Data-Analytics Based Coaching Towards Behavior Change for Dental Hygiene
Within the vision of Ambient Intelligence it is assumed that future electronic systems will be embedded into our lives and have different levels of intelligence. One class of systems that has reached such levels of embedding and intelligence are coaching systems for behavioral change. In this paper the findings of a field study are presented in which a coaching system is driven by data-analytics from sensor data. The study provides some first evidence that such coaching system is effective in guiding people to change their behavior. Additional, the study results enable the formulation of a statistical relationship between the test participant’s behaviors and the achieved adherence to the coaching target.
- 2.Aarts, E., Harwig, R., Schuurmans, M.: Ambient Intelligence, The Invisible Future: The Seamless Integration of Technology into Everyday Life. McGraw-Hill Inc, New York (2001)Google Scholar
- 3.Aarts, E., de Ruyter, B.: New research perspectives on Ambient Intelligence. J. Ambient Intell. Smart Environ. 1(1), 5–14 (2009)Google Scholar
- 4.Bandura, A.: Social Learning Theory. Prentice Hall, Englewood Cliffs (1977)Google Scholar
- 5.Bandura, A.: Self-Efficacy: The Exercise of Control. Freeman, New York (1997)Google Scholar
- 9.Fisher, W., Fisher, J., Harman, J.: The information-motivation-behavioral skills model: a general social psychological approach to understanding and promoting health behavior. In: Suls, J., Wallston, K. (eds.) Social Psychological Foundations of Health and Illness, pp. 82–106. Blackwell Publishing Ltd., Malden (2003)CrossRefGoogle Scholar
- 12.Leventhal, H., Benyamini, Y., Brownlee, S., Diefenbach, M., Leventhal, E.A., Patrick-Miller, L.: Illness representations: theoretical foundations. In: Petrie, K.J., Weinman, J.A. (eds.) Perceptions of Health and Illness. Harwood, Amsterdam (1997)Google Scholar