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Tatar O, Abdel-Baki A, Dyachenko A, Bakouni H, Bahremand A, Tibbo PG, Crockford D, Roy MA, Copeland J, Fischer B, Lecomte T, Côté J, Ouellet-Plamondon C, L'Heureux S, Villeneuve M, Jutras-Aswad D. Evaluating preferences for online psychological interventions to decrease cannabis use in young adults with psychosis: An observational study. Psychiatry Res 2023; 326:115276. [PMID: 37301021 DOI: 10.1016/j.psychres.2023.115276] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 05/26/2023] [Accepted: 05/29/2023] [Indexed: 06/12/2023]
Abstract
Innovative technology-based solutions have the potential to improve access to clinically proven interventions for cannabis use disorder (CUD) in individuals with first episode psychosis (FEP). High patient engagement with app-based interventions is critical for achieving optimal outcomes. 104 individuals 18 to 35 years old with FEP and CUD from three Canadian provinces completed an electronic survey to evaluate preferences for online psychological intervention intensity, participation autonomy, feedback related to cannabis use, and technology platforms and app functionalities. The development of the questionnaire was informed by a qualitative study that included patients and clinicians. We used Best-Worst Scaling (BWS) and item ranking methodologies to measure preferences. Conditional logistic regression models for BWS data revealed high preferences for moderate intervention intensity (e.g., modules with a length of 15 min) and treatment autonomy that included preferences for using technology-based interventions and receiving feedback related to cannabis use once a week. Luce regression models for rank items revealed high preferences for smartphone-based apps, video intervention components, and having access to synchronous communications with clinicians and gamification elements. Results informed the development of iCanChange (iCC), a smartphone-based intervention for the treatment of CUD in individuals with FEP that is undergoing clinical testing.
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Affiliation(s)
- Ovidiu Tatar
- Research Center, Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada; Department of Psychiatry and Addiction, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada; Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
| | - Amal Abdel-Baki
- Research Center, Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada; Department of Psychiatry and Addiction, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada; Department of Psychiatry, Centre Hospitalier de l'Université de Montréal (CHUM), Université de Montréal, Montréal, QC, Canada
| | - Alina Dyachenko
- Research Center, Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada
| | - Hamzah Bakouni
- Research Center, Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada; Department of Psychiatry and Addiction, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Arash Bahremand
- Research Center, Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada; Department of Psychiatry and Addiction, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Philip G Tibbo
- Department of Psychiatry, Dalhousie University, Halifax, NS, Canada; Nova Scotia Early Psychosis Program, Halifax, NS, Canada
| | - David Crockford
- Department of Psychiatry, University of Calgary, Calgary, AB, Canada
| | - Marc-André Roy
- Clinique Notre-Dame des Victoires, Institut Universitaire en Santé Mentale, Centre Intégré Universitaire de Soins et Services Sociaux de la Capitale Nationale, Québec, QC, Canada; Department of Psychiatry and Neurosciences, Faculty of Medicine, Laval University, Québec, QC, Canada
| | - Jan Copeland
- National Drug and Alcohol Research Centre, University of New South Wales, Sydney, New South Wales, Australia; Sunshine Coast Mind and Neuroscience - Thompson Institute, University of the Sunshine Coast, Queensland, Australia
| | - Benedikt Fischer
- Schools of Population Health and Pharmacy, Faculty of Medical and Health Sciences, University of Auckland, Auckland, New Zealand; Centre for Applied Research in Mental Health and Addiction, Faculty of Health Sciences, Simon Fraser University, Vancouver, Canada; Department of Psychiatry, University of Toronto, Toronto, ON, Canada; Department of Psychiatry, Federal University of Sao Paulo, Sao Paulo, Brazil
| | - Tania Lecomte
- Department of Psychology, University of Montreal, Montreal, QC, Canada; Centre de Recherche de l'Institut Universitaire en Santé Mentale de Montréal, Montreal, QC, Canada
| | - José Côté
- Research Center, Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada; Faculty of Nursing, Université de Montréal, Montreal, QC, Canada
| | - Clairélaine Ouellet-Plamondon
- Research Center, Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada; Department of Psychiatry and Addiction, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada; Department of Psychiatry, Centre Hospitalier de l'Université de Montréal (CHUM), Université de Montréal, Montréal, QC, Canada
| | - Sophie L'Heureux
- Clinique Notre-Dame des Victoires, Institut Universitaire en Santé Mentale, Centre Intégré Universitaire de Soins et Services Sociaux de la Capitale Nationale, Québec, QC, Canada; Department of Psychiatry and Neurosciences, Faculty of Medicine, Laval University, Québec, QC, Canada
| | - Marie Villeneuve
- Department of Psychiatry and Addiction, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada
| | - Didier Jutras-Aswad
- Research Center, Centre Hospitalier de l'Université de Montréal (CRCHUM), Montreal, QC, Canada; Department of Psychiatry and Addiction, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada; Department of Psychiatry, Centre Hospitalier de l'Université de Montréal (CHUM), Université de Montréal, Montréal, QC, Canada; Institut universitaire sur les dépendances, Montreal, QC, Canada.
