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Andersen CM, Mathiesen AS, Pouwer F, Mouritsen JD, Mathiasen K, Rothmann MJ. Can online and app-based interventions be used by people with diabetes to reduce diabetes distress? A protocol for a scoping review. BMJ Open 2023; 13:e074015. [PMID: 37977858 PMCID: PMC10660435 DOI: 10.1136/bmjopen-2023-074015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Accepted: 10/06/2023] [Indexed: 11/19/2023] Open
Abstract
INTRODUCTION Diabetes distress has been defined as "the negative emotional or affective experience resulting from the challenge of living with the demands of diabetes". Diabetes distress affects 20%-25% of individuals living with diabetes and can have negative effects on both diabetes regulation and quality of life. For people living with diabetes distress, innovative tools/interventions such as online or app-based interventions may potentially alleviate diabetes distress in a cost-effective way. The specific research questions of this scoping review are: (1) what are the effects of online or app-based interventions on diabetes distress for adults with type 1 or type 2 diabetes, and (2) what are the characteristics of these interventions (eg, type of intervention, duration, frequency, mode of delivery, underlying theories and working mechanisms)? METHODS AND ANALYSIS A scoping review will be conducted, using the methodological framework of Arksey and O'Malley along with Levac et al. Eligible studies are: studies of adults ≥18 years old with type 1 or 2 diabetes using an online or app-based intervention and assessing diabetes distress as the primary or secondary outcome. Five databases (Medline, EMBASE, CINAHL, PsycINFO and Scopus) will be searched and is limited to articles written in English, Danish, Norwegian, Swedish or Dutch. Two reviewers will independently screen potentially eligible studies in Covidence, select studies, and together chart data, collate, summarise, and report the results. We will adhere to the Preferred reporting Items for Systematic Reviews and Meta-Analysis for Scoping Reviews (PRISMA-ScR). ETHICS AND DISSEMINATION The scoping review has been exempt from full ethical review by the Regional Committees on Health Research Ethics for Southern Denmark (case number: S-20232000-88). The results of the review will be published in a peer-reviewed journal and presented at relevant conferences and workshops with relevant stakeholders.
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Affiliation(s)
- Christina Maar Andersen
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Department of Rheumatology, Odense University Hospital, Odense, Denmark
| | - Anne Sophie Mathiesen
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Department of Endocrinology, Center for Cancer and Organ Diseases, Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - François Pouwer
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Julie Drotner Mouritsen
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Department of Rheumatology, Odense University Hospital, Odense, Denmark
| | - Kim Mathiasen
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Centre for Digital Psychiatry, University Hospital of Southern Denmark, Odense, Denmark
| | - Mette Juel Rothmann
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Centre for Innovative Medical Technology, Odense University Hospital, Odense, Denmark
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Carreira M, Ruiz de Adana MS, Pinzón JL, Anarte-Ortiz MT. Internet-based cognitive-behavioral therapy is effective in reducing depressive symptomatology in type 1 diabetes: results of a randomized controlled trial. FRONTIERS IN CLINICAL DIABETES AND HEALTHCARE 2023; 4:1209236. [PMID: 38028977 PMCID: PMC10661942 DOI: 10.3389/fcdhc.2023.1209236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 09/25/2023] [Indexed: 12/01/2023]
Abstract
Objective Depression in people with diabetes is associated with poorer health outcomes. Although web programs integrating cognitive-behavioral therapy with diabetes education have shown good results, no similar approach has been implemented in Spain. This aim of this study was to administer an Internet-based cognitive-behavioral therapy program (CBT) for the treatment of mild-moderate depressive symptomatology in individuals with type 1 diabetes (WEB_TDDI1 study) and evaluate the efficacy of this program. Research design and methods A pre-post randomized controlled study was conducted. The sample comprised 65 people with type 1 diabetes and mild-moderate depressive symptoms: 35 treatment group (TG) and 30 control group (CG). The following effects of the nine-session program were analyzed: depression (Beck Depression Inventory Fast Screen, BDI-FS), metabolic variables (glycosilated hemoglobin, HbA1c), and other psychological variables including anxiety (State Trait Anxiety Inventory, STAI), fear of hypoglycemia (Fear of Hypoglycemia Questionnaire, FH-15), distress (Diabetes Distress Questionnaire (DDS), quality of life (Diabetes Quality of Life Questionnaire, DQOL),and treatment adherence (Diabetes Self-Care Inventory-Revised questionnaire, SCI-R). Results At the end of the treatment program, only 28 people were evaluated (TG=8; CG=20). However, a significant reduction was found in both groups in