TY - GEN
T1 - Evaluation of a personalized coaching system for physical activity
T2 - 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2017
AU - Mollee, Julia S.
AU - Middelweerd, Anouk
AU - te Velde, Saskia J.
AU - Klein, Michel C. A.
PY - 2017
Y1 - 2017
N2 - 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.
AB - 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.
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85116341280&origin=inward
U2 - 10.1145/3154862.3154933
DO - 10.1145/3154862.3154933
M3 - Conference contribution
SN - 9781450363631
T3 - PervasiveHealth: Pervasive Computing Technologies for Healthcare
SP - 315
EP - 324
BT - Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2017
A2 - Oliver, Nuria
PB - Association for Computing Machinery
Y2 - 23 May 2017 through 26 May 2017
ER -