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Zheng WY, Shvetcov A, Slade A, Jenkins Z, Hoon L, Whitton A, Logothetis R, Ravindra S, Kurniawan S, Gupta S, Huckvale K, Stech E, Agarwal A, Funke Kupper J, Cameron S, Rosenberg J, Manoglou N, Senadeera M, Venkatesh S, Mouzakis K, Vasa R, Christensen H, Newby JM. Recruiting Young People for Digital Mental Health Research: Lessons From an AI-Driven Adaptive Trial. J Med Internet Res 2025; 27:e60413. [PMID: 39808785 DOI: 10.2196/60413] [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: 05/15/2024] [Revised: 11/12/2024] [Accepted: 11/12/2024] [Indexed: 01/16/2025] Open
Abstract
BACKGROUND With increasing adoption of remote clinical trials in digital mental health, identifying cost-effective and time-efficient recruitment methodologies is crucial for the success of such trials. Evidence on whether web-based recruitment methods are more effective than traditional methods such as newspapers, media, or flyers is inconsistent. Here we present insights from our experience recruiting tertiary education students for a digital mental health artificial intelligence-driven adaptive trial-Vibe Up. OBJECTIVE We evaluated the effectiveness of recruitment via Facebook and Instagram compared to traditional methods for a treatment trial and compared different recruitment methods' retention rates. With recruitment coinciding with COVID-19 lockdowns across Australia, we also compared the cost-effectiveness of social media recruitment during and after lockdowns. METHODS Recruitment was completed for 2 pilot trials and 6 minitrials from June 2021 to May 2022. To recruit participants, paid social media advertising on Facebook and Instagram was used, alongside mailing lists of university networks and student organizations or services, media releases, announcements during classes and events, study posters or flyers on university campuses, and health professional networks. Recruitment data, including engagement metrics collected by Meta (Facebook and Instagram), advertising costs, and Qualtrics data on recruitment methods and survey completion rates, were analyzed using RStudio with R (version 3.6.3; R Foundation for Statistical Computing). RESULTS In total, 1314 eligible participants (aged 22.79, SD 4.71 years; 1079, 82.1% female) were recruited to 2 pilot trials and 6 minitrials. The vast majority were recruited via Facebook and Instagram advertising (n=1203; 92%). Pairwise comparisons revealed that the lead institution's website was more effective in recruiting eligible participants than Facebook (z=3.47; P=.003) and Instagram (z=4.23; P<.001). No differences were found between recruitment methods in retaining participants at baseline, at midpoint, and at study completion. Wilcoxon tests found significant differences between lockdown (pilot 1 and pilot 2) and postlockdown (minitrials 1-6) on costs incurred per link click (lockdown: median Aus $0.35 [US $0.22], IQR Aus $0.27-$0.47 [US $0.17-$0.29]; postlockdown: median Aus $1.00 [US $0.62], IQR Aus $0.70-$1.47 [US $0.44-$0.92]; W=9087; P<.001) and the amount spent per hour to reach the target sample size (lockdown: median Aus $4.75 [US $2.95], IQR Aus $1.94-6.34 [US $1.22-$3.97]; postlockdown: median Aus $13.29 [US $8.26], IQR Aus $4.70-25.31 [US $2.95-$15.87]; W=16044; P<.001). CONCLUSIONS Social media advertising via Facebook and Instagram was the most successful strategy for recruiting distressed tertiary students into this artificial intelligence-driven adaptive trial, providing evidence for the use of this recruitment method for this type of trial in digital mental health research. No recruitment method stood out in terms of participant retention. Perhaps a reflection of the added distress experienced by young people, social media recruitment during the COVID-19 lockdown period was more cost-effective. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12621001092886; https://tinyurl.com/39f2pdmd; Australian New Zealand Clinical Trials Registry ACTRN12621001223820; https://tinyurl.com/bdhkvucv.
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Affiliation(s)
- Wu Yi Zheng
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Artur Shvetcov
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Aimy Slade
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Zoe Jenkins
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Leonard Hoon
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Alexis Whitton
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Rena Logothetis
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Smrithi Ravindra
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Stefanus Kurniawan
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Sunil Gupta
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Kit Huckvale
- Centre for Digital Transformation of Health, University of Melbourne, Melbourne, Australia
| | - Eileen Stech
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Akash Agarwal
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Joost Funke Kupper
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Stuart Cameron
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Jodie Rosenberg
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Nicholas Manoglou
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Manisha Senadeera
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Svetha Venkatesh
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Kon Mouzakis
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Rajesh Vasa
- Applied Artificial Intelligence Institute, Deakin University, Melbourne, Australia
| | - Helen Christensen
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Jill M Newby
- Black Dog Institute, University of New South Wales, Sydney, Australia
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Bailey S, Newton N, Perry Y, Grummitt L, Tiko R, Baams L, Barrett E. Effectiveness, efficacy, acceptability, and feasibility of trauma-informed depression, anxiety, and substance use prevention programs for young people aged 12-25 years: A mixed-methods systematic review. J Adolesc 2025; 97:31-72. [PMID: 39501606 DOI: 10.1002/jad.12407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 09/01/2024] [Accepted: 09/05/2024] [Indexed: 01/07/2025]
Abstract
BACKGROUND Mental ill-health and substance use bear significant public health burden on young people. Prevention is key. Trauma-informed approaches to prevention of mental ill-health and substance use demonstrate significant promise, yet it is unclear how well existing approaches work for young people targeting mental ill-health and substance use. This review aimed to assess the effectiveness, feasibility, and acceptability of trauma-informed mental ill-health and/or substance use prevention programs for young people. METHODS We searched the PsycINFO, CINAHL, Embase, MEDLINE, and Cochrane Library reference databases for peer-reviewed studies of trauma-informed mental ill-health and/or substance use prevention programs for young people published between 2013 and 2022. Studies in any language were included and reference lists of included articles were scanned for additional studies of relevance. RESULTS In total, 30 studies were included in this review, comprising five randomized controlled trials (RCTs), seven non-RCTs, 10 quasi-experimental designs, and eight qualitative studies. Among the 30 studies, 27 unique trauma-informed prevention interventions were detailed. Eighteen studies reported statistically significant decreases in mental ill-health, and two studies reported significant decreases in substance use outcomes among participants, up to 6 months following the interventions. Most preventative interventions with statistically significant effects were selective (rather than universal or indicated) in their approach (n = 10, 55%). Broad acceptability and feasibility of trauma-informed prevention programs was observed among studies reporting this information though most quantitative studies were at high risk of bias and/or did not include a control group, whilst qualitative studies tended to report research conducted without a priori research aims. DISCUSSION This review synthesizes for the first-time evidence on the effectiveness (or efficacy), feasibility, and acceptability of trauma-informed mental ill-health and/or substance use programs for young people, especially for those exposed to traumatic or adverse experiences. While there are promising efficacy outcomes, further research conducting rigorous, well-powered RCTs is required for large-scale evaluation and scaling of the potential preventative benefits of such programs.
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Affiliation(s)
- Sasha Bailey
- The Matilda Centre for Research in Mental Health and Substance Use, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Nicola Newton
- The Matilda Centre for Research in Mental Health and Substance Use, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Yael Perry
- The Kids Research Institute, University of Western Australia, Perth, Western Australia, Australia
| | - Lucinda Grummitt
- The Matilda Centre for Research in Mental Health and Substance Use, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Raaya Tiko
- The Matilda Centre for Research in Mental Health and Substance Use, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
| | - Laura Baams
- The Pedagogy and Educational Sciences Department, University of Groningen, Groningen, The Netherlands
| | - Emma Barrett
- The Matilda Centre for Research in Mental Health and Substance Use, Faculty of Medicine and Health, The University of Sydney, Sydney, New South Wales, Australia
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Moran P, Bick D, Biddle L, Borries B, Kandiyali R, Mgaieth F, Patel V, Rigby J, Seume P, Sadhnani V, Smith N, Swales M, Turner N. Perinatal emotional skills groups for women and birthing people with borderline personality disorder: outcomes from a feasibility randomised controlled trial. BJPsych Open 2024; 11:e12. [PMID: 39721952 PMCID: PMC11733485 DOI: 10.1192/bjo.2024.833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 10/21/2024] [Accepted: 10/31/2024] [Indexed: 12/28/2024] Open
Abstract
BACKGROUND There is no clear evidence about how to support people with borderline personality disorder (BPD) during the perinatal period. Perinatal emotional skills groups (ESGs) may be helpful, but their efficacy has not been tested. AIMS To test the feasibility of conducting a randomised controlled trial (RCT) of perinatal ESGs for women and birthing people with BPD. METHOD Two-arm parallel-group feasibility RCT. We recruited people from two centres, aged over 18 years, meeting DSM-5 diagnostic criteria for BPD, who were pregnant or within 12 months of a live birth. Eligible individuals were randomly allocated on a 1:1 ratio to ESGs + treatment as usual (TAU), or to TAU. Outcomes were assessed at 4 months post randomisation. RESULTS A total of 100% of the pre-specified sample (n = 48) was recruited over 6 months, and we obtained 4-month outcome data on 92% of randomised participants. In all, 54% of participants allocated to perinatal ESGs attended 75% of the full group treatment (median number of sessions: 9 (interquartile range 6-11). At 4 months, levels of BPD symptoms (adjusted coefficient -2.0, 95% CI -6.2 to 2.1) and emotional distress (-2.4, 95% CI -6.2 to 1.5) were lower among those allocated to perinatal ESGs. The directionality of effect on well-being and social functioning also favoured the intervention. The cost of delivering perinatal ESGs was estimated to be £918 per person. CONCLUSIONS Perinatal ESGs may represent an effective intervention for perinatal women and birthing people with BPD. Their efficacy should be tested in a fully powered RCT, and this is a feasible undertaking. TRIAL REGISTRATION ISRCTN80470632.
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Affiliation(s)
- Paul Moran
- Centre for Academic Mental Health, Population Health Sciences Department, Bristol Medical School, University of Bristol, UK
| | - Debra Bick
- Warwick Clinical Trials Unit, Warwick Medical School, University of Warwick, UK
| | - Lucy Biddle
- Population Health Sciences Department, Bristol Medical School, University of Bristol, UK
| | - Belinda Borries
- Specialist Community Perinatal Mental Health Service, Avon & Wiltshire Mental Health Partnership NHS Trust, Bristol, UK
| | - Rebecca Kandiyali
- Centre for Health Economics, Warwick Clinical Trials Unit, University of Warwick, UK
| | - Farah Mgaieth
- Department of Clinical, Educational & Health Psychology, University College London, UK
| | - Vivan Patel
- Centre for Health Economics, Warwick Clinical Trials Unit, University of Warwick, UK
| | - Janice Rigby
- Channi Kumar Mother and Baby Unit, Bethlem Royal Hospital, South London and Maudsley NHS Foundation Trust, London, UK
| | - Penny Seume
- Centre for Academic Mental Health, Population Health Sciences Department, Bristol Medical School, University of Bristol, UK
| | - Vaneeta Sadhnani
- Specialist Community Perinatal Mental Health Service, Avon & Wiltshire Mental Health Partnership NHS Trust, Bristol, UK
| | - Nadine Smith
- Patient and Public Involvement and Engagement Lead, University of Bristol, UK
| | - Michaela Swales
- North Wales Clinical Psychology Programme, Bangor University, UK
| | - Nicholas Turner
- Population Health Sciences Department, Bristol Medical School, University of Bristol, UK
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Smith M, James R, Howlett N, Mengoni S, Jones J, Sims E, Turner D, Grant K, Clark A, Murdoch J, Bottoms L, Wilson J, Sharma S, Chater A, Guillard C, Clarke T, Jones A, David L, Wyatt S, Rourke C, Wellsted D, Trivedi D. Energetic activity for depression in young people aged 13-17 years: the READY feasibility RCT. Health Technol Assess 2024:1-26. [PMID: 39709549 PMCID: PMC11744430 DOI: 10.3310/kwnh4507] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2024] Open
Abstract
Background Prevalence of depression is increasing in young people. Behaviour change interventions providing benefits equal to or greater than talking therapies or pharmacological alternatives are needed. Exercise could be beneficial for young people with depression, but we lack robust trials of its effectiveness. Objective To test whether an exercise intervention targeting young people with depression is feasible, including recruitment and retention of young people, recruitment and training of exercise professionals and intervention delivery. Design Three-arm cluster feasibility randomised controlled trial with embedded process evaluation and health economic data collection. Setting Local community venues in Hertfordshire, Bedfordshire and Norfolk. Participants Young people aged 13-17 years experiencing mild to moderate low mood or depression (indicated by scoring 17-36 on the Child Depression Inventory version 2) identified by mental health services, schools or self-referral. Interventions Participants were randomised to one of three groups: high-intensity exercise, low-intensity exercise or a social activity control. Group sessions ran twice-weekly for 12 weeks delivered by registered exercise professionals, supported by mental health support workers. Main outcome measures Referral, recruitment and retention rates; attendance at group sessions; adherence to and ability to reach intensity during exercise sessions; proportions of missing data, and adverse events measured at baseline and at 3 and 6 months; resource use; and reach and representativeness. Results Of 321 referrals to the study, 173 were assessed for eligibility, and of the target sample size of 81, 15 were recruited and 14 were randomised (one withdrew). The retention rate was 71.4% and attendance at intervention sessions was > 67%; data completeness was > 80% for baseline assessments. Follow-up completion rate at 14 weeks was > 80% for most outcomes, with 50% for accelerometer data in the low-intensity group. Trial processes and the intervention were acceptable to young people. Barriers to and facilitators of intervention delivery were identified. Limitations Findings highlighted challenges around recruitment, delivery of exercise interventions and informed ways of addressing barriers to recruitment for future studies. The study was conducted between October 2020 and August 2022 and consequently the COVID-19 pandemic had a disruptive impact on implementation. Conclusions A large randomised trial of the effectiveness of the intervention is not feasible using the current study design, but issues relating to recruitment could be addressed with further work. Future work Developing appropriate recruitment strategies via triage services, general practitioner practices, schools and social media and early engagement with the local Clinical Research Network to support recruitment to the study would address the significant shortfalls identified. Young people who are deemed unsuitable for mental health services should be followed up to be offered participation in such interventions. Collaborations between the NHS services and sports delivery partners should consider in-person contact with young people rather than remote consultations. Recruiting through general practitioner practices is effective and relatively inexpensive. The role of community engagement (socialmedia, public health agencies, community groups) needs to be further explored. Strong public and patient involvement and engagement via young people advisory groups is important to ensure that research is relevant to young people. Funding This article presents independent research funded by the National Institute for Health and Care Research (NIHR) Health Technology Assessment programme as award number 17/78/10.
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Affiliation(s)
- Megan Smith
- Centre for Health Services and Clinical Research, University of Hertfordshire, Hatfield, UK
| | - Ryan James
- Centre for Health Services and Clinical Research, University of Hertfordshire, Hatfield, UK
- Department of Psychology, Sport and Geography, University of Hertfordshire, Hatfield, UK
| | - Neil Howlett
- Department of Psychology, Sport and Geography, University of Hertfordshire, Hatfield, UK
| | - Silvana Mengoni
- Centre for Health Services and Clinical Research, University of Hertfordshire, Hatfield, UK
- Department of Psychology, Sport and Geography, University of Hertfordshire, Hatfield, UK
| | - Julia Jones
- Centre for Research in Public Health and Community Care, University of Hertfordshire, Hatfield, UK
| | - Erika Sims
- Norwich Clinical Trials Unit, Norwich Medical School, University of East Anglia, Norwich, UK
| | - David Turner
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Kelly Grant
- Norwich Clinical Trials Unit, Norwich Medical School, University of East Anglia, Norwich, UK
| | - Allan Clark
- Norwich Clinical Trials Unit, Norwich Medical School, University of East Anglia, Norwich, UK
- Norwich Medical School, University of East Anglia, Norwich, UK
| | - Jamie Murdoch
- School of Life Course and Population Sciences, King's College London, London, UK
| | - Lindsay Bottoms
- Centre for Health Services and Clinical Research, University of Hertfordshire, Hatfield, UK
| | - Jonathan Wilson
- Norwich Medical School, University of East Anglia, Norwich, UK
- Norfolk and Suffolk NHS Foundation Trust, Hellesdon Hospital, Norwich, UK
| | - Shivani Sharma
- College of Business and Social Sciences, Aston University, Birmingham, UK
| | - Angel Chater
- Institute for Sport and Physical Activity Research, University of Bedfordshire, Bedford, UK
- Centre for Behaviour Change, University College London, London, UK
| | - Cecile Guillard
- Norwich Clinical Trials Unit, Norwich Medical School, University of East Anglia, Norwich, UK
| | - Timothy Clarke
- Norwich Medical School, University of East Anglia, Norwich, UK
- Norfolk and Suffolk NHS Foundation Trust, Hellesdon Hospital, Norwich, UK
| | - Andy Jones
- Centre for Health Services Studies, University of Kent, Canterbury, UK
| | | | - Solange Wyatt
- Centre for Health Services and Clinical Research, University of Hertfordshire, Hatfield, UK
| | - Claire Rourke
- NHS Blood and Transplant, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK
| | - David Wellsted
- Centre for Health Services and Clinical Research, University of Hertfordshire, Hatfield, UK
| | - Daksha Trivedi
- Centre for Research in Public Health and Community Care, University of Hertfordshire, Hatfield, UK
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Christodoulou V, Liu D, Esterman A, Galletly C. 'Facilitators and barriers to recruitment in mental health research: A survey of psychiatrists and psychiatry registrars in training'. Australas Psychiatry 2024:10398562241288424. [PMID: 39388676 DOI: 10.1177/10398562241288424] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/12/2024]
Abstract
OBJECTIVE To explore the attitudes of Royal Australian and New Zealand College of Psychiatrists (RANZCP) consultants and registrars towards recruitment of patients in mental health research. Specifically, we aimed to measure potential barriers and facilitators for recruitment and comment on strategies for improvement. METHOD A survey was distributed to 287 consultant and trainee psychiatrists working across South Australian public mental health services. The survey was hosted via SurveyMonkey and ran for 5 weeks from April to June 2023. Participant's attitudes were recorded through use of Likert scale, yes/no and free-text response. RESULTS In total, 88 responses were collected, corresponding to a 30.7% response rate. Participants were interested in mental health research, with 90.7% reading articles and 61.4% reporting personal research engagement. The factors that rated most highly as recruitment barriers were unawareness of current studies, competing clinical demands and not prioritising recruitment. Factors felt most strongly to facilitate recruitment included the presence of an onsite research assistant and the clinician viewing the trial as clinically relevant. CONCLUSIONS While attitudes towards research were generally positive, many barriers to recruitment were identified. Increased advertising of current studies, presence of an onsite research assistant and reduction in clinicians' workload are likely to improve clinicians' capacity to recruit.
