Digital transformation of mental health services
This paper makes a case for digital mental health and provides insights into how digital technologies can enhance (but not replace) existing mental health services. We describe digital mental health by presenting a suite of digital technologies (from digital interventions to the application of artif...
Saved in:
Published in | Npj mental health research Vol. 2; no. 1; pp. 13 - 9 |
---|---|
Main Authors | , , , , , |
Format | Journal Article |
Language | English |
Published |
England
Springer Nature B.V
22.08.2023
Nature Publishing Group UK Nature Portfolio |
Subjects | |
Online Access | Get full text |
ISSN | 2731-4251 2731-4251 |
DOI | 10.1038/s44184-023-00033-y |
Cover
Abstract | This paper makes a case for digital mental health and provides insights into how digital technologies can enhance (but not replace) existing mental health services. We describe digital mental health by presenting a suite of digital technologies (from digital interventions to the application of artificial intelligence). We discuss the benefits of digital mental health, for example, a digital intervention can be an accessible stepping-stone to receiving support. The paper does, however, present less-discussed benefits with new concepts such as ‘poly-digital’, where many different apps/features (e.g. a sleep app, mood logging app and a mindfulness app, etc.) can each address different factors of wellbeing, perhaps resulting in an aggregation of marginal gains. Another benefit is that digital mental health offers the ability to collect high-resolution real-world client data and provide client monitoring outside of therapy sessions. These data can be collected using digital phenotyping and ecological momentary assessment techniques (i.e. repeated mood or scale measures via an app). This allows digital mental health tools and real-world data to inform therapists and enrich face-to-face sessions. This can be referred to as blended care/adjunctive therapy where service users can engage in ‘channel switching’ between digital and non-digital (face-to-face) interventions providing a more integrated service. This digital integration can be referred to as a kind of ‘digital glue’ that helps join up the in-person sessions with the real world. The paper presents the challenges, for example, the majority of mental health apps are maybe of inadequate quality and there is a lack of user retention. There are also ethical challenges, for example, with the perceived ‘over-promotion’ of screen-time and the perceived reduction in care when replacing humans with ‘computers’, and the trap of ‘technological solutionism’ whereby technology can be naively presumed to solve all problems. Finally, we argue for the need to take an evidence-based, systems thinking and co-production approach in the form of stakeholder-centred design when developing digital mental health services based on technologies. The main contribution of this paper is the integration of ideas from many different disciplines as well as the framework for blended care using ‘channel switching’ to showcase how digital data and technology can enrich physical services. Another contribution is the emergence of ‘poly-digital’ and a discussion on the challenges of digital mental health, specifically ‘digital ethics’. |
---|---|
AbstractList | This paper makes a case for digital mental health and provides insights into how digital technologies can enhance (but not replace) existing mental health services. We describe digital mental health by presenting a suite of digital technologies (from digital interventions to the application of artificial intelligence). We discuss the benefits of digital mental health, for example, a digital intervention can be an accessible stepping-stone to receiving support. The paper does, however, present less-discussed benefits with new concepts such as 'poly-digital', where many different apps/features (e.g. a sleep app, mood logging app and a mindfulness app, etc.) can each address different factors of wellbeing, perhaps resulting in an aggregation of marginal gains. Another benefit