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Hopkin G, Coole H, Edelmann F, Ayiku L, Branson R, Campbell P, Cooper S, Salmon M. Toward a New Conceptual Framework for Digital Mental Health Technologies: Scoping Review. JMIR Ment Health 2025; 12:e63484. [PMID: 39969824 PMCID: PMC11864090 DOI: 10.2196/63484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 12/05/2024] [Accepted: 12/26/2024] [Indexed: 02/20/2025] Open
Abstract
Background Digital mental health technologies (DMHTs) are becoming more widely available and are seen as having the potential to improve the quality of mental health care. However, conversations around the potential impact of DMHTs can be impacted by a lack of focus on the types of technologies that are available. Several frameworks that could apply to DMHTs are available, but they have not been developed with comprehensive methods and have limitations. Objective To address limitations with current frameworks, we aimed to identify existing literature on the categorization of DMHTs, to explore challenges with categorizing DMHTs for specific purposes, and to develop a new conceptual framework. Methods We used an iterative approach to develop the framework. First, we completed a rapid review of the literature to identify studies that provided domains that could be used to categorize DMHTs. Second, findings from this review and associated issues were discussed by an expert working group, including professionals from a wide range of relevant settings. Third, we synthesized findings to develop a new conceptual framework. Results The rapid review identified 3603 unique results, and hand searching identified another 3 potentially relevant papers. Of these, 24 papers were eligible for inclusion, which provided 10 domains to categorize DMHTs. The expert working group proposed a broad framework and based on the findings of the review and group discussions, we developed a new conceptual framework with 8 domains that represent important characteristics of DMHTs. These 8 domains are population, setting, platform or system, purpose, type of approach, human interaction, human responsiveness, and functionality. Conclusions This conceptual framework provides a structure for various stakeholders to define the key characteristics of DMHTs. It has been developed with more comprehensive methods than previous attempts with similar aims. The framework can facilitate communication within the field and could undergo further iteration to ensure it is appropriate for specific purposes.
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Affiliation(s)
- Gareth Hopkin
- Science Evidence and Analytics Directorate, National Institute for Health and Care Excellence (NICE), Manchester, United Kingdom
| | - Holly Coole
- Software Team, Healthcare Quality and Access Group, Medicines and Healthcare products Regulatory Agency (MHRA), London, United Kingdom
| | - Francesca Edelmann
- Software Team, Healthcare Quality and Access Group, Medicines and Healthcare products Regulatory Agency (MHRA), London, United Kingdom
| | - Lynda Ayiku
- Science Evidence and Analytics Directorate, National Institute for Health and Care Excellence (NICE), Manchester, United Kingdom
| | - Richard Branson
- Software Team, Healthcare Quality and Access Group, Medicines and Healthcare products Regulatory Agency (MHRA), London, United Kingdom
| | - Paul Campbell
- Software Team, Healthcare Quality and Access Group, Medicines and Healthcare products Regulatory Agency (MHRA), London, United Kingdom
| | - Sophie Cooper
- Science Evidence and Analytics Directorate, National Institute for Health and Care Excellence (NICE), Manchester, United Kingdom
| | - Mark Salmon
- Science Evidence and Analytics Directorate, National Institute for Health and Care Excellence (NICE), Manchester, United Kingdom
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Ehrt-Schäfer Y, Rusmir M, Vetter J, Seifritz E, Müller M, Kleim B. Feasibility, Adherence, and Effectiveness of Blended Psychotherapy for Severe Mental Illnesses: Scoping Review. JMIR Ment Health 2023; 10:e43882. [PMID: 38147373 PMCID: PMC10777283 DOI: 10.2196/43882] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Revised: 07/06/2023] [Accepted: 10/29/2023] [Indexed: 12/27/2023] Open
Abstract
BACKGROUND Blended psychotherapy (bPT) combines face-to-face psychotherapy with digital interventions to enhance the effectiveness of mental health treatment. The feasibility and effectiveness of bPT have been demonstrated for various mental health issues, although primarily for patients with higher levels of functioning. OBJECTIVE This scoping review aims to investigate the feasibility, adherence, and effectiveness of bPT for the treatment of patients with severe mental illnesses (SMIs). METHODS Following the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) guidelines, we conducted searches in PubMed, MEDLINE, Embase, PsycINFO, and PsycArticles for studies published until March 23, 2023. RESULTS Out of 587 screened papers, we incorporated 25 studies encompassing 23 bPT interventions, involving a total of 2554 patients with SMI. The intervention formats and research designs exhibited significant variation. Our findings offer preliminary evidence supporting the feasibility of bPT for SMI, although there is limited research on adherence. Nevertheless, the summarized studies indicated promising attrition rates, spanning from 0% to 37%, implying a potential beneficial impact of bPT on adherence to SMI treatment. The quantity of evidence on the effects of bPT for SMI was limited and challenging to generalize. Among the 15 controlled trials, 4 concluded that bPT interventions were effective compared with controls. However, it is noteworthy that 2 of these studies used the same study population, and the control groups exhibited significant variations. CONCLUSIONS Overall, our review suggests that while bPT appears promising as a treatment method, further research is necessary to establish its effectiveness for SMI. We discuss considerations for clinical implementation, directions, and future research.