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Affiliation(s)
| | - Dennis Liu
- Northern Adelaide Local Health Network, Elizabeth Vale, SA, Australia
| | - Adrian Esterman
- Biostatistics and Epidemiology, ARENA Research Centre, Rosemary Bryant AO Research Centre, University of South Australia, Allied Health & Human Performance, Adelaide, SA, Australia
| | - Cherrie Galletly
- Psychiatry, Adelaide Medical School, The University of Adelaide, Adelaide, SA, Australia
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Youssef A, Nichol AA, Martinez-Martin N, Larson DB, Abramoff M, Wolf RM, Char D. Ethical Considerations in the Design and Conduct of Clinical Trials of Artificial Intelligence. JAMA Netw Open 2024; 7:e2432482. [PMID: 39240560 PMCID: PMC11380101 DOI: 10.1001/jamanetworkopen.2024.32482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Accepted: 07/15/2024] [Indexed: 09/07/2024] Open
Abstract
Importance Safe integration of artificial intelligence (AI) into clinical settings often requires randomized clinical trials (RCT) to compare AI efficacy with conventional care. Diabetic retinopathy (DR) screening is at the forefront of clinical AI applications, marked by the first US Food and Drug Administration (FDA) De Novo authorization for an autonomous AI for such use. Objective To determine the generalizability of the 7 ethical research principles for clinical trials endorsed by the National Institute of Health (NIH), and identify ethical concerns unique to clinical trials of AI. Design, Setting, and Participants This qualitative study included semistructured interviews conducted with 11 investigators engaged in the design and implementation of clinical trials of AI for DR screening from November 11, 2022, to February 20, 2023. The study was a collaboration with the ACCESS (AI for Children's Diabetic Eye Exams) trial, the first clinical trial of autonomous AI in pediatrics. Participant recruitment initially utilized purposeful sampling, and later expanded with snowball sampling. Study methodology for analysis combined a deductive approach to explore investigators' perspectives of the 7 ethical principles for clinical research endorsed by the NIH and an inductive approach to uncover the broader ethical considerations implementing clinical trials of AI within care delivery. Results A total of 11 participants (mean [SD] age, 47.5 [12.0] years; 7 male [64%], 4 female [36%]; 3 Asian [27%], 8 White [73%]) were included, with diverse expertise in ethics, ophthalmology, translational medicine, biostatistics, and AI development. Key themes revealed several ethical challenges unique to clinical trials of AI. These themes included difficulties in measuring social value, establishing scientific validity, ensuring fair participant selection, evaluating risk-benefit ratios across various patient subgroups, and addressing the complexities inherent in the data use terms of informed consent. Conclusions and Relevance This qualitative study identified practical ethical challenges that investigators need to consider and negotiate when conducting AI clinical trials, exemplified by the DR screening use-case. These considerations call for further guidance on where to focus empirical and normative ethical efforts to best support conduct clinical trials of AI and minimize unintended harm to trial participants.
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Affiliation(s)
- Alaa Youssef
- Departments of Radiology, Stanford University School of Medicine, Stanford, California
| | - Ariadne A. Nichol
- Center for Biomedical Ethics, Stanford University School of Medicine, Stanford, California
| | - Nicole Martinez-Martin
- Center for Biomedical Ethics, Stanford University School of Medicine, Stanford, California
- Department of Psychiatry, Stanford University School of Medicine, Stanford, California
| | - David B. Larson
- Departments of Radiology, Stanford University School of Medicine, Stanford, California
| | - Michael Abramoff
- Department of Ophthalmology and Visual Sciences, University of Iowa Hospital and Clinics, Iowa City
- Electrical and Computer Engineering, University of Iowa, Iowa City
| | - Risa M. Wolf
- Division of Endocrinology, Department of Pediatrics, The Johns Hopkins School of Medicine, Baltimore, Maryland
| | - Danton Char
- Center for Biomedical Ethics, Stanford University School of Medicine, Stanford, California
- Department of Anesthesiology, Division of Pediatric Cardiac Anesthesia, Stanford, California
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7
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Savaglio M, Vincent A, Bentley M, Gaul J, Poke S, Watson N, Skouteris H. A Controlled Evaluation of a Psychosocial Outreach Support Program for Adults with Severe Mental Illness. PSYCHOSOCIAL INTERVENTION 2024; 33:179-185. [PMID: 39234360 PMCID: PMC11370126 DOI: 10.5093/pi2024a12] [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: 02/19/2024] [Accepted: 06/05/2024] [Indexed: 09/06/2024]
Abstract
Objective: Serious mental illness (SMI) remains a leading cause of disability worldwide. However, there is limited Australian evidence of community-based programs to enhance the psychosocial wellbeing of adults experiencing SMI. Foundations is a long-term community-based psychosocial outreach support program delivered in Tasmania, Australia. A longitudinal non-randomised controlled trial was conducted to examine the effectiveness of the Foundations program on adults' psychosocial functioning, clinical symptomology, and hospital readmissions, in comparison to standard care only. Method: Participants were adults aged 18-64 years experiencing SMI. Control participants received standard clinical care only. Intervention participants were engaged in the Foundations program in addition to standard care. Data were collected at program commencement, midpoint, closure, and six-months post-closure. Linear mixed modelling was used to examine differences between groups. Results: Intervention participants achieved better psychosocial functioning in comparison to the control group by program closure and at six-month follow-up. No significant differences were observed for clinical mental health symptomology or hospital readmission rates. Length of readmission stay was significantly shorter for intervention participants. Conclusions: The findings highlight the additional value of community-based, recovery-oriented, psychosocial outreach support alongside clinical mental health care to enhance the psychosocial wellbeing of adults experiencing SMI.
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Affiliation(s)
- Melissa Savaglio
- Monash UniversitySchool of Public Health and Preventive MedicineHealth and Social Care UnitMelbourneVictoriaAustraliaHealth and Social Care Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia;
| | - Ash Vincent
- BaptcareTasmaniaAustraliaBaptcare, Tasmania, Australia;
| | | | - Jasmine Gaul
- BaptcareTasmaniaAustraliaBaptcare, Tasmania, Australia;
| | - Stuart Poke
- BaptcareTasmaniaAustraliaBaptcare, Tasmania, Australia;
| | - Nicole Watson
- BaptcareTasmaniaAustraliaBaptcare, Tasmania, Australia;
| | - Helen Skouteris
- Monash UniversitySchool of Public Health and Preventive MedicineHealth and Social Care UnitMelbourneVictoriaAustraliaHealth and Social Care Unit, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia;
- University of WarwickWarwick Business SchoolCoventryUnited KingdomWarwick Business School, University of Warwick, Coventry, United Kingdom
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Alghamdi NA, Dunn K, Cairns D, Melville C. Utilising quantitative methods to study the intersectionality of multiple social disadvantages in women with common mental disorders: a systematic review. Int J Equity Health 2023; 22:264. [PMID: 38110942 PMCID: PMC10729432 DOI: 10.1186/s12939-023-02061-8] [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: 11/29/2022] [Accepted: 11/14/2023] [Indexed: 12/20/2023] Open
Abstract
Women are at greater risk of common mental disorders. The intersectionality concept provides a framework to examine the effects of multiple social disadvantages on women's mental health. We conducted a systematic review to collect and analyse information to identify the quantitative methodologies and study designs used in intersectional research to examine women's mental health and multiple social disadvantages. Included studies used accepted statistical methods to explore the intersectional effects of gender and one or more types of social disadvantage from the PROGRESS-Plus inequity framework: a place of residence, race/ethnicity, occupation, gender/ sex, religion, education, socioeconomic status, social capital (O'Neill et al. J Clin Epidemiol 67:56-64, 2014). The scope of this systematic review was limited to studies that analysed common mental disorders in women and men comparatively. Studies focusing on only one gender were excluded, ensuring a comprehensive comparative analysis of the intersection of social disadvantages in mental health.Twelve papers were included in the narrative synthesis (Table 1). Eight of the included papers (67%) reported an intersectional effect of gender and one or more additional types of social disadvantage. The multiplicative effect of gender and socioeconomic status on the risk of common mental disorders was the most commonly reported interaction. This systematic review shows that multiplicative and simultaneous interactions of multiple social disadvantage increase the risk of common mental disorders experienced by women. Moreover, it underlines the potential for quantitative research methods to complement qualitative intersectionality research on gender and mental health. The findings of this systematic review highlight the importance of multiple social disadvantage in understanding the increased risk of mental health experienced by women.
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Affiliation(s)
- Nadia Alhamd Alghamdi
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
- School of Health and Wellbeing, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Kirsty Dunn
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
- School of Health and Wellbeing, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Deborah Cairns
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK
- School of Health and Wellbeing, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK
| | - Craig Melville
- Institute of Health and Wellbeing, University of Glasgow, Glasgow, UK.
- School of Health and Wellbeing, College of Medical Veterinary and Life Sciences, University of Glasgow, Glasgow, UK.
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9
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Cheng DK, Ullah MH, Gage H, Moineddin R, Sud A. Chronic pain trials often exclude people with comorbid depressive symptoms: A secondary analysis of 346 randomized controlled trials. Clin Trials 2023; 20:632-641. [PMID: 37345528 PMCID: PMC10638851 DOI: 10.1177/17407745231182010] [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] [Indexed: 06/23/2023]
Abstract
BACKGROUND Chronic pain and depression are common comorbid conditions, but there is limited evidence-based guidance for management of the two conditions together. In recent years, there has been an increase in the number of chronic pain randomized controlled trials that collect depression outcomes, but it is unknown how often these trials include people with depression or significant depressive symptoms. If trials do not include participants representative of real-world populations, evidence and guidance generated from these trials risk being inapplicable for large proportions of the target population, or worse, risk harm. Thus, in order to identify pathways to improve the conduct of clinical trials, the aims of this study were to (1) estimate the proportion of randomized controlled trials evaluating chronic pain interventions and reporting depression outcomes that include participants with significant depressive symptoms; and (2) assess the variability of inclusion proportions by pain type, intervention type, gender, country of origin, and publication year. METHODS Studies were extracted from an umbrella review of interventions for chronic pain that reported depression outcomes. Screening and data extraction were completed in duplicate and conflicts were resolved by a third author. Randomized controlled trials with at least 50% adult participants and validated depression scales were included, and randomized controlled trials with populations whose mean scores were at or above depression thresholds at baseline were considered to have included participants with depression. RESULTS Of the 346 randomized controlled trials analyzed, 142 (41%) included participants with depression. Eight pain-type groups and nine intervention types were identified. Randomized controlled trials investigating fibromyalgia and mixed chronic pain had the highest proportion of participants with depression, whereas studies of arthritis and axial pain had among the lowest. Randomized controlled trials from the United States had a significantly lower inclusion proportion compared with non-US studies, especially for studies on arthritis. The increase in inclusion proportion by publication year was driven by the increase in fibromyalgia studies. DISCUSSION AND CONCLUSION This study highlights opportunities to improve the conduct of chronic pain clinical trials. The majority of randomized controlled trials s analyzed evaluated participants without significant depressive symptoms at baseline, thus the findings synthesized in systematic reviews and subsequent guidelines are most applicable to the subset of real-world populations that do not have significant depressive symptoms. As well, systemic biases around psychological conditions and gender may be important contributors to differences in the study of depression in fibromyalgia compared with common conditions such as arthritis and axial pain. In order to better inform clinical practice, future research must intentionally include individuals with comorbid depression in trials of common chronic pain conditions, and consider methods to mitigate biases that may distort study design.
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Affiliation(s)
- Darren K Cheng
- Lunenfeld-Tanenbaum Research Institute, Sinai Health, Toronto, ON, Canada
| | - Maarij Hannan Ullah
- Institute of Medical Science, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Henry Gage
- Faculty of Science, McMaster University, Hamilton, ON, Canada
| | - Rahim Moineddin
- Department of Family & Community Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
| | - Abhimanyu Sud
- Department of Family & Community Medicine, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada
- Humber River Hospital, Toronto, ON, Canada
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10
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Smith MVA, Grohmann D, Trivedi D. Use of social media in recruiting young people to mental health research: a scoping review. BMJ Open 2023; 13:e075290. [PMID: 38016791 PMCID: PMC10685975 DOI: 10.1136/bmjopen-2023-075290] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Accepted: 11/09/2023] [Indexed: 11/30/2023] Open
Abstract
OBJECTIVES This review explored the literature on the use of social media in recruiting young people, aged 13-18 years, to mental health research. It aimed to identify barriers and facilitators to recruitment and strategies to improve participation in future research. DESIGN Scoping review. DATA SOURCES Articles published between January 2011 and February 2023 were searched for on PubMed, Scopus, Medline (via EBSCOhost) and Cochrane Library databases. ELIGIBILITY CRITERIA Studies that outlined social media as a recruitment method and recruited participants aged 13-18 years. DATA EXTRACTION AND SYNTHESIS Data was extracted by two reviewers independently and cross-checked by a third reviewer. Data on study design, aims, participants, recruitment methods and findings related specifically to social media as a recruitment tool were collected. RESULTS 24 journal articles met the inclusion criteria. Studies were predominantly surveys (n=13) conducted in the USA (n=16) recruiting via Facebook (n=16) and/or Instagram (n=14). Only nine of the included articles provided a summary of success and reviewed the efficacy of social media recruitment for young people in mental health research. Type of advertisement, the language used, time of day and the use of keywords were all found to be factors that may influence the success of recruitment through social media; however, as these are based on findings from a small number of studies, such potential influences require further investigation. CONCLUSION Social media recruitment can be a successful method for recruiting young people to mental health research. Further research is needed into recruiting socioeconomically marginalised groups using this method, as well as the effectiveness of new social media platforms. REGISTRATION Open Science Framework Registry (https://osf.io/mak75/).
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Affiliation(s)
- Megan V A Smith
- Life and Medical Sciences, University of Hertfordshire, Hatfield, UK
| | | | - Daksha Trivedi
- Health and Social Work, University of Hertfordshire, Hatfield, UK
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11
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McCaffrey J, Terao M, McCaffrey C, Igoe A, Loughran O, McDonagh K, McDonogh S, Shackleton E, Whooley E, Jelovac A, McLoughlin DM, Hunter A. Protocol Development for a Qualitative Methodological Study Within a Trial (Qual-SWAT): The KARMA-Dep-2 Trial. HRB Open Res 2023; 6:29. [PMID: 37361338 PMCID: PMC10285324 DOI: 10.12688/hrbopenres.13721.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/16/2023] [Indexed: 11/28/2024] Open
Abstract
Background Despite methodological improvements in clinical trial design and conduct more generally, methodological limitations persist in trials concerning mental health care. A qualitative Study Within A Trial (Qual-SWAT), embedded in the KARMA-Dep-2 host trial, will be undertaken to explore and gain an understanding of two methodological questions in randomised trials specific to mental health care: (1) what are the key barriers and enablers of participation in randomised trials in mental health; and (2) how can randomised trials become part of routine mental health care. These issues will be examined from patient-participant and clinician- / researcher-participant perspectives, in alignment with PRioRiTy research themes. Methods A descriptive qualitative study design will be used. Data will be collected via one-to-one semi-structured interviews, conducted via Microsoft Teams. The interview data will be analysed using Braun and Clarke's Thematic Analysis approach. One-to-one interviews will be conducted with three participant groups ( N = 30): 1) host trial patient-participants ( n = 10); 2) potentially eligible host trial patient-participants who refused enrolment in the host trial ( n = 10); and 3) clinician- / researcher-participants who are associated with work on the host trial ( n = 10). Ethics and dissemination Ethical approval has been granted by St. Patrick's Mental Health Services Research Ethics Committee, Ireland (Ref: Protocol 09/20). When the study is completed, a report will be prepared and submitted to the Health Research Board (HRB). Findings will be shared with the host trial team and study participants, and submitted for publication. Host trial registration ClinicalTrials.gov ( NCT04939649); EudraCT ( 2019-003109-92). Official title: Ketamine as an Adjunctive Therapy for Major Depression - A Randomised Controlled Trial: [KARMA-Dep (2)].
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Affiliation(s)
- John McCaffrey
- School of Population Health, RCSI University of Medicine and Health Sciences, Dublin, Ireland
- School of Medicine, University of Galway, Galway, Ireland
| | - Masashi Terao
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Cathal McCaffrey
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Anna Igoe
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Orlaith Loughran
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Kelly McDonagh
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Sarah McDonogh
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Ellie Shackleton
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Emma Whooley
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Ana Jelovac
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Declan M. McLoughlin
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
| | - Andrew Hunter
- School of Nursing and Midwifery, University of Galway, Galway, Ireland
- Qualitative Research in Trials Centre (QUESTS), University of Galway, Galway, Ireland
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12
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McCaffrey J, Terao M, McCaffrey C, Igoe A, Loughran O, McDonagh K, McDonogh S, Shackleton E, Whooley E, Jelovac A, McLoughlin DM, Hunter A. Protocol Development for a Qualitative Methodological Study Within a Trial (Qual-SWAT): The KARMA-Dep-2 Trial. HRB Open Res 2023; 6:29. [PMID: 37361338 PMCID: PMC10285324 DOI: 10.12688/hrbopenres.13721.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/16/2023] [Indexed: 06/28/2023] Open
Abstract
Background Despite methodological improvements in clinical trial design and conduct more generally, methodological limitations persist in trials concerning mental health care. A qualitative Study Within A Trial (Qual-SWAT), embedded in the KARMA-Dep-2 host trial, will be undertaken to explore and gain an understanding of two methodological questions in randomised trials specific to mental health care: (1) what are the key barriers and enablers of participation in randomised trials in mental health; and (2) how can randomised trials become part of routine mental health care. These issues will be examined from patient-participant and clinician- / researcher-participant perspectives, in alignment with PRioRiTy research themes. Methods A descriptive qualitative study design will be used. Data will be collected via one-to-one semi-structured interviews, conducted via Microsoft Teams. The interview data will be analysed using Braun and Clarke's Thematic Analysis approach. One-to-one interviews will be conducted with three participant groups ( N = 30): 1) host trial patient-participants ( n = 10); 2) potentially eligible host trial patient-participants who refused enrolment in the host trial ( n = 10); and 3) clinician- / researcher-participants who are associated with work on the host trial ( n = 10). Ethics and dissemination Ethical approval has been granted by St. Patrick's Mental Health Services Research Ethics Committee, Ireland (Ref: Protocol 09/20). When the study is completed, a report will be prepared and submitted to the Health Research Board (HRB). Findings will be shared with the host trial team and study participants, and submitted for publication. Host trial registration ClinicalTrials.gov ( NCT04939649); EudraCT ( 2019-003109-92). Official title: Ketamine as an Adjunctive Therapy for Major Depression - A Randomised Controlled Trial: [KARMA-Dep (2)].