BDI-FS and STAI-T scores, which was significantly greater in the TG. Significant improvements were also found in the TG in DQOL, FH-15, DDS and SCI-R scores. The percentage change in these variables was also statistically significant in the TG versus the CG. However, no significant results were found in HbA1c. Conclusions The Internet-based cognitive-behavioral therapy program for the treatment of mild-moderate depressive symptomatology in people with type 1 diabetes (WEB_TDDI1 study) is effective in reducing depressive symptomatology in the sample that completed the study. Positive results are also produced in other variables associated with depression in this population such as diabetes-related distress, trait anxiety, fear of hypoglycemia, quality of life, and adherence to diabetes treatment. Although new studies would be necessary to support the results of this platform, the results obtained are positive and support the use of this platform as an appropriate treatment for this population. Clinical trial registration ClinicalTrials.gov; identifier NCT03473704.
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Affiliation(s)
- Mónica Carreira
- Department of Personality, Assessment and Psychological Treatment, Instituto de Investigación Biomedica de Málaga (IBIMA), University of Malaga, Malaga, Spain
| | - Ma Soledad Ruiz de Adana
- Clinical Management Unit of Endocrinology and Nutrition, Instituto de Investigación Biomedica de Málaga (IBIMA), Regional University Hospital, University of Malaga, Malaga, Spain
| | - José Luis Pinzón
- Clinical Management Unit of Endocrinology and Nutrition, Instituto de Investigación Biomedica de Málaga (IBIMA), Virgen de la Victoria University Hospital, University of Malaga, Malaga, Spain
| | - María Teresa Anarte-Ortiz
- Department of Personality, Assessment and Psychological Treatment, Instituto de Investigación Biomedica de Málaga (IBIMA), University of Malaga, Malaga, Spain
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Racey M, Whitmore C, Alliston P, Cafazzo JA, Crawford A, Castle D, Dragonetti R, Fitzpatrick-Lewis D, Jovkovic M, Melamed OC, Naeem F, Senior P, Strudwick G, Ramdass S, Vien V, Selby P, Sherifali D. Technology-Supported Integrated Care Innovations to Support Diabetes and Mental Health Care: Scoping Review. JMIR Diabetes 2023; 8:e44652. [PMID: 37159256 DOI: 10.2196/44652] [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: 11/28/2022] [Revised: 02/23/2023] [Accepted: 04/01/2023] [Indexed: 05/10/2023] Open
Abstract
BACKGROUND For individuals living with diabetes and its psychosocial comorbidities (eg, depression, anxiety, and distress), there remains limited access to interprofessional, integrated care that includes mental health support, education, and follow-up. Health technology, broadly defined as the application of organized knowledge or skill as software, devices, and systems to solve health problems and improve quality of life, is emerging as a means of addressing these gaps. There is thus a need to understand how such technologies are being used to support, educate, and help individuals living with co-occurring diabetes and mental health distress or disorder. OBJECTIVE The purpose of this scoping review was to (1) describe the literature on technology-enabled integrated interventions for diabetes and mental health; (2) apply frameworks from the Mental Health Commission of Canada and World Health Organization to elucidate the components, type, processes, and users of technology-enabled integrated interventions for diabetes and mental health; and (3) map the level of integration of interventions for diabetes and mental health. METHODS We searched 6 databases from inception to February 2022 for English-language, peer-reviewed studies of any design or type that used technology to actively support both diabetes and any mental health distress or disorder in succession or concurrently among people with diabetes (type 1 diabetes, type 2 diabetes, and gestational diabetes). Reviewers screened citations and extracted data including study characteristics and details about the technology and integration used. RESULTS We included 24 studies described in 38 publications. These studies were conducted in a range of settings and sites of care including both web-based and in-person settings. Studies were mostly website-based (n=13) and used technology for wellness and prevention (n=16) and intervention and treatment (n=15). The primary users of these technologies were clients and health care providers. All the included intervention studies (n=20) used technology for clinical integration, but only 7 studies also used the technology for professional integration. CONCLUSIONS The findings of this scoping review suggest that there is a growing body of literature on integrated care for diabetes and mental health enabled by technology. However, gaps still exist with how to best equip health care professionals with the knowledge and skills to offer integrated care. Future research is needed to continue to explore the purpose, level, and breadth of technology-enabled integration to facilitate an approach to overcome or address care fragmentation for diabetes and mental health and to understand how health technology can further drive the scale-up of innovative integrated interventions.
