This paper is in the following e-collection/theme issue:

New Methods (946) Innovations and Technology for Physical Activity Education (743) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1643) Infodemiology and Infoveillance (1350)

Published on in Vol 23, No 4 (2021): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/20954, first published .
The Feasibility of Using Instagram Data to Predict Exercise Identity and Physical Activity Levels: Cross-sectional Observational Study

The Feasibility of Using Instagram Data to Predict Exercise Identity and Physical Activity Levels: Cross-sectional Observational Study

The Feasibility of Using Instagram Data to Predict Exercise Identity and Physical Activity Levels: Cross-sectional Observational Study

Authors of this article:

Sam Liu1 Author Orcid Image ;   Megan Perdew1 Author Orcid Image ;   Alexander Lithopoulos1 Author Orcid Image ;   Ryan E Rhodes1, 2 Author Orcid Image
Article Authors Cited by (10) Tweetations (4) Metrics

Journals

  1. Huang G, Sun M, Jiang L. Core social network size is associated with physical activity participation for fitness app users: The role of social comparison and social support. Computers in Human Behavior 2022;129:107169 View
  2. Sun P, Lu W, Jin L. How the natural environment in downtown neighborhood affects physical activity and sentiment: Using social media data and machine learning. Health & Place 2023;79:102968 View
  3. Yao Lin X, Lachman M. Associations Between Social Media Use, Physical Activity, and Emotional Well-Being From the Midlife in the United States Refresher Daily Diary Study. Journal of Aging and Physical Activity 2022;30(5):778 View
  4. Tricás-Vidal H, Vidal-Peracho M, Lucha-López M, Hidalgo-García C, Monti-Ballano S, Márquez-Gonzalvo S, Tricás-Moreno J. Impact of Fitness Influencers on the Level of Physical Activity Performed by Instagram Users in the United States of America: Analytical Cross-Sectional Study. International Journal of Environmental Research and Public Health 2022;19(21):14258 View
  5. Guetz B, Bidmon S. The Impact of Social Influence on the Intention to Use Physician Rating Websites: Moderated Mediation Analysis Using a Mixed Methods Approach. Journal of Medical Internet Research 2022;24(11):e37505 View
  6. Tricás-Vidal H, Vidal-Peracho M, Lucha-López M, Hidalgo-García C, Monti-Ballano S, Márquez-Gonzalvo S, Tricás-Moreno J. Association between Body Mass Index and the Use of Digital Platforms to Record Food Intake: Cross-Sectional Analysis. Applied Sciences 2022;12(23):12144 View
  7. Sun P, Zhao H, Lu W. How urban environments affect public sentiment and physical activity using a cognitive computing framework. Frontiers of Architectural Research 2024;13(5):946 View
  8. Brown D, Meca A. An Examination of the Psychometric Properties of the Exercise Identity Scale and Its Adaptation to Physical Activity. Measurement in Physical Education and Exercise Science 2024:1 View

Books/Policy Documents

  1. Murmu C. HCI International 2023 Posters. View