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Affiliation(s)
- John McCaffrey
- School of Population Health, RCSI University of Medicine and Health Sciences, Dublin, Ireland
- School of Medicine, University of Galway, Galway, Ireland
| | - Masashi Terao
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Cathal McCaffrey
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Anna Igoe
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Orlaith Loughran
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Kelly McDonagh
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Sarah McDonogh
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Ellie Shackleton
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Emma Whooley
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Ana Jelovac
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
| | - Declan M. McLoughlin
- Department of Psychiatry, Trinity College Dublin, St. Patrick’s University Hospital, Dublin, Ireland
- Trinity College Institute of Neuroscience, Trinity College Dublin, Dublin, Ireland
| | - Andrew Hunter
- School of Nursing and Midwifery, University of Galway, Galway, Ireland
- Qualitative Research in Trials Centre (QUESTS), University of Galway, Galway, Ireland
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13
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Jin J, Al-Shamali H, Smith-MacDonald L, Reeson M, Polzin W, Wei Y, Pazderka H, Silverstone PH, Greenshaw AJ. Access to therapy for child sexual abuse survivors: Preliminary dialogue of barriers and facilitators between caregivers. PLoS One 2023; 18:e0294686. [PMID: 37976247 PMCID: PMC10655970 DOI: 10.1371/journal.pone.0294686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2023] [Accepted: 11/06/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND Difficulties in access to therapy were highlighted by COVID-19 measures restricting in-person gatherings. Additional challenges arise when focusing on caregivers of child sexual abuse (CSA) survivors in particular, which are a population that has been historically difficult to engage with due to issues of stigma and confidentiality. OBJECTIVES To present preliminary qualitative results from caregivers of CSA survivors. METHODS This study was conducted with caregivers of CSA survivors. Two hybrid webinar/focus groups were conducted using a video conferencing platform in fall of 2021 with two groups of stakeholders (11 caregivers and 5 moderators/clinical staff at Little Warriors, an intensive episodic treatment facility). Sessions were recorded, transcribed, and thematically-analyzed using standard qualitative methodology. RESULTS A total of 11 caregivers contributed to the data. Themes include: (1) Challenges of starting and maintaining treatment (i.e., emotional impact of intake day, challenges of enrolling), (2) Therapeutic benefits of specialized treatment (i.e., feeling safe and supported and the importance of trauma-informed care), and (3) Barriers and facilitators of treatment (i.e., avenues to scale-up and self-care). CONCLUSION The importance of a strong therapeutic alliance was highlighted by both caregivers/clinical staff and further support is needed for families post-treatment. The present hybrid webinar/focus group also achieved engagement goals in a population that is typically difficult to reach. Overall, the response rate (12%) was equivalent to reported registrant attendance rates for general business to consumer webinars and the recommended focus group size. This preliminary approach warrants replication in other populations outside our clinical context.
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Affiliation(s)
- Jonathan Jin
- Department of Psychiatry, University of Alberta, Edmonton, Canada
| | - Huda Al-Shamali
- Department of Psychiatry, University of Alberta, Edmonton, Canada
| | - Lorraine Smith-MacDonald
- Heroes in Mind Advocacy and Research Consortium, Faculty of Rehabilitation Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Matthew Reeson
- Department of Psychiatry, University of Alberta, Edmonton, Canada
| | - Wanda Polzin
- Little Warriors Be Brave Ranch, Edmonton, Alberta, Canada
| | - Yifeng Wei
- Department of Psychiatry, University of Alberta, Edmonton, Canada
| | - Hannah Pazderka
- Department of Psychiatry, University of Alberta, Edmonton, Canada
- Little Warriors Be Brave Ranch, Edmonton, Alberta, Canada
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14
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Riera-Molist N, Assens-Tauste M, Roura-Poch P, Guimerà-Gallent M, Santos-López JM, Serra-Millas M, Frau-Rosselló N, Gallego-Peña E, Foguet-Boreu Q. A Cardiovascular Risk Optimization Program in People With Schizophrenia: A Pilot Randomized Controlled Clinical Trial. J Psychiatr Pract 2023; 29:456-468. [PMID: 37948170 PMCID: PMC10631505 DOI: 10.1097/pra.0000000000000743] [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] [Indexed: 11/12/2023]
Abstract
BACKGROUND Cardiovascular disease is one of the leading causes of premature death in people with schizophrenia. Some modifiable factors that have been implicated include unhealthy lifestyle, medication side effects, and physical comorbidities. The goal of this study was to assess the efficacy of a 6-month, multifactorial cardiovascular risk intervention to reduce cardiovascular risk (CVR) in people with schizophrenia. METHODS We conducted a 2-arm, parallel, randomized clinical trial in a regional mental health center. Participants with at least 1 poorly controlled cardiovascular risk factor (CVRF) (hypertension, diabetes mellitus, hypercholesterolemia, or tobacco smoking) were randomly assigned to the intervention group or to a control group. The subjects in the intervention group received a patient-centered approach that included promoting a healthy lifestyle, pharmacological management of CVRFs, psychotropic drug optimization, and motivational follow-up [Programa d'optimització del RISc CArdiovascular (PRISCA)]. The main outcome was change in CVR as assessed using the Framingham-REGICOR function, after 6 months compared with the baseline in both groups. RESULTS Forty-six participants were randomly assigned to the PRISCA group (n=23) or the control group (n=23). The most prevalent CVRFs at baseline were hypercholesterolemia (84.8%) and tobacco smoking (39.1%). The PRISCA group showed a significant reduction in the REGICOR score (-0.96%; 95% CI: -1.60 to -0.32, P=0.011) after 6 months (relative risk reduction of 20.9%), with no significant changes in the control group (0.21%; 95% CI: -0.47 to 0.89, P=0.706). In the PRISCA group, low-density lipoprotein cholesterol also decreased significantly (-27.14 mg/dL; 95% CI: -46.28 to -8.00, P=0.008). CONCLUSION A patient-centered, multifactorial cardiovascular risk intervention improved CVR in people with schizophrenia after 6 months, which was achieved mainly by improving the lipid profile.
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15
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Tranberg K, Due TD, Rozing M, Jønsson ABR, Kousgaard MB, Møller A. Challenges in reaching patients with severe mental illness for trials in general practice-a convergent mixed methods study based on the SOFIA pilot trial. Pilot Feasibility Stud 2023; 9:182. [PMID: 37908003 PMCID: PMC10617218 DOI: 10.1186/s40814-023-01395-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Accepted: 09/11/2023] [Indexed: 11/02/2023] Open
Abstract
BACKGROUND Patients with severe mental illness (SMI) die prematurely due to undetected and inadequate treatment of somatic illnesses. The SOFIA pilot study was initiated to mend this gap in health inequity. However, reaching patients with SMI for intervention research has previously proven difficult. This study aimed to investigate the recruitment of patients with SMI for the SOFIA pilot study in 2021. METHODS We used a mixed-method convergent design. The qualitative material comprised 20 interviews with general practitioners (GPs) and staff, during patient recruitment. The quantitative data consisted of process data on baseline characteristics, GPs reported reasons for excluding a patient, reported reasons for patients declining participation, and registered data from a Danish population of patients with SMI. We used thematic analysis in the qualitative analysis and descriptive statistics for the quantitative analysis. Pillar integration was used for integrating the material. RESULTS Our findings show that selection bias occurred in the pilot study. We describe four main themes based on the integrated analysis that highlights selection issues: (1) poor data quality and inconsistency in defining severity definitions troubled identification and verification, (2) protecting the patient and maintaining practice efficiency, (3) being familiar with the patient was important for a successful recruitment, and (4) in hindsight, the GPs questioned whether the target population was reached. CONCLUSIONS In the light of theories of professions and street-level bureaucracy, we find that the main drivers of the patient selection bias occurring in the SOFIA pilot study were that 1) GPs and staff mended eligibility criteria to protect certain patients and/or to minimize workload and maintain efficiency in the practice 2) the data from the GP record systems and the digital assessment tool to assist recruitment was not optimal. Interventions targeting this patient group should carefully consider the recruitment strategy with a particular focus on professionals' discretionary practices and information technology pitfalls. TRIAL REGISTRATION The pilot trial protocol was registered on the 5th of November 2020. The registration number is NCT04618250 .
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Affiliation(s)
- Katrine Tranberg
- The Section of General Practice and the Research Unit for General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
| | - Tina Drud Due
- The Section of General Practice and the Research Unit for General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
- The Mental Health Services in the Capital Region of Denmark, Copenhagen, Denmark
| | - Maarten Rozing
- The Section of General Practice and the Research Unit for General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
- Psychiatric Center Copenhagen, Copenhagen, Denmark
| | - Alexandra Brandt Ryborg Jønsson
- The Section of General Practice and the Research Unit for General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
- The Research Unit for General Practice, Department of Community Medicine, Faculty of Health Sciences, UiT The Arctic University of Norway, Tromsø, Norway
- Department of People and Technology, Roskilde University, Roskilde, Denmark
| | - Marius Brostrøm Kousgaard
- The Section of General Practice and the Research Unit for General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Anne Møller
- The Section of General Practice and the Research Unit for General Practice, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
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16
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Iflaifel M, Hall CL, Green HR, Willis A, Rennick-Egglestone S, Juszczak E, Townsend M, Martin J, Sprange K. Widening participation - recruitment methods in mental health randomised controlled trials: a qualitative study. BMC Med Res Methodol 2023; 23:211. [PMID: 37735627 PMCID: PMC10512591 DOI: 10.1186/s12874-023-02032-1] [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: 05/03/2023] [Accepted: 09/08/2023] [Indexed: 09/23/2023] Open
Abstract
BACKGROUND Barriers to mental health research participation are well documented including distrust of services and research; and stigma surrounding mental health. They can contribute to a lack of diversity amongst participants in mental health research, which threatens the generalisability of knowledge. Given the recent widespread use of the internet in medical research, this study aimed to explore the perspectives of key partners on the use of online (e.g. social media) and offline (e.g. in-person) recruitment as an approach to improving diversity in mental health randomised controlled trials (RCTs). METHODS Face-to-face and online interviews/focus groups with researchers working in mental health and Patient and Public Involvement partners in the United Kingdom. Recordings were transcribed and analysed using a combination of inductive and deductive thematic analysis. RESULTS Three focus groups and three interviews were conducted with a total N = 23 participants. Four overarching themes were identified: (1) recruitment reach; (2) Demographic factors that affect selection of recruitment method; (3) safety of technology, and; (4) practical challenges. Five main factors were identified that affect the choice of recruitment method: age, complexity of mental health problem and stigma, cultural and ethnicity differences and digital divide. The use of online methods was considered more accessible to people who may feel stigmatised by their mental health condition and with a benefit of reaching a wider population. However, a common view amongst participants was that online methods require closer data monitoring for quality of responders, are not fully secure and less trustworthy compared to offline methods that enable participants to build relationships with health providers. Funding, staff time and experience, organisational support, and technical issues such as spam or phishing emails were highlighted as practical challenges facing online recruitment. All participants agreed that using a hybrid approach tailored to the population under study is paramount. CONCLUSIONS This study highlighted the importance of offering a flexible and multifaceted recruitment approach by integrating online with offline methods to support inclusivity and widening participation in mental health research. The findings will be used to develop considerations for researchers designing RCTs to improve recruitment in mental health research.
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Affiliation(s)
- Mais Iflaifel
- Nottingham Clinical Trials Unit, University of Nottingham, Nottingham, UK
| | - Charlotte L Hall
- NIHR MindTech MedTech Co-operative, Institute of Mental Health, School of Medicine, University of Nottingham, Innovation Park, Triumph Road, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre, Institute of Mental Health, University of Nottingham, Innovation Park, Triumph Road, Nottingham, UK
| | - Heidi R Green
- Previously: Health Services Research Unit, University of Aberdeen, Aberdeen, UK
- COUCH Health, Manchester, UK
| | - Andrew Willis
- Centre for Ethnic Health Research, Leicester/Diabetes Research Centre, University of Leicester, Leicester, UK
| | | | - Edmund Juszczak
- Nottingham Clinical Trials Unit, University of Nottingham, Nottingham, UK
| | - Mark Townsend
- NIHR Evaluation, Trials and Studies Coordinating Centre (NETSCC), Southampton, UK
| | - Jennifer Martin
- NIHR MindTech MedTech Co-operative, Institute of Mental Health, School of Medicine, University of Nottingham, Innovation Park, Triumph Road, Nottingham, UK
- NIHR Nottingham Biomedical Research Centre, Institute of Mental Health, University of Nottingham, Innovation Park, Triumph Road, Nottingham, UK
| | - Kirsty Sprange
- Nottingham Clinical Trials Unit, University of Nottingham, Nottingham, UK.
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17
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Pellegrini CA, Wilcox S, DeVivo KE, Jamieson S. Recruitment and Retention Strategies for Underrepresented Populations and Adults With Arthritis in Behavioral Interventions: A Scoping Review. Arthritis Care Res (Hoboken) 2023; 75:1996-2010. [PMID: 36752353 DOI: 10.1002/acr.25098] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Revised: 12/06/2022] [Accepted: 02/02/2023] [Indexed: 02/09/2023]
Abstract
OBJECTIVE To identify strategies used to recruit and retain underrepresented populations and populations with arthritis or fibromyalgia (FM) into behavioral programs targeting exercise, physical activity, or chronic disease self management. METHODS Five bibliographic databases were searched for articles published between January 2000 and May 2022. The search focused on strategies and best practices for recruiting and retaining underrepresented populations or populations with arthritis or FM into disease self-management or physical activity/exercise programs. Abstracts and full-text articles were screened for inclusion by 2 independent reviewers, and 2 reviewers extracted data from included articles. RESULTS Of the 2,800 articles, a total of 43 publications (31 interventions, 8 reviews, 4 qualitative/descriptive studies) met criteria and were included. The majority of studies focused on physical activity/exercise (n = 36) and targeted African American (n = 17), Hispanic (n = 9), or arthritis populations (n = 7). Recruitment strategies that were frequently used included having race- or community-matched team members, flyers and information sessions in areas frequented by the population, targeted emails/mailings, and word of mouth referrals. Retention strategies used included having race- or community-matched team members, incentives, being flexible, and facilitating attendance. Most studies used multiple recruitment and retention strategies. CONCLUSION This scoping review highlights the importance of a multifaceted recruitment and retention plan for underrepresented populations and populations with arthritis or FM in behavioral intervention programs targeting exercise, physical activity, or chronic disease self management. Additional research is needed to better understand the individual effects of different strategies and the costs associated with the various recruitment/retention methods in underrepresented populations and populations with arthritis.
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18
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Walburg FS, van Meijel B, Hoekstra T, Kol J, Pape LM, de Joode JW, van Tulder M, Adriaanse M. Effectiveness of a Lifestyle Intervention for People With a Severe Mental Illness in Dutch Outpatient Mental Health Care: A Randomized Clinical Trial. JAMA Psychiatry 2023; 80:886-894. [PMID: 37342055 PMCID: PMC10285675 DOI: 10.1001/jamapsychiatry.2023.1566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2022] [Accepted: 03/22/2023] [Indexed: 06/22/2023]
Abstract
Importance People with a severe mental illness (SMI) have a life expectancy reduced by 10 to 20 years compared with the general population, primarily attributable to cardiometabolic disorders. Lifestyle interventions for people with SMI can improve health and reduce cardiometabolic risk. Objective To evaluate the effectiveness of a group-based lifestyle intervention among people with SMI in outpatient treatment settings compared with treatment as usual (TAU). Design, Setting, and Participants The Severe Mental Illness Lifestyle Evaluation (SMILE) study is a pragmatic cluster randomized clinical trial performed in 8 mental health care centers with 21 flexible assertive community treatment teams in the Netherlands. Inclusion criteria were SMI, age of 18 years or older, and body mass index (calculated as weight in kilograms divided by height in meters squared) of 27 or greater. Data were collected from January 2018 to February 2020, and data were analyzed from September 2020 to February 2023. Interventions Weekly 2-hour group sessions for 6 months followed by monthly 2-hour group sessions for another 6 months, delivered by trained mental health care workers. The intervention targeted overall lifestyle changes, emphasizing establishing a healthy diet and promoting physical activity. TAU (control) did not include structured interventions or advice on lifestyle. Main Outcomes and Measures Crude and adjusted linear mixed models and multivariable logistic regression analyses were performed. The main outcome was body weight change. Secondary outcomes included changes in body mass index, blood pressure, lipid profiles, fasting glucose level, quality of life, self-management ability, and lifestyle behaviors (physical activity and health, mental health, nutrition, and sleep). Results The study population included 11 lifestyle intervention teams (126 participants) and 10 TAU teams (98 participants). Of 224 included patients, 137 (61.2%) were female, and the mean (SD) age was 47.6 (11.1) years. From baseline to 12 months, participants in the lifestyle intervention group lost 3.3 kg (95% CI, -6.2 to -0.4) more than those in the control group. In the lifestyle intervention group, people with high attendance rates lost more weight than participants with medium and low rates (mean [SD] weight loss: high, -4.9 [8.1] kg; medium, -0.2 [7.8] kg; low, 0.8 [8.3] kg). Only small or no changes were found for secondary outcomes. Conclusions and Relevance In this trial, the lifestyle intervention significantly reduced weight from baseline to 12 months in overweight and obese adults with SMI. Tailoring lifestyle interventions and increasing attendance rates might be beneficial for people with SMI. Trial Registration Netherlands Trial Register Identifier: NTR6837.
