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Efficacy and causal mechanism of an online social media intervention to increase physical activity: Results of a randomized controlled trial

Objective: To identify what features of social media – promotional messaging or peer networks – can increase physical activity. Method: A 13-week social media-based exercise program was conducted at a large Northeastern university in Philadelphia, PA. In a randomized controlled trial, 217 graduate s...

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Detalles Bibliográficos
Autores principales: Zhang, Jingwen, Brackbill, Devon, Yang, Sijia, Centola, Damon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4721409/
https://www.ncbi.nlm.nih.gov/pubmed/26844132
http://dx.doi.org/10.1016/j.pmedr.2015.08.005
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author Zhang, Jingwen
Brackbill, Devon
Yang, Sijia
Centola, Damon
author_facet Zhang, Jingwen
Brackbill, Devon
Yang, Sijia
Centola, Damon
author_sort Zhang, Jingwen
collection PubMed
description Objective: To identify what features of social media – promotional messaging or peer networks – can increase physical activity. Method: A 13-week social media-based exercise program was conducted at a large Northeastern university in Philadelphia, PA. In a randomized controlled trial, 217 graduate students from the University were randomized to three conditions: a control condition with a basic online program for enrolling in weekly exercise classes led by instructors of the University for 13 weeks, a media condition that supplemented the basic program with weekly online promotional media messages that encourage physical activity, and a social condition that replaced the media content with an online network of four to six anonymous peers composed of other participants of the program, in which each participant was able to see their peers' progress in enrolling in classes. The primary outcome was the number of enrollments in exercise classes, and the secondary outcomes were self-reported physical activities. Data were collected in 2014. Results: Participants enrolled in 5.5 classes on average. Compared with enrollment in the control condition (mean = 4.5), promotional messages moderately increased enrollment (mean = 5.7, p = 0.08), while anonymous social networks significantly increased enrollment (mean = 6.3, p = 0.02). By the end of the program, participants in the social condition reported exercising moderately for an additional 1.6 days each week compared with the baseline, which was significantly more than an additional 0.8 days in the control condition. Conclusion: Social influence from anonymous online peers was more successful than promotional messages for improving physical activity. Clinical Trial Registration: ClinicalTrials.gov: NCT02267369.
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spelling pubmed-47214092016-02-03 Efficacy and causal mechanism of an online social media intervention to increase physical activity: Results of a randomized controlled trial Zhang, Jingwen Brackbill, Devon Yang, Sijia Centola, Damon Prev Med Rep Regular Article Objective: To identify what features of social media – promotional messaging or peer networks – can increase physical activity. Method: A 13-week social media-based exercise program was conducted at a large Northeastern university in Philadelphia, PA. In a randomized controlled trial, 217 graduate students from the University were randomized to three conditions: a control condition with a basic online program for enrolling in weekly exercise classes led by instructors of the University for 13 weeks, a media condition that supplemented the basic program with weekly online promotional media messages that encourage physical activity, and a social condition that replaced the media content with an online network of four to six anonymous peers composed of other participants of the program, in which each participant was able to see their peers' progress in enrolling in classes. The primary outcome was the number of enrollments in exercise classes, and the secondary outcomes were self-reported physical activities. Data were collected in 2014. Results: Participants enrolled in 5.5 classes on average. Compared with enrollment in the control condition (mean = 4.5), promotional messages moderately increased enrollment (mean = 5.7, p = 0.08), while anonymous social networks significantly increased enrollment (mean = 6.3, p = 0.02). By the end of the program, participants in the social condition reported exercising moderately for an additional 1.6 days each week compared with the baseline, which was significantly more than an additional 0.8 days in the control condition. Conclusion: Social influence from anonymous online peers was more successful than promotional messages for improving physical activity. Clinical Trial Registration: ClinicalTrials.gov: NCT02267369. Elsevier 2015-08-13 /pmc/articles/PMC4721409/ /pubmed/26844132 http://dx.doi.org/10.1016/j.pmedr.2015.08.005 Text en © 2015 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Regular Article
Zhang, Jingwen
Brackbill, Devon
Yang, Sijia
Centola, Damon
Efficacy and causal mechanism of an online social media intervention to increase physical activity: Results of a randomized controlled trial
title Efficacy and causal mechanism of an online social media intervention to increase physical activity: Results of a randomized controlled trial
title_full Efficacy and causal mechanism of an online social media intervention to increase physical activity: Results of a randomized controlled trial
title_fullStr Efficacy and causal mechanism of an online social media intervention to increase physical activity: Results of a randomized controlled trial
title_full_unstemmed Efficacy and causal mechanism of an online social media intervention to increase physical activity: Results of a randomized controlled trial
title_short Efficacy and causal mechanism of an online social media intervention to increase physical activity: Results of a randomized controlled trial
title_sort efficacy and causal mechanism of an online social media intervention to increase physical activity: results of a randomized controlled trial
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4721409/
https://www.ncbi.nlm.nih.gov/pubmed/26844132
http://dx.doi.org/10.1016/j.pmedr.2015.08.005
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