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Affiliation(s)
- Megan Racey
- McMaster Evidence Review and Synthesis Team, McMaster University, Hamilton, ON, Canada
- School of Nursing, McMaster University, Hamilton, ON, Canada
| | - Carly Whitmore
- School of Nursing, McMaster University, Hamilton, ON, Canada
- Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Paige Alliston
- McMaster Evidence Review and Synthesis Team, McMaster University, Hamilton, ON, Canada
| | - Joseph A Cafazzo
- Healthcare Human Factors, University Health Network, Toronto, ON, Canada
- eHealth Innovation, University Health Network, Toronto, ON, Canada
| | - Allison Crawford
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
| | - David Castle
- Centre for Addiction and Mental Health, Toronto, ON, Canada
| | | | | | - Milos Jovkovic
- McMaster Evidence Review and Synthesis Team, McMaster University, Hamilton, ON, Canada
| | - Osnat C Melamed
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - Farooq Naeem
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
| | - Peter Senior
- Clinical Islet Transplant Program, University of Alberta, Edmonton, AB, Canada
- Department of Medicine, Division of Endocrinology, University of Alberta, Edmonton, AB, Canada
| | - Gillian Strudwick
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
| | - Seeta Ramdass
- Diabetes Action Canada, Toronto, ON, Canada
- McGill University, Montreal, QC, Canada
| | - Victor Vien
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- University of Toronto, Toronto, ON, Canada
| | - Peter Selby
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - Diana Sherifali
- McMaster Evidence Review and Synthesis Team, McMaster University, Hamilton, ON, Canada
- School of Nursing, McMaster University, Hamilton, ON, Canada
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Shah A, Hussain-Shamsy N, Strudwick G, Sockalingam S, Nolan RP, Seto E. Digital Health Interventions for Depression and Anxiety Among People With Chronic Conditions: Scoping Review. J Med Internet Res 2022; 24:e38030. [PMID: 36155409 PMCID: PMC9555324 DOI: 10.2196/38030] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 07/12/2022] [Accepted: 08/11/2022] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Chronic conditions are characterized by their long duration (≥1 year), need for ongoing medical attention, and limitations in activities of daily living. These can often co-occur with depression and anxiety as common and detrimental comorbidities among the growing population living with chronic conditions. Digital health interventions (DHIs) hold promise in overcoming barriers to accessing mental health support for these individuals; however, the design and implementation of DHIs for depression and anxiety in people with chronic conditions are yet to be explored. OBJECTIVE This study aimed to explore what is known in the literature regarding DHIs for the prevention, detection, or treatment of depression and anxiety among people with chronic conditions. METHODS A scoping review of the literature was conducted using the Arksey and O'Malley framework. Searches of the literature published in 5 databases between 1990 and 2019 were conducted in April 2019 and updated in March 2021. To be included, studies must have described a DHI tested with, or designed for, the prevention, detection, or treatment of depression or anxiety in people with common chronic conditions (arthritis, asthma, diabetes mellitus, heart disease, chronic obstructive pulmonary disease, cancer, stroke, and Alzheimer disease or dementia). Studies were independently screened by 2 reviewers against the inclusion and exclusion criteria. Both quantitative and qualitative data were extracted, charted, and synthesized to provide a descriptive summary of the trends and considerations for future research. RESULTS Database searches yielded 11,422 articles across the initial and updated searches, 53 (0.46%) of which were included in this review. DHIs predominantly sought to provide treatment (44/53, 83%), followed by detection (5/53, 9%) and prevention (4/53, 8%). Most DHIs were focused on depression (36/53, 68%), guided (32/53, 60%), tailored to chronic physical conditions (19/53, 36%), and delivered through web-based platforms (20/53, 38%). Only 2 studies described the implementation of a DHI. CONCLUSIONS As a growing research area, DHIs offer the potential to address the gap in care for depression and anxiety among people with chronic conditions; however, their implementation in standard care is scarce. Although stepped care has been identified as a promising model to implement efficacious DHIs, few studies have investigated the use of DHIs for depression and anxiety among chronic conditions using such models. In developing stepped care, we outlined DHI tailoring, guidance, and intensity as key considerations that require further research.
