Setting Physical Activity Goals with a Virtual Coach: Vicarious Experiences, Personalization and Acceptance

Setting Physical Activity Goals with a Virtual Coach: Vicarious Experiences, Personalization and Acceptance

Albers, N. (TU Delft Interactive Intelligence)
Hizli, B. (TU Delft Interactive Intelligence)
Scheltinga, Bouke (University of Twente)
Meijer, Eline (Leiden University Medical Center)
Brinkman, W.P. (TU Delft Interactive Intelligence)

2023

Goal-setting is often used in eHealth applications for behavior change as it motivates and helps to stay focused on a desired outcome. However, for goals to be effective, they need to meet criteria such as being specific, measurable, attainable, relevant and time-bound (SMART). Moreover, people need to be confident to reach their goal. We thus created a goal-setting dialog in which the virtual coach Jody guided people in setting SMART goals. Thereby, Jody provided personalized vicarious experiences by showing examples from other people who reached a goal to increase people’s confidence. These experiences were personalized, as it is helpful to observe a relatable other succeed. Data from an online study with a between-subjects with pre-post measurement design (n=39 participants) provide credible support that personalized experiences are seen as more motivating than generic ones. Motivational factors for participants included information about the goal, path to the goal, and the person who accomplished a goal, as well as the mere fact that a goal was reached. Participants also had a positive attitude toward Jody. We see these results as an indication that people are positive toward using a goal-setting dialog with a virtual coach in eHealth applications for behavior change. Moreover, contrary to hypothesized, our observed data give credible support that participants’ self-efficacy was lower after the dialog than before. These results warrant further research on how such dialogs affect self-efficacy, especially whether these lower post-measurements of self-efficacy are associated with people’s more realistic assessment of their abilities.

Goal-setting
Physical activity
Behavior change
Conversational agent
Self-efficacy
Motivation

http://resolver.tudelft.nl/uuid:71675914-46b9-4dfb-b805-917a441e61dc

https://doi.org/10.1007/s10916-022-01899-9

0148-5598

Journal of Medical Systems, 47 (1)

Institutional Repository

journal article

© 2023 N. Albers, B. Hizli, Bouke Scheltinga, Eline Meijer, W.P. Brinkman