Enhancing physical activity through context-aware coaching
| Autor: | Dantzig, S. van, Bulut, M., Krans, M., Lans, A. van der, Ruyter, B.E.R. de, Minsky, N., Osmani, V. |
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| Přispěvatelé: | Minsky, N., Osmani, V. |
| Rok vydání: | 2018 |
| Předmět: |
Smart phone
business.industry Control (management) Behavior change Applied psychology education Physical activity Psychological intervention 030209 endocrinology & metabolism Context (language use) Cognitive artificial intelligence Coaching 03 medical and health sciences Brain Networks and Neuronal Communication [DI-BCB_DCC_Theme 4] 0302 clinical medicine Step count 030212 general & internal medicine business Psychology human activities |
| Zdroj: | Minsky, N.; Osmani, V. (ed.), Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, pp. 187-190 PervasiveHealth Minsky, N.; Osmani, V. (ed.), Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, 187-190. New York, NY : ACM STARTPAGE=187;ENDPAGE=190;TITLE=Minsky, N.; Osmani, V. (ed.), Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare |
| DOI: | 10.1145/3240925.3240928 |
| Popis: | Item does not contain fulltext We present the methodology and results of a field study on the effectiveness of personalized, context-aware coaching. The study consisted of a two-week calibration period, a coaching week and a fade out week. During the whole study, participants' step count and location was monitored continuously. In the coaching week, participants received a daily personalized step target and were coached through a custom-made smart phone app to reach this target. Participants in the context-aware condition received personalized, context-aware coaching messages in real-time, while participants in the control condition only received messages offering general advice, delivered at fixed, predefined moments. The results of this field study suggest that context-aware coaching is effective, even though the difference between the control and context-aware participants was not statistically significant. Moreover, context-aware coaching was appreciated by participants. Based on their feedback provided during exit interviews, guidelines for the development of context-aware e-coaching interventions were formulated. PervasiveHealth '18: Proceedings of the 12th EAI International Conference on Pervasive Computing Technologies for Healthcare, New York, May 21 - 24, 2018 |
| Databáze: | OpenAIRE |
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