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Harnas SJ, Knoop H, Sprangers MAG, Braamse AMJ. Defining and operationalizing personalized psychological treatment - a systematic literature review. Cogn Behav Ther 2024; 53:467-489. [PMID: 38535891 DOI: 10.1080/16506073.2024.2333345] [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: 10/13/2023] [Accepted: 03/15/2024] [Indexed: 04/10/2024]
Abstract
This systematic literature review aimed to propose a definition of personalized psychological treatment and to suggest how the definition can be operationalized. PsycINFO, Cochrane Library, MEDLINE and EMBASE were searched up to 11 December 2023 for studies in which a definition of personalized psychological treatment was included or a systematic operationalization of personalized psychological treatment was described. Based on a narrative synthesis of the collected definitions, summary categories were developed that informed the proposed definition. Operationalizations were described according to what aspect of treatment, how and when treatment was personalized. The extent to which the operationalizations deviated from the proposed definition was assessed. Thirty-four studies with definitions and 200 with operationalizations were included. The following definition was proposed: personalized psychological treatment aims to optimize treatment outcome for the individual patient by tailoring treatment to unique or specific needs, preferences or other characteristics and includes a systematic adaptation of treatment or a differentiation between treatment strategies. Based on the operationalizations, timing of personalization, specification of the systematic approach and treatment elements that could be personalized were added to the proposed definition. Evidence-based personalization of psychological treatments can be enhanced by clear operationalization based on a comprehensive definition of personalization.
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Affiliation(s)
- Susan J Harnas
- Department of Medical Psychology, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
- Mental Health, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Hans Knoop
- Department of Medical Psychology, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
- Mental Health, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Mirjam A G Sprangers
- Department of Medical Psychology, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
- Mental Health, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Annemarie M J Braamse
- Department of Medical Psychology, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands
- Cancer Treatment and Quality of Life, Cancer Center Amsterdam, Amsterdam, The Netherlands
- Mental Health, Amsterdam Public Health, Amsterdam, The Netherlands
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Jackson HM, Batterham PJ, Calear AL, Ohan JL, Farrer LM. Skill Enactment Among University Students Using a Brief Video-Based Mental Health Intervention: Mixed Methods Study Within a Randomized Controlled Trial. JMIR Ment Health 2024; 11:e53794. [PMID: 39167783 PMCID: PMC11375386 DOI: 10.2196/53794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 03/05/2024] [Accepted: 06/21/2024] [Indexed: 08/23/2024] Open
Abstract
BACKGROUND Mental health problems are common among university students, yet many students do not seek professional help. Digital mental health interventions can increase students' access to support and have been shown to be effective in preventing and treating mental health problems. However, little is known about the extent to which students implement therapeutic skills from these programs in everyday life (ie, skill enactment) or about the impact of skill enactment on outcomes. OBJECTIVE This study aims to assess the effects of a low-intensity video-based intervention, Uni Virtual Clinic Lite (UVC-Lite), in improving skill enactment relative to an attention-control program (primary aim) and examine whether skill enactment influences symptoms of depression and anxiety (secondary aim). The study also qualitatively explored participants' experiences of, and motivations for, engaging with the therapeutic techniques. METHODS We analyzed data from a randomized controlled trial testing the effectiveness of UVC-Lite for symptoms of depression and anxiety among university students with mild to moderate levels of psychological distress. Participants were recruited from universities across Australia and randomly assigned to 6 weeks of self-guided use of UVC-Lite (243/487, 49.9%) or an attention-control program (244/487, 50.1%). Quantitative data on skill enactment, depression, and anxiety were collected through baseline, postintervention, and 3- and 6-month follow-up surveys. Qualitative data were obtained from 29 intervention-group participants through open-ended questions during postintervention surveys (n=17, 59%) and semistructured interviews (n=12, 41%) after the intervention period concluded. RESULTS Mixed model repeated measures ANOVA demonstrated that the intervention did not significantly improve skill enactment (F3,215.36=0.50; P=.68). Skill enactment was also not found to influence change in symptoms of depression (F3,241.10=1.69; P=.17) or anxiety (F3,233.71=1.11; P=.35). However, higher levels of skill enactment were associated with lower symptom levels among both intervention and control group participants across time points (depression: F1,541.87=134.61; P<.001; anxiety: F1,535.11=73.08; P<.001). Inductive content analysis confirmed low levels of skill enactment among intervention group participants. Participants were motivated to use techniques and skills that were perceived to be personally relevant, easily integrated into daily life, and that were novel or had worked for them in the past. CONCLUSIONS The intervention did not improve skill enactment or mental health among students with mild to moderate psychological distress. Low adherence impacted our ability to draw robust conclusions regarding the intervention's impact on outcomes. Factors influencing skill enactment differed across individuals, suggesting that it may be necessary to tailor therapeutic skills and engagement strategies to the individual user. Theoretically informed research involving collaboration with end users is needed to understand the processes underlying skill enactment in digital mental health interventions. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12621000375853; https://tinyurl.com/7b9ar54r.
