Cargando…

Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review

BACKGROUND: People living in rural and remote areas have poorer access to mental health services than those living in cities. They are also less likely to seek help because of self-stigma and entrenched stoic beliefs about help seeking as a sign of weakness. E-mental health services can span great d...

Descripción completa

Detalles Bibliográficos
Autores principales: Dwyer, Anne, de Almeida Neto, Abílio, Estival, Dominique, Li, Weicong, Lam-Cassettari, Christa, Antoniou, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7946577/
https://www.ncbi.nlm.nih.gov/pubmed/33625373
http://dx.doi.org/10.2196/19478
_version_ 1783663081923018752
author Dwyer, Anne
de Almeida Neto, Abílio
Estival, Dominique
Li, Weicong
Lam-Cassettari, Christa
Antoniou, Mark
author_facet Dwyer, Anne
de Almeida Neto, Abílio
Estival, Dominique
Li, Weicong
Lam-Cassettari, Christa
Antoniou, Mark
author_sort Dwyer, Anne
collection PubMed
description BACKGROUND: People living in rural and remote areas have poorer access to mental health services than those living in cities. They are also less likely to seek help because of self-stigma and entrenched stoic beliefs about help seeking as a sign of weakness. E-mental health services can span great distances to reach those in need and offer a degree of privacy and anonymity exceeding that of traditional face-to-face counseling and open up possibilities for identifying at-risk individuals for targeted intervention. OBJECTIVE: This scoping review maps the research that has explored text-based e-mental health counseling services and studies that have used language use patterns to predict mental health status. In doing so, one of the aims was to determine whether text-based counseling services have the potential to circumvent the barriers faced by clients in rural and remote communities using technology and whether text-based communications, in particular, can be used to identify individuals at risk of psychological distress or self-harm. METHODS: We conducted a comprehensive electronic literature search of PsycINFO, PubMed, ERIC, and Web of Science databases for articles published in English through November 2020. RESULTS: Of the 9134 articles screened, 70 met the eligibility criteria and were included in the review. There is preliminary evidence to suggest that text-based, real-time communication with a qualified therapist is an effective form of e-mental health service delivery, particularly for individuals concerned with stigma and confidentiality. There is also converging evidence that text-based communications that have been analyzed using computational linguistic techniques can be used to accurately predict progress during treatment and identify individuals at risk of serious mental health conditions and suicide. CONCLUSIONS: This review reveals a clear need for intensified research into the extent to which text-based counseling (and predictive models using modern computational linguistics tools) may help deliver mental health treatments to underserved groups such as regional communities, identify at-risk individuals for targeted intervention, and predict progress during treatment. Such approaches have implications for policy development to improve intervention accessibility in at-risk and underserved populations.
format Online
Article
Text
id pubmed-7946577
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher JMIR Publications
record_format MEDLINE/PubMed
spelling pubmed-79465772021-03-12 Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review Dwyer, Anne de Almeida Neto, Abílio Estival, Dominique Li, Weicong Lam-Cassettari, Christa Antoniou, Mark JMIR Ment Health Review BACKGROUND: People living in rural and remote areas have poorer access to mental health services than those living in cities. They are also less likely to seek help because of self-stigma and entrenched stoic beliefs about help seeking as a sign of weakness. E-mental health services can span great distances to reach those in need and offer a degree of privacy and anonymity exceeding that of traditional face-to-face counseling and open up possibilities for identifying at-risk individuals for targeted intervention. OBJECTIVE: This scoping review maps the research that has explored text-based e-mental health counseling services and studies that have used language use patterns to predict mental health status. In doing so, one of the aims was to determine whether text-based counseling services have the potential to circumvent the barriers faced by clients in rural and remote communities using technology and whether text-based communications, in particular, can be used to identify individuals at risk of psychological distress or self-harm. METHODS: We conducted a comprehensive electronic literature search of PsycINFO, PubMed, ERIC, and Web of Science databases for articles published in English through November 2020. RESULTS: Of the 9134 articles screened, 70 met the eligibility criteria and were included in the review. There is preliminary evidence to suggest that text-based, real-time communication with a qualified therapist is an effective form of e-mental health service delivery, particularly for individuals concerned with stigma and confidentiality. There is also converging evidence that text-based communications that have been analyzed using computational linguistic techniques can be used to accurately predict progress during treatment and identify individuals at risk of serious mental health conditions and suicide. CONCLUSIONS: This review reveals a clear need for intensified research into the extent to which text-based counseling (and predictive models using modern computational linguistics tools) may help deliver mental health treatments to underserved groups such as regional communities, identify at-risk individuals for targeted intervention, and predict progress during treatment. Such approaches have implications for policy development to improve intervention accessibility in at-risk and underserved populations. JMIR Publications 2021-02-24 /pmc/articles/PMC7946577/ /pubmed/33625373 http://dx.doi.org/10.2196/19478 Text en ©Anne Dwyer, Abílio de Almeida Neto, Dominique Estival, Weicong Li, Christa Lam-Cassettari, Mark Antoniou. Originally published in JMIR Mental Health (http://mental.jmir.org), 24.02.2021. 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 Mental Health, is properly cited. The complete bibliographic information, a link to the original publication on http://mental.jmir.org/, as well as this copyright and license information must be included. 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 Mental Health, is properly cited. The complete bibliographic information, a link to the original publication on http://mental.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Review
Dwyer, Anne
de Almeida Neto, Abílio
Estival, Dominique
Li, Weicong
Lam-Cassettari, Christa
Antoniou, Mark
Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review
title Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review
title_full Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review
title_fullStr Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review
title_full_unstemmed Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review
title_short Suitability of Text-Based Communications for the Delivery of Psychological Therapeutic Services to Rural and Remote Communities: Scoping Review
title_sort suitability of text-based communications for the delivery of psychological therapeutic services to rural and remote communities: scoping review
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7946577/
https://www.ncbi.nlm.nih.gov/pubmed/33625373
http://dx.doi.org/10.2196/19478
work_keys_str_mv AT dwyeranne suitabilityoftextbasedcommunicationsforthedeliveryofpsychologicaltherapeuticservicestoruralandremotecommunitiesscopingreview
AT dealmeidanetoabilio suitabilityoftextbasedcommunicationsforthedeliveryofpsychologicaltherapeuticservicestoruralandremotecommunitiesscopingreview
AT estivaldominique suitabilityoftextbasedcommunicationsforthedeliveryofpsychologicaltherapeuticservicestoruralandremotecommunitiesscopingreview
AT liweicong suitabilityoftextbasedcommunicationsforthedeliveryofpsychologicaltherapeuticservicestoruralandremotecommunitiesscopingreview
AT lamcassettarichrista suitabilityoftextbasedcommunicationsforthedeliveryofpsychologicaltherapeuticservicestoruralandremotecommunitiesscopingreview
AT antonioumark suitabilityoftextbasedcommunicationsforthedeliveryofpsychologicaltherapeuticservicestoruralandremotecommunitiesscopingreview