is that digital mental health offers the ability to collect high-resolution real-world client data and provide client monitoring outside of therapy sessions. These data can be collected using digital phenotyping and ecological momentary assessment techniques (i.e. repeated mood or scale measures via an app). This allows digital mental health tools and real-world data to inform therapists and enrich face-to-face sessions. This can be referred to as blended care/adjunctive therapy where service users can engage in 'channel switching' between digital and non-digital (face-to-face) interventions providing a more integrated service. This digital integration can be referred to as a kind of 'digital glue' that helps join up the in-person sessions with the real world. The paper presents the challenges, for example, the majority of mental health apps are maybe of inadequate quality and there is a lack of user retention. There are also ethical challenges, for example, with the perceived 'over-promotion' of screen-time and the perceived reduction in care when replacing humans with 'computers', and the trap of 'technological solutionism' whereby technology can be naively presumed to solve all problems. Finally, we argue for the need to take an evidence-based, systems thinking and co-production approach in the form of stakeholder-centred design when developing digital mental health services based on technologies. The main contribution of this paper is the integration of ideas from many different disciplines as well as the framework for blended care using 'channel switching' to showcase how digital data and technology can enrich physical services. Another contribution is the emergence of 'poly-digital' and a discussion on the challenges of digital mental health, specifically 'digital ethics'.This paper makes a case for digital mental health and provides insights into how digital technologies can enhance (but not replace) existing mental health services. We describe digital mental health by presenting a suite of digital technologies (from digital interventions to the application of artificial intelligence). We discuss the benefits of digital mental health, for example, a digital intervention can be an accessible stepping-stone to receiving support. The paper does, however, present less-discussed benefits with new concepts such as 'poly-digital', where many different apps/features (e.g. a sleep app, mood logging app and a mindfulness app, etc.) can each address different factors of wellbeing, perhaps resulting in an aggregation of marginal gains. Another benefit is that digital mental health offers the ability to collect high-resolution real-world client data and provide client monitoring outside of therapy sessions. These data can be collected using digital phenotyping and ecological momentary assessment techniques (i.e. repeated mood or scale measures via an app). This allows digital mental health tools and real-world data to inform therapists and enrich face-to-face sessions. This can be referred to as blended care/adjunctive therapy where service users can engage in 'channel switching' between digital and non-digital (face-to-face) interventions providing a more integrated service. This digital integration can be referred to as a kind of 'digital glue' that helps join up the in-person sessions with the real world. The paper presents the challenges, for example, the majority of mental health apps are maybe of inadequate quality and there is a lack of user retention. There are also ethical challenges, for example, with the perceived 'over-promotion' of screen-time and the perceived reduction in care when replacing humans with 'computers', and the trap of 'technological solutionism' whereby technology can be naively presumed to solve all problems. Finally, we argue for the need to take an evidence-based, systems thinking and co-production approach in the form of stakeholder-centred design when developing digital mental health services based on technologies. The main contribution of this paper is the integration of ideas from many different disciplines as well as the framework for