Analysis and Evaluation of Social Contagion of Physical Activity in a Group of Young Adults

E. Fernandes de Mello Araujo, A.V.T.T. Tran, J.S. Mollee, M.C.A. Klein

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

It is known that opinions, attitudes and emotions spread through social networks. Several of these cognitions influence behavioral choices. Therefore, it is assumed that the level of physical activity of a person is influenced by the activity levels of the people in its social network. We have performed an experiment with 20 participants between 19 and 28 years old, measuring their physical activity levels for 30 days, in order to observe if there is a contagion effect due to the relationships in the social network. Using our social contagion model, we investigated if people will become more or less active according to the contacts with their peers within the network. Our model correctly predicts the direction of the change (increasing or decreasing) in 80% up to 87% of the cases investigated.
LanguageEnglish
Title of host publicationProceedings of the ASE BigData & SocialInformatics 2015
DOIs
Publication statusPublished - 2015
EventASE BigData & SocialInformatics 2015 -
Duration: 1 Jan 20151 Jan 2015

Conference

ConferenceASE BigData & SocialInformatics 2015
Period1/01/151/01/15

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evaluation
emotions
cognition

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Fernandes de Mello Araujo, E. ; Tran, A.V.T.T. ; Mollee, J.S. ; Klein, M.C.A. / Analysis and Evaluation of Social Contagion of Physical Activity in a Group of Young Adults. Proceedings of the ASE BigData & SocialInformatics 2015. 2015.
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title = "Analysis and Evaluation of Social Contagion of Physical Activity in a Group of Young Adults",
abstract = "It is known that opinions, attitudes and emotions spread through social networks. Several of these cognitions influence behavioral choices. Therefore, it is assumed that the level of physical activity of a person is influenced by the activity levels of the people in its social network. We have performed an experiment with 20 participants between 19 and 28 years old, measuring their physical activity levels for 30 days, in order to observe if there is a contagion effect due to the relationships in the social network. Using our social contagion model, we investigated if people will become more or less active according to the contacts with their peers within the network. Our model correctly predicts the direction of the change (increasing or decreasing) in 80{\%} up to 87{\%} of the cases investigated.",
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Fernandes de Mello Araujo, E, Tran, AVTT, Mollee, JS & Klein, MCA 2015, Analysis and Evaluation of Social Contagion of Physical Activity in a Group of Young Adults. in Proceedings of the ASE BigData & SocialInformatics 2015. ASE BigData & SocialInformatics 2015, 1/01/15. https://doi.org/10.1145/2818869.2818922

Analysis and Evaluation of Social Contagion of Physical Activity in a Group of Young Adults. / Fernandes de Mello Araujo, E.; Tran, A.V.T.T.; Mollee, J.S.; Klein, M.C.A.

Proceedings of the ASE BigData & SocialInformatics 2015. 2015.

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

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