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Best MW, Romanowska S, Zhou Y, Wang L, Leibovitz T, Onno KA, Jagtap S, Bowie CR. Efficacy of Remotely Delivered Evidence-Based Psychosocial Treatments for Schizophrenia-Spectrum Disorders: A Series of Systematic Reviews and Meta-Analyses. Schizophr Bull 2023; 49:973-986. [PMID: 37066769 PMCID: PMC10318881 DOI: 10.1093/schbul/sbac209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
BACKGROUND Schizophrenia is among the most persistent and debilitating mental health conditions worldwide. The American Psychological Association (APA) has identified 10 psychosocial treatments with evidence for treating schizophrenia and these treatments are typically provided in person. However, in-person services can be challenging to access for people living in remote geographic locations. Remote treatment delivery is an important option to increase access to services; however, it is unclear whether evidence-based treatments for schizophrenia are similarly effective when delivered remotely. STUDY DESIGN The current study consists of a series of systematic reviews and meta-analyses examining the evidence-base for remote-delivery of each of the 10 APA evidence-based treatments for schizophrenia. RESULTS Of the 10 treatments examined, only cognitive remediation (CR), cognitive-behavioral therapy (CBT), and family psychoeducation had more than 2 studies examining their efficacy for remote delivery. Remote delivery of CBT produced moderate effects on symptoms (g = 0.43) and small effects on functioning (g = 0.26). Remote delivery of CR produced small-moderate effects on neurocognition (g = 0.35) and small effects on functioning (g = 0.21). There were insufficient studies of family psychoeducation with equivalent outcome measures to assess quantitatively, however, studies of remotely delivered family psychoeducation suggested that it is feasible, acceptable, and potentially effective. CONCLUSIONS Overall, the evidence-base for remotely delivered treatment for schizophrenia is limited. Studies to date suggest that remote adaptations may be effective; however, more rigorous trials are needed to assess efficacy and methods of remote delivery that are most effective.
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Affiliation(s)
- Michael W Best
- Department of Psychological Clinical Science, University of Toronto Scarborough, CA, USA
- Ontario Shores Centre for Mental Health Sciences, CA, USA
| | - Sylvia Romanowska
- Department of Psychological Clinical Science, University of Toronto Scarborough, CA, USA
| | - Ying Zhou
- Department of Statistical Sciences, University of Toronto, CA, USA
| | - Linbo Wang
- Department of Statistical Sciences, University of Toronto, CA, USA
| | - Talia Leibovitz
- Department of Psychological Clinical Science, University of Toronto Scarborough, CA, USA
| | - Karin A Onno
- Department of Psychology, Lakehead University, CA, USA
| | - Shreya Jagtap
- Department of Psychological Clinical Science, University of Toronto Scarborough, CA, USA
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Simões de Almeida R, Marques A. User engagement in mobile apps for people with schizophrenia: A scoping review. Front Digit Health 2023; 4:1023592. [PMID: 36703941 PMCID: PMC9871567 DOI: 10.3389/fdgth.2022.1023592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Accepted: 12/20/2022] [Indexed: 01/11/2023] Open
Abstract
Over the past decade, there has been an increase in the number of mobile apps designed for mental health proposes and mHealth has been perceived as a promising approach to help people with schizophrenia to manage their condition. However, adoption rates are relatively low and long-term user engagement is a major issue. The aim of this study is to identify and better understand what strategies and factors may influence user engagement and facilitate prolonged use of apps for people with schizophrenia to better manage their illness. A scoping review was conducted in accordance with the Arksey and O'Malley scoping review framework and following PRISMA ScR guidelines. The sources consisted of searching four electronic databases. Rayyan software was used for this study selection process and a narrative approach was used to synthesize the extracted data. A total of 28 studies which met the inclusion criteria were identified. The engagement strategies included push notifications, message prompts, personalization, application customization, goal setting, game-like features, use of different multimedia formats, social connectedness, support (peers and professionals), reliability of content and quality of feedback received. Some demographic factors may influence adherence such as age, gender, education level and socioeconomic status. Other factors also may play a role impacting engagement: health status, data privacy and security, involvement in design process, incentives for participation, app usage fitting in the user routines, initial training, and constant technical support. Included studies present high heterogeneity in outcome measures and thresholds criteria to assess engagement. Understanding what influences engagement and how to measure it is essential to enhance the design of mobile apps and deliver scalable solutions to help people with schizophrenia better manage their illness in their real-world uptake.