blended care using 'channel switching' to showcase how digital data and technology can enrich physical services. Another contribution is the emergence of 'poly-digital' and a discussion on the challenges of digital mental health, specifically 'digital ethics'. This paper makes a case for digital mental health and provides insights into how digital technologies can enhance (but not replace) existing mental health services. We describe digital mental health by presenting a suite of digital technologies (from digital interventions to the application of artificial intelligence). We discuss the benefits of digital mental health, for example, a digital intervention can be an accessible stepping-stone to receiving support. The paper does, however, present less-discussed benefits with new concepts such as 'poly-digital', where many different apps/features (e.g. a sleep app, mood logging app and a mindfulness app, etc.) can each address different factors of wellbeing, perhaps resulting in an aggregation of marginal gains. Another benefit is that digital mental health offers the ability to collect high-resolution real-world client data and provide client monitoring outside of therapy sessions. These data can be collected using digital phenotyping and ecological momentary assessment techniques (i.e. repeated mood or scale measures via an app). This allows digital mental health tools and real-world data to inform therapists and enrich face-to-face sessions. This can be referred to as blended care/adjunctive therapy where service users can engage in 'channel switching' between digital and non-digital (face-to-face) interventions providing a more integrated service. This digital integration can be referred to as a kind of 'digital glue' that helps join up the in-person sessions with the real world. The paper presents the challenges, for example, the majority of mental health apps are maybe of inadequate quality and there is a lack of user retention. There are also ethical challenges, for example, with the perceived 'over-promotion' of screen-time and the perceived reduction in care when replacing humans with 'computers', and the trap of 'technological solutionism' whereby technology can be naively presumed to solve all problems. Finally, we argue for the need to take an evidence-based, systems thinking and co-production approach in the form of stakeholder-centred design when developing digital mental health services based on technologies. The main contribution of this paper is the integration of ideas from many different disciplines as well as the framework for blended care using 'channel switching' to showcase how digital data and technology can enrich physical services. Another contribution is the emergence of 'poly-digital' and a discussion on the challenges of digital mental health, specifically 'digital ethics'. Abstract This paper makes a case for digital mental health and provides insights into how digital technologies can enhance (but not replace) existing mental health services. We describe digital mental health by presenting a suite of digital technologies (from digital interventions to the application of artificial intelligence). We discuss the benefits of digital mental health, for example, a digital intervention can be an accessible stepping-stone to receiving support. The paper does, however, present less-discussed benefits with new concepts such as ‘poly-digital’, where many different apps/features (e.g. a sleep app, mood logging app and a mindfulness app, etc.) can each address different factors of wellbeing, perhaps resulting in an aggregation of marginal gains. Another benefit is that digital mental health offers the ability to collect high-resolution real-world client data and provide client monitoring outside of therapy sessions. These data can be collected using digital phenotyping and ecological momentary assessment techniques (i.e. repeated mood or scale measures via an app). This allows digital mental health tools and real-world data to inform therapists and enrich face-to-face sessions. This can be referred to as blended care/adjunctive therapy where