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Mohd Kassim MA, Azli Shah SMY, Lim JTY, Mohd Daud TI. Online-Based and Technology-Assisted Psychiatric Education for Trainees: Scoping Review. JMIR MEDICAL EDUCATION 2025; 11:e64773. [PMID: 40233361 PMCID: PMC12041828 DOI: 10.2196/64773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Revised: 01/31/2025] [Accepted: 02/25/2025] [Indexed: 04/17/2025]
Abstract
BACKGROUND The concept of online learning in medical education has been gaining traction, but whether it can accommodate the complexity of higher-level psychiatric training remains uncertain. OBJECTIVE This review aims to identify the various online-based and technology-assisted educational methods used in psychiatric training and to examine the outcomes in terms of trainees' knowledge, skills, and levels of confidence or preference in using such technologies. METHODS A comprehensive search was conducted in PubMed, Cochrane, PsycINFO, Scopus, and ERIC to identify relevant literature from 1991 until 2024. Studies in English and those that had English translations were identified. Studies that incorporated or explored the use of online-based or technology-assisted learning as part of psychiatric training in trainees and had outcomes of interest related to changes in the level of knowledge or skills, changes in the level of preference or confidence in using online-based or technology-assisted learning, and feedback of participants were included. Studies were excluded if they were conducted on populations excluding psychiatric trainees or residents, were mainly descriptive of the concept of the intervention without any relevant study outcome, were not in English or did not have English translations, or were review articles. RESULTS A total of 82 articles were included in the review. The articles were divided into 3 phases: prior to 2015, 2015 to 2019 (prepandemic), and 2020 onward (postpandemic). Articles mainly originated from Western countries, and there was a significant increase in relevant studies after the pandemic. There were 5 methods identified, namely videoconference, online modules/e-learning, virtual patients, software/applications, and social media. These were applied in various aspects of psychiatric education, such as theory knowledge, skills training, psychotherapy supervision, and information retrieval. CONCLUSIONS Videoconference-based learning was the most widely implemented approach, followed by online modules and virtual patients. Despite the outcome heterogeneity and small sample sizes in the included studies, the application of such approaches may have utility in terms of knowledge and skills attainment and could be beneficial for the training of future psychiatrists, especially those in underserved low- and middle-income countries.
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Affiliation(s)
- Mohd Amiruddin Mohd Kassim
- Department of Psychiatry, Faculty of Medicine, Universiti Kebangsaan Malaysia, Bandar Tun Razak, Kuala Lumpur, Malaysia
- Department of Psychiatry, Hospital Canselor Tuanku Muhriz, Bandar Tun Razak, Kuala Lumpur, Malaysia
- Department of Psychiatry and Psychological Health, Faculty of Medicine and Health Sciences, Universiti Malaysia Sabah, Kota Kinabalu, Sabah, Malaysia
| | | | - Jane Tze Yn Lim
- Department of Psychiatry, Faculty of Medicine, Universiti Kebangsaan Malaysia, Bandar Tun Razak, Kuala Lumpur, Malaysia
- Department of Psychiatry, Hospital Canselor Tuanku Muhriz, Bandar Tun Razak, Kuala Lumpur, Malaysia
| | - Tuti Iryani Mohd Daud
- Department of Psychiatry, Faculty of Medicine, Universiti Kebangsaan Malaysia, Bandar Tun Razak, Kuala Lumpur, Malaysia
- Department of Psychiatry, Hospital Canselor Tuanku Muhriz, Bandar Tun Razak, Kuala Lumpur, Malaysia
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Gkintoni E, Vassilopoulos SP, Nikolaou G. Next-Generation Cognitive-Behavioral Therapy for Depression: Integrating Digital Tools, Teletherapy, and Personalization for Enhanced Mental Health Outcomes. MEDICINA (KAUNAS, LITHUANIA) 2025; 61:431. [PMID: 40142242 PMCID: PMC11943665 DOI: 10.3390/medicina61030431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Revised: 02/24/2025] [Accepted: 02/26/2025] [Indexed: 03/28/2025]
Abstract
Background and Objectives: This systematic review aims to present the latest developments in next-generation CBT interventions of digital support tools, teletherapies, and personalized treatment modules in enhancing accessibility, improving treatment adherence, and optimizing therapeutic outcomes for depression. Materials and Methods: This review analyzed 81 PRISMA-guided studies on the efficacy, feasibility, and applicability of NG-CBT approaches. Other important innovations include web-based interventions, AI-operated chatbots, and teletherapy platforms, each of which serves as a critical challenge in delivering mental health care. Key messages have emerged regarding technological readiness, patient engagement, and the changing role of therapists within the digital context of care. Results: Findings indicate that NG-CBT interventions improve treatment accessibility and engagement while maintaining clinical effectiveness. Personalized digital tools enhance adherence, and teletherapy platforms provide scalable and cost-effective alternatives to traditional therapy. Conclusions: Such developments promise great avenues for decreasing the global burden of depression and enhancing the quality of life through novel, accessible, and high-quality therapeutic approaches.