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Affiliation(s)
- Florine Sanna Walburg
- Department Health Sciences, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Berno van Meijel
- Inholland University of Applied Sciences, Department of Health, Sports and Welfare, Mental Health Nursing Research Group, Amsterdam, the Netherlands
- Department of Psychiatry, Amsterdam Public Health Research Institute, Amsterdam UMC (VUmc), Amsterdam, the Netherlands
- Parnassia Psychiatric Institute, Parnassia Academy, The Hague, the Netherlands
| | - Trynke Hoekstra
- Department Health Sciences, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Jelle Kol
- Department Health Sciences, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Laura Michelle Pape
- Department Health Sciences, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Johanna Willemina de Joode
- Department Health Sciences, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
| | - Maurits van Tulder
- Department of Clinical, Neuro- and Developmental Psychology, Faculty of Behavioral and Movement Sciences, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Marcel Adriaanse
- Department Health Sciences, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
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Gundogmus AG, Gerretsen P, Song J, Erdi Akdag F, Demirel C, Kokurcan A, Orsel S, Karadag H, Ozdel K. Insight in schizophrenia is associated with psychoeducation and social support: Testing a new more comprehensive insight tool in Turkish schizophrenia patients. PLoS One 2023; 18:e0288177. [PMID: 37418428 DOI: 10.1371/journal.pone.0288177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Accepted: 06/20/2023] [Indexed: 07/09/2023] Open
Abstract
Insight is a continuous and multidimensional phenomenon, including awareness of having an illness, the presence of symptoms and accurate symptom attribution, the need for treatment, and the consequences of treatment. Good insight into illness is associated with better adherence to treatment, better cognitive, psychosocial, and vocational functioning along with less symptom severity, decreased relapses, and hospitalizations. Several tools are used for insight evaluation. We recruited 90 patients diagnosed with schizophrenia and analyzed the forms of 58 patients. The patients completed the VAGUS-SR (self-rated), Beck Cognitive Insight Scale, Knowledge About Schizophrenia Questionnaire, and Multidimensional Scale of Perceived Social Support (MSPSS). Clinicians performed a mental status examination and completed the Positive and Negative Syndrome Scale, Schedule for the Assessment of Insight, VAGUS-CR (clinician-rated), Calgary Depression Scale for Schizophrenia, and Clinical Global Impressions. We found that the level of insight evaluated using the VAGUS forms increased with knowledge regarding schizophrenia. Upon investigating the relationship between perceived social support and insight, we identified a relationship between VAGUS-CR and only significant other subscales of MSPSS, and between one of the VAGUS-SR scale sub-dimensions and significant other and total scores of MSPSS. Our findings also suggest that the VAGUS-SR and VAGUS-CR scales can be used to evaluate insight in Turkish populations. The positive relationship between perceived social support and insight emphasizes the importance of increasing social support through interventions aimed at improving insight. Our data also highlighted the value of psychoeducational studies in this patient group. Considering the multidimensional effects of insight on patients with schizophrenia, it would be beneficial to use scales such as VAGUS, which allow the insights of individuals to be evaluated in detail by both the clinician and the patient.
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Affiliation(s)
| | - Philip Gerretsen
- Multimodal Imaging Group, Research Imaging Centre, Centre for Addiction and Mental Health (CAMH), Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Jianmeng Song
- Multimodal Imaging Group, Research Imaging Centre, Centre for Addiction and Mental Health (CAMH), Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
| | - Funda Erdi Akdag
- Department of Psychiatry, Bergama Necla-Mithat Ozture State Hospital, Izmir, Turkey
| | - Cagri Demirel
- Department of Psychiatry, Ankara Etlik City Hospital, Ankara, Turkey
| | - Ahmet Kokurcan
- Department of Psychiatry, University of Health Sciences, Dr. Abdurrahman Yurtaslan Ankara Oncology Training and Research Hospital, Ankara, Turkey
| | - Sibel Orsel
- Department of Psychiatry, Ankara Etlik City Hospital, Ankara, Turkey
| | - Hasan Karadag
- Department of Psychiatry, University of Health Sciences, Ankara Diskapi Yildirim Beyazit Training and Research Hospital, Ankara, Turkey
| | - Kadir Ozdel
- Department of Psychiatry, Ankara Etlik City Hospital, Ankara, Turkey
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Mbuagbaw L, Chen LH, Aluko E, Stevens-Uninsky M, Eze-Onuorah ACJ, Garcia MC, Stech L, Atkin-Jones T, Rehman N, Raifu A. Empirical progression criteria thresholds for feasibility outcomes in HIV clinical trials: a methodological study. Pilot Feasibility Stud 2023; 9:96. [PMID: 37316946 DOI: 10.1186/s40814-023-01342-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 06/07/2023] [Indexed: 06/16/2023] Open
Abstract
INTRODUCTION Pilot and feasibility trials use predetermined thresholds for feasibility outcomes to decide if a larger trial is feasible. These thresholds may be derived from the literature, observational data, or clinical experience. The aim of this study was to determine empirical estimates for feasibility outcomes to inform future HIV pilot randomized trials. METHODS We conducted a methodological study of HIV clinical trials indexed in the past 5 years (2017-2021) in the PubMed database. We included trials of people living with HIV individually randomized to any type of intervention and excluded pilot trials and cluster randomized trials. Screening and data extraction were conducted in duplicate. We computed estimates for recruitment, randomization, non-compliance, lost to follow-up, discontinuation, and the proportion analyzed using a random effects meta-analysis of proportions and reported these estimates according to the following subgroups: use of medication, intervention type, trial design, income level, WHO region, participant type, comorbidities, and source of funding. We report estimates with 95% confidence intervals. RESULTS We identified 2122 studies in our search, of which 701 full texts were deemed relevant, but only 394 met our inclusion criteria. We found the following estimates: recruitment (64.1%; 95% CI 57.7 to 70.3; 156 trials); randomization (97.1%; 95% CI 95.8 to 98.3; 187 trials); non-compliance (3.8%; 95% CI 2.8 to 4.9; 216 trials); lost to follow-up (5.8%; 95% CI 4.9 to 6.8; 251 trials); discontinuation (6.5%; 95% CI 5.5 to 7.5; 215 trials); analyzed (94.2%; 95% CI 92.9 to 95.3; 367 trials). There were differences in estimates across most subgroups. CONCLUSION These estimates may be used to inform the design of HIV pilot randomized trials with careful consideration of variations due to some of the subgroups investigated.
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Affiliation(s)
- Lawrence Mbuagbaw
- Department of Health Research Methods, Evidence, and Impact, McMaster University, 1280 Main Street West, Hamilton, ON, L8S4L8, Canada.
- Centre for Development of Best Practices in Health (CDBPH), Yaoundé Central Hospital, Yaoundé, Cameroon.
- Department of Medicine, McMaster University, Hamilton, ON, Canada.
- Department of Anesthesia, McMaster University, Hamilton, ON, Canada.
- Department of Pediatrics, McMaster University, Hamilton, ON, Canada.
- Biostatistics Unit, Father Sean O'Sullivan Research Centre, St Joseph's Healthcare Hamilton, Hamilton, ON, Canada.
- Division of Epidemiology and Biostatistics, Department of Global Health, Stellenbosch University, Cape Town, South Africa.
| | - Lucy Huizhu Chen
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Eunice Aluko
- Faculty of Arts and Science, University of Toronto, Toronto, ON, Canada
| | - Maya Stevens-Uninsky
- Department of Global Health, Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | | | | | - Larysa Stech
- Public Health, Faculty of Applied Sciences, Brock University, St. Catharines, ON, Canada
| | - Tariq Atkin-Jones
- Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Nadia Rehman
- Department of Health Research Methods, Evidence, and Impact, McMaster University, 1280 Main Street West, Hamilton, ON, L8S4L8, Canada
| | - Amidu Raifu
- Department of Health Research Methods, Evidence, and Impact, McMaster University, 1280 Main Street West, Hamilton, ON, L8S4L8, Canada
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Le Novere M, Johnson S, Lloyd-Evans B, Marston L, Ambler G, Clarke CS, Osborn D, Lamb D, Hunter RM. Cost-effectiveness of peer-supported self-management for people discharged from a mental health crisis team: methodological challenges and recommendations. Front Psychiatry 2023; 14:1031159. [PMID: 37333912 PMCID: PMC10272352 DOI: 10.3389/fpsyt.2023.1031159] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/29/2022] [Accepted: 04/27/2023] [Indexed: 06/20/2023] Open
Abstract
Background Mental health acute crisis episodes are associated with high inpatient costs. Self-management interventions may reduce readmission by enabling individuals to manage their condition. Delivery of such interventions by Peer Support Workers (PSWs) may be cost-effective. CORE, a randomized control trial of a PSW self-management intervention compared to usual care, found a significant reduction in admissions to acute mental healthcare for participants receiving the intervention. This paper aims to evaluate the cost-effectiveness of the intervention over 12 months from a mental health service perspective. Analysis methods of increasing complexity were used to account for data missingness and distribution. Methods Participants were recruited from six crisis resolution teams in England from 12 March 2014 to 3 July 2015 (trial registration ISRCTN: 01027104). Resource use was collected from patient records at baseline and 12 months. The EQ-5D-3L was collected at baseline and 4 and 18 months, and linear interpolation was used to calculate 12-month values for quality-adjusted life-years (QALYs). The primary analysis of adjusted mean incremental costs and QALYs for complete cases are calculated separately using OLS regression. Secondly, a complete-case non-parametric two-stage bootstrap (TSB) was performed. The impacts of missing data and skewed cost data were explored using multiple imputation using chained equations and general linear models, respectively. Results Four hundred and forty-one participants were recruited to CORE; 221 randomized to the PSW intervention and 220 to usual care plus workbook. The probability that the PSW intervention was cost-effective compared with the workbook plus usual care control at 12 months varied with the method used, and ranged from 57% to 96% at a cost-effectiveness threshold of £20,000 per QALY gained. Discussion There was a minimum 57% chance that the intervention was cost-effective compared to the control using 12-month costs and QALYs. The probability varied by 40% when methods were employed to account for the relationship between costs and QALYs, but which restricted the sample to those who provided both complete cost and utility data. Caution should therefore be applied when selecting methods for the evaluation of healthcare interventions that aim to increase precision but may introduce bias if missing data are heavily unbalanced between costs and outcomes.
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Affiliation(s)
- Marie Le Novere
- Research Department of Primary Care and Population Health, Faculty of Population Health Sciences, University College London, London, United Kingdom
| | - Sonia Johnson
- Divison of Psychiatry, Faculty of Brain Sciences, University College London, London, United Kingdom
| | - Brynmor Lloyd-Evans
- Divison of Psychiatry, Faculty of Brain Sciences, University College London, London, United Kingdom
| | - Louise Marston
- Research Department of Primary Care and Population Health, Faculty of Population Health Sciences, University College London, London, United Kingdom
| | - Gareth Ambler
- Department of Statistical Science, Faculty of Mathematical & Physical Sciences, University College London, London, United Kingdom
| | - Caroline S. Clarke
- Research Department of Primary Care and Population Health, Faculty of Population Health Sciences, University College London, London, United Kingdom
| | - David Osborn
- Divison of Psychiatry, Faculty of Brain Sciences, University College London, London, United Kingdom
| | - Danielle Lamb
- Department of Applied Health Research, Faculty of Population Health Sciences, University College London, London, United Kingdom
| | - Rachael Maree Hunter
- Department of Applied Health Research, Faculty of Population Health Sciences, University College London, London, United Kingdom
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Ida K, Lydia K, Iben A, Gunnar B, Ute B, Kristina H, Elisabeth BB. Experiences of participating in a problem-solving intervention with workplace involvement in Swedish primary health care: a qualitative study from rehabilitation coordinator's, employee's, and manager's perspectives. BMC Public Health 2023; 23:940. [PMID: 37226167 DOI: 10.1186/s12889-023-15899-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 05/16/2023] [Indexed: 05/26/2023] Open
Abstract
BACKGROUND Work-directed interventions that include problem-solving can reduce the number of sickness absence days. The effect of combining a problem-solving intervention with involvement of the employer is currently being tested in primary care in Sweden for employees on sickness absence due to common mental disorders (PROSA trial). The current study is part of the PROSA trial and has a two-fold aim: 1) to explore the experiences of participating in a problem-solving intervention with workplace involvement aimed at reducing sickness absence in employees with common mental disorders, delivered in Swedish primary health care, and 2) to identify facilitators of and barriers to participate in the intervention. Both aims targeted rehabilitation coordinators, employees on sickness absence, and first-line managers. METHODS Data were collected from semi-structured interviews with participants from the PROSA intervention group; rehabilitation coordinators (n = 8), employees (n = 13), and first-line managers (n = 8). Content analysis was used to analyse the data and the Consolidated Framework for Implementation Research was used to group the data according to four contextual domains. One theme describing the participation experiences was established for each domain. Facilitators and barriers for each domain and stakeholder group were identified. RESULTS The stakeholders experienced the intervention as supportive in identifying problems and solutions and enabling a dialogue between them. However, the intervention was considered demanding and good relationships between the stakeholders were needed. Facilitating factors were the manual and work sheets which the coordinators were provided with, and the manager being involved early in the return-to-work process. Barriers were the number of on-site meetings, disagreements and conflicts between employees and first-line managers, and symptom severity. CONCLUSIONS Seeing the workplace as an integral part of the intervention by always conducting a three-part meeting enabled a dialogue that can be used to identify and address disagreements, to explain CMD symptoms, and how these can be handled at the workplace. We suggest allocating time towards developing good relationships, provide RCs with training in handling disagreements, and additional knowledge about factors in the employee's psychosocial work environment that can impair or promote health to increase the RCs ability to support the employee and manager.
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Affiliation(s)
- Karlsson Ida
- Institute of Environmental Medicine, Unit of Intervention and Implementation Research for Worker Health, Karolinska Institutet, Stockholm, Sweden.
| | - Kwak Lydia
- Institute of Environmental Medicine, Unit of Intervention and Implementation Research for Worker Health, Karolinska Institutet, Stockholm, Sweden
| | - Axén Iben
- Institute of Environmental Medicine, Unit of Intervention and Implementation Research for Worker Health, Karolinska Institutet, Stockholm, Sweden
| | - Bergström Gunnar
- Institute of Environmental Medicine, Unit of Intervention and Implementation Research for Worker Health, Karolinska Institutet, Stockholm, Sweden
- Department of Occupational Health Sciences and Psychology, Faculty of Health and Occupational Studies, University of Gävle, Gävle, Sweden
| | - Bültmann Ute
- Department of Health Sciences, Community and Occupational Medicine, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Holmgren Kristina
- Department of Health and Rehabilitation, Institute of Neuroscience and Physiology, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Björk Brämberg Elisabeth
- Institute of Environmental Medicine, Unit of Intervention and Implementation Research for Worker Health, Karolinska Institutet, Stockholm, Sweden
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Gamble E, Linehan C, Heavin C. Establishing Requirements for Technology to Support Clinical Trial Retention: Systematic Scoping Review and Analysis Using Self-determination Theory. J Med Internet Res 2023; 25:e38159. [PMID: 37052985 PMCID: PMC10141281 DOI: 10.2196/38159] [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: 04/24/2022] [Revised: 09/30/2022] [Accepted: 11/01/2022] [Indexed: 04/14/2023] Open
Abstract
BACKGROUND Retaining participants in clinical trials is an established challenge. Currently, the industry is moving to a technology-mediated, decentralized model for running trials. The shift presents an opportunity for technology design to aid the participant experience and promote retention; however, there are many open questions regarding how this can be best supported. We advocate the adoption of a stronger theoretical position to improve the quality of design decisions for clinical trial technology to promote participant engagement. OBJECTIVE This study aimed to identify and analyze the types of retention strategies used in published clinical trials that successfully retain participants. METHODS A systematic scoping review was carried out on 6 electronic databases for articles published from 1990 to September 2020, namely CINAHL, The Cochrane Library, EBSCO, Embase, PsycINFO, and PubMed, using the concepts "retention," "strategy," "clinal trial," and "clinical research." This was followed by an analysis of the included articles through the lens of self-determination theory, an evidence-based theory of human motivation. RESULTS A total of 26 articles were included in this review. The motivational strategies identified in the clinical trials in our sample were categorized into 8 themes: autonomy; competence; relatedness; controlled motivation; branding, communication material, and marketing literature; contact, tracking, and scheduling methods and data collection; convenience to contribute to data collection; and organizational competence. The trials used a wide range of motivational strategies. Notably, the trials often relied on controlled motivation interventions and underused strategies to support intrinsic motivation. Moreover, traditional clinical trials relied heavily on human interaction and "relatedness" to support motivation and retention, which may cause problems in the move to technology-led decentralized trials. We found inconsistency in the data-reporting methods and that motivational theory-based approaches were not evident in strategy design. CONCLUSIONS This study offers direction and a framework to guide digital technology design decisions for future decentralized clinical trials to enhance participant retention during clinical trials. This research defines previous clinical trial retention strategies in terms of participant motivation, identifies motivational strategies, and offers a rationale for selecting strategies that will improve retention. It emphasizes the benefits of using theoretical frameworks to analyze strategic approaches and aid decision-making to improve the quality of technology design decisions.