service users can engage in ‘channel switching’ between digital and non-digital (face-to-face) interventions providing a more integrated service. This digital integration can be referred to as a kind of ‘digital glue’ that helps join up the in-person sessions with the real world. The paper presents the challenges, for example, the majority of mental health apps are maybe of inadequate quality and there is a lack of user retention. There are also ethical challenges, for example, with the perceived ‘over-promotion’ of screen-time and the perceived reduction in care when replacing humans with ‘computers’, and the trap of ‘technological solutionism’ whereby technology can be naively presumed to solve all problems. Finally, we argue for the need to take an evidence-based, systems thinking and co-production approach in the form of stakeholder-centred design when developing digital mental health services based on technologies. The main contribution of this paper is the integration of ideas from many different disciplines as well as the framework for blended care using ‘channel switching’ to showcase how digital data and technology can enrich physical services. Another contribution is the emergence of ‘poly-digital’ and a discussion on the challenges of digital mental health, specifically ‘digital ethics’. |
ArticleNumber | 13 |
Author | Torous, John Ennis, Edel Bond, Raymond R. Potts, Courtney O’Neill, Siobhan Mulvenna, Maurice D. |
Author_xml | – sequence: 1 givenname: Raymond R. orcidid: 0000-0002-1078-2232 surname: Bond fullname: Bond, Raymond R. – sequence: 2 givenname: Maurice D. surname: Mulvenna fullname: Mulvenna, Maurice D. – sequence: 3 givenname: Courtney surname: Potts fullname: Potts, Courtney – sequence: 4 givenname: Siobhan surname: O’Neill fullname: O’Neill, Siobhan – sequence: 5 givenname: Edel surname: Ennis fullname: Ennis, Edel – sequence: 6 givenname: John surname: Torous fullname: Torous, John |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/38609479$$D View this record in MEDLINE/PubMed |
BookMark | eNp9kstOHDEQRS1ExCv8QBbRSNlk04lf1W2voogkBAkpG1hb1X7MeNTdJnYP0vw9HgYiYJGVLdeto-uqe0oOpzR5Qj4w-oVRob4WKZmSDeWioZQK0WwPyAnvBGskB3b44n5MzktZVxFXHVfAj8ixUC3VstMnhP6IyzjjsJgzTiWkPOIc07RIYTH6aVdYeRzm1aL4fB-tL-_Ju4BD8edP5xm5_fXz5uJ3c_3n8uri-3VjJZPbRrQWHJdBO4eCBkAEBk50VoMXnkHf99AK65BTTcEBsx2CgtBbyjsvqDgjV3uuS7g2dzmOmLcmYTSPDykvDeY52sEbCUGjD1JwFyQG3ttWsi4oKnvWSqsq69uedbfpR-9s_VjG4RX0dWWKK7NM94ZRDVAHVQmfnwg5_d34MpsxFuuHASefNsVUw0oKBVRW6ac30nXa5KnOytTpy1a1TOuq-vjS0j8vz5upArUX2JxKyT4YW_e02011GIdqzexyYPY5MDUH5jEHZltb-ZvWZ_p_mh4Al_e0ng |
CitedBy_id | crossref_primary_10_2196_60432 crossref_primary_10_1016_j_schres_2024_11_004 crossref_primary_10_2147_IJGM_S453903 crossref_primary_10_2196_58434 crossref_primary_10_2196_62870 crossref_primary_10_3390_healthcare12202084 crossref_primary_10_1016_j_jeph_2024_202796 crossref_primary_10_53730_ijhs_v8nS1_15335 crossref_primary_10_1136_bmjopen_2024_088695 crossref_primary_10_21926_obm_neurobiol_2404253 crossref_primary_10_1108_JPMH_07_2024_0095 crossref_primary_10_2196_52558 crossref_primary_10_1177_20552076251317558 crossref_primary_10_1002_jvc2_606 crossref_primary_10_1080_0144929X_2023_2284242 crossref_primary_10_1108_MHDT_11_2023_0002 crossref_primary_10_1186_s44247_025_00148_6 crossref_primary_10_3390_psychiatryint5040060 crossref_primary_10_1016_j_schres_2024_08_017 crossref_primary_10_2147_RMHP_S461562 crossref_primary_10_2196_68807 crossref_primary_10_3389_fpsyt_2024_1413127 crossref_primary_10_1038_s44184_024_00097_4 crossref_primary_10_3389_fdgth_2025_1560580 crossref_primary_10_1016_j_psychres_2024_115873 crossref_primary_10_2196_59939 crossref_primary_10_12968_bjhc_2024_0016 crossref_primary_10_3390_diagnostics14050501 crossref_primary_10_1038_s41562_024_02048_7 crossref_primary_10_1108_MHDT_03_2024_0009 crossref_primary_10_1177_00178969241279649 crossref_primary_10_1027_2512_8442_a000152 crossref_primary_10_1002_ajs4_355 |