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Affiliation(s)
- Evgenia Gkintoni
- Department of Educational Sciences and Social Work, University of Patras, 26504 Patras, Greece; (S.P.V.); (G.N.)
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Mikkonen K, Helminen EE, Saarni SI, Saarni SE. Learning Outcomes of e-Learning in Psychotherapy Training and Comparison With Conventional Training Methods: Systematic Review. J Med Internet Res 2024; 26:e54473. [PMID: 39073862 PMCID: PMC11319893 DOI: 10.2196/54473] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2023] [Revised: 04/22/2024] [Accepted: 05/21/2024] [Indexed: 07/30/2024] Open
Abstract
BACKGROUND Mental disorders pose a major public health problem in most western countries. The demand for services for common mental health disorders has been on the rise despite the widespread accessibility of medication. Especially, the supply and demand for evidence-based psychotherapy do not align. Large-scale increase of modern psychotherapy is difficult with current methods of training which are often expensive, time consuming, and dependent on a small number of top-level professionals as trainers. E-learning has been proposed to enhance psychotherapy training accessibility, quality, and scalability. OBJECTIVE This systematic review aims to provide an overview of the current evidence regarding e-learning in psychotherapy training. In particular, the review examines the usability, acceptability, and learning outcomes associated with e-learning. Learning outcomes are assessed in different modalities including trainee experiences, knowledge acquisition, skill acquisition, and application of trained content in daily practice. Furthermore, the equivalence of web-based training and conventional training methods is evaluated. METHODS Following the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, a search from Ovid, MEDLINE, PsycINFO, and Scopus databases between 2008 and June 2022 was conducted. Inclusion criteria required studies to describe e-learning systems for psychotherapy training and assess acceptability, feasibility, or learning outcomes. The risk of bias was evaluated for both randomized and nonrandomized studies. Learning outcomes were categorized using the Kirkpatrick model. Effect sizes comparing e-learning and traditional methods were calculated. RESULTS The search yielded 3380 publications, of which 34 fulfilled the inclusion criteria. Positive learning outcomes are generally associated with various e-learning programs in psychotherapy training including trainee satisfaction, knowledge, and skill acquisition, and in application of trained content in clinical practice. Learning outcomes generally show equivalence between e-learning and conventional training methods. The overall effect size, indicating this disparity, was 0.01, suggesting no significant difference. This literature displays a high level of heterogeneity in e-learning solutions and assessment methods. CONCLUSIONS e-Learning seems to have good potential to enhance psychotherapy training by increasing access, scalability, and cost-effectiveness while maintaining quality in terms of learning outcomes. Results are congruent with findings related to e-learning in health education in general where e-learning as a pedagogy is linked to an opportunity to carry out learner-centric practices. Recommendations for conducting psychotherapy training programs in blended settings supported by activating learning methods are presented. However, due to the heterogeneity and limitations in the existing literature, further research is necessary to replicate these findings and to establish global standards for e-learning, as well as for the assessment of training outcomes in psychotherapy education. Research is especially needed on the effects of training on patient outcomes and optimal ways to combine e-learning and conventional training methods in blended learning settings.
