Cargando…

Embodied Conversational Agents for Patients With Dementia: Thematic Literature Analysis

BACKGROUND: As the world’s population rapidly ages, the number of older adults with cognitive impairment will also increase. Several studies have identified numerous complex needs of people with dementia, which assistive technologies still fail to support. Recent trends have led to an increasing foc...

Descripción completa

Detalles Bibliográficos
Autores principales: Rampioni, Margherita, Stara, Vera, Felici, Elisa, Rossi, Lorena, Paolini, Susy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8325086/
https://www.ncbi.nlm.nih.gov/pubmed/34269686
http://dx.doi.org/10.2196/25381
_version_ 1783731497484681216
author Rampioni, Margherita
Stara, Vera
Felici, Elisa
Rossi, Lorena
Paolini, Susy
author_facet Rampioni, Margherita
Stara, Vera
Felici, Elisa
Rossi, Lorena
Paolini, Susy
author_sort Rampioni, Margherita
collection PubMed
description BACKGROUND: As the world’s population rapidly ages, the number of older adults with cognitive impairment will also increase. Several studies have identified numerous complex needs of people with dementia, which assistive technologies still fail to support. Recent trends have led to an increasing focus on the use of embodied conversational agents (ECAs) as virtual entities able to interact with a person through natural and familiar verbal and nonverbal communication. The use of ECAs could improve the accessibility and acceptance of assistive technologies matching those high-level needs that are not well covered to date. OBJECTIVE: The aim of this thematic literature analysis was to map current studies in the field of designing ECAs for patients with dementia in order to identify the existing research trend and possible gaps that need to be covered in the near future. The review questions in this study were as follows: (1) what research frameworks are used to study the interaction between patients with dementia and ECAs? (2) what are the findings? and (3) what are the barriers reported in these studies? METHODS: Separate literature searches were conducted in PubMed, Web of Science, Scopus, and Embase databases by using specific umbrella phrases to target the population (patients with dementia) and the technology-based intervention (embodied conversational agent). Studies that met the inclusion criteria were appraised through the Mixed Methods Appraisal Tool and then discussed in a thematic analysis. RESULTS: The search process identified 115 records from the databases and study references. After duplicates (n=45) were removed, 70 papers remained for the initial screening. A total of 7 studies were finally included in the qualitative synthesis. A thematic analysis of the reviewed studies identified major themes and subthemes: the research frameworks used to gather users’ perspectives on ECAs (theme 1), the insights shared by the 7 studies as well as the value of user involvement in the development phases and the challenge of matching the system functionalities with the users’ needs (theme 2), and the main methodological and technical problems faced by each study team (theme 3). CONCLUSIONS: Our thematic literature analysis shows that the field of ECAs is novel and poorly discussed in the scientific community and that more sophisticated study designs and proofs of efficacy of the approach are required. Therefore, by analyzing the main topic of the narrative review, this study underscores the challenge of synchronizing and harmonizing knowledge, efforts, and challenges in the dementia care field and its person-centered paradigm through the user-centered design approach. Enabling strict collaboration between interdisciplinary research networks, medical scientists, technology developers, patients, and their formal and informal caregivers is still a great challenge in the field of technologies for older adults.
format Online
Article
Text
id pubmed-8325086
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher JMIR Publications
record_format MEDLINE/PubMed
spelling pubmed-83250862021-08-25 Embodied Conversational Agents for Patients With Dementia: Thematic Literature Analysis Rampioni, Margherita Stara, Vera Felici, Elisa Rossi, Lorena Paolini, Susy JMIR Mhealth Uhealth Review BACKGROUND: As the world’s population rapidly ages, the number of older adults with cognitive impairment will also increase. Several studies have identified numerous complex needs of people with dementia, which assistive technologies still fail to support. Recent trends have led to an increasing focus on the use of embodied conversational agents (ECAs) as virtual entities able to interact with a person through natural and familiar verbal and nonverbal communication. The use of ECAs could improve the accessibility and acceptance of assistive technologies matching those high-level needs that are not well covered to date. OBJECTIVE: The aim of this thematic literature analysis was to map current studies in the field of designing ECAs for patients with dementia in order to identify the existing research trend and possible gaps that need to be covered in the near future. The review questions in this study were as follows: (1) what research frameworks are used to study the interaction between patients with dementia and ECAs? (2) what are the findings? and (3) what are the barriers reported in these studies? METHODS: Separate literature searches were conducted in PubMed, Web of Science, Scopus, and Embase databases by using specific umbrella phrases to target the population (patients with dementia) and the technology-based intervention (embodied conversational agent). Studies that met the inclusion criteria were appraised through the Mixed Methods Appraisal Tool and then discussed in a thematic analysis. RESULTS: The search process identified 115 records from the databases and study references. After duplicates (n=45) were removed, 70 papers remained for the initial screening. A total of 7 studies were finally included in the qualitative synthesis. A thematic analysis of the reviewed studies identified major themes and subthemes: the research frameworks used to gather users’ perspectives on ECAs (theme 1), the insights shared by the 7 studies as well as the value of user involvement in the development phases and the challenge of matching the system functionalities with the users’ needs (theme 2), and the main methodological and technical problems faced by each study team (theme 3). CONCLUSIONS: Our thematic literature analysis shows that the field of ECAs is novel and poorly discussed in the scientific community and that more sophisticated study designs and proofs of efficacy of the approach are required. Therefore, by analyzing the main topic of the narrative review, this study underscores the challenge of synchronizing and harmonizing knowledge, efforts, and challenges in the dementia care field and its person-centered paradigm through the user-centered design approach. Enabling strict collaboration between interdisciplinary research networks, medical scientists, technology developers, patients, and their formal and informal caregivers is still a great challenge in the field of technologies for older adults. JMIR Publications 2021-07-16 /pmc/articles/PMC8325086/ /pubmed/34269686 http://dx.doi.org/10.2196/25381 Text en ©Margherita Rampioni, Vera Stara, Elisa Felici, Lorena Rossi, Susy Paolini. Originally published in JMIR mHealth and uHealth (https://mhealth.jmir.org), 16.07.2021. 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 mHealth and uHealth, is properly cited. The complete bibliographic information, a link to the original publication on https://mhealth.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Review
Rampioni, Margherita
Stara, Vera
Felici, Elisa
Rossi, Lorena
Paolini, Susy
Embodied Conversational Agents for Patients With Dementia: Thematic Literature Analysis
title Embodied Conversational Agents for Patients With Dementia: Thematic Literature Analysis
title_full Embodied Conversational Agents for Patients With Dementia: Thematic Literature Analysis
title_fullStr Embodied Conversational Agents for Patients With Dementia: Thematic Literature Analysis
title_full_unstemmed Embodied Conversational Agents for Patients With Dementia: Thematic Literature Analysis
title_short Embodied Conversational Agents for Patients With Dementia: Thematic Literature Analysis
title_sort embodied conversational agents for patients with dementia: thematic literature analysis
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8325086/
https://www.ncbi.nlm.nih.gov/pubmed/34269686
http://dx.doi.org/10.2196/25381
work_keys_str_mv AT rampionimargherita embodiedconversationalagentsforpatientswithdementiathematicliteratureanalysis
AT staravera embodiedconversationalagentsforpatientswithdementiathematicliteratureanalysis
AT felicielisa embodiedconversationalagentsforpatientswithdementiathematicliteratureanalysis
AT rossilorena embodiedconversationalagentsforpatientswithdementiathematicliteratureanalysis
AT paolinisusy embodiedconversationalagentsforpatientswithdementiathematicliteratureanalysis