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Affiliation(s)
- Amika Shah
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Centre for Global eHealth Innovation, University Health Network, Toronto, ON, Canada
| | - Neesha Hussain-Shamsy
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Centre for Global eHealth Innovation, University Health Network, Toronto, ON, Canada
| | - Gillian Strudwick
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Sanjeev Sockalingam
- Centre for Addiction and Mental Health, Toronto, ON, Canada
- University Health Network, Toronto, ON, Canada
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
| | - Robert P Nolan
- Department of Psychiatry, University of Toronto, Toronto, ON, Canada
- Cardiac eHealth, Toronto General Hospital, University Health Network, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
| | - Emily Seto
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
- Centre for Global eHealth Innovation, University Health Network, Toronto, ON, Canada
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Carreira M, Ruiz de Adana MS, Pinzón JL, Anarte-Ortiz MT. Internet-based Cognitive-behavioral therapy (CBT) for depressive symptomatology in individuals with type 1 diabetes (WEB_TDDI1 study): A randomized controlled trial protocol. PLoS One 2022; 17:e0274551. [PMID: 36126050 PMCID: PMC9488778 DOI: 10.1371/journal.pone.0274551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 08/19/2022] [Indexed: 11/19/2022] Open
Abstract
Background Professionals need adequate tools to help patients with diabetes and depression. Although web programs integrating cognitive-behavioral therapy with diabetes education have shown good results, no similar approach has been performed as yet in Spain. The objective is to develop an Internet-based program for the treatment of mild-moderate depressive symptomatology in individuals with type 1 diabetes (WEB_TDDI1 study) based on Cognitive-behavioral therapy (CBT) and assess its results. Methods A 2-arm randomized controlled trial will be conducted. Adults with type 1 diabetes and mild-moderate depressive symptoms will be screened to participate in the study and randomly assigned to either the treatment group (TG) that will use a Web-based application for a specific 9-week intervention in depression and type 1 diabetes or the control group (CG) that will be on the waiting list during that time. Results Data on the primary variable (depressive symptoms) and secondary variables (treatment-related distress, anxiety, fear of hypoglycemia, quality of life, treatment adherence, coping strategies and glycemic control) will be collected from the TG at the beginning/baseline, at the end of treatment and at 3, 6 and 12 months after treatment. The CG will be assessed at the beginning and at the end of the TG intervention. On completion of the program by the TG, the treatment will then be carried out in the CG. Conclusions The new web application developed is expected to be effective for the treatment of mild-moderate depressive symptoms in adults with type 1 diabetes, reducing depressive symptoms and improving the rest of the analyzed variables. Trial registration Registry: NCT03473704 (March 21, 2018); ClinicalTrials.gov.
