Evaluation of a personalized coaching system for physical activity: User appreciation and adherence

Julia S. Mollee, Anouk Middelweerd, Saskia J. te Velde, Michel C. A. Klein

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

Abstract

Physical inactivity is an increasingly serious global health problem, which implies a strong need for effective and engaging interventions. Smartphone technology offers new possibilities to address physical activity promotion. For app-based interventions to have an impact, both the effectiveness and user appreciation of the app are important. In this paper, we explore the user appreciation of the Active2Gether intervention, which offers personalized coaching to increase physical activity levels in daily life. The results are compared to the evaluation of a simplified version of the Active2Gether app (in which no coaching messages are sent) and the Fitbit app. Overall, the results reveal that users of a physical activity app appreciate a coaching feature to be included (on top of self-monitoring functionalities), but are also critical of how it is implemented (in terms of the number and content of the messages). The results also show that it is important to find a balance in the number of messages sent: Too many messages seem to be perceived as annoying, but on the other hand, such system-initiated user interaction seems to reduce dropout.
Original languageEnglish
Title of host publicationProceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2017
PublisherAssociation for Computing Machinery
Pages315-324
ISBN (Electronic)9781450363631
DOIs
Publication statusPublished - 2017
Event11th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2017 - Barcelona, Spain
Duration: 23 May 201726 May 2017

Publication series

NameACM International Conference Proceeding Series

Conference

Conference11th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2017
CountrySpain
CityBarcelona
Period23/05/201726/05/2017

Cite this

Mollee, J. S., Middelweerd, A., te Velde, S. J., & Klein, M. C. A. (2017). Evaluation of a personalized coaching system for physical activity: User appreciation and adherence. In Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2017 (pp. 315-324). (ACM International Conference Proceeding Series). Association for Computing Machinery. https://doi.org/10.1145/3154862.3154933
Mollee, Julia S. ; Middelweerd, Anouk ; te Velde, Saskia J. ; Klein, Michel C. A. / Evaluation of a personalized coaching system for physical activity: User appreciation and adherence. Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2017. Association for Computing Machinery, 2017. pp. 315-324 (ACM International Conference Proceeding Series).
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abstract = "Physical inactivity is an increasingly serious global health problem, which implies a strong need for effective and engaging interventions. Smartphone technology offers new possibilities to address physical activity promotion. For app-based interventions to have an impact, both the effectiveness and user appreciation of the app are important. In this paper, we explore the user appreciation of the Active2Gether intervention, which offers personalized coaching to increase physical activity levels in daily life. The results are compared to the evaluation of a simplified version of the Active2Gether app (in which no coaching messages are sent) and the Fitbit app. Overall, the results reveal that users of a physical activity app appreciate a coaching feature to be included (on top of self-monitoring functionalities), but are also critical of how it is implemented (in terms of the number and content of the messages). The results also show that it is important to find a balance in the number of messages sent: Too many messages seem to be perceived as annoying, but on the other hand, such system-initiated user interaction seems to reduce dropout.",
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Mollee, JS, Middelweerd, A, te Velde, SJ & Klein, MCA 2017, Evaluation of a personalized coaching system for physical activity: User appreciation and adherence. in Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2017. ACM International Conference Proceeding Series, Association for Computing Machinery, pp. 315-324, 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2017, Barcelona, Spain, 23/05/2017. https://doi.org/10.1145/3154862.3154933

Evaluation of a personalized coaching system for physical activity: User appreciation and adherence. / Mollee, Julia S.; Middelweerd, Anouk; te Velde, Saskia J.; Klein, Michel C. A.

Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2017. Association for Computing Machinery, 2017. p. 315-324 (ACM International Conference Proceeding Series).

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

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Mollee JS, Middelweerd A, te Velde SJ, Klein MCA. Evaluation of a personalized coaching system for physical activity: User appreciation and adherence. In Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2017. Association for Computing Machinery. 2017. p. 315-324. (ACM International Conference Proceeding Series). https://doi.org/10.1145/3154862.3154933