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Affiliation(s)
- Kasperi Mikkonen
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Psychiatry, Helsinki University Hospital, Helsinki, Finland
| | - Eeva-Eerika Helminen
- Faculty of Medicine, University of Helsinki, Helsinki, Finland
- Department of Psychiatry, Helsinki University Hospital, Helsinki, Finland
| | - Samuli I Saarni
- Department of Psychiatry, Helsinki University Hospital, Helsinki, Finland
- Faculty of Medicine and Health Technology, University of Tampere, Tampere, Finland
| | - Suoma E Saarni
- Department of Psychiatry, Helsinki University Hospital, Helsinki, Finland
- Faculty of Medicine and Health Technology, University of Tampere, Tampere, Finland
- Psychiatry, Wellbeing Services County of Päijät-Häme, Lahti, Finland
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Lo CK, Hew KF. Design principles for fully online flipped learning in health professions education: a systematic review of research during the COVID-19 pandemic. BMC MEDICAL EDUCATION 2022; 22:720. [PMID: 36229820 PMCID: PMC9559249 DOI: 10.1186/s12909-022-03782-0] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 09/26/2022] [Indexed: 06/10/2023]
Abstract
BACKGROUND During the COVID-19 pandemic, some instructors transitioned their courses into a fully online environment by adopting flipped learning. In this context, this review examined the challenges to fully online flipped learning and identified useful course-design elements for practicing this instructional approach in health professions education. METHODS We followed the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) statement for selecting relevant articles. Thirty-three empirical studies (with 32 unique interventions) published between 2020 and 2021 (i.e., the first 2 years of the pandemic) were selected for analysis. RESULTS When the instructors in the reviewed studies designed and implemented their online flipped courses, numerous challenges emerged, which could be broadly categorized into student-related challenges (e.g., unfamiliarity with online flipped learning; N = 5), faculty challenges (e.g., increased workload; N = 8), and operational challenges (e.g., students' technical problems; N = 9). Nevertheless, we identified various useful elements for online flipped learning practice and organized them based on the following components of the Revised Community of Inquiry (RCoI) framework: cognitive presence (e.g., application of knowledge/skills; N = 12), social presence (e.g., peer interaction; N = 11), teaching presence (e.g., instructors' real-time demonstration/facilitation; N = 17), and learner presence (e.g., care and emotional support; N = 4). CONCLUSIONS Based on the findings from the review and the RCoI framework, we developed nine principles for the effective practice of online flipped learning. These principles appear crucial for sustaining quality health professions education in a fully online flipped learning environment.
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Affiliation(s)
- Chung Kwan Lo
- Department of Mathematics and Information Technology, The Education University of Hong Kong, Hong Kong SAR, China.
| | - Khe Foon Hew
- Faculty of Education, The University of Hong Kong, Hong Kong SAR, China
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Hartzler B, Hinde J, Lang S, Correia N, Yermash J, Yap K, Murphy CM, Ruwala R, Rash CJ, Becker SJ, Garner BR. Virtual Training Is More Cost-Effective Than In-Person Training for Preparing Staff to Implement Contingency Management. JOURNAL OF TECHNOLOGY IN BEHAVIORAL SCIENCE 2022; 8:1-10. [PMID: 36246531 PMCID: PMC9553630 DOI: 10.1007/s41347-022-00283-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 09/18/2022] [Accepted: 09/29/2022] [Indexed: 12/04/2022]
Abstract
Behavior therapy implementation relies in part on training to foster counselor skills in preparation for delivery with fidelity. Amidst Covid-19, the professional education arena witnessed a rapid shift from in-person to virtual training, yet these modalities' relative utility and expense is unknown. In the context of a cluster-randomized hybrid type 3 trial of contingency management (CM) implementation in opioid treatment programs (OTPs), a multi-cohort design presented rare opportunity to compare cost-effectiveness of virtual vs. in-person training. An initial counselor cohort (n = 26) from eight OTPs attended in-person training, and a subsequent cohort (n = 31) from ten OTPs attended virtual training. Common training elements were the facilitator, learning objectives, and educational strategies/activities. All clinicians submitted a post-training role-play, independently scored with a validated fidelity instrument for which performances were compared against benchmarks representing initial readiness and advanced proficiency. To examine the utility and expense of in-person and virtual trainings, cohort-specific rates for benchmark attainment were computed, and per-clinician expenses were estimated. Adjusted between-cohort differences were estimated via ordinary least squares, and an incremental cost effectiveness ratio (ICER) was calculated. Readiness and proficiency benchmarks were attained at rates 12-14% higher among clinicians attending virtual training, for which aggregated costs indicated a $399 per-clinician savings relative to in-person training. Accordingly, the ICER identified virtual training as the dominant strategy, reflecting greater cost-effectiveness across willingness-to-pay values. Study findings document greater utility, lesser expense, and cost-effectiveness of virtual training, which may inform post-pandemic dissemination of CM and other therapies.