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Affiliation(s)
- Yamina Ehrt-Schäfer
- Department of Psychology, University of Zurich, Zurich, Switzerland
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Milan Rusmir
- Department of Psychology, University of Zurich, Zurich, Switzerland
| | - Johannes Vetter
- Department of Psychology, University of Zurich, Zurich, Switzerland
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Erich Seifritz
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Mario Müller
- Department of Psychology, University of Zurich, Zurich, Switzerland
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
| | - Birgit Kleim
- Department of Psychology, University of Zurich, Zurich, Switzerland
- Department of Psychiatry, Psychotherapy and Psychosomatics, Psychiatric Hospital, University of Zurich, Zurich, Switzerland
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Drews-Windeck E, Greenwood K, Cavanagh K. A systematic review and meta-analysis of digital interventions targeted at individuals with borderline personality disorder (BPD), emotionally unstable personality disorder (EUPD), and related symptoms. J Clin Psychol 2023. [PMID: 37185891 DOI: 10.1002/jclp.23523] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 02/22/2023] [Accepted: 04/08/2023] [Indexed: 05/17/2023]
Abstract
OBJECTIVES The present review investigates the impact of digital interventions for individuals with features of borderline personality disorder (BPD)/emotional unstable personality disorder (EUPD) as digital interventions show promise as therapeutic tools in underserved groups. BPD/EUPD features are identified as clinically relevant, yet previous reviews on the use of digital interventions fail to include subthreshold symptomatology. METHODS Five online databases were searched for terminology in three categories: BPD/EUPD and related symptoms, mental-health interventions, and digital technology. Additionally, four relevant journals and two trial registers were searched for additional papers meeting the inclusion criteria. RESULTS Twelve articles met all inclusion criteria. Meta-analyses revealed statistically significant differences in symptom measures between intervention and control groups at postintervention and decreases in BPD/EUPD symptomatology and well-being from pre- to postintervention. Service users' engagement, satisfaction, and acceptability of interventions were high. Results support the previous literature on the value of using digital interventions in populations with BPD/EUPD. CONCLUSION Overall, it was identified that digital interventions show promise for successful implementation with this population.
