Understanding effective coaching on healthy lifestyle by combining theory- and data-driven approaches

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2 Citaten (Scopus)
33 Downloads (Pure)

Samenvatting

. New wearable technologies such as health watches and smartphones
provide rich data and give the opportunity to learn about the user’s preference, traits, states and context. Our research aim is to uncover principles of effective coaching and to deliver personalized e-coaching applications in the domain of healthy lifestyle, by using both psychological theory and data science techniques. We believe the synergy of both fields will result in a deeper understanding of effective coaching. Theory provides plausibility criteria and ‘behavioral templates’ which help to understand the meaning of data. On the other hand, data can fine tune theory, especially in terms of studying individual differences and tailoring. Our research plans include a review of literature, interviews with health coaches and studying real life coaching data to generate hypotheses. Next, we plan to use adaptive tools in user trials, where both data-driven and theory-driven approaches can be combined.
Originele taal-2Engels
Pagina's26-29
Aantal pagina's4
StatusGepubliceerd - 5 apr 2016
Evenement11th International Conference on Persuasive Technology (PERSUASIVE 2016) - Salzburg, Oostenrijk
Duur: 5 apr 20167 apr 2016
Congresnummer: 11
http://persuasive2016.org/

Congres

Congres11th International Conference on Persuasive Technology (PERSUASIVE 2016)
Verkorte titelPERSUASIVE2016
Land/RegioOostenrijk
StadSalzburg
Periode5/04/167/04/16
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