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Affiliation(s)
- Bryan Hartzler
- Department of Psychiatry and Behavioral Sciences, University of Washington, 1107 NE 45th Street, Suite 120, Seattle, WA 98105-4631 USA
| | - Jesse Hinde
- Research Triangle Institute International, Research Triangle Park, NC 27709 USA
| | - Sharon Lang
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Nicholas Correia
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Julia Yermash
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Kim Yap
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Cara M. Murphy
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Richa Ruwala
- Research Triangle Institute International, Research Triangle Park, NC 27709 USA
| | | | - Sara J. Becker
- Brown University Center for Alcohol and Addiction Studies, Providence, RI 02912 USA
| | - Bryan R. Garner
- Research Triangle Institute International, Research Triangle Park, NC 27709 USA
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Jeppesen UN, Due AS, Mariegaard L, Pinkham A, Vos M, Veling W, Nordentoft M, Glenthøj LB. Face Your Fears: Virtual reality-based cognitive behavioral therapy (VR-CBT) versus standard CBT for paranoid ideations in patients with schizophrenia spectrum disorders: a randomized clinical trial. Trials 2022; 23:658. [PMID: 35971137 PMCID: PMC9377061 DOI: 10.1186/s13063-022-06614-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 08/02/2022] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Schizophrenia spectrum disorders cause suffering for patients, relatives, and the surrounding society. Paranoid ideations, encompassing ideas of social reference and manifest persecutory delusions, are among the most frequent symptoms in this population and a cause of significant distress. Recent meta-analyses of cognitive behavioral therapy (CBT) for psychosis show small to moderate effect sizes in reducing paranoid ideations. Virtual reality-based CBT (VR-CBT) could improve therapy efficacy as exposure and behavioral experiments in VR can be optimized, individualized, and carried out in a safe environment. Few VR-CBT studies exist for paranoid ideations and there is a need for large-scale, methodologically rigorous trials. METHODS This study is a randomized, assessor-blinded parallel-groups multi-center superiority clinical trial, fulfilling the CONSORT criteria for non-pharmacological treatment. A total of 256 patients diagnosed with schizophrenia spectrum disorder, including schizotypal disorder (ICD-10 F20-29), will be allocated to either 10 sessions of symptom-specific CBT-VR plus treatment as usual-versus 10 sessions of standard symptom-specific CBT for paranoid ideations (CBT) plus treatment as usual. All participants will be assessed at baseline, treatment end (3 months post baseline), and then 9 months post baseline. A stratified block-randomization with concealed randomization sequence will be conducted. Independent assessors blinded to the treatment will evaluate the outcome. Analysis of outcome will be carried out with the intention to treat principles. The primary outcome is ideas of social reference measured with Green Paranoid Thought Scale Part A (GPTS-A) at the cessation of treatment at 3 months post baseline. Secondary outcomes are ideas of persecution (GPTS-B), Social Interaction Anxiety Scale (SIAS), Personal and Social Performance scale (PSP), Safety Behavior Questionnaire (SBQ), and CANTAB Emotion Recognition Task. DISCUSSION The trial will elucidate whether VR-CBT can enhance therapy efficacy for paranoid ideations. Additionally, Trial findings will provide evidence on the effectiveness and cost-effectiveness of VR-CBT for paranoid ideations that can guide the possible dissemination and implementation into clinical practice. TRIAL REGISTRATION ClinicalTrials.gov NCT04902066 . Initial release April 9th, 2021.
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Affiliation(s)
- U. N. Jeppesen
- grid.5254.60000 0001 0674 042XCopenhagen Research Centre on Mental Health (CORE), University of Copenhagen, Copenhagen, Denmark ,grid.5254.60000 0001 0674 042XDepartment of Psychology, University of Copenhagen, Copenhagen, Denmark
| | - A. S. Due
- grid.5254.60000 0001 0674 042XCopenhagen Research Centre on Mental Health (CORE), University of Copenhagen, Copenhagen, Denmark
| | - L. Mariegaard
- grid.5254.60000 0001 0674 042XCopenhagen Research Centre on Mental Health (CORE), University of Copenhagen, Copenhagen, Denmark
| | - A. Pinkham
- grid.267323.10000 0001 2151 7939School of Behavioral and Brain Sciences, University of Texas at Dallas, Richardson, USA
| | - M. Vos
- grid.4494.d0000 0000 9558 4598Faculty of Medical Sciences, University Medical Center Groningen, Center of Psychiatry, University of Groningen, Groningen, Netherlands
| | - W. Veling
- grid.4494.d0000 0000 9558 4598Faculty of Medical Sciences, University Medical Center Groningen, Center of Psychiatry, University of Groningen, Groningen, Netherlands
| | - M. Nordentoft
- grid.5254.60000 0001 0674 042XCopenhagen Research Centre on Mental Health (CORE), University of Copenhagen, Copenhagen, Denmark
| | - L. B. Glenthøj
- grid.5254.60000 0001 0674 042XCopenhagen Research Centre on Mental Health (CORE), University of Copenhagen, Copenhagen, Denmark ,grid.5254.60000 0001 0674 042XDepartment of Psychology, University of Copenhagen, Copenhagen, Denmark
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