Online sharing of physical activity: does it accelerate the impact of a health promotion program?

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

Abstract

Influence on health behavior from peers is well known and it has been shown that participants in an online physical activity promotion program are generally more successful when they share their achievements through an online community. However, more detailed insights are needed into the mechanisms that explain the influence of a community on physical activity level (PAL). This paper discusses a detailed analysis of a data set of participants in an online physical activity promotion program. The analysis focuses on the comparison two groups of participants, namely participants who will join a community at some point in time and participants who will never join a community. A well-balanced selection is made to eliminate to a large extent factors that dilute the effect of the willingness to partake in a community. We create statistical models that describe the PAL increase at the end of the program. A comparison of these models shows that participants that will participate in a community not only have a higher PAL at the start of the program, but also that the PAL increase is significantly greater compared to participants that will not members. The results further support the hypothesis that the possibility to share achievements is an important feature of successful health promotion programs. At the same time, it raises the question whether part of the success is caused by a selection bias, as people that are willing to participate in a community are already more active at the start.
Original languageEnglish
Title of host publicationProceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016
EditorsZhipeng Cai, Rafal Angryk, Wenzhan Song, Yingshu Li, Xiaojun Cao, Anu Bourgeois, Guangchun Luo, Liang Cheng , Bhaskar Krishnamachari
PublisherInstitute of Electrical and Electronics Engineers, Inc.
Pages201-208
Number of pages8
ISBN (Electronic)9781509039364
DOIs
Publication statusPublished - 26 Oct 2016
Event6th IEEE International Conference on Big Data and Cloud Computing, BDCloud 2016, 9th IEEE International Conference on Social Computing and Networking, SocialCom 2016 and 2016 IEEE International Conference on Sustainable Computing and Communications, SustainCom 2016 - Atlanta, United States
Duration: 8 Oct 201610 Oct 2016

Conference

Conference6th IEEE International Conference on Big Data and Cloud Computing, BDCloud 2016, 9th IEEE International Conference on Social Computing and Networking, SocialCom 2016 and 2016 IEEE International Conference on Sustainable Computing and Communications, SustainCom 2016
CountryUnited States
CityAtlanta
Period8/10/1610/10/16

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health promotion
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community
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internet community
Physical activity
Health promotion
health behavior
trend
Statistical Models
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Keywords

  • Data analysis
  • Physical activity promotion
  • Social influence
  • Social networks

Cite this

Manzoor, A., Mollee, J. S., Fernandes de Mello Araujo, E., Klein, M. C. A., & van Halteren, A. T. (2016). Online sharing of physical activity: does it accelerate the impact of a health promotion program? In Z. Cai, R. Angryk, W. Song, Y. Li, X. Cao, A. Bourgeois, G. Luo, L. Cheng , ... B. Krishnamachari (Eds.), Proceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016 (pp. 201-208). [7723694] Institute of Electrical and Electronics Engineers, Inc.. https://doi.org/10.1109/BDCloud-SocialCom-SustainCom.2016.40
Manzoor, A. ; Mollee, J.S. ; Fernandes de Mello Araujo, E. ; Klein, M.C.A. ; van Halteren, A.T. / Online sharing of physical activity: does it accelerate the impact of a health promotion program?. Proceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016. editor / Zhipeng Cai ; Rafal Angryk ; Wenzhan Song ; Yingshu Li ; Xiaojun Cao ; Anu Bourgeois ; Guangchun Luo ; Liang Cheng ; Bhaskar Krishnamachari. Institute of Electrical and Electronics Engineers, Inc., 2016. pp. 201-208
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title = "Online sharing of physical activity: does it accelerate the impact of a health promotion program?",
abstract = "Influence on health behavior from peers is well known and it has been shown that participants in an online physical activity promotion program are generally more successful when they share their achievements through an online community. However, more detailed insights are needed into the mechanisms that explain the influence of a community on physical activity level (PAL). This paper discusses a detailed analysis of a data set of participants in an online physical activity promotion program. The analysis focuses on the comparison two groups of participants, namely participants who will join a community at some point in time and participants who will never join a community. A well-balanced selection is made to eliminate to a large extent factors that dilute the effect of the willingness to partake in a community. We create statistical models that describe the PAL increase at the end of the program. A comparison of these models shows that participants that will participate in a community not only have a higher PAL at the start of the program, but also that the PAL increase is significantly greater compared to participants that will not members. The results further support the hypothesis that the possibility to share achievements is an important feature of successful health promotion programs. At the same time, it raises the question whether part of the success is caused by a selection bias, as people that are willing to participate in a community are already more active at the start.",
keywords = "Data analysis, Physical activity promotion, Social influence, Social networks",
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year = "2016",
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booktitle = "Proceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016",
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Manzoor, A, Mollee, JS, Fernandes de Mello Araujo, E, Klein, MCA & van Halteren, AT 2016, Online sharing of physical activity: does it accelerate the impact of a health promotion program? in Z Cai, R Angryk, W Song, Y Li, X Cao, A Bourgeois, G Luo, L Cheng & B Krishnamachari (eds), Proceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016., 7723694, Institute of Electrical and Electronics Engineers, Inc., pp. 201-208, 6th IEEE International Conference on Big Data and Cloud Computing, BDCloud 2016, 9th IEEE International Conference on Social Computing and Networking, SocialCom 2016 and 2016 IEEE International Conference on Sustainable Computing and Communications, SustainCom 2016, Atlanta, United States, 8/10/16. https://doi.org/10.1109/BDCloud-SocialCom-SustainCom.2016.40

Online sharing of physical activity: does it accelerate the impact of a health promotion program? / Manzoor, A.; Mollee, J.S.; Fernandes de Mello Araujo, E.; Klein, M.C.A.; van Halteren, A.T.

Proceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016. ed. / Zhipeng Cai; Rafal Angryk; Wenzhan Song; Yingshu Li; Xiaojun Cao; Anu Bourgeois; Guangchun Luo; Liang Cheng ; Bhaskar Krishnamachari. Institute of Electrical and Electronics Engineers, Inc., 2016. p. 201-208 7723694.

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

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Manzoor A, Mollee JS, Fernandes de Mello Araujo E, Klein MCA, van Halteren AT. Online sharing of physical activity: does it accelerate the impact of a health promotion program? In Cai Z, Angryk R, Song W, Li Y, Cao X, Bourgeois A, Luo G, Cheng L, Krishnamachari B, editors, Proceedings - 2016 IEEE International Conferences on Big Data and Cloud Computing, BDCloud 2016, Social Computing and Networking, SocialCom 2016 and Sustainable Computing and Communications, SustainCom 2016. Institute of Electrical and Electronics Engineers, Inc. 2016. p. 201-208. 7723694 https://doi.org/10.1109/BDCloud-SocialCom-SustainCom.2016.40