TY - GEN
T1 - Towards personalizing participation in health studies
AU - Manea, Vlad
AU - Elbeyi, Semahat Ece
AU - Wac, Katarzyna
PY - 2019/10/15
Y1 - 2019/10/15
N2 - There is substantial evidence on the relevant factors that motivate participation in human subject studies and the expectations of participants when sharing their health data for research. However, most human subject studies focus on participant eligibility and data collection, omitting even a rudimentary use of the factors that motivate participation. We illustrate an approach to use motivation to construct personalized stories and exemplify it by using a chatbot under development towards monitoring, analyzing, and influencing health study participation, engagement, and retention. Additionally, we discuss the new advantages, challenges, and unexplored avenues for research stemming from our approach.
AB - There is substantial evidence on the relevant factors that motivate participation in human subject studies and the expectations of participants when sharing their health data for research. However, most human subject studies focus on participant eligibility and data collection, omitting even a rudimentary use of the factors that motivate participation. We illustrate an approach to use motivation to construct personalized stories and exemplify it by using a chatbot under development towards monitoring, analyzing, and influencing health study participation, engagement, and retention. Additionally, we discuss the new advantages, challenges, and unexplored avenues for research stemming from our approach.
KW - Chatbot
KW - Health study
KW - Participation motivation assessment
UR - http://www.scopus.com/inward/record.url?scp=85074860258&partnerID=8YFLogxK
U2 - 10.1145/3347444.3356241
DO - 10.1145/3347444.3356241
M3 - Article in proceedings
T3 - HealthMedia 2019 - Proceedings of the 4th International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2019
SP - 32
EP - 39
BT - HealthMedia 2019 - Proceedings of the 4th International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2019
PB - Association for Computing Machinery, Inc.
T2 - 4th International Workshop for Multimedia for Personal Health and Health Care, HealthMedia 2019, in conjunction with ACM Multimedia 2019
Y2 - 21 October 2019
ER -