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Embodied Conversational Agent Appearance for Health Assessment of Older Adults: Explorative Study

BACKGROUND: Embodied conversational agents (ECAs) have great potential for health apps but are rarely investigated as part of such apps. To promote the uptake of health apps, we need to understand how the design of ECAs can influence the preferences, motivation, and behavior of users. OBJECTIVE: Thi...

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Autores principales: ter Stal, Silke, Broekhuis, Marijke, van Velsen, Lex, Hermens, Hermie, Tabak, Monique
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7501582/
https://www.ncbi.nlm.nih.gov/pubmed/32886068
http://dx.doi.org/10.2196/19987
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author ter Stal, Silke
Broekhuis, Marijke
van Velsen, Lex
Hermens, Hermie
Tabak, Monique
author_facet ter Stal, Silke
Broekhuis, Marijke
van Velsen, Lex
Hermens, Hermie
Tabak, Monique
author_sort ter Stal, Silke
collection PubMed
description BACKGROUND: Embodied conversational agents (ECAs) have great potential for health apps but are rarely investigated as part of such apps. To promote the uptake of health apps, we need to understand how the design of ECAs can influence the preferences, motivation, and behavior of users. OBJECTIVE: This is one of the first studies that investigates how the appearance of an ECA implemented within a health app affects users’ likeliness of following agent advice, their perception of agent characteristics, and their feeling of rapport. In addition, we assessed usability and intention to use. METHODS: The ECA was implemented within a frailty assessment app in which three health questionnaires were translated into agent dialogues. In a within-subject experiment, questionnaire dialogues were randomly offered by a young female agent or an older male agent. Participants were asked to think aloud during interaction. Afterward, they rated the likeliness of following the agent’s advice, agent characteristics, rapport, usability, and intention to use and participated in a semistructured interview. RESULTS: A total of 20 older adults (72.2 [SD 3.5] years) participated. The older male agent was perceived as more authoritative than the young female agent (P=.03), but no other differences were found. The app scored high on usability (median 6.1) and intention to use (median 6.0). Participants indicated they did not see an added value of the agent to the health app. CONCLUSIONS: Agent age and gender little influence users’ impressions after short interaction but remain important at first glance to lower the threshold to interact with the agent. Thus, it is important to take the design of ECAs into account when implementing them into health apps.
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spelling pubmed-75015822020-09-30 Embodied Conversational Agent Appearance for Health Assessment of Older Adults: Explorative Study ter Stal, Silke Broekhuis, Marijke van Velsen, Lex Hermens, Hermie Tabak, Monique JMIR Hum Factors Original Paper BACKGROUND: Embodied conversational agents (ECAs) have great potential for health apps but are rarely investigated as part of such apps. To promote the uptake of health apps, we need to understand how the design of ECAs can influence the preferences, motivation, and behavior of users. OBJECTIVE: This is one of the first studies that investigates how the appearance of an ECA implemented within a health app affects users’ likeliness of following agent advice, their perception of agent characteristics, and their feeling of rapport. In addition, we assessed usability and intention to use. METHODS: The ECA was implemented within a frailty assessment app in which three health questionnaires were translated into agent dialogues. In a within-subject experiment, questionnaire dialogues were randomly offered by a young female agent or an older male agent. Participants were asked to think aloud during interaction. Afterward, they rated the likeliness of following the agent’s advice, agent characteristics, rapport, usability, and intention to use and participated in a semistructured interview. RESULTS: A total of 20 older adults (72.2 [SD 3.5] years) participated. The older male agent was perceived as more authoritative than the young female agent (P=.03), but no other differences were found. The app scored high on usability (median 6.1) and intention to use (median 6.0). Participants indicated they did not see an added value of the agent to the health app. CONCLUSIONS: Agent age and gender little influence users’ impressions after short interaction but remain important at first glance to lower the threshold to interact with the agent. Thus, it is important to take the design of ECAs into account when implementing them into health apps. JMIR Publications 2020-09-04 /pmc/articles/PMC7501582/ /pubmed/32886068 http://dx.doi.org/10.2196/19987 Text en ©Silke ter Stal, Marijke Broekhuis, Lex van Velsen, Hermie Hermens, Monique Tabak. Originally published in JMIR Human Factors (http://humanfactors.jmir.org), 04.09.2020. https://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Human Factors, is properly cited. The complete bibliographic information, a link to the original publication on http://humanfactors.jmir.org, as well as this copyright and license information must be included.
spellingShingle Original Paper
ter Stal, Silke
Broekhuis, Marijke
van Velsen, Lex
Hermens, Hermie
Tabak, Monique
Embodied Conversational Agent Appearance for Health Assessment of Older Adults: Explorative Study
title Embodied Conversational Agent Appearance for Health Assessment of Older Adults: Explorative Study
title_full Embodied Conversational Agent Appearance for Health Assessment of Older Adults: Explorative Study
title_fullStr Embodied Conversational Agent Appearance for Health Assessment of Older Adults: Explorative Study
title_full_unstemmed Embodied Conversational Agent Appearance for Health Assessment of Older Adults: Explorative Study
title_short Embodied Conversational Agent Appearance for Health Assessment of Older Adults: Explorative Study
title_sort embodied conversational agent appearance for health assessment of older adults: explorative study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7501582/
https://www.ncbi.nlm.nih.gov/pubmed/32886068
http://dx.doi.org/10.2196/19987
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