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Affiliation(s)
- Mónica Carreira
- Department of Personality, Assessment and Psychological Treatment, Biomedical Research Institute of Malaga (IBIMA), University of Malaga, Málaga, Spain
| | - María Soledad Ruiz de Adana
- Clinical Management Unit of Endocrinology and Nutrition, Biomedical Research Institute of Malaga (IBIMA), Regional University Hospital, University of Malaga, Málaga, Spain
| | - José Luis Pinzón
- Clinical Management Unit of Endocrinology and Nutrition, Biomedical Research Institute of Malaga (IBIMA), Virgen de la Victoria University Hospital, University of Malaga, Málaga, Spain
| | - María Teresa Anarte-Ortiz
- Department of Personality, Assessment and Psychological Treatment, Biomedical Research Institute of Malaga (IBIMA), University of Malaga, Málaga, Spain
- * E-mail:
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Skaczkowski G, van der Kruk S, Loxton S, Hughes-Barton D, Howell C, Turnbull D, Jensen N, Smout M, Gunn K. Web-Based Interventions to Help Australian Adults Address Depression, Anxiety, Suicidal Ideation, and General Mental Well-being: Scoping Review. JMIR Ment Health 2022; 9:e31018. [PMID: 35133281 PMCID: PMC8864526 DOI: 10.2196/31018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 07/23/2021] [Accepted: 08/12/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND A large number of Australians experience mental health challenges at some point in their lives. However, in many parts of Australia, the wait times to see general practitioners and mental health professionals can be lengthy. With increasing internet use across Australia, web-based interventions may help increase access to timely mental health care. As a result, this is an area of increasing research interest, and the number of publicly available web-based interventions is growing. However, it can be confusing for clinicians and consumers to know the resources that are evidence-based and best meet their needs. OBJECTIVE This study aims to scope out the range of web-based mental health interventions that address depression, anxiety, suicidal ideation, or general mental well-being and are freely available to Australian adults, along with their impact, acceptability, therapeutic approach, and key features. METHODS The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines for scoping reviews (PRISMA-ScR [PRISMA extension for Scoping Reviews]) guided the review process. Keywords for the search were depression, anxiety, suicide, and well-being. The search was conducted using Google as well as the key intervention databases Beacon, Head to Health, and e-Mental Health in Practice. Interventions were deemed eligible if they targeted depression, anxiety, suicidal ideation, or general mental well-being (eg, resilience) in adults; and were web-based, written in English, interactive, free, and publicly available. They also had to be guided by an evidence-based therapeutic approach. RESULTS Overall, 52 eligible programs were identified, of which 9 (17%) addressed depression, 15 (29%) addressed anxiety, 13 (25%) addressed general mental well-being, and 13 (25%) addressed multiple issues. Only 4% (2/52) addressed distress in the form of suicidal ideation. The most common therapeutic approach was cognitive behavioral therapy. Half of the programs guided users through exercises in a set sequence, and most programs enabled users to log in and complete the activities on their own without professional support. Just over half of the programs had been evaluated for their effectiveness in reducing symptoms, and 11% (6/52) were being evaluated at the time of writing. Program evaluation scores ranged from 44% to 100%, with a total average score of 85%. CONCLUSIONS There are numerous web-based programs for depression, anxiety, suicidal ideation, and general well-being, which are freely and publicly available in Australia. However, identified gaps include a lack of available web-based interventions for culturally and linguistically diverse populations and programs that use newer therapeutic approaches such as acceptance and commitment therapy and dialectical behavior therapy. Despite most programs included in this review being of good quality, clinicians and consumers should pay careful attention when selecting which program to recommend and use, as variations in the levels of acceptability and impact of publicly available programs do exist.