Cites_doi | 10.1002/wps.20550 10.2196/12106 10.1016/B978-0-08-052029-2.50009-7 10.7551/mitpress/4512.001.0001 10.1177/1460458218792668 10.1016/B978-0-08-052029-2.50008-5 10.1159/000510144 10.1007/s13347-021-00445-8 10.2196/35591 10.1287/mnsc.34.5.569 10.1287/mnsc.32.7.791 10.2196/mental.9946 10.3390/jpm12091376 10.2196/25847 10.1038/s41746-022-00560-6 10.2105/AJPH.2012.301056 10.1109/ICE.2014.6871564 10.1145/3335082.3335121 10.1016/S2215-0366(20)30308-4 10.1001/jamanetworkopen.2022.48784 10.1136/eb-2018-102891 10.2196/11510 10.2196/14567 10.2196/21690 10.1002/wps.20883 10.2196/13216 10.1007/978-3-319-50070-6_5 10.2196/jmir.8775 10.1177/1329878X17726794 10.1177/0956797619830329 10.1007/s41347-021-00222-6 10.3389/fdgth.2022.854263 10.2196/mental.7785 10.1007/978-981-15-8395-7_15 10.7861/clinmedicine.15-3-258 10.1007/s11126-021-09935-6 10.1145/3453175 10.1002/wps.20882 10.2196/17120 |
ContentType | Journal Article |
Copyright | 2023. The Author(s). The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. The Author(s) 2023 |
Copyright_xml | – notice: 2023. The Author(s). – notice: The Author(s) 2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: The Author(s) 2023 |
DBID | AAYXX CITATION NPM 3V. 7RV 7X7 7XB 88G 8FI 8FJ 8FK ABUWG AFKRA AZQEC BENPR CCPQU COVID DWQXO FYUFA GHDGH GNUQQ K9. KB0 M0S M2M NAPCQ PHGZM PHGZT PIMPY PKEHL PPXIY PQEST PQQKQ PQUKI PRINS PSYQQ Q9U 7X8 5PM DOA |
DOI | 10.1038/s44184-023-00033-y |
DatabaseName | CrossRef PubMed ProQuest Central (Corporate) Nursing & Allied Health Database Health & Medical Collection ProQuest Central (purchase pre-March 2016) Psychology Database (Alumni) Hospital Premium Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Central (Alumni) ProQuest Central UK/Ireland ProQuest Central Essentials ProQuest Central ProQuest One Coronavirus Research Database ProQuest Central Proquest Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Central Student ProQuest Health & Medical Complete (Alumni) Nursing & Allied Health Database (Alumni Edition) ProQuest Health & Medical Collection Psychology Database Nursing & Allied Health Premium ProQuest Central Premium ProQuest One Academic (New) Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest One Health & Nursing ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China ProQuest One Psychology ProQuest Central Basic MEDLINE - Academic PubMed Central (Full Participant titles) DOAJ Directory of Open Access Journals |
DatabaseTitle | CrossRef PubMed Publicly Available Content Database ProQuest One Psychology ProQuest Central Student ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) ProQuest One Community College ProQuest One Health & Nursing ProQuest Central China ProQuest Central Health Research Premium Collection Health and Medicine Complete (Alumni Edition) ProQuest Central Korea ProQuest Central (New) ProQuest Central Basic ProQuest One Academic Eastern Edition Coronavirus Research Database ProQuest Nursing & Allied Health Source ProQuest Hospital Collection Health Research Premium Collection (Alumni) ProQuest Psychology Journals (Alumni) ProQuest Hospital Collection (Alumni) Nursing & Allied Health Premium ProQuest Health & Medical Complete ProQuest Psychology Journals ProQuest One Academic UKI Edition ProQuest Nursing & Allied Health Source (Alumni) ProQuest One Academic ProQuest One Academic (New) ProQuest Central (Alumni) MEDLINE - Academic |
DatabaseTitleList | MEDLINE - Academic PubMed CrossRef Publicly Available Content Database |
Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 3 dbid: BENPR name: ProQuest Central url: http://www.proquest.com/pqcentral?accountid=15518 sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Computer Science |
EISSN | 2731-4251 |
EndPage | 9 |
ExternalDocumentID | oai_doaj_org_article_45f9aef432df4af2bc6417f804b164c8 PMC10955947 38609479 10_1038_s44184_023_00033_y |
Genre | Journal Article Review |
GrantInformation_xml | – fundername: MENHIR project (https://menhir-project.eu/) includes funding/grant income from the European Union Horizon 2020 funding programme. grantid: Grant agreement no. 823907 – fundername: Atlantic Futures project (https://www.atlanticfutures.com/). grantid: HEA North-South research programme. |
