'Take Everything With a Pinch of Salt': Learning to Navigate Fitness on Social Media

Emerging evidence from other disciplines indicates that women's engagement with fitness content and communities on social media can have both positive and negative impacts, with particular concerns arising around misinformation, body image and privacy. To investigate this further, we conducted a three-step data collection process, including a qualitative survey (n=97), in depth interviews (n=17), and a process of shared looking (n=10) with our female participants. We then used thematic analysis to understand users' experiences navigating fitness content online. Our paper delineates three themes focusing on 1) Qualities and Characteristics of Trust, 2) Working with the Algorithm, and 3) Competence and Capacity for Control. Based on these findings, we present design considerations that might improve women's experience of navigating fitness content online.

Authors

Institutions

Publication Details

Journal
Proceedings of the ACM on Human-Computer Interaction
Published
2025-05-02
DOI
https://doi.org/10.1145/3711080
Primary Topic
Innovative Human-Technology Interaction
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

'Take Everything With a Pinch of Salt': Learning to Navigate Fitness on Social Media

John McCarthy, Sarah Foley, Kellie Morrissey, Doireann Peelo Dennehy et al.
Proceedings of the ACM on Human-Computer Interaction
Innovative Human-Technology Interaction
article

'Take Everything With a Pinch of Salt': Learning to Navigate Fitness on Social Media

John McCarthy, Sarah Foley, Kellie Morrissey, Doireann Peelo Dennehy, Stephanie Murphy
article en

Abstract

Emerging evidence from other disciplines indicates that women's engagement with fitness content and communities on social media can have both positive and negative impacts, with particular concerns arising around misinformation, body image and privacy. To investigate this further, we conducted a three-step data collection process, including a qualitative survey (n=97), in depth interviews (n=17), and a process of shared looking (n=10) with our female participants. We then used thematic analysis to understand users' experiences navigating fitness content online. Our paper delineates three themes focusing on 1) Qualities and Characteristics of Trust, 2) Working with the Algorithm, and 3) Competence and Capacity for Control. Based on these findings, we present design considerations that might improve women's experience of navigating fitness content online.

Proceedings of the ACM on Human-Computer InteractionVol. 9(2)
Science Foundation Ireland (IE), University College Cork (IE)
Gender equality
Openalex Percentile: Top 92%
Innovative Human-Technology Interaction
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.