Cargando…

Usability, Acceptability, and Effectiveness of Web-Based Conversational Agents to Facilitate Problem Solving in Older Adults: Controlled Study

BACKGROUND: The usability and effectiveness of conversational agents (chatbots) that deliver psychological therapies is under-researched. OBJECTIVE: This study aimed to compare the system usability, acceptability, and effectiveness in older adults of 2 Web-based conversational agents that differ in...

Descripción completa

Detalles Bibliográficos
Autores principales: Bennion, Matthew Russell, Hardy, Gillian E, Moore, Roger K, Kellett, Stephen, Millings, Abigail
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7287711/
https://www.ncbi.nlm.nih.gov/pubmed/32384055
http://dx.doi.org/10.2196/16794
_version_ 1783545111678812160
author Bennion, Matthew Russell
Hardy, Gillian E
Moore, Roger K
Kellett, Stephen
Millings, Abigail
author_facet Bennion, Matthew Russell
Hardy, Gillian E
Moore, Roger K
Kellett, Stephen
Millings, Abigail
author_sort Bennion, Matthew Russell
collection PubMed
description BACKGROUND: The usability and effectiveness of conversational agents (chatbots) that deliver psychological therapies is under-researched. OBJECTIVE: This study aimed to compare the system usability, acceptability, and effectiveness in older adults of 2 Web-based conversational agents that differ in theoretical orientation and approach. METHODS: In a randomized study, 112 older adults were allocated to 1 of the following 2 fully automated interventions: Manage Your Life Online (MYLO; ie, a chatbot that mimics a therapist using a method of levels approach) and ELIZA (a chatbot that mimics a therapist using a humanistic counseling approach). The primary outcome was problem distress and resolution, with secondary outcome measures of system usability and clinical outcome. RESULTS: MYLO participants spent significantly longer interacting with the conversational agent. Posthoc tests indicated that MYLO participants had significantly lower problem distress at follow-up. There were no differences between MYLO and ELIZA in terms of problem resolution. MYLO was rated as significantly more helpful and likely to be used again. System usability of both the conversational agents was associated with helpfulness of the agents and the willingness of the participants to reuse. Adherence was high. A total of 12% (7/59) of the MYLO group did not carry out their conversation with the chatbot. CONCLUSIONS: Controlled studies of chatbots need to be conducted in clinical populations across different age groups. The potential integration of chatbots into psychological care in routine services is discussed.
format Online
Article
Text
id pubmed-7287711
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher JMIR Publications
record_format MEDLINE/PubMed
spelling pubmed-72877112020-06-19 Usability, Acceptability, and Effectiveness of Web-Based Conversational Agents to Facilitate Problem Solving in Older Adults: Controlled Study Bennion, Matthew Russell Hardy, Gillian E Moore, Roger K Kellett, Stephen Millings, Abigail J Med Internet Res Original Paper BACKGROUND: The usability and effectiveness of conversational agents (chatbots) that deliver psychological therapies is under-researched. OBJECTIVE: This study aimed to compare the system usability, acceptability, and effectiveness in older adults of 2 Web-based conversational agents that differ in theoretical orientation and approach. METHODS: In a randomized study, 112 older adults were allocated to 1 of the following 2 fully automated interventions: Manage Your Life Online (MYLO; ie, a chatbot that mimics a therapist using a method of levels approach) and ELIZA (a chatbot that mimics a therapist using a humanistic counseling approach). The primary outcome was problem distress and resolution, with secondary outcome measures of system usability and clinical outcome. RESULTS: MYLO participants spent significantly longer interacting with the conversational agent. Posthoc tests indicated that MYLO participants had significantly lower problem distress at follow-up. There were no differences between MYLO and ELIZA in terms of problem resolution. MYLO was rated as significantly more helpful and likely to be used again. System usability of both the conversational agents was associated with helpfulness of the agents and the willingness of the participants to reuse. Adherence was high. A total of 12% (7/59) of the MYLO group did not carry out their conversation with the chatbot. CONCLUSIONS: Controlled studies of chatbots need to be conducted in clinical populations across different age groups. The potential integration of chatbots into psychological care in routine services is discussed. JMIR Publications 2020-05-27 /pmc/articles/PMC7287711/ /pubmed/32384055 http://dx.doi.org/10.2196/16794 Text en ©Matthew Russell Bennion, Gillian E Hardy, Roger K Moore, Stephen Kellett, Abigail Millings. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 27.05.2020. 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 the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on http://www.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Bennion, Matthew Russell
Hardy, Gillian E
Moore, Roger K
Kellett, Stephen
Millings, Abigail
Usability, Acceptability, and Effectiveness of Web-Based Conversational Agents to Facilitate Problem Solving in Older Adults: Controlled Study
title Usability, Acceptability, and Effectiveness of Web-Based Conversational Agents to Facilitate Problem Solving in Older Adults: Controlled Study
title_full Usability, Acceptability, and Effectiveness of Web-Based Conversational Agents to Facilitate Problem Solving in Older Adults: Controlled Study
title_fullStr Usability, Acceptability, and Effectiveness of Web-Based Conversational Agents to Facilitate Problem Solving in Older Adults: Controlled Study
title_full_unstemmed Usability, Acceptability, and Effectiveness of Web-Based Conversational Agents to Facilitate Problem Solving in Older Adults: Controlled Study
title_short Usability, Acceptability, and Effectiveness of Web-Based Conversational Agents to Facilitate Problem Solving in Older Adults: Controlled Study
title_sort usability, acceptability, and effectiveness of web-based conversational agents to facilitate problem solving in older adults: controlled study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7287711/
https://www.ncbi.nlm.nih.gov/pubmed/32384055
http://dx.doi.org/10.2196/16794
work_keys_str_mv AT bennionmatthewrussell usabilityacceptabilityandeffectivenessofwebbasedconversationalagentstofacilitateproblemsolvinginolderadultscontrolledstudy
AT hardygilliane usabilityacceptabilityandeffectivenessofwebbasedconversationalagentstofacilitateproblemsolvinginolderadultscontrolledstudy
AT moorerogerk usabilityacceptabilityandeffectivenessofwebbasedconversationalagentstofacilitateproblemsolvinginolderadultscontrolledstudy
AT kellettstephen usabilityacceptabilityandeffectivenessofwebbasedconversationalagentstofacilitateproblemsolvinginolderadultscontrolledstudy
AT millingsabigail usabilityacceptabilityandeffectivenessofwebbasedconversationalagentstofacilitateproblemsolvinginolderadultscontrolledstudy