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Affiliation(s)
- Eoin Gamble
- School of Applied Psychology, University College Cork, Cork, Ireland
| | - Conor Linehan
- School of Applied Psychology, University College Cork, Cork, Ireland
- Lero Research Centre, Cork, Ireland
| | - Ciara Heavin
- Department of Business Information Systems, Cork University Business School, University College Cork, Cork, Ireland
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de Angel V, Adeleye F, Zhang Y, Cummins N, Munir S, Lewis S, Laporta Puyal E, Matcham F, Sun S, Folarin AA, Ranjan Y, Conde P, Rashid Z, Dobson R, Hotopf M. The Feasibility of Implementing Remote Measurement Technologies in Psychological Treatment for Depression: Mixed Methods Study on Engagement. JMIR Ment Health 2023; 10:e42866. [PMID: 36692937 PMCID: PMC9906314 DOI: 10.2196/42866] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 11/10/2022] [Accepted: 11/26/2022] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Remote measurement technologies (RMTs) such as smartphones and wearables can help improve treatment for depression by providing objective, continuous, and ecologically valid insights into mood and behavior. Engagement with RMTs is varied and highly context dependent; however, few studies have investigated their feasibility in the context of treatment. OBJECTIVE A mixed methods design was used to evaluate engagement with active and passive data collection via RMT in people with depression undergoing psychotherapy. We evaluated the effects of treatment on 2 different types of engagement: study attrition (engagement with study protocol) and patterns of missing data (engagement with digital devices), which we termed data availability. Qualitative interviews were conducted to help interpret the differences in engagement. METHODS A total of 66 people undergoing psychological therapy for depression were followed up for 7 months. Active data were gathered from weekly questionnaires and speech and cognitive tasks, and passive data were gathered from smartphone sensors and a Fitbit (Fitbit Inc) wearable device. RESULTS The overall retention rate was 60%. Higher-intensity treatment (χ21=4.6; P=.03) and higher baseline anxiety (t56.28=-2.80, 2-tailed; P=.007) were associated with attrition, but depression severity was not (t50.4=-0.18; P=.86). A trend toward significance was found for the association between longer treatments and increased attrition (U=339.5; P=.05). Data availability was higher for active data than for passive data initially but declined at a sharper rate (90%-30% drop in 7 months). As for passive data, wearable data availability fell from a maximum of 80% to 45% at 7 months but showed higher overall data availability than smartphone-based data, which remained stable at the range of 20%-40% throughout. Missing data were more prevalent among GPS location data, followed by among Bluetooth data, then among accelerometry data. As for active data, speech and cognitive tasks had lower completion rates than clinical questionnaires. The participants in treatment provided less Fitbit data but more active data than those on the waiting list. CONCLUSIONS Different data streams showed varied patterns of missing data, despite being gathered from the same device. Longer and more complex treatments and clinical characteristics such as higher baseline anxiety may reduce long-term engagement with RMTs, and different devices may show opposite patterns of missingness during treatment. This has implications for the scalability and uptake of RMTs in health care settings, the generalizability and accuracy of the data collected by these methods, feature construction, and the appropriateness of RMT use in the long term.
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Affiliation(s)
- Valeria de Angel
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- NIHR Maudsley Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London, United Kingdom
| | - Fadekemi Adeleye
- Department of Psychology, King's College London, London, United Kingdom
| | - Yuezhou Zhang
- Department of Biostatistics & Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Nicholas Cummins
- Department of Biostatistics & Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Sara Munir
- Lewisham Talking Therapies, South London and Maudsley NHS Foundation Trust, London, United Kingdom
| | - Serena Lewis
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Department of Psychology, University of Bath, Bath, United Kingdom
| | - Estela Laporta Puyal
- Biomedical Signal Interpretation and Computational Simulation Group, Aragón Institute of Engineering Research (I3A), IIS Aragón, University of Zaragoza, Zaragoza, Spain
- Centro de Investigación Biomédica en Red of Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Madrid, Spain
| | - Faith Matcham
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- School of Psychology, University of Sussex, Brighton, United Kingdom
| | - Shaoxiong Sun
- Department of Biostatistics & Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Amos A Folarin
- NIHR Maudsley Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London, United Kingdom
- Department of Biostatistics & Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- Institute of Health Informatics, University College London, London, United Kingdom
- Health Data Research UK London, University College London, London, United Kingdom
- NIHR Biomedical Research Centre at University College London Hospitals, University College London Hospitals NHS Foundation Trust, London, United Kingdom
| | - Yatharth Ranjan
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Pauline Conde
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Zulqarnain Rashid
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
| | - Richard Dobson
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- NIHR Maudsley Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London, United Kingdom
| | - Matthew Hotopf
- Department of Psychological Medicine, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, United Kingdom
- NIHR Maudsley Biomedical Research Centre, South London and Maudsley NHS Foundation Trust, London, United Kingdom
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Development of a Positive Psychology Well-Being Intervention in a Community Pharmacy Setting. PHARMACY 2023; 11:pharmacy11010014. [PMID: 36649024 PMCID: PMC9844442 DOI: 10.3390/pharmacy11010014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/20/2022] [Accepted: 12/23/2022] [Indexed: 01/15/2023] Open
Abstract
Background: Community pharmacies are well-placed to deliver well-being interventions; however, to date, nothing has been produced specifically for this setting. The aim of this study was to develop a positive psychology intervention suitable for a community pharmacy setting with the goal of increasing the well-being of community members. Methods: Intervention development consisted of three steps: Step 1-identify the evidence-base and well-being model to underpin the basis of the intervention (Version 1); Step 2-model the intervention and gather user feedback to produce Version 2, and Step 3-revisit the evidence-base and refine the intervention to produce Version 3. Results: Findings from nine studies (seven RCTs, one cross-sectional, one N-1 design plus user feedback were applied to model a 6-week 'Prescribing Happiness (P-Hap)' intervention, underpinned by the PERMA model plus four other components from the positive psychology literature (Three Good Things, Utilising Your Signature Strengths in New Ways, Best Possible Selves and Character Strengths). A PERMA-based diary was designed to be completed 3 days a week as part of the intervention. Conclusions: This work is an important development which will direct the future implementation of interventions to support well-being in this novel setting. The next stage is to gain the perspectives of external stakeholders on the feasibility of delivering the P-Hap for its adoption into community pharmacy services in the future.
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Brinkman AH, Rea-Sandin G, Lund EM, Fitzpatrick OM, Gusman MS, Boness CL. Shifting the discourse on disability: Moving to an inclusive, intersectional focus. THE AMERICAN JOURNAL OF ORTHOPSYCHIATRY 2022; 93:50-62. [PMID: 36265035 PMCID: PMC9951269 DOI: 10.1037/ort0000653] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Individuals with disabilities comprise one of the largest marginalized groups in the United States and experience systemic barriers in health care. In Westernized communities, disability has historically been conceptualized via the medical model, which considers disability an individual-level deficit in need of correction. Although other models of disability (e.g., social model) have been developed to address the medical model's ableist shortcomings, these fail to consistently acknowledge intersectionality. Specifically, these models fail to consider that (a) a disabled individual may hold other marginalized or oppressed identities and (b) these intersecting oppressions may exacerbate health inequities. Intersectionality, which originates from Black feminist literature, describes the ways that systems of power and oppression (e.g., racism, sexism) interact to form an individual's unique experience. To date, the intersection of disability and other marginalized identities has been neglected in psychology and related fields, leaving little guidance for how scholars, clinicians, and other stakeholders can address disability via an intersectional lens. The present article discusses how a disability-affirmative, intersectional approach can serve as a strategy for challenging and reforming oppressive systems across the field of psychology. We assert that, ultimately, this approach has the potential to optimize and expand access to equitable, inclusive mental health care, and we propose actionable steps psychologists can take in research, practice, training, and policy in pursuit of this aim. (PsycInfo Database Record (c) 2023 APA, all rights reserved).
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Affiliation(s)
| | | | - Emily M. Lund
- Department of Educational Studies in Psychology, Research Methodology, and Counseling, University of Alabama
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Oetzmann C, White KM, Ivan A, Julie J, Leightley D, Lavelle G, Lamers F, Siddi S, Annas P, Garcia SA, Haro JM, Mohr DC, Penninx BWJH, Simblett SK, Wykes T, Narayan VA, Hotopf M, Matcham F. Lessons learned from recruiting into a longitudinal remote measurement study in major depressive disorder. NPJ Digit Med 2022; 5:133. [PMID: 36057688 PMCID: PMC9440458 DOI: 10.1038/s41746-022-00680-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 08/22/2022] [Indexed: 11/08/2022] Open
Abstract
The use of remote measurement technologies (RMTs) across mobile health (mHealth) studies is becoming popular, given their potential for providing rich data on symptom change and indicators of future state in recurrent conditions such as major depressive disorder (MDD). Understanding recruitment into RMT research is fundamental for improving historically small sample sizes, reducing loss of statistical power, and ultimately producing results worthy of clinical implementation. There is a need for the standardisation of best practices for successful recruitment into RMT research. The current paper reviews lessons learned from recruitment into the Remote Assessment of Disease and Relapse- Major Depressive Disorder (RADAR-MDD) study, a large-scale, multi-site prospective cohort study using RMT to explore the clinical course of people with depression across the UK, the Netherlands, and Spain. More specifically, the paper reflects on key experiences from the UK site and consolidates these into four key recruitment strategies, alongside a review of barriers to recruitment. Finally, the strategies and barriers outlined are combined into a model of lessons learned. This work provides a foundation for future RMT study design, recruitment and evaluation.
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Affiliation(s)
- Carolin Oetzmann
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
| | - Katie M White
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
| | - Alina Ivan
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Jessica Julie
- South London and Maudsley NHS Foundation Trust, London, UK
| | - Daniel Leightley
- Academic Department of Military Mental Health, King's College London, London, UK
| | - Grace Lavelle
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Femke Lamers
- Department of Psychiatry and Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Sara Siddi
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM, Universitat de Barcelona, Barcelona, Spain
| | | | - Sara Arranz Garcia
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM, Universitat de Barcelona, Barcelona, Spain
| | - Josep Maria Haro
- Parc Sanitari Sant Joan de Déu, Fundació Sant Joan de Déu, CIBERSAM, Universitat de Barcelona, Barcelona, Spain
| | - David C Mohr
- Center for Behavioral Intervention Technologies, Department of Preventative Medicine, Northwestern University, Chicago, IL, USA
| | - Brenda W J H Penninx
- Department of Psychiatry and Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Sara K Simblett
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Til Wykes
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | | | - Matthew Hotopf
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Faith Matcham
- School of Psychology, University of Sussex, Falmer, East Sussex, UK
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Doley JR, Rodgers RF, Paxton SJ, McLean SA. Effectiveness of recruitment strategies for a social media literacy E-intervention for young adults with body dissatisfaction: cost, time, diversity, and completion. Eat Disord 2022; 30:515-539. [PMID: 34402410 DOI: 10.1080/10640266.2021.1938855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Digital interventions are becoming increasingly popular for the treatment of body dissatisfaction and eating disorders. However, participant recruitment to online interventions poses a challenge. This study examined differences between a variety of recruitment strategies to a digital intervention in terms of number of participants recruited, cost, study personnel time, completion rates, and demographic characteristics of participants.Participants (N = 395) aged 18-25 years (79.5% women) were recruited to take part in an online body image intervention and asked how they heard about the program (e.g., through Facebook, a flyer on a university campus). Strategies of recruitment, including researcher time required and cost were recorded throughout the project. Cost and time effectiveness, study and intervention completion rates, and participant demographics for each recruitment approach were explored.Facebook paid advertising recruited n = 241 participants (78.0% women), with $29.81 cost per completer, and researcher time per completer at 2.41 minutes. Facebook unpaid advertising was also effective, recruiting n = 130 participants (78.5% women), with $0.00 external cost per completer, and time per completer at 20.43 minutes. Other strategies, both online and face-to-face, were far less effective in recruiting participants. Men proved difficult to recruit using any strategy.Facebook advertising was an effective tool for recruiting young adults to this online intervention, although further research should identify effective strategies to recruit men for similar interventions.
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Affiliation(s)
- Joanna Rachel Doley
- Institute for Health and Sport, Victoria University, Footscray, Victoria, Australia
| | - Rachel Florence Rodgers
- Department of Applied Psychology, Northeastern University, Boston, Massachusetts, United States
| | - Susan Jessica Paxton
- Department of Psychology and Counselling, La Trobe University, Melbourne, Victoria, Australia
| | - Siân Alexandra McLean
- School of Psychology and Public Health, The Bouverie Centre, La Trobe University, Melbourne, Victoria, Australia
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Fung HW, Chien WT, Ling HWH, Ross CA, Lam SKK. The mediating role of post-traumatic stress disorder symptoms in the relationship between childhood adversities and depressive symptoms in two samples. CHILD ABUSE & NEGLECT 2022; 131:105707. [PMID: 35714440 DOI: 10.1016/j.chiabu.2022.105707] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2021] [Revised: 05/31/2022] [Accepted: 06/07/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Childhood adversities have been increasingly recognized as a significant risk factor for depression. However, the underlying mediating mechanism between childhood adversities and depression requires further investigation. The literature shows that childhood adversities are also closely associated with post-traumatic stress disorder (PTSD) symptoms and that PTSD symptoms can predict depressive symptoms. It remains unexplored whether PTSD symptoms can act as a mediator between childhood adversities and depression. OBJECTIVES The primary goal of this study was to examine whether PTSD symptoms would mediate the relationship between childhood adversities and depressive symptoms. PARTICIPANTS AND SETTING We examined in a convenience sample of Hong Kong adults aged 18 or above (N = 418) whether PTSD symptoms would mediate the relationship between childhood adversities and depressive symptoms. We then examined and compared the results with those in another convenience sample of Chinese-speaking young adults (mainly from Taiwan and Hong Kong) aged between 18 and 24 (N = 205). Participants in both samples completed online surveys that included measures of childhood adversities, PTSD symptoms and depressive symptoms. RESULTS Childhood adversities were significantly associated with depressive symptoms; and this relationship was mediated by PTSD symptoms in both samples. CONCLUSION This study is one of very few studies demonstrating that PTSD symptoms mediate the relationship between childhood adversities and depressive symptoms. Our findings suggest that addressing unresolved PTSD symptoms for adults with childhood adversities may help in preventing or treating depressive symptoms. Therefore, PTSD symptoms should be taken into account in the prevention and management of depression.
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Affiliation(s)
- Hong Wang Fung
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong; The Department of Applied Social Sciences, The Hong Kong Polytechnic University, Hung Hom, Hong Kong.
| | - Wai Tong Chien
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong
| | - Henry Wai-Hang Ling
- The Department of Social Work and Social Administration, The University of Hong Kong, Hong Kong
| | - Colin A Ross
- The Colin A. Ross Institute for Psychological Trauma, Richardson, TX, United States
| | - Stanley Kam Ki Lam
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong
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Michaud TL, Estabrooks PA, You W, Ern J, Scoggins D, Gonzales K, King KM, Dai H, Su D. Effectiveness of incentives to improve the reach of health promotion programs- a systematic review and meta-analysis. Prev Med 2022; 162:107141. [PMID: 35809822 DOI: 10.1016/j.ypmed.2022.107141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 05/31/2022] [Accepted: 07/02/2022] [Indexed: 10/17/2022]
Abstract
The reach (i.e., enrollment, engagement, and retention) of health promotion evidence-based programs (EBPs) at the participant level has been challenging. Incentives based on behavioral economics may be used to improve EBP reach. We aimed to systematically review and synthesize the evidence of the effectiveness of incentives as a dissemination strategy to increase EBP reach. We conducted a literature search in PubMed, SCOPUS, EMBASE, Cochrane Review and Cochrane CENTRAL for articles published between January 2000 and March 2020 to identify incentive strategies used to increase program reach among health promotion EBPs. Inclusion criteria included studies published in English, experimental or quasi-experimental designs, comparison of incentive to non-incentive or control strategies, and reported on reach (n = 35 health promotion studies). Monetary incentives using cash and a fixed schedule of reinforcement were the most used incentive schemes (71%). Incentives alone or combined with other strategies as a multicomponent approach were effective in improving program enrollment, engagement, and retention. Specifically, incentive strategies were associated with higher odds of program enrollment (odds ratio [OR], 2.78; 95% confidence interval [CI], 1.82-4.24; n = 10) and retention (OR, 2.54, 95% CI, 1.34-4.85; n = 9) with considerable heterogeneity (I2 = 94% and 91%, respectively). Incentives are a promising individual-level dissemination strategy to improve the reach of health promotion EBPs. However, understanding the optimal amount, type, frequency, and target of incentives, and how incentives fit in a multicomponent approach in different contexts requires further research.
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Affiliation(s)
- Tzeyu L Michaud
- Center for Reducing Health Disparities, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA; Department of Health Promotion, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA.
| | - Paul A Estabrooks
- Department of Health and Kinesiology, College of Health, University of Utah, Salt Lake City, UT, USA
| | - Wen You
- Department of Public Health Sciences, University of Virginia, University of Virginia Cancer Center, Charlottesville, VA, USA
| | - Jessica Ern
- Center for Reducing Health Disparities, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Dylan Scoggins
- Center for Reducing Health Disparities, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Kelly Gonzales
- College of Nursing, Omaha Division, University of Nebraska Medical Center, Omaha, NE, USA
| | - Keyonna M King
- Center for Reducing Health Disparities, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA; Department of Health Promotion, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Hongying Dai
- Department of Biostatistics, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
| | - Dejun Su
- Center for Reducing Health Disparities, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA; Department of Health Promotion, College of Public Health, University of Nebraska Medical Center, Omaha, NE, USA
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Vaiciurgis VT, Charlton KE, Clancy AK, Beck EJ. Nutrition programmes for individuals living with disadvantage in supported residential settings: a scoping review. Public Health Nutr 2022; 25:2625-2636. [PMID: 35470791 PMCID: PMC9991776 DOI: 10.1017/s1368980022000969] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2021] [Revised: 03/30/2022] [Accepted: 04/19/2022] [Indexed: 11/06/2022]
Abstract
OBJECTIVE Health inequities such as chronic disease are significantly higher among individuals living with disadvantage compared with the general population and many are reported to be attributable to preventable dietary risk factors. This study provides an overview of the current nutrition interventions for individuals living with extreme disadvantage, in supported residential settings, to develop insights into the development and implementation of policies and practices to promote long-term nutritional health and well-being. DESIGN A scoping review searched Scopus, ProQuest, CINAHL Plus, MEDLINE, and Web of Science databases using the terms 'resident', 'nutrition', 'disadvantage', 'intervention' and their synonyms, with particular emphasis on interventions in residential settings. SETTING Residential services providing nutrition provision and support. PARTICIPANTS People experiencing extreme disadvantage. RESULTS From 5262 articles, seven were included in final synthesis. Most interventions focused on building food literacy knowledge and skills. Study designs and outcome measures varied; however, all reported descriptive improvements in behaviour and motivation. In addition to food literacy, it was suggested that interventions need to address behaviour and motivations, programme sustainability, long-term social, physical and economic barriers and provide support for participants during transition into independent living. Socio-economic issues remain key barriers to long-term health and well-being. CONCLUSIONS In addition to food literacy education, future research and interventions should consider utilising an academic-community partnership, addressing nutrition-related mental health challenges, motivation and behaviour change and a phased approach to improve support for individuals transitioning into independent living.