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Affiliation(s)
- Gemma Skaczkowski
- Department of Rural Health, Allied Health and Human Performance, University of South Australia, Adelaide, Australia
| | - Shannen van der Kruk
- Department of Rural Health, Allied Health and Human Performance, University of South Australia, Adelaide, Australia
| | - Sophie Loxton
- Department of Rural Health, Allied Health and Human Performance, University of South Australia, Adelaide, Australia
| | - Donna Hughes-Barton
- Department of Rural Health, Allied Health and Human Performance, University of South Australia, Adelaide, Australia
| | - Cate Howell
- Australian Medical Placements Health Education and Training, Adelaide, Australia
- Torrens University, Adelaide, Australia
| | - Deborah Turnbull
- School of Psychology, The University of Adelaide, Adelaide, Australia
- Freemasons Centre for Male Health and Wellbeing, Adelaide, Australia
| | - Neil Jensen
- Freemasons Centre for Male Health and Wellbeing, Adelaide, Australia
| | - Matthew Smout
- Justice and Society, University of South Australia, Adelaide, Australia
| | - Kate Gunn
- Department of Rural Health, Allied Health and Human Performance, University of South Australia, Adelaide, Australia
- Freemasons Centre for Male Health and Wellbeing, Adelaide, Australia
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Batterham PJ, Calear AL, Sunderland M, Kay-Lambkin F, Farrer LM, Christensen H, Gulliver A. A Brief Intervention to Increase Uptake and Adherence of an Internet-Based Program for Depression and Anxiety (Enhancing Engagement With Psychosocial Interventions): Randomized Controlled Trial. J Med Internet Res 2021; 23:e23029. [PMID: 34313595 PMCID: PMC8367139 DOI: 10.2196/23029] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 11/24/2020] [Accepted: 06/04/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Psychosocial, self-guided, internet-based programs are effective in treating depression and anxiety. However, the community uptake of these programs is poor. Recent approaches to increasing engagement (defined as both uptake and adherence) in internet-based programs include brief engagement facilitation interventions (EFIs). However, these programs require evaluation to assess their efficacy. OBJECTIVE The aims of this hybrid implementation effectiveness trial are to examine the effects of a brief internet-based EFI presented before an internet-based cognitive behavioral therapy self-help program (myCompass 2) in improving engagement (uptake and adherence) with that program (primary aim), assess the relative efficacy of the myCompass 2 program, and determine whether greater engagement was associated with improved efficacy (greater reduction in depression or anxiety symptoms) relative to the control (secondary aim). METHODS A 3-arm randomized controlled trial (N=849; recruited via social media) assessed the independent efficacy of the EFI and myCompass 2. The myCompass 2 program was delivered with or without the EFI; both conditions were compared with an attention control condition. The EFI comprised brief (5 minutes), tailored audio-visual content on a series of click-through linear webpages. RESULTS Uptake was high in all groups; 82.8% (703/849) of participants clicked through the intervention following the pretest survey. However, the difference in uptake between the EFI + myCompass 2 condition (234/280, 83.6%) and the myCompass 2 alone condition (222/285, 77.9%) was not significant (n=565; χ21=29.2; P=.09). In addition, there was no significant difference in the proportion of participants who started any number of modules (1-14 modules) versus those who started none between the EFI + myCompass 2 (214/565, 37.9%) and the myCompass 2 alone (210/565, 37.2%) conditions (n=565; χ21<0.1; P=.87). Finally, there was no significant difference between the EFI + myCompass 2 and the myCompass 2 alone conditions in the number of modules started (U=39366.50; z=-0.32; P=.75) or completed (U=39494.0; z=-0.29; P=.77). The myCompass 2 program was not found to be efficacious over time for symptoms of depression (F4,349.97=1.16; P=.33) or anxiety (F4,445.99=0.12; P=.98). However, planned contrasts suggested that myCompass 2 may have been effective for participants with elevated generalized anxiety disorder symptoms (F4,332.80=3.50; P=.01). CONCLUSIONS This brief internet-based EFI did not increase the uptake of or adherence to an existing internet-based program for depression and anxiety. Individuals' motivation to initiate and complete internet-based self-guided interventions is complex and remains a significant challenge for self-guided interventions. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12618001565235; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=375839.