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Kwon S, Firth J, Joshi D, Torous J. Accessibility and availability of smartphone apps for schizophrenia. SCHIZOPHRENIA (HEIDELBERG, GERMANY) 2022; 8:98. [PMID: 36385116 PMCID: PMC9668219 DOI: 10.1038/s41537-022-00313-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 11/05/2022] [Indexed: 05/25/2023]
Abstract
App-based interventions have the potential to enhance access to and quality of care for patients with schizophrenia. However, less is known about the current state of schizophrenia apps in research and how those translate to publicly available apps. This study, therefore, aimed to review schizophrenia apps offered on marketplaces and research literature with a focus on accessibility and availability. A search of recent reviews, gray literature, PubMed, and Google Scholar was conducted in August 2022. A search of the U.S. Apple App Store and Google Play App Store was conducted in July 2022. All eligible studies and apps were systematically screened/reviewed. The academic research search produced 264 results; 60 eligible studies were identified. 51.7% of research apps were built on psychosis-specific platforms and 48.3% of research apps were built on non-specific platforms. 83.3% of research apps offered monitoring functionalities. Only nine apps, two designed on psychosis-specific platforms and seven on non-specific platforms were easily accessible. The search of app marketplaces uncovered 537 apps; only six eligible marketplace apps were identified. 83.3% of marketplace apps only offered psychoeducation. All marketplace apps lacked frequent updates with the average time since last update 1121 days. There are few clinically relevant apps accessible to patients on the commercial marketplaces. While research efforts are expanding, many research apps are unavailable today. Better translation of apps from research to the marketplace and a focus on sustainable interventions are important targets for the field.
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Affiliation(s)
- Sam Kwon
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Joseph Firth
- Division of Psychology and Mental Health, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Devayani Joshi
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - John Torous
- Department of Psychiatry, Beth Israel Deaconess Medical Center, Boston, MA, USA.
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Orsolini L, Appignanesi C, Pompili S, Volpe U. The role of digital tools in providing youth mental health: results from an international multi-center study. Int Rev Psychiatry 2022; 34:809-826. [PMID: 36786119 DOI: 10.1080/09540261.2022.2118521] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
Since the traditional mental health system showed significant limitations in the early identification, diagnosis and treatment of the current new youth psychopathological trajectories, by substantially failing in targeting the needs of the current young generation, there is the demand to redesign and digitally adapt youth mental health care and systems. Indeed, the level of digital literacy and the level of digital competency and knowledge in the field of digital psychiatry is still under-investigated among mental health professionals, particularly in youth mental health. Therefore, we aimed at: (a) carrying out a post-hoc analysis of an international multi-centre study, to investigate the opinions of mental health professionals regarding the feasibility, efficacy and clinical experience in delivering digital mental health interventions (DMHIs) in youths; (b) providing a comprehensive overview on the integrated digitally-based youth mental health care models and innovations. Mental health professionals declared the lack of a formal training in digital psychiatry, particularly in youth mental health. Subjects who received a formal theoretical/practical training on DMHIs displayed a statistical trend towards a positive feasibility of digital psychiatry in youth mental health (p = 0.053) and a perceived increased efficacy of digital psychiatry in youths (p = 0.051). Respondents with higher Digital Psychiatry Opinion (DPO) scores reported a positive perceived feasibility of DMHIs in youths (p < 0.041) and are more prone to deliver DMHIs to young people (p < 0.001). Respondents with higher knowledge scores (KS) declared that DMHIs are more effective in youth mental health (p < 0.001). Overall, the digitalisation indeed allowed young people to keep in touch with a mental health professional, facilitating a more dynamic and fluid mental health care access and monitoring, generally preferred and considered more feasible by post-Millennial youngsters. Accordingly, our findings demonstrated that mental health professionals are more prone to offer DMHIs in youth mental health, particularly whether previously trained and knowledgeable on the topic.