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Affiliation(s)
- Verena T Vaiciurgis
- School of Medical, Indigenous and Health Sciences, University of Wollongong, Wollongong, NSW2522, Australia
- Illawarra Health & Medical Research Institute, Wollongong, NSW2522, Australia
| | - Karen E Charlton
- School of Medical, Indigenous and Health Sciences, University of Wollongong, Wollongong, NSW2522, Australia
- Illawarra Health & Medical Research Institute, Wollongong, NSW2522, Australia
| | - Annabel K Clancy
- Illawarra Health & Medical Research Institute, Wollongong, NSW2522, Australia
| | - Eleanor J Beck
- School of Medical, Indigenous and Health Sciences, University of Wollongong, Wollongong, NSW2522, Australia
- Illawarra Health & Medical Research Institute, Wollongong, NSW2522, Australia
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Hoffmann SH, Paldam Folker A, Buskbjerg M, Paldam Folker M, Huber Jezek A, Lyngsø Svarta D, Nielsen Sølvhøj I, Thygesen L. Potential of Online Recruitment Among 15-25-Year Olds: Feasibility Randomized Controlled Trial. JMIR Form Res 2022; 6:e35874. [PMID: 35612877 PMCID: PMC9178448 DOI: 10.2196/35874] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 04/09/2022] [Accepted: 04/19/2022] [Indexed: 11/20/2022] Open
Abstract
Background Recruiting young people for health and intervention studies by traditional methods has become increasingly challenging. The widespread access to the internet may offer new strategies for online recruitment. Objective This study aims to assess the feasibility of online recruitment for a randomized controlled trial evaluating the effectiveness of Mindhelper, an online national youth mental health promotion service. The target group was young Danes aged 15-25 in need of mental health promotion. Methods Advertisements for recruitment were set up on Facebook and Instagram. Browser history was collected for a subsample of participants. We compared basic characteristics of participants who completed the baseline survey and those who did not, as well as of participants who completed the follow-up survey and those who were lost to follow-up. The significance of these differences was tested with the Pearson chi-square test. Results A total of 560 Danes aged 15-25 were recruited within 1 month (ie, had completed the baseline survey). Among these participants, 356 (63.6%) were at risk of developing depression or stress. The average advertisement price per participant completing the baseline questionnaire was 31 DKK (approximately €4 [US $4.2]). The follow-up survey was sent to 545 participants, of whom 318 (58.3%) completed the survey. No statistically significant differences were observed in baseline characteristics of participants who completed the follow-up and those who were lost to follow-up in terms of gender (P=.45), age (P=.35), occupation (P=.17), cohabitation (P=.90), mental well-being (P=.26), mental illness (P=.44; impact of the illness, P=.05), or use of the internet when having a hard time (P=.92). Conclusions We conclude that it is feasible to recruit young Danes online for a large-scale randomized controlled trial assessing the effectiveness of Mindhelper. Trial Registration ClinicalTrials.gov NCT04650906; https://clinicaltrials.gov/ct2/show/NCT04650906
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Affiliation(s)
- Sofie Have Hoffmann
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Anna Paldam Folker
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Mark Buskbjerg
- Centre for Telepsychiatry, Mental Health Services in the Region of Southern Denmark, Odense, Denmark
| | - Marie Paldam Folker
- Centre for Telepsychiatry, Mental Health Services in the Region of Southern Denmark, Odense, Denmark
| | - Andrea Huber Jezek
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Durita Lyngsø Svarta
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Ida Nielsen Sølvhøj
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
| | - Lau Thygesen
- National Institute of Public Health, University of Southern Denmark, Copenhagen, Denmark
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Cho PJ, Yi J, Ho E, Shandhi MMH, Dinh Y, Patil A, Martin L, Singh G, Bent B, Ginsburg G, Smuck M, Woods C, Shaw R, Dunn J. Demographic Imbalances Resulting From the Bring-Your-Own-Device Study Design. JMIR Mhealth Uhealth 2022; 10:e29510. [PMID: 34913871 PMCID: PMC9034431 DOI: 10.2196/29510] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Revised: 07/30/2021] [Accepted: 12/15/2021] [Indexed: 01/29/2023] Open
Abstract
Digital health technologies, such as smartphones and wearable devices, promise to revolutionize disease prevention, detection, and treatment. Recently, there has been a surge of digital health studies where data are collected through a bring-your-own-device (BYOD) approach, in which participants who already own a specific technology may voluntarily sign up for the study and provide their digital health data. BYOD study design accelerates the collection of data from a larger number of participants than cohort design; this is possible because researchers are not limited in the study population size based on the number of devices afforded by their budget or the number of people familiar with the technology. However, the BYOD study design may not support the collection of data from a representative random sample of the target population where digital health technologies are intended to be deployed. This may result in biased study results and biased downstream technology development, as has occurred in other fields. In this viewpoint paper, we describe demographic imbalances discovered in existing BYOD studies, including our own, and we propose the Demographic Improvement Guideline to address these imbalances.
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Affiliation(s)
- Peter Jaeho Cho
- Department of Biomedical Engineering, Duke University, Durham, NC, United States
| | - Jaehan Yi
- Department of Biomedical Engineering, Duke University, Durham, NC, United States
| | - Ethan Ho
- Department of Biomedical Engineering, Duke University, Durham, NC, United States
| | | | - Yen Dinh
- Department of Biomedical Engineering, Duke University, Durham, NC, United States
| | - Aneesh Patil
- Department of Biomedical Engineering, Duke University, Durham, NC, United States
| | - Leatrice Martin
- Clinical and Translational Science Institute, Duke University, Durham, NC, United States
| | - Geetika Singh
- Department of Biomedical Engineering, Duke University, Durham, NC, United States
| | - Brinnae Bent
- Department of Biomedical Engineering, Duke University, Durham, NC, United States
| | - Geoffrey Ginsburg
- All of Us Research Program, National Institutes of Health, Bethesda, MD, United States
| | - Matthew Smuck
- Department of Physical Medicine and Rehabilitation, The Spine Program, University of Michigan, Ann Arbor, MI, United States
| | - Christopher Woods
- Division of Infectious Diseases, Duke University Medical Center, Durham, NC, United States
| | - Ryan Shaw
- School of Nursing, Duke University, Durham, NC, United States
| | - Jessilyn Dunn
- Department of Biomedical Engineering, Duke University, Durham, NC, United States
- Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, United States
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Thiblin E, Woodford J, Öhman M, von Essen L. The effect of personalised versus non-personalised study invitations on recruitment within the ENGAGE feasibility trial: an embedded randomised controlled recruitment trial. BMC Med Res Methodol 2022; 22:65. [PMID: 35249543 PMCID: PMC8898447 DOI: 10.1186/s12874-022-01553-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 02/24/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Recruitment into clinical trials is challenging and there is a lack of evidence on effective recruitment strategies. Personalisation of invitation letters is a potentially pragmatic and feasible way of increasing recruitment rates at a low-cost. However, there is a lack of evidence concerning the effect of personalising of study invitation letters on recruitment rates. METHODS We undertook a Study Within A Trial (SWAT) to investigate the effect of personalised versus non-personalised study invitation letters on recruitment rates into the host feasibility trial ENGAGE, a feasibility study of an internet-administered, guided, Low Intensity Cognitive-Behavioural Therapy based self-help intervention for parents of children previously treated for cancer. An intervention group (n = 254) received a personalised study invitation letter and the control group (n = 255) received a non-personalised study invitation letter. The primary outcome was the proportion of participants in the intervention group and the control group enrolled into the ENGAGE host feasibility trial. Secondary outcomes relating to the recruitment and screening process, and retention were examined. Differences in proportions between groups for the primary and secondary outcomes were estimated using logistic regression. RESULTS Of the 509 potential participants, 56 (11.0%) were enrolled into the ENGAGE host feasibility trial: personalised: 30/254 (11.8%) and non-personalised: 26/255 (10.2%). No statistically significant effect on personalisation of enrolment was found (OR 1.18, 95% CI 0.68-2.06). No statistically significant differences were found for any secondary outcome. CONCLUSIONS Personalisation of study invitations had no effect on recruitment. However, given the small study sample size in the present SWAT, and lack of similar embedded recruitment RCTs to enable a meta-analysis, additional SWATs to examine the personalisation of study invitation letters are warranted. TRIAL REGISTRATION ISRCTN57233429 ; ISRCTN18404129 ; SWAT 112, Northern Ireland Hub for Trials Methodology Research SWAT repository (2018 OCT 1 1231) ( https://www.qub.ac.uk/sites/TheNorthernIrelandNetworkforTrialsMethodologyResearch/FileStore/Filetoupload,939618,en.pdf ).
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Affiliation(s)
- Ella Thiblin
- Healthcare Sciences and e-Health, Department of Women's and Children's Health, Uppsala University, Dag Hammarskjölds väg 14B, 751 05, Uppsala, Sweden
| | - Joanne Woodford
- Healthcare Sciences and e-Health, Department of Women's and Children's Health, Uppsala University, Dag Hammarskjölds väg 14B, 751 05, Uppsala, Sweden
| | - Mattias Öhman
- Institute for Housing and Urban Research, Uppsala University, Uppsala, Sweden
| | - Louise von Essen
- Healthcare Sciences and e-Health, Department of Women's and Children's Health, Uppsala University, Dag Hammarskjölds väg 14B, 751 05, Uppsala, Sweden.
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Kearney A, Ashford PA, Butlin L, Conway T, Cragg WJ, Devane D, Gardner H, Gaunt DM, Gillies K, Harman NL, Hunter A, Lane AJ, McWilliams C, Murphy L, O'Nions C, Stanhope EN, Vellinga A, Williamson PR, Gamble C. Developing an online, searchable database to systematically map and organise current literature on retention research (ORRCA2). Clin Trials 2022; 19:71-80. [PMID: 34693794 PMCID: PMC8847754 DOI: 10.1177/17407745211053803] [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] [Indexed: 11/16/2022]
Abstract
BACKGROUND Addressing recruitment and retention challenges in trials is a key priority for methods research, but navigating the literature is difficult and time-consuming. In 2016, ORRCA (www.orrca.org.uk) launched a free, searchable database of recruitment research that has been widely accessed and used to support the update of systematic reviews and the selection of recruitment strategies for clinical trials. ORRCA2 aims to create a similar database to map the growing volume and importance of retention research. METHODS Searches of Medline (Ovid), CINAHL, PsycINFO, Scopus, Web of Science Core Collection and the Cochrane Library, restricted to English language and publications up to the end of 2017. Hand searches of key systematic reviews were undertaken and randomised evaluations of recruitment interventions within the ORRCA database on 1 October 2020 were also reviewed for any secondary retention outcomes. Records were screened by title and abstract before obtaining the full text of potentially relevant articles. Studies reporting or evaluating strategies, methods and study designs to improve retention within healthcare research were eligible. Case reports describing retention challenges or successes and studies evaluating participant reported reasons for withdrawal or losses were also included. Studies assessing adherence to treatments, attendance at appointments outside of research and statistical analysis methods for missing data were excluded. Eligible articles were categorised into one of the following evidence types: randomised evaluations, non-randomised evaluations, application of retention strategies without evaluation and observations of factors affecting retention. Articles were also mapped against a retention domain framework. Additional data were extracted on research outcomes, methods and host study context. RESULTS Of the 72,904 abstracts screened, 4,364 full texts were obtained, and 1,167 articles were eligible. Of these, 165 (14%) were randomised evaluations, 99 (8%) non-randomised evaluations, 319 (27%) strategies without evaluation and 584 (50%) observations of factors affecting retention. Eighty-four percent (n = 979) of studies assessed the numbers of participants retained, 27% (n = 317) assessed demographic differences between retained and lost participants, while only 4% (n = 44) assessed the cost of retention strategies. The most frequently reported domains within the 165 studies categorised as 'randomised evaluations of retention strategies' were participant monetary incentives (32%), participant reminders and prompts (30%), questionnaire design (30%) and data collection location and method (26%). CONCLUSION ORRCA2 builds on the success of ORRCA extending the database to organise the growing volume of retention research. Less than 15% of articles were randomised evaluations of retention strategies. Mapping of the literature highlights several areas for future research such as the role of research sites, clinical staff and study design in enhancing retention. Future studies should also include cost-benefit analysis of retention strategies.
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Affiliation(s)
- Anna Kearney
- Health Data Science, University of Liverpool, Liverpool, UK
| | | | - Laura Butlin
- Centre for Trials Research, Cardiff University, Cardiff, UK
| | - Thomas Conway
- HRB-Trials Methodology Research Network and Evidence Synthesis Ireland
| | - William J Cragg
- Clinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK
| | - Declan Devane
- HRB-Trials Methodology Research Network, School of Nursing and Midwifery, NUI Galway, Galway, Ireland.,School of Nursing and Midwifery, National University of Ireland Galway, Galway, Ireland
| | - Heidi Gardner
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | - Daisy M Gaunt
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Katie Gillies
- Health Services Research Unit, University of Aberdeen, Aberdeen, UK
| | | | - Andrew Hunter
- School of Nursing and Midwifery, National University of Ireland Galway, Galway, Ireland
| | - Athene J Lane
- Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | | | - Louise Murphy
- National University of Ireland Galway, Galway, Ireland
| | - Carrie O'Nions
- Health Data Science, University of Liverpool, Liverpool, UK
| | - Edward N Stanhope
- University College Birmingham, Birmingham, UK.,Staffordshire University, Stoke-on-Trent, UK
| | - Akke Vellinga
- School of Medicine, National University of Ireland Galway, Galway, Ireland
| | | | - Carrol Gamble
- Liverpool Clinical Trials Centre, University of Liverpool, Liverpool, UK
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Baker AL, McCarter K, Brophy L, Castle D, Kelly PJ, Cocks N, McKinlay ML, Brasier C, Borland R, Bonevski B, Segan C, Baird DE, Turner A, Williams JM, Forbes E, Hayes L, Attia J, Lambkin D, Barker D, Sweeney R. Adapting Peer Researcher Facilitated Strategies to Recruit People Receiving Mental Health Services to a Tobacco Treatment Trial. Front Psychiatry 2022; 13:869169. [PMID: 35722563 PMCID: PMC9199858 DOI: 10.3389/fpsyt.2022.869169] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 04/26/2022] [Indexed: 12/01/2022] Open
Abstract
INTRODUCTION One of the most challenging aspects of conducting intervention trials among people who experience severe mental illness (SMI) and who smoke tobacco, is recruitment. In our parent "QuitLink" randomized controlled trial (RCT), slower than expected peer researcher facilitated recruitment, along with the impact of COVID-19 pandemic restrictions, necessitated an adaptive recruitment response. The objectives of the present study were to: (i) describe adaptive peer researcher facilitated recruitment strategies; (ii) explore the effectiveness of these strategies; (iii) investigate whether recruitment strategies reached different subgroups of participants; and (iv) examine the costs and resources required for implementing these strategies. Finally, we offer experience-based lessons in a Peer Researcher Commentary. METHODS People were included in the RCT if they smoked at least 10 cigarettes a day and were accessing mental health support from the project's two partnering mental health organizations in Victoria, Australia. The majority of people accessing these services will have been diagnosed with SMI. Recruitment occurred over 2 years. We began with peer facilitated recruitment strategies delivered face-to-face, then replaced this with direct mail postcards followed by telephone contact. In the final 4 months of the study, we began online recruitment, broadening it to people who smoked and were accessing support or treatment (including from general practitioners) for mental health and/or alcohol or other drug problems, anywhere in the state of Victoria. Differences between recruitment strategies on key participant variables were assessed. We calculated the average cost per enrolee of the different recruitment approaches. RESULTS Only 109 people were recruited from a target of 382: 29 via face-to-face (March 2019 to April 2020), 66 from postcards (May 2020 to November 2020), and 14 from online (November to December 2020 and January to March 2021) strategies. Reflecting our initial focus on recruiting from supported independent living accommodation facilities, participants recruited face-to-face were significantly more likely to be living in partially or fully supported independent living (n = 29, <0.001), but the samples were otherwise similar. After the initial investment in training and equipping peer researchers, the average cost of recruitment was AU$1,182 per participant-~US$850. Face-to-face recruitment was the most expensive approach and postcard recruitment the least (AU$1,648 and AU$928 per participant). DISCUSSION Peer researcher facilitated recruitment into a tobacco treatment trial was difficult and expensive. Widely dispersed services and COVID-19 restrictions necessitated non-face-to-face recruitment strategies, such as direct mail postcards, which improved recruitment and may be worthy of further research. CLINICAL TRIAL REGISTRATION The trial is registered with ANZCTR (www.anzctr.org.au): ACTRN12619000244101 prior to the accrual of the first participant and updated regularly as per registry guidelines. The trial sponsor was the University of Newcastle, NSW, Australia.