GroupedDBID | 0R~ 7RV 7X7 8FI 8FJ AAJSJ AASML AAYXX ABUWG ACLNF AFKRA ALIPV ALMA_UNASSIGNED_HOLDINGS AZQEC BENPR C6C CCPQU CITATION DWQXO EBLON FYUFA GNUQQ GROUPED_DOAJ HMCUK M2M M~E NAO NAPCQ PGMZT PHGZM PHGZT PIMPY PSYQQ RPM SNYQT UKHRP AJTQC NPM 3V. 7XB 8FK AARCD COVID K9. PKEHL PPXIY PQEST PQQKQ PQUKI PRINS Q9U 7X8 PUEGO 5PM |
ID | FETCH-LOGICAL-c414y-36c5d24f9dda30f5aa515d37c95e3e15bbb563cda20905d51c7a585fbc027e303 |
IEDL.DBID | BENPR |
ISSN | 2731-4251 |
IngestDate | Wed Aug 27 01:30:01 EDT 2025 Thu Aug 21 18:34:08 EDT 2025 Fri Sep 05 05:03:12 EDT 2025 Wed Aug 13 10:38:49 EDT 2025 Thu Jan 02 22:38:27 EST 2025 Thu Apr 24 23:08:40 EDT 2025 Tue Jul 01 00:20:45 EDT 2025 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 1 |
Language | English |
License | 2023. The Author(s). Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c414y-36c5d24f9dda30f5aa515d37c95e3e15bbb563cda20905d51c7a585fbc027e303 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 ObjectType-Review-3 content type line 23 |
ORCID | 0000-0002-1078-2232 |
OpenAccessLink | https://www.proquest.com/docview/2854686199?pq-origsite=%requestingapplication%&accountid=15518 |
PMID | 38609479 |
PQID | 2854686199 |
PQPubID | 5642810 |
PageCount | 9 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_45f9aef432df4af2bc6417f804b164c8 pubmedcentral_primary_oai_pubmedcentral_nih_gov_10955947 proquest_miscellaneous_3038438504 proquest_journals_2854686199 pubmed_primary_38609479 crossref_citationtrail_10_1038_s44184_023_00033_y crossref_primary_10_1038_s44184_023_00033_y |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | 20230822 |
PublicationDateYYYYMMDD | 2023-08-22 |
PublicationDate_xml | – month: 8 year: 2023 text: 20230822 day: 22 |
PublicationDecade | 2020 |
PublicationPlace | England |
PublicationPlace_xml | – name: England – name: Houston – name: London |
PublicationTitle | Npj mental health research |
PublicationTitleAlternate | Npj Ment Health Res |
PublicationYear | 2023 |
Publisher | Springer Nature B.V Nature Publishing Group UK Nature Portfolio |
Publisher_xml | – name: Springer Nature B.V – name: Nature Publishing Group UK – name: Nature Portfolio |
References | C Henderson (33_CR3) 2013; 103 B Inkster (33_CR37) 2018; 6 S Vial (33_CR52) 2022; 9 G Bollmer (33_CR8) 2017; 165 33_CR49 33_CR48 33_CR47 33_CR46 AM Chekroud (33_CR15) 2021; 20 J Koh (33_CR25) 2022; 12 33_CR43 33_CR42 33_CR41 A Grigorash (33_CR16) 2018; 5 A Baumel (33_CR26) 2019; 21 E Von Hippel (33_CR44) 1986; 32 P Parmar (33_CR35) 2022; 5 S O’Neill (33_CR13) 2019; 25 C Potts (33_CR17) 2021; 6 TR Insel (33_CR14) 2018; 17 A Fiske (33_CR39) 2019; 21 33_CR38 33_CR36 J Torous (33_CR32) 2021; 20 33_CR33 33_CR30 G Urban (33_CR45) 1988; 34 S Salmi (33_CR11) 2021; 23 H Thimbleby (33_CR40) 2015; 15 KK Fitzpatrick (33_CR10) 2017; 4 S Lehtimaki (33_CR18) 2021; 8 33_CR4 33_CR5 JRS Freitas (33_CR7) 2021; 92 33_CR2 33_CR9 J Torous (33_CR27) 2018; 21 33_CR23 33_CR21 33_CR20 T Greenhalgh (33_CR28) 2017; 19 M Pierce (33_CR1) 2020; 7 C Sweeney (33_CR54) 2021; 2 33_CR19 TW Bickmore (33_CR34) 2018; 20 33_CR12 C Potts (33_CR22) 2020; 8 33_CR56 33_CR55 A Orben (33_CR31) 2019; 30 33_CR53 E Camacho (33_CR24) 2022; 5 33_CR51 33_CR50 MD Mulvenna (33_CR6) 2021; 34 H Wisniewski (33_CR29) 2020; 4 |
References_xml | – ident: 33_CR51 – volume: 17 start-page: 276 year: 2018 ident: 33_CR14 publication-title: World Psychiatry doi: 10.1002/wps.20550 – volume: 6 start-page: e12106 year: 2018 ident: 33_CR37 publication-title: JMIR mHealth uHealth doi: 10.2196/12106 – ident: 33_CR49 doi: 10.1016/B978-0-08-052029-2.50009-7 – ident: 33_CR36 – ident: 33_CR5 – ident: 33_CR46 doi: 10.7551/mitpress/4512.001.0001 – ident: 33_CR42 – volume: 25 start-page: 1722 year: 2019 ident: 33_CR13 publication-title: Health Informatics J. doi: 10.1177/1460458218792668 – ident: 33_CR23 – ident: 33_CR50 doi: 10.1016/B978-0-08-052029-2.50008-5 – volume: 4 start-page: 119 year: 2020 ident: 33_CR29 publication-title: Digit. Biomark. doi: 10.1159/000510144 – volume: 34 start-page: 1945 year: 2021 ident: 33_CR6 publication-title: Philos. Technol. doi: 10.1007/s13347-021-00445-8 – volume: 9 start-page: e35591 year: 2022 ident: 33_CR52 publication-title: JMIR Ment. Health doi: 10.2196/35591 – volume: 