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Affiliation(s)
- Laura Orsolini
- Unit of Clinical Psychiatry, Department of Clinical Neurosciences/DIMSC, Polytechnic University of Marche, Ancona, Italy
| | - Cristina Appignanesi
- Unit of Clinical Psychiatry, Department of Clinical Neurosciences/DIMSC, Polytechnic University of Marche, Ancona, Italy
| | - Simone Pompili
- Unit of Clinical Psychiatry, Department of Clinical Neurosciences/DIMSC, Polytechnic University of Marche, Ancona, Italy
| | - Umberto Volpe
- Unit of Clinical Psychiatry, Department of Clinical Neurosciences/DIMSC, Polytechnic University of Marche, Ancona, Italy
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Goetzinger C, Alleaume C, Schritz A, Vrijens B, Préau M, Fagherazzi G, Huiart L. Analysing breast cancer survivors’ acceptance profiles for using an electronic pillbox connected to a smartphone application using Seintinelles, a French community-based research tool. Front Pharmacol 2022; 13:889695. [PMID: 36238564 PMCID: PMC9551449 DOI: 10.3389/fphar.2022.889695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2022] [Accepted: 09/05/2022] [Indexed: 11/13/2022] Open
Abstract
Introduction: Up to 50% of breast cancer (BC) survivors discontinue their adjuvant endocrine therapy (AET) before the recommended 5 years, raising the issue of medication non-adherence. eHealth technologies have the potential to support patients to enhance their medication adherence and may offer an effective way to complement the healthcare. In order for eHealth technologies to be successfully implemented into the healthcare system, end-users need to be willing and accepting to use these eHealth technologies. Aim: This study aims to evaluate the current usability of eHealth technologiesin and to identify differences in BC SURVIVORS BC survivors accepting a medication adherence enhancing eHealth technology to support their AET to BC survivors that do not accept such a medication adherence enhancing eHealth technology. Methods: This study was conducted in 2020 including volunteering BC survivors belonging to the Seintinelles Association. Eligible participants were women, diagnosed with BC within the last 10 years, and been exposed to, an AET. Univariable and multivariable logistic regression analyses were performed to investigate medication adherence enhancing eHealth technology acceptance profiles among BC survivors. The dependent variable was defined as acceptance of an electronic pillbox connected to a smartphone application (hereafter: medication adherence enhancing eHealth technology). Results: Overall, 23% of the participants already use a connected device or health application on a regular basis. The mean age of the participants was 52.7 (SD 10.4) years. In total, 67% of 1268 BC survivors who participated in the survey declared that they would accept a medication adherence enhancing eHealth technology to improve their AET. BC survivors accepting a medication adherence enhancing eHealth technology for their AET, are younger (OR = 0.97, 95% CI [0.95; 0.98]), do take medication for other diseases (OR = 0.31, 95% CI [0.13; 0.68]), already use a medication adherence enhancing eHealth technology or technique (OR = 1.74, 95% CI [1.06; 2.94]) and are willing to possess or currently possess one or more connected devices or health applications (OR = 2.89, 95% CI [2.01; 4.19]). Conclusion: Understanding acceptance profiles of BC survivors is fundamental for conceiving an effective eHealth technology enhancing AET among BC survivors. Hence, such profiling will foster the development of personalized medication adherence enhancing eHealth technology.
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Affiliation(s)
- Catherine Goetzinger
- Deep Digital Phenotyping Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- University of Luxembourg, Faculty of Science, Technology and Medicine, Esch-sur-Alzette, Luxembourg
- *Correspondence: Catherine Goetzinger,
| | | | - Anna Schritz
- Competence Center for Methodology and Statistics, Luxembourg Institute of Health, Strassen, Luxembourg
| | - Bernard Vrijens
- AARDEX Group & Department of Public Health, Liège University, Liège, Belgium
| | - Marie Préau
- Institut de Psychologie, Université Lumière Lyon 2, Lyon, France
| | - Guy Fagherazzi
- Deep Digital Phenotyping Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg
- University of Luxembourg, Faculty of Science, Technology and Medicine, Esch-sur-Alzette, Luxembourg
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