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Affiliation(s)
- Amanda L Baker
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
| | - Kristen McCarter
- School of Psychological Sciences, College of Engineering, Science and Environment, University of Newcastle, Callaghan, NSW, Australia
| | - Lisa Brophy
- Social Work and Social Policy, School of Allied Health, Human Services and Sport, La Trobe University Melbourne, Melbourne, VIC, Australia.,Centre for Mental Health, Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - David Castle
- Centre for Complex Interventions, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Peter J Kelly
- Illawarra Health and Medical Research Institute and the School of Psychology, University of Wollongong, Wollongong, NSW, Australia
| | - Nadine Cocks
- Research, Advocacy and Policy Development, Mind Australia Limited, Heidelberg, VIC, Australia
| | - Melissa L McKinlay
- Department of Mental Health, St Vincent's Hospital Melbourne, Fitzroy, VIC, Australia
| | - Catherine Brasier
- Social Work and Social Policy, School of Allied Health, Human Services and Sport, La Trobe University Melbourne, Melbourne, VIC, Australia
| | - Ron Borland
- Melbourne School of Psychological Sciences, The University of Melbourne, Melbourne, VIC, Australia.,Cancer Council Victoria, Melbourne, VIC, Australia
| | - Billie Bonevski
- Flinders Health and Medical Research Institute (FHMRI), College of Medicine & Public Health, Flinders University, Bedford Park, SA, Australia
| | - Catherine Segan
- Melbourne School of Psychological Sciences, The University of Melbourne, Melbourne, VIC, Australia.,Melbourne School of Population and Global Health, The University of Melbourne, Melbourne, VIC, Australia
| | - Donita E Baird
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
| | - Alyna Turner
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia.,School of Medicine, IMPACT, Institute for Innovation in Physical and Mental Health and Clinical Translation, Deakin University, Geelong, VIC, Australia
| | - Jill M Williams
- Division of Addiction Psychiatry, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, United States
| | - Erin Forbes
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia
| | - Laura Hayes
- Research, Advocacy and Policy Development, Mind Australia Limited, Heidelberg, VIC, Australia
| | - John Attia
- School of Medicine and Public Health, College of Health, Medicine and Wellbeing, University of Newcastle, Callaghan, NSW, Australia.,Hunter Medical Research Institute, Newcastle, NSW, Australia
| | - David Lambkin
- Hunter Medical Research Institute, Newcastle, NSW, Australia
| | - Daniel Barker
- Hunter Medical Research Institute, Newcastle, NSW, Australia
| | - Rohan Sweeney
- Centre for Health Economics, Monash Business School, Monash University, Melbourne, VIC, Australia
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Woo J, Shahid H, Hillmer A, Abdullah A, Deshpande S, Panesar B, Sanger N, Samaan Z. Factors affecting participant recruitment and retention in borderline personality disorder research: a feasibility study. Pilot Feasibility Stud 2021; 7:178. [PMID: 34544490 PMCID: PMC8450701 DOI: 10.1186/s40814-021-00915-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 09/07/2021] [Indexed: 12/03/2022] Open
Abstract
Background Previous studies have shown that stigma is a major barrier to participation in psychiatric research and that individuals who participate in psychiatric research may differ clinically and demographically from non-participants. However, few studies have explored research recruitment and retention challenges in the context of personality disorders. Aim To provide an analysis of the factors affecting participant recruitment and retention in a study of borderline personality disorder among general psychiatric inpatients. Methods Adult inpatients in a tertiary psychiatric hospital were approached about participating in a cross-sectional study of borderline personality disorder. Recruitment rates, retention rates, and reasons for declining participation or withdrawing from the study were collected. Demographic characteristics were compared between participants and non-participants and between patients who remained in the study and those who withdrew. Results A total of 71 participants were recruited into the study between January 2018 and March 2020. Recruitment and retention rates were 45% and 70%, respectively. Lack of interest was the most commonly cited reason for non-participation, followed by scheduling conflicts and concerns regarding mental/physical well-being. Age and sex were not predictors of study participation or retention. Conclusions More research is needed to explore patients’ perspectives and attitudes towards borderline personality disorder diagnosis and research, determine effects of different recruitment strategies, and identify clinical predictors of recruitment and retention in personality disorder research.
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Affiliation(s)
- Julia Woo
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, 1280 Main Street West, Hamilton, ON, Canada
| | - Hamnah Shahid
- Department of Psychology, Brock University, St. Catharines, ON, Canada
| | - Alannah Hillmer
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, 1280 Main Street West, Hamilton, ON, Canada.,Dapartment of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, ON, Canada
| | - Alamna Abdullah
- Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Sarah Deshpande
- Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Balpreet Panesar
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, 1280 Main Street West, Hamilton, ON, Canada.,Dapartment of Psychology, Neuroscience & Behaviour, McMaster University, Hamilton, ON, Canada
| | - Nitika Sanger
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, 1280 Main Street West, Hamilton, ON, Canada.,Medical Sciences Graduate Program, McMaster University, Hamilton, ON, Canada
| | - Zena Samaan
- Department of Psychiatry and Behavioural Neurosciences, McMaster University, 1280 Main Street West, Hamilton, ON, Canada.
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Baker FA, Pool J, Johansson K, Wosch T, Bukowska AA, Kulis A, Blauth L, Stensæth K, Clark IN, Odell-Miller H. Strategies for Recruiting People With Dementia to Music Therapy Studies: Systematic Review. J Music Ther 2021; 58:373-407. [PMID: 34173662 DOI: 10.1093/jmt/thab010] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
Abstract
Positive effects of music therapy for people with dementia and their family carers are reported in a growing number of studies. However, small sample sizes or low recruitment rates often limit the success of these research studies. More adequately powered evidence-based studies are needed to impact policy and funding in dementia care. This systematic review examined recruitment strategies in music therapy clinical trials involving people living with dementia and/or their family carers. Eligible studies described enrolment, consent, accrual, or recruitment methods as well as recruitment or consent rates. Thirty studies with a total of 1,192 participants were included. Recruitment and conversion rates in residential aged care facilities (RACFs) (14 studies) were substantially higher than in community-based studies (16 studies). Whereas studies in RACFs most commonly recruited participants through staff approaching residents face-to-face or conversing with residents' legal guardians, community-based studies utilized a vast array of strategies, including staff referral, demonstrations/information sessions by researchers, advertisements, and direct contact with residents. Recruitment rates are likely to be higher when recruiters have an existing relationship with potential participants and when an independent third-party dementia organization is involved. Randomized controlled trials led to equally or greater recruitment conversion rates than other designs. Findings suggest that recruitment in dementia trials is complex, challenging, and needs thorough planning and consideration to be time- and cost-effective. Future studies should include reporting of recruitment strategies, enrolment rates, and related aspects so that researchers can better design recruitment strategies and estimate resources needed to reach the target sample size.
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Affiliation(s)
- Felicity A Baker
- Faculty of Fine Arts and Music, The University of Melbourne, Melbourne, Victoria, Australia.,Centre for Research in Music and Health, Norwegian Academy of Music, Oslo, Norway
| | - Jonathan Pool
- Cambridge Institute for Music Therapy Research, Anglia Ruskin University, Cambridge, UK
| | - Kjersti Johansson
- Centre for Research in Music and Health, Norwegian Academy of Music, Oslo, Norway
| | - Thomas Wosch
- Hochschule für angewandte Wissenschaften Würzburg-Schweinfurt, Würzburg, Germany
| | - Anna A Bukowska
- Institute of Applied Science, University of Physical Education, Kraków, Poland
| | - Aleksandra Kulis
- Institute of Applied Science, University of Physical Education, Kraków, Poland
| | - Laura Blauth
- Hochschule für angewandte Wissenschaften Würzburg-Schweinfurt, Würzburg, Germany
| | - Karette Stensæth
- Centre for Research in Music and Health, Norwegian Academy of Music, Oslo, Norway
| | - Imogen N Clark
- Faculty of Fine Arts and Music, The University of Melbourne, Melbourne, Victoria, Australia
| | - Helen Odell-Miller
- Cambridge Institute for Music Therapy Research, Anglia Ruskin University, Cambridge, UK
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Wood TJ, Gazendam AM, Kabali CB. Postoperative Outcomes Following Total Hip and Knee Arthroplasty in Patients with Pain Catastrophizing, Anxiety, or Depression. J Arthroplasty 2021; 36:1908-1914. [PMID: 33648844 DOI: 10.1016/j.arth.2021.02.018] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 02/01/2021] [Accepted: 02/04/2021] [Indexed: 02/02/2023] Open
Abstract
BACKGROUND The relationship among pain catastrophizing, emotional disorders, and total joint arthroplasty (TJA) outcomes is an emerging area of study. The purpose of this study is to examine the association of these factors with 1-year postoperative pain and functional outcomes. METHODS A prospective cohort study of preoperative TJA patients using the Pain Catastrophizing Scale and Hospital Anxiety and Depression Scale (HADS-A/HADS-D) was conducted. Postoperative outcomes included Visual Analog Scale (VAS) pain, Oxford, Harris Hip (HHS) and Knee Society (KSS) scores. Median regression was used to assess the pattern of relationship among preoperative clinically relevant catastrophizing (CRC) pain, abnormal HADS, and 1-year postoperative outcomes. RESULTS We recruited 463 TJA patients, all of which completed 1-year follow-up. At 1 year, CRC-rumination (adjusted median difference 1; 95% confidence interval [CI] 0.31-1.69, P = .005) and abnormal HADS-A (adjusted median difference 1; 95% CI 0.36-1.64, P = .002) were predictors of VAS pain, CRC magnification a predictor of HHS/KSS (adjusted median difference 1.3; 95% CI 5.23-0.11, P = .041), and abnormal HADS-A a predictor of Oxford (adjusted median difference 3.68; 95% CI 1.38-5.99, P = .002). CRC patients demonstrated inferior VAS pain (P = .001), Oxford (P < .0001), and HHS/KSS (P = .025). Abnormal HADS patients demonstrated inferior postoperative VAS (HADS-A, P = .025; HADS-D, P = .030) and Oxford (HADS-A, P = .001; HADS-D, P = .030). However, patients with CRC experienced significant improvement in VAS, Oxford, and HHS/KSS (P < .05) from preoperative to 1 year. Similarly, patients with abnormal HADS showed significant improvement in VAS pain and HHS/KSS (P < .05). CONCLUSION TJA patients who are anxious, depressed, or pain catastrophizing have inferior preoperative and postoperative pain and function. However, as compared to their preoperative status, clinically significant improvement can be expected following hip/knee arthroplasty.
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Affiliation(s)
- Thomas J Wood
- Division of Orthopaedic Surgery, McMaster University, Hamilton, Ontario, Canada; Complex Care and Othopaedics Program, Hamilton Health Sciences Juravinski Hospital, Hamilton, Ontario, Canada
| | - Aaron M Gazendam
- Division of Orthopaedic Surgery, McMaster University, Hamilton, Ontario, Canada
| | - Conrad B Kabali
- Division of Epidemiology, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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40
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Tchouankam T, Estabrooks P, Cloyd A, Notice M, Teel-Williams M, Smolsky A, Burnett P, Alexis G, Conley T, Partridge EJ, Hogan P, Thorpe R, King KM. Recruiting Low-Income African American Men in Mental Health Research: A Community-Based Participatory Research Feasibility Study. Am J Mens Health 2021; 15:15579883211018418. [PMID: 34027740 PMCID: PMC8142009 DOI: 10.1177/15579883211018418] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
African Americans (AAs) are 20% more likely to develop serious psychological distress compared to Whites but are less likely to use mental health services. The study objective was to evaluate the effectiveness of recruitment strategies to engage AA fathers in a mental health intervention. Using the community-based participatory research (CBPR) approach, a community-academic partnership (CAP) developed and implemented direct and indirect referral strategies to engage AA fathers in a mental health intervention. Direct referral strategies focused on community partner identification of potentially eligible participants, providing information about the study (i.e., study flyer), and referring potential participants to the study. Indirect referrals included posting flyers in local businesses frequented by AA men, radio advertisements, and social media posts from community organizations. From January to October 2019, 50 direct and 1388 indirect referrals were documented, yielding 24 participants screened and 15 enrolled. Of all participants screened, 58% were referred through indirect referral, 38% were referred directly by community partners, and 4% of the participants were referred through both direct and indirect referrals. Twenty percent of those exposed to the direct referral methods and 1% of those exposed to the indirect referral methods were enrolled. The indirect referrals accounted for 60% of enrollment, whereas the direct referrals accounted for 33.3% of enrollment. Collaborating with the community partners to engage hard-to-reach populations in mental health studies allowed for broad dissemination of recruitment methods, but still resulted in low participant accrual. Additional focus on increasing direct referral methods appears to be a fruitful area of CBPR.
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Affiliation(s)
| | | | | | - Maxine Notice
- University of Nebraska Medical Center, Omaha, Nebraska, USA
| | | | - Ann Smolsky
- Charles Drew Health Center, Inc., Omaha, Nebraska, USA
| | - Paul Burnett
- Charles Drew Health Center, Inc., Omaha, Nebraska, USA
| | | | - Tori Conley
- Charles Drew Health Center, Inc., Omaha, Nebraska, USA
| | | | - Payton Hogan
- Charles Drew Health Center, Inc., Omaha, Nebraska, USA
| | | | - Keyonna M King
- University of Nebraska Medical Center, Omaha, Nebraska, USA
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Andreae SJ, Andreae LJ, Richman JS, Cherrington AL, Safford MM. Peer-delivered Cognitive Behavioral Therapy-based Intervention Reduced Depression and Stress in Community Dwelling Adults With Diabetes and Chronic Pain: A Cluster Randomized Trial. Ann Behav Med 2021; 55:970-980. [PMID: 33969866 DOI: 10.1093/abm/kaab034] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Finding effective, accessible treatment options such as professional-delivered cognitive behavioral therapy (CBT) for medically complex individuals is challenging in rural communities. PURPOSE We examined whether a CBT-based program intended to increase physical activity despite chronic pain in patients with diabetes delivered by community members trained as peer coaches also improved depressive symptoms and perceived stress. METHODS Participants in a cluster-randomized controlled trial received a 3-month telephonic lifestyle modification program with integrated CBT elements. Peer coaches assisted participants in developing skills related to adaptive coping, diabetes self-management goal-setting, stress reduction, and cognitive restructuring. Attention controls received general health advice with an equal number of contacts but no CBT elements. Depressive symptoms and stress were assessed using the Centers for Epidemiologic Studies Depression and Perceived Stress scales. Assessments occurred at baseline, 3 months, and 1 year. RESULTS Of 177 participants with follow-up data, 96% were African Americans, 79% women, and 74% reported annual income <$20,000. There was a significant reduction in perceived stress in intervention compared to control participants at 3-months (β = -2.79, p = .002 [95% CI -4.52, -1.07]) and 1 year (β = -2.59, p < .0001 [95% CI -3.30, -1.87]). Similarly, intervention participants reported significant decreases in depressive symptoms at 3-months (β = -2.48, p < .0001 [95% CI -2.48, -2.02]) and at 1 year (β = -1.62, p < .0001 [95% CI -2.37, -0.86]). CONCLUSIONS This peer-delivered CBT-based program improved depressive symptoms and stress in individuals with diabetes and chronic pain. Training community members may be a feasible strategy for offering CBT-based interventions in rural and under-resourced communities. CLINICAL TRIAL REGISTRATION NCT02538055.
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Affiliation(s)
- Susan J Andreae
- Department of Kinesiology, University of Wisconsin-Madison, Madison, WI, USA
| | - Lynn J Andreae
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Joshua S Richman
- Department of Surgery, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Andrea L Cherrington
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Monika M Safford
- Department of Medicine, Weill Cornell Medical College, New York, NY, USA
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Soni H, Ivanova J, Grando A, Murcko A, Chern D, Dye C, Whitfield MJ. A pilot comparison of medical records sensitivity perspectives of patients with behavioral health conditions and healthcare providers. Health Informatics J 2021; 27:14604582211009925. [PMID: 33878989 DOI: 10.1177/14604582211009925] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
This pilot study compares medical record data sensitivity (e.g., depression is sensitive) and categorization perspective (e.g., depression categorized as mental health information) of patients with behavioral health conditions and healthcare providers using a mixed-methods approach employing patient's own EHR. Perspectives of 25 English- and Spanish-speaking patients were compared with providers. Data categorization comparisons resulted in 66.3% agreements, 14.5% partial agreements, and 19.3% disagreements. Sensitivity comparisons obtained 54.5% agreement, 11.9% partial agreement, and 33.6% disagreements. Patients and providers disagreed in classification of genetic data, mental health, drug abuse, and physical health information. Factors influencing patients' sensitivity determination were sensitive category comprehension, own experience, stigma towards category labels (e.g., drug abuse), and perception of information applicability (e.g., alcohol dependency). Knowledge of patients' sensitivity perceptions and reconciliation with providers could expedite the development of granular and personalized consent technology.
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43
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Gallagher P, Boland C, McClenaghan A, Fanning F, Lawlor E, Clarke M. Improved self-esteem and activity levels following a 12-week community activity and healthy lifestyle programme in those with serious mental illness: A feasibility study. Early Interv Psychiatry 2021; 15:367-373. [PMID: 32337860 DOI: 10.1111/eip.12965] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 02/25/2020] [Accepted: 03/15/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Those with serious mental illness (SMI) including both psychotic and affective disorders are recognized to have a premature mortality compared to the general population, at least in part due to elevated cardiovascular risk profile. AIM To examine the effect of a 12-week, pragmatic, sustainable, low-cost intervention involving community activity, nutritional advice and exercise that could be accessible to patients attending a community clinic. METHODS Participants (N = 35) with SMI attending a community mental health service who were considered at risk of metabolic syndrome were referred by their clinical teams to a specialized healthy activity and nutritional programme. The intervention involved participation in exercise, dietary education and targeted lifestyle advice focused on community activities. Data on physical health and clinical parameters were collected pre- and post-intervention. RESULTS Physical activity increased following the intervention along with a statistically significant increase in self-esteem scores. There was no significant reduction in body mass index or lowering of anxiety and depression scores. CONCLUSIONS It is feasible to develop a relatively low-cost, community-based physical activity programme, integrating both nutritional advice and healthy activities. This may lead to improved outcomes in cardiovascular risk profile and improved life expectancy.