34 start-page: 569 year: 1988 ident: 33_CR45 publication-title: Manag. Sci. doi: 10.1287/mnsc.34.5.569 – ident: 33_CR56 – volume: 32 start-page: 791 year: 1986 ident: 33_CR44 publication-title: Manag. Sci. doi: 10.1287/mnsc.32.7.791 – volume: 5 start-page: e9946 year: 2018 ident: 33_CR16 publication-title: JMIR Ment. Health doi: 10.2196/mental.9946 – volume: 12 start-page: 1376 year: 2022 ident: 33_CR25 publication-title: J. Pers. Med. doi: 10.3390/jpm12091376 – ident: 33_CR4 – ident: 33_CR41 – volume: 8 start-page: e25847 year: 2021 ident: 33_CR18 publication-title: JMIR Ment. Health doi: 10.2196/25847 – volume: 5 start-page: 1 year: 2022 ident: 33_CR35 publication-title: NPJ Digital Med. doi: 10.1038/s41746-022-00560-6 – ident: 33_CR20 – volume: 103 start-page: 777 year: 2013 ident: 33_CR3 publication-title: Am. J. Public Health doi: 10.2105/AJPH.2012.301056 – ident: 33_CR48 doi: 10.1109/ICE.2014.6871564 – ident: 33_CR9 doi: 10.1145/3335082.3335121 – volume: 7 start-page: 883 year: 2020 ident: 33_CR1 publication-title: Lancet Psychiatry doi: 10.1016/S2215-0366(20)30308-4 – ident: 33_CR53 – volume: 5 start-page: e2248784 year: 2022 ident: 33_CR24 publication-title: JAMA Netw. Open doi: 10.1001/jamanetworkopen.2022.48784 – ident: 33_CR30 – volume: 21 start-page: 116 year: 2018 ident: 33_CR27 publication-title: Evid. Based Ment. Health doi: 10.1136/eb-2018-102891 – volume: 20 start-page: e11510 year: 2018 ident: 33_CR34 publication-title: J. Med. Internet Res. doi: 10.2196/11510 – volume: 21 start-page: e14567 year: 2019 ident: 33_CR26 publication-title: J. Med. Internet Res. doi: 10.2196/14567 – volume: 23 start-page: e21690 year: 2021 ident: 33_CR11 publication-title: J. Med. Internet Res. doi: 10.2196/21690 – ident: 33_CR38 – volume: 20 start-page: 318 year: 2021 ident: 33_CR32 publication-title: World Psychiatry doi: 10.1002/wps.20883 – volume: 21 start-page: e13216 year: 2019 ident: 33_CR39 publication-title: J. Med. Internet Res. doi: 10.2196/13216 – ident: 33_CR55 doi: 10.1007/978-3-319-50070-6_5 – volume: 19 start-page: e8775 year: 2017 ident: 33_CR28 publication-title: J. Med. Internet Res. doi: 10.2196/jmir.8775 – volume: 165 start-page: 63 year: 2017 ident: 33_CR8 publication-title: Media Int. Aust. doi: 10.1177/1329878X17726794 – volume: 30 start-page: 682 year: 2019 ident: 33_CR31 publication-title: Psychol. Sci. doi: 10.1177/0956797619830329 – ident: 33_CR33 – volume: 6 start-page: 652 year: 2021 ident: 33_CR17 publication-title: J. Technol. Behav. Sci. doi: 10.1007/s41347-021-00222-6 – ident: 33_CR19 – ident: 33_CR21 doi: 10.3389/fdgth.2022.854263 – volume: 4 start-page: e7785 year: 2017 ident: 33_CR10 publication-title: JMIR Ment. Health doi: 10.2196/mental.7785 – ident: 33_CR12 doi: 10.1007/978-981-15-8395-7_15 – volume: 15 start-page: 258 year: 2015 ident: 33_CR40 publication-title: Clin. Med. doi: 10.7861/clinmedicine.15-3-258 – ident: 33_CR43 – volume: 92 start-page: 1685 year: 2021 ident: 33_CR7 publication-title: Psychiatr. Q. doi: 10.1007/s11126-021-09935-6 – volume: 2 start-page: 1 year: 2021 ident: 33_CR54 publication-title: ACM Trans. Comput. Healthc. doi: 10.1145/3453175 – ident: 33_CR47 – volume: 20 start-page: 154 year: 2021 ident: 33_CR15 publication-title: World Psychiatry doi: 10.1002/wps.20882 – volume: 8 start-page: e17120 year: 2020 ident: 33_CR22 publication-title: JMIR mHealth uHealth doi: 10.2196/17120 – ident: 33_CR2 |
SSID | ssj0002872852 |
Score | 2.4901726 |
SecondaryResourceType | review_article |
Snippet | This paper makes a case for digital mental health and provides insights into how digital technologies can enhance (but not replace) existing mental health... Abstract This paper makes a case for digital mental health and provides insights into how digital technologies can enhance (but not replace) existing mental... |
SourceID | doaj pubmedcentral proquest pubmed crossref |
SourceType | Open Website Open Access Repository Aggregation Database Index Database Enrichment Source |
StartPage | 13 |