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Affiliation(s)
- Hayley M Jackson
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Acton ACT, Australia
| | - Philip J Batterham
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Acton ACT, Australia
| | - Alison L Calear
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Acton ACT, Australia
| | - Jeneva L Ohan
- School of Psychological Science, University of Western Australia, Perth, Australia
- Telethon Kids Institute, Nedlands, Australia
| | - Louise M Farrer
- Centre for Mental Health Research, National Centre for Epidemiology and Population Health, The Australian National University, Acton ACT, Australia
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Hirsig A, Häfeli XA, Schmidt SJ. Efficacy of a transdiagnostic Internet prevention approach in adolescents (EMPATIA study): study protocol of a randomized controlled trial. Trials 2024; 25:530. [PMID: 39118136 PMCID: PMC11308397 DOI: 10.1186/s13063-024-08241-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 06/10/2024] [Indexed: 08/10/2024] Open
Abstract
BACKGROUND Most mental disorders have their onset in adolescence. Preventive interventions during this period are important; however, help-seeking behavior is generally poor in this age group resulting in low treatment rates. Internet interventions are expected to be an effective, low-threshold, and scalable approach to overcome barriers to help-seeking, particularly for individuals experiencing subclinical symptoms. Internet-delivered indicated prevention seems promising as it targets individuals with minimal symptoms of mental disorders who might need care but are not help-seeking yet. Previous indicated prevention-approaches have mainly targeted specific risk-syndromes. However, this contradicts the increasing recognition of emerging psychopathology as a complex system characterized by co-occurrence and rapid shifts of subclinical symptoms cutting across diagnostic categories. Therefore, this study will investigate the efficacy, mediators, moderators, and core symptomatic changes of a transdiagnostic Internet-delivered indicated prevention program (EMPATIA program) for adolescents. METHODS This randomized controlled trial (RCT) will be conducted in a general population sample (planned n = 152) of adolescents aged 12-18 years with subclinical symptoms but without any current or past mental disorder. Participants will be randomly assigned to the EMPATIA program or a care as usual (CAU) control condition. The 8-week guided EMPATIA program encompasses 8 modules targeting the following transdiagnostic mechanisms: repetitive negative thinking, self-perfectionism, emotion regulation, intolerance of uncertainty, rejection sensitivity, and behavioral avoidance. Participants will be asked to answer online self-report questionnaires at baseline, after 8 weeks, and at 6-, 9-, and 12-month follow-up. Diagnostic telephone interviews will be conducted at baseline and at 12-month follow-up. Additionally, intervention-specific constructs (motivation, alliance, negative effects, satisfaction, adherence) will be assessed during and after the EMPATIA program. The level of self-reported general psychopathology post-intervention is the primary outcome. DISCUSSION Results will be discussed considering the potential of Internet interventions as a scalable, low-threshold option for indicated prevention in adolescents experiencing subclinical symptoms. The EMPATIA program introduces a novel Internet prevention program targeting six transdiagnostic mechanisms associated with various mental health outcomes. Thereby, this trial pursues a very timely and important topic because it may contribute to narrow the current care gap for adolescents, to prevent mental health problems and related negative consequences, and to promote mental health in the long-term. TRIAL REGISTRATION The trial was approved by Swissmedic (Registration Number: 10001035, 08/22/2022) and the Ethics Committee of Bern (Registration Number: 2022-D0036, 08/22/2022). The trial was registered at ClinicalTrials.gov NCT05934019 on 07-03-2023.
