3679318.3685345(1-14)Online publication date: 13-Oct-2024
https://dl.acm.org/doi/10.1145/3679318.3685345
Saksono HParker A(2024)Socio-Cognitive Framework for Personal Informatics: A Preliminary Framework for Socially-Enabled Health TechnologiesACM Transactions on Computer-Human Interaction10.1145/367450431:3(1-41)Online publication date: 30-Jun-2024
https://dl.acm.org/doi/10.1145/3674504
Silva LCibrian FBonang CBhattacharya AMin AMonteiro EBeltran JSchuck SLakes KHayes GEpstein D(2024)Co-Designing Situated Displays for Family Co-Regulation with ADHD ChildrenProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642745(1-19)Online publication date: 11-May-2024
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Lu XPowell JAgapie EChen YEpstein D(2024)Unpacking the Lived Experience of Collaborative Pregnancy TrackingProceedings of the 2024 CHI Conference on Human Factors in Computing Systems10.1145/3613904.3642652(1-17)Online publication date: 11-May-2024
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Sabri NChen BTeoh ADow SVaccaro KElsherief M(2023)Challenges of Moderating Social Virtual RealityProceedings of the 2023 CHI Conference on Human Factors in Computing Systems10.1145/3544548.3581329(1-20)Online publication date: 19-Apr-2023
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Wang DChheang MJi SMohta REpstein D(2022)SnapPI: Understanding Everyday Use of Personal Informatics Data Stickers on Ephemeral Social MediaProceedings of the ACM on Human-Computer Interaction10.1145/35556526:CSCW2(1-27)Online publication date: 11-Nov-2022
https://dl.acm.org/doi/10.1145/3555652
Epstein DLiu FMonroy-Hernández AWang D(2022)Revisiting Piggyback Prototyping: Examining Benefits and Tradeoffs in Extending Existing Social Computing SystemsProceedings of the ACM on Human-Computer Interaction10.1145/35555576:CSCW2(1-28)Online publication date: 11-Nov-2022
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Coşkun AKarahanoğlu A(2022)Data Sensemaking in Self-Tracking: Towards a New Generation of Self-Tracking ToolsInternational Journal of Human–Computer Interaction10.1080/10447318.2022.207563739:12(2339-2360)Online publication date: 26-May-2022
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