SubjectTerms | Artificial intelligence Chatbots Cognition & reasoning Computer science Digital technology Digital transformation Health services Intervention Medical ethics Mental disorders Mental health care Smartphones User interface Virtual reality |
SummonAdditionalLinks | – databaseName: DOAJ Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LS8QwEA7iyYsovuqLCt6kmDaTR48-EUFPLngLaR4-kK6462H_vZO0u-yK6MVr8yD9JsnMJJlvCDkODLVIY20hvKoLUJEDUoLFdRUqp0RtbTrvuLsXNwO4feSPc6m-4puwjh64A-4UeKiND8AqF8AE7FdAKYOi0KClb1OYL63pnDP1mo6MZKV41UfJUKZOR6j3FRSoomIgNWPFZEETJcL-n6zM748l57TP9RpZ7c3G_Kwb7jpZ8u0GoZcvTzHnRz6esz6HbT4MeUfZn3dRjvmo3xA2yeD66uHipugzIBQWSpgUTFjuKgi1c4bRwI1B88MxaWvumS950zRcMOtMhIA7Xlpp0P4PjUVv06N22iLL7bD1OyQ3nkdqPkEdKLA1qOArGWPIwUlKncpIOUVD254ePGapeNPpmpop3SGoEUGdENSTjJzM2rx35Bi_1j6PIM9qRmLr9AHFrXtx67_EnZH9qYh0v9pGOkaBCoWuYJ2Ro1kxrpN4-WFaP_wcaQRDAVOcQka2O4nORsKUQC9XYmu1IOuFoS6WtC_PiYu7TBR-IHf_4-f2yEqVJihuXtU-WR5_fPoDtHnGzWGa3l_JL_0z priority: 102 providerName: Directory of Open Access Journals |
Title | Digital transformation of mental health services |
URI | https://www.ncbi.nlm.nih.gov/pubmed/38609479 https://www.proquest.com/docview/2854686199 https://www.proquest.com/docview/3038438504 https://pubmed.ncbi.nlm.nih.gov/PMC10955947 https://doaj.org/article/45f9aef432df4af2bc6417f804b164c8 |
Volume | 2 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1Lb9QwELb6uHChvNlSVkHihqI68fiRA0IUWlVIrBCi0t4sx49SCSWluz3sv2fsOKGLUK-xHVnjedvzDSFvA0Mr0lpbCq-aElTEgJRgUa5C7ZRorE35jq8LcX4BX5Z8uUMWYy1MfFY56sSkqF1vY478OFb6CYXufvPh-ncZu0bF29WxhYbJrRXc-wQxtkv2USUr5Pv9k9PFt-9T1gXjA_xRnatnKFPHK_QHFJRoumKBNWPlZstCJSD__3mf_z6ivGOVzh6Rh9mdLD4O5_-Y7PjuCTkYWzUUWXKfEvr56jK2BynWdxzVviv6UAzo_sVQEFmssu54Ri7OTn98Oi9zs4TSQgWbkgnLXQ2hcc4wGrgx6Kk4Jm3DPfMVb9uWC2adqWlDueOVlQZDhdBaDEw9GrLnZK_rO_-SFMbziOInqAMFtgEVfC1juTk4SalTM1KNBNI2I4nHhha_dLrRZkoPRNVIVJ2Iqjcz8m5acz3gaNw7-yTSfZoZMbDTh_7mUmeR0sBDY3wAVrsAJiDHCahkUBRajAEtbvNoPDWdBXOl_7LRjLyZhlGk4j2J6Xx_u9JIDAVMcQoz8mI45GknTAkMiCWuVlvHv7XV7ZHu6meC7a4S2h_Iw_v39Yo8qBM3ogarj8je-ubWv0bHZ93Oya5cynnm6XlKH8xTfuoPKZUELw |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Lb9QwELbK9gAX3o-FAkGCE4rq2OPEOVSI0lZb2q4QaqXejONHqVQlbbMV2j_Hb2OcOEsXod56je1oNDOeh-2Zj5D3nqMXqYxJcyfLFGToAVmAwX3lmZV5aUx33nEwzSdH8PVYHK-Q30MtTHhWOdjEzlDbxoQz8vVQ6ZdLDPfLT-cXaUCNCrerA4SGjtAKdqNrMRYLO_bc_BemcO3G7hbK-wNjO9uHXyZpRBlIDWQwT3luhGXgS2s1p15ojS7e8sKUwnGXiaqqRM6N1YyWVFiRmUJjjO0rgxmdQw-A_71DVjHsKGFEVje3p9--L055MB9Bwlms1qFcrrcYf0hI0VWGgm7O0_mSR-yAA_4X7f77aPOaF9x5SO7H8DX53OvbI7Li6sfkwQANkURL8YTQrdOTAEeSzK4Fxk2dND7p0QSSvgAzaaOtekqOboVtz8iobmr3giTaidA1MKcWJJgSpHesCOXtYAtKrRyTbGCQMrFzeQDQOFPdDTqXqmeqQqaqjqlqPiYfF2vO-74dN87eDHxfzAw9t7sPzeWJiltYgfCldh44sx60Rw3PISu8pFBhzmmQzLVBaioaglb9VdsxebcYxi0c7mV07ZqrViEzJHApKIzJ817IC0q4zDEBL3C1XBL_EqnLI_Xpz65NeNZ1F4Ti5c10vSV3J4cH-2p_d7r3itxjnWai9WRrZDS7vHKvMeiaVW-iZifkx21vpj-E_D6N |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3dT9UwFG8QEuML4idXUWeiT2a5XT-27oEQ8XIDojfESMJb7fqBJGQDdom5_6J_laddN7nG8Mbrui7d-T5tz_kh9M5R8CKV1mluRZky4XtAFkyDXjliRF5qHfY7vs7y_WP2-YSfrKDffS2Mv1bZ28RgqE2j_R752Ff65QLC_XLs4rWIo8l05-Iy9QhS_qS1h9NQEWbBbId2Y7HI49AufkE6124fTID37wmZ7n3_tJ9GxIFUs4wtUpprbghzpTGKYseVAndvaKFLbqnNeFVVPKfaKIJLzA3PdKEg3naVhuzOgjeA795DawV4SdC5td292dG3YccHchP4CRIrdzAV4xZiEcFScJu-uJvSdLHkHQOIwP8i338vcN7wiNMNtB5D2eRjJ3uP0IqtH6OHPUxEEq3GE4QnZ6cemiSZ3wiSmzppXNIhCyRdMWbSRrv1FB3fCdmeodW6qe0mSpTlvoNgjg0TTJdMOEsKX-rOTIGxESOU9QSSOnYx92Aa5zKcplMhO6JKIKoMRJWLEfowzLnoenjc-vaup_vwpu-_HR40V6cyqrNk3JXKOkaJcUw5kPacZYUTmFWQf2pY5lbPNRmNQiv_ivAIvR2GQZ39GY2qbXPdSiCGYFRwzEboecfkYSVU5JCMFzBbLLF_aanLI_XZz9AyPAudBlnx4vZ1vUH3Qankl4PZ4Uv0gATBBENKttDq_OravoL4a169joKdoB93rUt_ADKgQrk |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Digital+transformation+of+mental+health+services&rft.jtitle=Npj+mental+health+research&rft.au=Bond%2C+Raymond+R&rft.au=Mulvenna%2C+Maurice+D&rft.au=Potts%2C+Courtney&rft.au=O%E2%80%99Neill%2C+Siobhan&rft.date=2023-08-22&rft.pub=Springer+Nature+B.V&rft.eissn=2731-4251&rft.volume=2&rft.issue=1&rft.spage=13&rft_id=info:doi/10.1038%2Fs44184-023-00033-y&rft.externalDBID=HAS_PDF_LINK |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2731-4251&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2731-4251&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2731-4251&client=summon |