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Affiliation(s)
- Anja Hirsig
- Division of Clinical Child and Adolescent Psychology, University of Bern, Fabrikstrasse 8, Bern, 3012, Switzerland.
| | - Xenia Anna Häfeli
- Division of Clinical Child and Adolescent Psychology, University of Bern, Fabrikstrasse 8, Bern, 3012, Switzerland
| | - Stefanie Julia Schmidt
- Division of Clinical Child and Adolescent Psychology, University of Bern, Fabrikstrasse 8, Bern, 3012, Switzerland
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Eylem-van Bergeijk O, Poulter S, Ashcroft K, Robinson T, Mane P, Islam M, Condell J, Leavey G. Cerina: cognitive-behavioural therapy-based mobile application for managing GAD symptoms among Ulster University Students in Northern Ireland - a protocol for a pilot feasibility randomised controlled trial. BMJ Open 2024; 14:e083554. [PMID: 38950994 PMCID: PMC11218020 DOI: 10.1136/bmjopen-2023-083554] [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: 12/21/2023] [Accepted: 05/30/2024] [Indexed: 07/03/2024] Open
Abstract
INTRODUCTION University students are one of the most vulnerable populations for anxiety disorders worldwide. In Northern Ireland, anxiety disorders appear to be more common among the university student population due to the population demographics across the region. Despite the need, these students show less inclination to access the widely available on-campus well-being services and other external professional services. Digital cognitive-behavioural therapy (CBT) aims to bridge this gap between the need for psychological help and access to it. However, challenges such as limited reach, low adoption, implementation barriers and poor long-term maintenance are mainstay issues resulting in reduced uptake of digital CBT. As a result, the potential impact of digital CBT is currently restricted. The proposed intervention 'Cerina' is a scalable CBT-based mobile app with an interactive user interface that can be implemented in university settings if found to be feasible and effective. METHODS AND ANALYSIS The study is a single-blind pilot feasibility randomised controlled trial aiming to test the feasibility and preliminary effects of Cerina in reducing Generalised Anxiety Disorder (GAD) symptoms. Participants are 90 Ulster University students aged 18 and above with self-reported GAD symptoms. They will be allocated to two conditions: treatment (ie, access to Cerina for 6 weeks) and a wait-list control group (ie, optional on-campus well-being services for 6 weeks). Participants in the wait-list will access Cerina 6 weeks after their randomisation and participants in both conditions will be assessed at baseline, at 3 (mid-assessment) and 6 weeks (postassessment). The primary outcome is the feasibility of Cerina (ie, adherence to the intervention, its usability and the potential to deliver a full trial in the future). The secondary outcomes include generalised anxiety, depression, worry and quality of life. Additionally, participants in both conditions will be invited to semistructured interviews for process evaluation. ETHICS AND DISSEMINATION Ethical approval for the study has been granted by the Ulster University Research Ethics Committee (ID: FCPSY-22-084). The results of the study will be disseminated through publications in scientific articles and presentations at relevant conferences and/or public events. TRIAL REGISTRATION NUMBER NCT06146530.