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Affiliation(s)
- Elea Drews-Windeck
- School of Psychology, The University of Sussex, Brighton, UK
- Research & Development and Digital Services, Sussex Partnership NHS Foundation Trust, Worthing, UK
| | - Kathryn Greenwood
- School of Psychology, The University of Sussex, Brighton, UK
- Research & Development and Digital Services, Sussex Partnership NHS Foundation Trust, Worthing, UK
| | - Kate Cavanagh
- School of Psychology, The University of Sussex, Brighton, UK
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Braun P, Schwientek AK, Angerer P, Guthardt L, Icks A, Loerbroks A, Apolinário-Hagen J. Investigating information needs and preferences regarding digital mental health services among medical and psychology students in Germany: A qualitative study. Digit Health 2023; 9:20552076231173568. [PMID: 37256006 PMCID: PMC10226173 DOI: 10.1177/20552076231173568] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 04/17/2023] [Indexed: 06/01/2023] Open
Abstract
Background Since 2020, physicians and psychotherapists in Germany can prescribe digital mental health services (dMHSs). However, even future healthcare professionals (HCPs), such as medical and psychology students, remain reluctant to use dMHSs, although they are a risk group for mental health issues themselves. Reasons include scepticism and lacking awareness of dMHSs, which can be addressed by acceptance-facilitating interventions (AFIs) such as information strategies. To date, though, little is known about their information needs. Methods Semi-structured interviews with n = 21 students were conducted between August and September 2021. Students of legal age studying psychology or medicine at a German university could participate. Interview recordings were transcribed verbatim and content-analyzed according to Mayring, using deductive and inductive coding. Results Most students reported having little experience with dMHSs. Digital health has barely been raised in their study, even though it was perceived as crucial for personal needs as well as in preparation for their work as HCPs. Students favoured receiving information on and recommendations for dMHSs from their university via, e.g. social media or seminars. Among others, information about data safety, scientific evidence base and application scope were preferred. Additionally, information on costs as well as user reviews seemed to be essential components of information strategies because students were concerned that high costs or low usability would hinder uptake. Conclusions The results give first insights on how future HCPs would like to be informed on dMHSs. Future research should focus on systematic variations of AFIs' components mimicking real-world decision scenarios to increase the adoption of dMHSs.
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Affiliation(s)
- Pia Braun
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
| | - Ann-Kathrin Schwientek
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
- Department of Psychiatry and
Psychotherapy, University Hospital rechts der Isar, School of Medicine, Technical
University of Munich, Munchen, Germany
| | - Peter Angerer
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
| | - Lisa Guthardt
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
| | - Andrea Icks
- Institute for Health Services Research
and Health Economics, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
| | - Adrian Loerbroks
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
| | - Jennifer Apolinário-Hagen
- Institute of Occupational, Social and
Environmental Medicine, Centre for Health and Society, Medical Faculty, Heinrich Heine University
Düsseldorf, Dusseldorf, Germany
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Sharma G, Schlosser L, Jones BDM, Blumberger DM, Gratzer D, Husain MO, Mulsant BH, Rappaport L, Stergiopoulos V, Husain MI. Brief App-Based Cognitive Behavioral Therapy for Anxiety Symptoms in Psychiatric Inpatients: Feasibility Randomized Controlled Trial. JMIR Form Res 2022; 6:e38460. [DOI: 10.2196/38460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 09/13/2022] [Accepted: 09/29/2022] [Indexed: 11/06/2022] Open
Abstract
Background
Psychiatric inpatients often have limited access to psychotherapeutic education or skills for managing anxiety, a common transdiagnostic concern in severe and acute mental illness. COVID-19–related restrictions further limited access to therapy groups on inpatient psychiatric units. App-based interventions may improve access, but evidence supporting the feasibility of their use, acceptability, and effectiveness in psychiatric inpatient settings is limited. MindShift CBT is a free app based on cognitive behavioral therapy principles with evidence for alleviating anxiety symptoms in the outpatient setting.
Objective
We aimed to recruit 24 participants from an acute general psychiatric inpatient ward to a 1-month randomized control study assessing the feasibility and acceptability of providing patients with severe and acute mental illness access to the MindShift CBT app for help with managing anxiety symptoms.
Methods
Recruitment, data collection, analysis, and interpretation were completed collaboratively by clinician and peer researchers. Inpatients were randomized to two conditions: treatment as usual (TAU) versus TAU plus use of the MindShift CBT app over 6 days. We collected demographic and quantitative data on acceptability and usability of the intervention. Symptoms of depression, anxiety, and psychological distress were measured in pre- and poststudy surveys for preliminary signals of efficacy. We conducted individual semistructured interviews with participants in the MindShift CBT app group at the end of their trial period, which were interpreted using a standardized protocol for thematic analysis.