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Affiliation(s)
- Peter Gallagher
- Detect Early Intervention in Psychosis Service, Dublin, Ireland.,Saint John of God Community Services CLG, Dublin, Ireland
| | - Cailín Boland
- Detect Early Intervention in Psychosis Service, Dublin, Ireland.,School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
| | - Aisling McClenaghan
- Detect Early Intervention in Psychosis Service, Dublin, Ireland.,Saint John of God Community Services CLG, Dublin, Ireland
| | - Felicity Fanning
- Detect Early Intervention in Psychosis Service, Dublin, Ireland.,Saint John of God Community Services CLG, Dublin, Ireland
| | - Elizabeth Lawlor
- Detect Early Intervention in Psychosis Service, Dublin, Ireland.,Saint John of God Community Services CLG, Dublin, Ireland
| | - Mary Clarke
- Detect Early Intervention in Psychosis Service, Dublin, Ireland.,Saint John of God Community Services CLG, Dublin, Ireland.,School of Medicine and Medical Science, University College Dublin, Dublin, Ireland
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Recruiting and retaining young adults: what can we learn from behavioural interventions targeting nutrition, physical activity and/or obesity? A systematic review of the literature. Public Health Nutr 2021; 24:5686-5703. [PMID: 33722332 DOI: 10.1017/s1368980021001129] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To describe strategies used to recruit and retain young adults in nutrition, physical activity and/or obesity intervention studies, and quantify the success and efficiency of these strategies. DESIGN A systematic review was conducted. The search included six electronic databases to identify randomised controlled trials (RCT) published up to 6 December 2019 that evaluated nutrition, physical activity and/or obesity interventions in young adults (17-35 years). Recruitment was considered successful if the pre-determined sample size goal was met. Retention was considered acceptable if ≥80 % retained for ≤6-month follow-up or ≥70 % for >6-month follow-up. RESULTS From 21 582 manuscripts identified, 107 RCT were included. Universities were the most common recruitment setting used in eighty-four studies (79 %). Less than half (46 %) of the studies provided sufficient information to evaluate whether individual recruitment strategies met sample size goals, with 77 % successfully achieving recruitment targets. Reporting for retention was slightly better with 69 % of studies providing sufficient information to determine whether individual retention strategies achieved adequate retention rates. Of these, 65 % had adequate retention. CONCLUSIONS This review highlights poor reporting of recruitment and retention information across trials. Findings may not be applicable outside a university setting. Guidance on how to improve reporting practices to optimise recruitment and retention strategies within young adults could assist researchers in improving outcomes.
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45
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Jaurretche M, Levy M, Castel AD, Happ LP, Monroe AK, Wyche KF. Factors Influencing Successful Recruitment of Racial and Ethnic Minority Patients for an Observational HIV Cohort Study in Washington, DC. J Racial Ethn Health Disparities 2021; 9:767-778. [PMID: 33721291 DOI: 10.1007/s40615-021-01015-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Revised: 02/26/2021] [Accepted: 02/28/2021] [Indexed: 01/07/2023]
Abstract
The process of recruiting racial and ethnic minority persons living with HIV (PLWH) is important for research studies to ensure inclusivity of underrepresented groups. To understand factors associated with recruitment of minority PLWH, this study examined the recruitment process of PLWH for an observational study of their routine medical care at 14 clinics in Washington, DC. Research assistant (RA) recruiters were interviewed to assess their consenting processes and strategies. Data were collected on clinic services, patient demographics, and recruitment logs of patient approaches for obtaining informed consent resulting in agreement or refusal. A median of 96% of eligible patients was approached to obtain consent, yielding a median consent rate of 78% across all sites. A total of 8438 patients consented and 1326 refused study participation. Clinical sites with more comprehensive services had higher consent rates. black/African American and Hispanic/Latinx PLWH consented or refused study participation in similar proportions, while significantly more white patients enrolled than refused. More men, compared with women, enrolled than refused study participation. The most frequent reasons for refusing study participation were the lack of interest in research (33.2%) and no specific reason provided (28%). RAs identified that effective recruitment strategies used culturally sensitive approaches, built rapport with patients, and obtained provider support for the study. Recruitment strategies that are gender sensitive to address the disparity of underrepresentation of women, address perceived barriers, and examine clinic-specific services are needed to maximize research participation for minority PLWH to improve prevention and health outcomes.
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Affiliation(s)
- Maria Jaurretche
- Milken Institute School of Public Health, Department of Epidemiology, The George Washington University, Washington, DC, USA
| | - Matthew Levy
- Milken Institute School of Public Health, Department of Epidemiology, The George Washington University, Washington, DC, USA.,Westat, Rockville, MD, USA
| | - Amanda D Castel
- Milken Institute School of Public Health, Department of Epidemiology, The George Washington University, Washington, DC, USA
| | - Lindsey Powers Happ
- Milken Institute School of Public Health, Department of Epidemiology, The George Washington University, Washington, DC, USA
| | - Anne K Monroe
- Milken Institute School of Public Health, Department of Epidemiology, The George Washington University, Washington, DC, USA
| | - Karen F Wyche
- School of Nursing, The George Washington University, Washington, DC, USA.
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Allan S, Mcleod H, Bradstreet S, Bell I, Whitehill H, Wilson-Kay A, Clark A, Matrunola C, Morton E, Farhall J, Gleeson J, Gumley A. Perspectives of Trial Staff on the Barriers to Recruitment in a Digital Intervention for Psychosis and How to Work Around Them: Qualitative Study Within a Trial. JMIR Hum Factors 2021; 8:e24055. [PMID: 33666555 PMCID: PMC7980120 DOI: 10.2196/24055] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 11/15/2020] [Accepted: 12/23/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Recruitment processes for clinical trials of digital interventions for psychosis are seldom described in detail in the literature. Although trial staff have expertise in describing barriers to and facilitators of recruitment, a specific focus on understanding recruitment from the point of view of trial staff is rare, and because trial staff are responsible for meeting recruitment targets, a lack of research on their point of view is a key limitation. OBJECTIVE The primary aim of this study was to understand recruitment from the point of view of trial staff and discover what they consider important. METHODS We applied pluralistic ethnographic methods, including analysis of trial documents, observation, and focus groups, and explored the recruitment processes of the EMPOWER (Early Signs Monitoring to Prevent Relapse in Psychosis and Promote Well-being, Engagement, and Recovery) feasibility trial, which is a digital app-based intervention for people diagnosed with schizophrenia. RESULTS Recruitment barriers were categorized into 2 main themes: service characteristics (lack of time available for mental health staff to support recruitment, staff turnover, patient turnover [within Australia only], management styles of community mental health teams, and physical environment) and clinician expectations (filtering effects and resistance to research participation). Trial staff negotiated these barriers through strategies such as emotional labor (trial staff managing feelings and expressions to successfully recruit participants) and trying to build relationships with clinical staff working within community mental health teams. CONCLUSIONS Researchers in clinical trials for digital psychosis interventions face numerous recruitment barriers and do their best to work flexibly and to negotiate these barriers and meet recruitment targets. The recruitment process appeared to be enhanced by trial staff supporting each other throughout the recruitment stage of the trial.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Emma Morton
- University of British Columbia, Vancouver, BC, Canada
| | | | - John Gleeson
- Australian Catholic University, Melbourne, Australia
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Newmark J, Gebara MA, Aizenstein H, Karp JF. Engaging in Late-Life Mental Health Research: a Narrative Review of Challenges to Participation. ACTA ACUST UNITED AC 2020; 7:317-336. [PMID: 32837830 PMCID: PMC7242610 DOI: 10.1007/s40501-020-00217-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Purpose of review This narrative review seeks to ascertain the challenges older patients face with participation in mental health clinical research studies and suggests creative strategies to minimize these obstacles. Recent findings Challenges to older adults’ engagement in mental health research include practical, institutional, and collaboration-related barriers applicable to all clinical trials as well as more personal, cultural, and age-related patient barriers specific to geriatric mental health research. Universal research challenges include (1) institutional barriers of lack of funding and researchers, inter-researcher conflict, and sampling bias; (2) collaboration-related barriers involving miscommunication and clinician concerns; and (3) practical patient barriers such as scheduling issues, financial constraints, and transportation difficulties. Challenges unique to geriatric mental health research include (1) personal barriers such as no perceived need for treatment, prior negative experience, and mistrust of mental health research; (2) cultural barriers involving stigma and lack of bilingual or culturally matched staff; and (3) chronic medical issues and concerns about capacity. Summary Proposed solutions to these barriers include increased programmatic focus on and funding of geriatric psychiatry research grants, meeting with clinical staff to clarify study protocols and eligibility criteria, and offering transportation for participants. To minimize stigma and mistrust of psychiatric research, studies should devise community outreach efforts, employ culturally competent bilingual staff, and provide patient and family education about the study and general information about promoting mental health.
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Affiliation(s)
- Jordyn Newmark
- Department of Psychiatry, University of Pittsburgh School of Medicine, 3811 O'Hara St, Bellefield Towers 726, Pittsburgh, PA 15213 USA
| | - Marie Anne Gebara
- Department of Psychiatry, University of Pittsburgh School of Medicine, 3811 O'Hara St, Bellefield Towers 726, Pittsburgh, PA 15213 USA
| | - Howard Aizenstein
- Department of Psychiatry, University of Pittsburgh School of Medicine, 3811 O'Hara St, Bellefield Towers 726, Pittsburgh, PA 15213 USA
| | - Jordan F Karp
- Department of Psychiatry, University of Pittsburgh School of Medicine, 3811 O'Hara St, Bellefield Towers 726, Pittsburgh, PA 15213 USA.,Center for Interventions to Enhance Community Health, University of Pittsburgh, Pittsburgh, USA
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Retaining participants in community-based health research: a case example on standardized planning and reporting. Trials 2020; 21:393. [PMID: 32393334 PMCID: PMC7216482 DOI: 10.1186/s13063-020-04328-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2018] [Accepted: 04/18/2020] [Indexed: 01/09/2023] Open
Abstract
Background Effective strategies for participant retention are critical in health research to ensure validity, generalizability and efficient use of resources. Yet standardized guidelines for planning and reporting on retention efforts have been lacking. As with randomized controlled trial (RCT) and systematic review (SR) protocols, retention protocols are an opportunity to improve transparency and rigor. An RCT being conducted in British Columbia (BC), Canada provides a case example for developing a priori retention frameworks for use in protocol planning and reporting. Methods The BC Healthy Connections Project RCT is examining the effectiveness of a nurse home-visiting program in improving child and maternal outcomes compared with existing services. Participants (N = 739) were girls and young women preparing to parent for the first time and experiencing socioeconomic disadvantage. Quantitative data were collected upon trial entry during pregnancy and during five follow-up interviews until participants’ children reached age 2 years. A framework was developed to guide retention of this study population throughout the RCT. We reviewed relevant literature and mapped essential retention activities across the study planning, recruitment and maintenance phases. Interview completion rates were tracked. Results Results from 3302 follow-up interviews (in-person/telephone) conducted over 4 years indicate high completion rates: 90% (n = 667) at 34 weeks gestation; and 91% (n = 676), 85% (n = 626), 80% (n = 594) and 83% (n = 613) at 2, 10, 18 and 24 months postpartum, respectively. Almost all participants (99%, n = 732) provided ongoing consent to access administrative health data. These results provide preliminary data on the success of the framework. Conclusions Our retention results are encouraging given that participants were experiencing considerable socioeconomic disadvantage. Standardized retention planning and reporting may therefore be feasible for health research in general, using the framework we have developed. Use of standardized retention protocols should be encouraged in research to promote consistency across diverse studies, as now happens with RCT and SR protocols. Beyond this, successful retention approaches may help inform health policy-makers and practitioners who also need to better reach, engage and retain underserved populations. Trial registration ClinicalTrials.gov, NCT01672060. Registered on 24 August 2012.
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Woodford J, Norbäck K, Hagström J, Grönqvist H, Parker A, Arundel C, von Essen L. Study within a trial (SWAT) protocol. Investigating the effect of personalised versus non-personalised study invitations on recruitment: An embedded randomised controlled recruitment trial. Contemp Clin Trials Commun 2020; 18:100572. [PMID: 32420511 PMCID: PMC7214762 DOI: 10.1016/j.conctc.2020.100572] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2019] [Revised: 03/31/2020] [Accepted: 04/19/2020] [Indexed: 11/18/2022] Open
Abstract
Introduction Recruitment into clinical trials is a common challenge experienced by healthcare researchers. Currently, there is little evidence regarding strategies to improve recruitment into clinical trials. However, preliminary research suggests the personalisation of study invitation letters may increase recruitment rates. As such, there is a need to investigate the effectiveness of personalisation strategies on trial recruitment rates. This study within a trial (SWAT) will investigate the effect of personalised versus non-personalised study invitation letters on recruitment rates into the host trial ENGAGE, a feasibility study of an internet-administered, guided, Cognitive-Behavioural Therapy (CBT) based self-help intervention for parents of children previously treated for cancer. Methods An embedded randomised controlled trial (RCT) will investigate the effectiveness of a personalised study invitation letter including the potential participant’s name and address compared with a standard, non-personalised letter without name or address, on participant recruitment rates into the ENGAGE study. The primary outcome is differences in the proportion of participants recruited, examined using logistic regression. Results will be reported as adjusted odds ratios with 95% confidence intervals. Discussion Even moderate effects of the personalisation of study invitation letters on recruitment rates could be of significant value by shortening study length, saving resources, and providing a faster answer to the clinical question posed by the study. This protocol can be used as a template for other researchers who wish to contribute to the evidence base for trial decision-making, by embedding a similar SWAT into their trial. Trial registration ISRCTN 57233429; ISRCTN 18404129; SWAT 112, Northern Ireland Hub for Trials Methodology Research SWAT repository (2018 OCT 1 1231).
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Affiliation(s)
- Joanne Woodford
- Department of Women's and Children's Health, Uppsala University Psychosocial Care Programme (U-CARE), Uppsala University, Sweden
| | - Kajsa Norbäck
- Department of Women's and Children's Health, Uppsala University Psychosocial Care Programme (U-CARE), Uppsala University, Sweden
| | - Josefin Hagström
- Department of Women's and Children's Health, Uppsala University Psychosocial Care Programme (U-CARE), Uppsala University, Sweden
| | - Helena Grönqvist
- Department of Women's and Children's Health, Uppsala University Psychosocial Care Programme (U-CARE), Uppsala University, Sweden
| | - Adwoa Parker
- Department of Health Sciences, Faculty of Sciences, York Trials Unit, University of York, United Kingdom
| | - Catherine Arundel
- Department of Health Sciences, Faculty of Sciences, York Trials Unit, University of York, United Kingdom
| | - Louise von Essen
- Department of Women's and Children's Health, Uppsala University Psychosocial Care Programme (U-CARE), Uppsala University, Sweden
- Corresponding author. Uppsala University, Clinical Psychology in Healthcare, Department of Women’s and Children’s Health, Box 572, 751 23, Uppsala, Sweden.
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Schlicker S, Baumeister H, Buntrock C, Sander L, Paganini S, Lin J, Berking M, Lehr D, Ebert DD. A Web- and Mobile-Based Intervention for Comorbid, Recurrent Depression in Patients With Chronic Back Pain on Sick Leave (Get.Back): Pilot Randomized Controlled Trial on Feasibility, User Satisfaction, and Effectiveness. JMIR Ment Health 2020; 7:e16398. [PMID: 32293577 PMCID: PMC7191351 DOI: 10.2196/16398] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 01/11/2020] [Accepted: 01/27/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Chronic back pain (CBP) is linked to a higher prevalence and higher occurrence of major depressive disorder (MDD) and can lead to reduced quality of life. Unfortunately, individuals with both CBP and recurrent MDD are underidentified. Utilizing health care insurance data may provide a possibility to better identify this complex population. In addition, internet- and mobile-based interventions might enhance the availability of existing treatments and provide help to those highly burdened individuals. OBJECTIVE This pilot randomized controlled trial investigated the feasibility of recruitment via the health records of a German health insurance company. The study also examined user satisfaction and effectiveness of a 9-week cognitive behavioral therapy and Web- and mobile-based guided self-help intervention Get.Back in CBP patients with recurrent MDD on sick leave compared with a waitlist control condition. METHODS Health records from a German health insurance company were used to identify and recruit participants (N=76) via invitation letters. Study outcomes were measured using Web-based self-report assessments at baseline, posttreatment (9 weeks), and a 6-month follow-up. The primary outcome was depressive symptom severity (Center for Epidemiological Studies-Depression); secondary outcomes included anxiety (Hamilton Anxiety and Depression Scale), quality of life (Assessment of Quality of Life), pain-related variables (Oswestry Disability Index, Pain Self-Efficacy Questionnaire, and pain intensity), and negative effects (Inventory for the Assessment of Negative Effects of Psychotherapy). RESULTS The total enrollment rate with the recruitment strategy used was 1.26% (76/6000). Participants completed 4.8 modules (SD 2.6, range 0-7) of Get.Back. The overall user satisfaction was favorable (mean Client Satisfaction Questionnaire score=24.5, SD 5.2). Covariance analyses showed a small but statistically significant reduction in depressive symptom severity in the intervention group (n=40) at posttreatment compared with the waitlist control group (n=36; F1,76=3.62, P=.03; d=0.28, 95% CI -0.17 to 0.74). Similar findings were noted for the reduction of anxiety symptoms (F1,76=10.45; P=.001; d=0.14, 95% CI -0.31 to 0.60) at posttreatment. Other secondary outcomes were nonsignificant (.06≤P≤.44). At the 6-month follow-up, the difference between the groups with regard to reduction in depressive symptom severity was no longer statistically significant (F1,76=1.50, P=.11; d=0.10, 95% CI -0.34 to 0.46). The between-group difference in anxiety at posttreatment was maintained to follow-up (F1,76=2.94, P=.04; d=0.38, 95% CI -0.07 to 0.83). There were no statistically significant differences across groups regarding other secondary outcomes at the 6-month follow-up (.08≤P≤.42). CONCLUSIONS These results suggest that participants with comorbid depression and CBP on sick leave may benefit from internet- and mobile-based interventions, as exemplified with the positive user satisfaction ratings. The recruitment strategy via health insurance letter invitations appeared feasible, but more research is needed to understand how response rates in untreated individuals with CBP and comorbid depression can be increased. TRIAL REGISTRATION German Clinical Trials Register DRKS00010820; https://www.drks.de/drks_web/navigate.do? navigationId=trial.HTML&TRIAL_ID=DRKS00010820.
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Affiliation(s)
- Sandra Schlicker
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany.,Department of Clinical Psychology and Psychotherapy, Philipps-University Marburg, Marburg, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Ulm University, Ulm, Germany
| | - Claudia Buntrock
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Lasse Sander
- Department of Rehabilitationpsychology and Psychotherapy, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Sarah Paganini
- Department of Sport and Sport Science, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Jiaxi Lin
- Department of Psychiatry and Psychotherapy Medical Center, Albert-Ludwigs-University Freiburg, Freiburg, Germany
| | - Matthias Berking
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany
| | - Dirk Lehr
- Health Psychology and Applied Biological Psychology, Leuphana University Lüneburg, Lüneburg, Germany
| | - David Daniel Ebert
- Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-University Erlangen-Nürnberg, Erlangen, Germany.,Faculty of Behavioural and Movement Sciences, Section of Clinical Psychology, Vrije University Amsterdam, Amsterdam, Netherlands
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