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Affiliation(s)
- Ozlem Eylem-van Bergeijk
- Division of Population Health, Health Services Research and Primary Care, University of Manchester, Manchester, UK
| | - Siobhan Poulter
- School of Computing, Engineering & Intelligent Systems, Ulster University, Coleraine, UK
| | - Kurtis Ashcroft
- School of Computing, Engineering & Intelligent Systems, Ulster University, Coleraine, UK
| | - Tony Robinson
- School of Computing, Engineering & Intelligent Systems, Ulster University, Coleraine, UK
| | | | | | - Joan Condell
- Centre for Personalised Medicine, Ulster University Faculty of Life and Health Sciences, Derry, UK
| | - Gerard Leavey
- Department of Psychology, Ulster University, Derry, UK
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Ncheka JM, Menon JA, Davies EB, Paul R, Mwaba SOC, Mudenda J, Wharrad H, Tak H, Glazebrook C. Implementing internet-based cognitive behavioural therapy (moodgym) for African students with symptoms of low mood during the COVID-19 pandemic: a qualitative feasibilty study. BMC Psychiatry 2024; 24:92. [PMID: 38302998 PMCID: PMC10835970 DOI: 10.1186/s12888-024-05542-4] [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: 10/03/2023] [Accepted: 01/20/2024] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND Online therapies have been shown to be effective in improving students' mental health. They are cost-effective and therefore have particular advantages in low-income countries like Zambia where mental health resources are limited. This study aimed to explore the perceived impact of the COVID-19 pandemic and the feasibility of implementing an Internet-Based Cognitive Behavioural Therapy (iCBT) intervention ('moodgym') to improve resilience in vulnerable Zambian students. METHODS The study was a qualitative interview study. Participants identifying as having symptoms of low mood and completing a baseline, online survey (n = 620) had the option to volunteer for a semi-structured interview to explore views about their experience of the pandemic and the acceptability and perceived benefits and limitations of using moodgym. RESULTS A total of 50 students (n = 24 female, n = 26 male) participated in the study. One theme with 4 sub-themes, captured the severe emotional and social impact of the COVID-19 pandemic. A second, very strong theme, with 5 sub-themes, reflected the considerable negative effects of the pandemic on the students' educational experience. This included the challenges of online learning. The third theme, with three subthemes, captured the benefits and acceptability of moodgym, particularly in terms of understanding the relationship between thoughts and feelings and improving academic performance. The fourth theme described the technical difficulties experienced by students in attempting to use moodgym. CONCLUSION COVID-19 caused fear and impacted wellbeing in vulnerable students and severely impaired the quality of students' educational experience. The findings suggest that moodgym might be a valuable support to students in a low-income country.
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Affiliation(s)
- Joyce M Ncheka
- School of Medicine, Department of Psychiatry, University of Zambia, Lusaka, Zambia
| | - J Anitha Menon
- School of Humanities and Social Sciences, Department of Psychology, University of Zambia, Lusaka, Zambia
- School of Liberal Studies, University of Petroleum and Energy Sciences, Dehradun, India
- Rochester Institute of Technology, Liberal Arts Department, Dubai, UAE
| | - E Bethan Davies
- Institute of Mental Health, School of Medicine, NIHR MindTech MedTech Co-operative, The University of Nottingham, Nottingham, UK
- Clinical Neurosciences and Mental Health, School of Medicine, Institute of Mental Health, The University of Nottingham, Nottingham, UK
| | - Ravi Paul
- School of Medicine, Department of Psychiatry, University of Zambia, Lusaka, Zambia
| | - Sidney O C Mwaba
- School of Humanities and Social Sciences, Department of Psychology, University of Zambia, Lusaka, Zambia
| | | | - Heather Wharrad
- School of Health Sciences, University of Nottingham, Nottingham, UK
| | - Harsa Tak
- Clinical Neurosciences and Mental Health, School of Medicine, Institute of Mental Health, The University of Nottingham, Nottingham, UK
| | - Cris Glazebrook
- Institute of Mental Health, School of Medicine, NIHR MindTech MedTech Co-operative, The University of Nottingham, Nottingham, UK.
- Clinical Neurosciences and Mental Health, School of Medicine, Institute of Mental Health, The University of Nottingham, Nottingham, UK.
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