Results
Over 4 weeks, 33 inpatients were referred to the study, 24 consented to participate, 20 were randomized, and 11 completed the study. Of the 9 randomized participants who did not complete the study, 7 were withdrawn because they were discharged or transferred prior to study completion, with a similar distribution among both conditions. Among the enrolled patients, 65% (13/20) were admitted for a psychotic disorder and no patient was admitted primarily for an anxiety disorder. The average length of stay was 20 days (SD 4.4; range 3-21) and 35% (7/20) of patients were involuntarily admitted to hospital. Small sample sizes limited accurate interpretation of the efficacy data. Themes emerging from qualitative interviews included acceptability and usability of the app, and patient agency associated with voluntary participation in research while admitted to hospital.
Conclusions
Our study benefitted from collaboration between peer and clinician researchers. Due to rapid patient turnover in the acute inpatient setting, additional flexibility in recruitment and enrollment is needed to determine the efficacy of using app-based psychotherapy on an acute psychiatric ward. Despite the limited sample size, our study suggests that similar interventions may be feasible and acceptable for acutely unwell inpatients. Further study is needed to compare the efficacy of psychotherapeutic apps with existing standards of care in this setting.
Trial Registration
ClinicalTrials.gov NCT04841603; https://clinicaltrials.gov/ct2/show/NCT04841603
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Bendig E, Küchler AM, Baumeister H, Becker T. Blended Care in In-Patient Acute Psychiatric Care. The Example of a Group Training for Social Competences in Adults-A Pretest-Posttest Feasibility Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:9433. [PMID: 34574357 PMCID: PMC8472047 DOI: 10.3390/ijerph18189433] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 08/30/2021] [Accepted: 08/30/2021] [Indexed: 01/10/2023]
Abstract
INTRODUCTION Deficits in social skills can be an important modulating factor in the development and progress of various mental disorders. However, limited resources in inpatient care often impede effective social skills training. This study investigates the feasibility of a blended group training for social skills (SST) in an inpatient psychiatric setting. Methods and Analysis: For this one-group pretest-posttest trial, inpatients with a diagnosed mental disorder were recruited. Participation in the blended SST lasted four weeks and took place within usual inpatient psychiatric care. The blended intervention comprised four face-to-face group sessions and three complementary online modules within four weeks. Assessments took place before (t1) and after (t2) the training. Feasibility outcomes (use, acceptance, satisfaction, implementability into usual psychiatric inpatient care) and effectiveness outcomes regarding social skills were assessed. RESULTS N = 15 participants were recruited. Most patients completed all questionnaires (93%) and all modules of the blended SST concept (60%). All participants (100%) would recommend the blended intervention to a friend. Regarding social skills, exploratory analyses revealed a non-significant medium-sized effect (Cohen's d = 0.5 95%CI 0.3 to 1.25, p = 0.08). DISCUSSION This trial shows that a blended care SST is feasible for the use in acute psychiatric inpatient care setting. Although the wards were acute, with high turnover and change of inpatients, 60% of participants were treated per protocol over four weeks. Overall, the evidence on blended care concepts in psychiatric care settings is extremely poor to date. Hence, this trial should encourage intensified blended inpatient psychiatric care research.
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Affiliation(s)
- Eileen Bendig
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, 89081 Ulm, Germany;
| | - Ann-Marie Küchler
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, 89081 Ulm, Germany;
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, 89081 Ulm, Germany;
| | - Thomas Becker
- Department of Psychiatry II, Bezirkskrankenhaus Günzburg, Ulm University, 89312 Ulm, Germany;
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Bielinski L, Berger T. Internet Interventions for Mental Health: Current State of Research, Lessons Learned and Future Directions. КОНСУЛЬТАТИВНАЯ ПСИХОЛОГИЯ И ПСИХОТЕРАПИЯ 2020. [DOI: 10.17759/cpp.2020280305] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
This article gives an overview of current research on internet interventions in the field of mental health. As a result of COVID-19, the implementation of internet interventions has been given a boost in the mental health sectors of several countries all over the world. With regard to these developments, a definition of internet interventions is provided and the current state of research on different formats, treatment contents, and settings of internet interventions is discussed. Current research on the therapeutic alliance in internet interventions and possible negative effects is also described. The review closes with lessons learned from the past decades of research on internet interventions along with possible implications and future directions.
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