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Affiliation(s)
- Philip J Batterham
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, Canberra, Australia
| | - Alison L Calear
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, Canberra, Australia
| | - Matthew Sunderland
- The Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia
| | - Frances Kay-Lambkin
- Priority Research Centre for Brain and Mental Health, University of Newcastle., Newcastle, Australia
| | - Louise M Farrer
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, Canberra, Australia
| | - Helen Christensen
- Black Dog Institute, University of New South Wales, Sydney, Australia
| | - Amelia Gulliver
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, Canberra, Australia
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Gulliver A, Calear AL, Sunderland M, Kay-Lambkin F, Farrer LM, Batterham PJ. Predictors of acceptability and engagement in a self-guided online program for depression and anxiety. Internet Interv 2021; 25:100400. [PMID: 34026569 PMCID: PMC8122006 DOI: 10.1016/j.invent.2021.100400] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2021] [Revised: 04/28/2021] [Accepted: 04/29/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Low engagement with self-guided online programs limits the potential of these programs to provide effective and low-cost treatment of mild to moderate depression and anxiety at scale. Identifying factors that increase uptake and adherence in self-guided online programs may facilitate the development of targeted implementation strategies to increase engagement with these programs in the community. Using data from a randomized controlled trial of a self-guided online program for depression and anxiety, the aim of this study was to identify predictors of the acceptability of internet-based psychological programs, and engagement (uptake and adherence) with the online program tested in the trial. METHODS A total of 556 community members with elevated symptoms of depression or anxiety were recruited via social media into the two active conditions of a three-arm randomized controlled trial. This trial tested the effectiveness of a 7-week self-guided online program for depression and anxiety called myCompass 2, delivered with or without an Engagement-Facilitation Intervention. Predictors of uptake (accessing at least one therapeutic module of the program), adherence (modules completed), and acceptability of internet-based psychological programs (Unified Theory of Acceptance and Use of Technology, UTAUT scale) were examined, including demographics, mental health status, help-seeking attitudes, stigma, acceptability of internet programs, and personality factors. RESULTS Logistic regression demonstrated that higher levels of conscientiousness (OR = 1.06, p = .026, 95% CI =1.01-1.12), and acceptability of internet-based psychological programs (OR = 1.09, p = .005, 95% CI =1.03-1.16) predicted greater uptake, and that failing to complete a module was predicted by lower levels of acceptability (OR = 0.88, p = .027, 95% CI =0.78-0.99). Linear regression showed that higher levels of agreeableness (t = 4.66, p < .001), lower levels of stigma (t = -2.28, p = .023) and more positive help-seeking attitudes (t = 2.05, p = .041) predicted higher acceptability attitudes. DISCUSSION Acceptability of internet-based psychological programs was identified as a factor that increased both uptake and adherence to the myCompass 2 program. Efforts to increase the acceptability of these programs may improve engagement with these programs in the community. It may also be useful to consider personality traits and clinical profiles when considering the appropriate audience for self-guided internet interventions.
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Affiliation(s)
- Amelia Gulliver
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, 63 Eggleston Rd, Acton, Canberra, ACT 2601 Australia,Corresponding author at: Centre for Mental Health Research, Research School of Population Health, The Australian National University, 63 Eggleston Rd, Acton, Canberra, ACT 2601 Australia.
| | - Alison L. Calear
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, 63 Eggleston Rd, Acton, Canberra, ACT 2601 Australia
| | - Matthew Sunderland
- The Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Level 6, Jane Foss Russell Building, G02, Camperdown NSW 2006, Australia
| | - Frances Kay-Lambkin
- Priority Research Centre for Brain and Mental Health, University of Newcastle, McAuley Centre, University Drive, Callaghan, NSW 2308, Australia
| | - Louise M. Farrer
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, 63 Eggleston Rd, Acton, Canberra, ACT 2601 Australia
| | - Philip J. Batterham
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, 63 Eggleston Rd, Acton, Canberra, ACT 2601 Australia
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9
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Baldwin PA, Sanatkar S, Clarke J, Fletcher S, Gunn J, Wilhelm K, Campbell L, Zwar N, Harris M, Lapsley H, Hadzi-Pavlovic D, Christensen H, Proudfoot J. A Web-Based Mental Health Intervention to Improve Social and Occupational Functioning in Adults With Type 2 Diabetes (The Springboard Trial): 12-Month Outcomes of a Randomized Controlled Trial. J Med Internet Res 2020; 22:e16729. [PMID: 33258790 PMCID: PMC7738252 DOI: 10.2196/16729] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Revised: 02/26/2020] [Accepted: 06/22/2020] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND People with type 2 diabetes mellitus (T2DM) often experience mental health symptoms that exacerbate illness and increase mortality risk. Access to psychological support is low in people with T2DM. Detection of depression is variable in primary care and can be further hampered by mental health stigma. Electronic mental health (eMH) programs may provide an accessible, private, nonstigmatizing mental health solution for this group. OBJECTIVE This study aims to evaluate the efficacy over 12 months of follow-up of an eMH program (myCompass) for improving social and occupational functioning in a community sample of people with T2DM and self-reported mild-to-moderate depressive symptoms. myCompass is a fully automated and self-guided web-based public health program for people with depression or anxiety. The effects of myCompass on depressive symptoms, diabetes-related distress, anxiety symptoms, and self-care behavior were also examined. METHODS Adults with T2DM and mild-to-moderate depressive symptoms (N=780) were recruited via online advertisements, community organizations, and general practices. Screening, consent, and self-report questionnaires were administered online. Eligible participants were randomized to receive either myCompass (n=391) or an attention control generic health literacy program (Healthy Lifestyles; n=379) for 8 weeks. At baseline and at 3, 6, and 12 months postintervention, participants completed the Work and Social Adjustment Scale, the Patient Health Questionnaire-9 item, the Diabetes Distress Scale, the Generalized Anxiety Disorder Questionnaire-7 item, and items from the Self-Management Profile for Type 2 Diabetes. Glycosylated hemoglobin measurements were obtained at baseline and 6 and 12 months postintervention. RESULTS A total of 38.9% (304/780) of the trial participants completed all postintervention assessments. myCompass users logged in on an average of 6 times and completed an average of 0.29 modules. Healthy Lifestyles users logged in on an average of 4 times and completed an average of 1.37 modules. At baseline, the mean scores on several outcome measures, including the primary outcome of work and social functioning, were close to the normal range, despite a varied and extensive recruitment process. Intention-to-treat analyses revealed slightly greater improvement at 12 months in work and social functioning for the Healthy Lifestyles group relative to the myCompass group. All participants reported equivalent improvements in depression anxiety, diabetes distress, diabetes self-management, and glycemic control across the trial. CONCLUSIONS The Healthy Lifestyles group reported higher ratings of social and occupational functioning than the myCompass group, but no differences were observed for any secondary outcome. Although these findings should be interpreted in light of the near-floor symptom scores at baseline, the trial yields important insights into how people with T2DM might be engaged in eMH programs and the challenges of focusing specifically on mental health. Several avenues emerge for continued investigation into how best to deal with the growing mental health burden in adults with T2DM. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry Number (ACTRN) 12615000931572; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=368109&isReview=true.
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Affiliation(s)
| | | | | | | | - Jane Gunn
- University of Melbourne, Melbourne, Australia
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10
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Cuevas H, Carter S. Online Cognitive Training: An Adaptation of the Memory, Attention, and Problem Solving Skills for Persons With Diabetes Intervention. Comput Inform Nurs 2020; 39:162-169. [PMID: 32769625 DOI: 10.1097/cin.0000000000000663] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Research shows the risk for cognitive impairment and the rate of cognitive decline double after type 2 diabetes mellitus is diagnosed and can make self-management more difficult. Cognitive training has been found to be one way to improve self-management and cognitive function, and this article reports the adaptation of one such intervention to an online format. Ten adults with diabetes participated in an 8-week intervention that combined webinar classes with online computer game training. Perceived memory ability, executive function, self-management, and self-efficacy were measured. Evaluation of recruitment, data collection, and implementation demonstrated good feasibility and reduced barriers to engagement. Although the intervention did not result in significant changes in cognitive function, scores on all surveys improved. Adherence to diet, exercise, and foot care recommendations also improved. Most participants stated they preferred the intervention's online format to "traditional" in-person formats. Online technology in this 8-week intervention helped improve recruitment, retention, participant engagement, and use of cognitive strategies in people with type 2 diabetes mellitus. Overall, participants found the intervention helpful and said it reduced the time and travel burden associated with educational interventions. A larger randomized controlled trial is needed to further explore the intervention's potential impact over a longer period.
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Affiliation(s)
- Heather Cuevas
- Author Affiliations : School of Nursing, The University of Texas at Austin, Texas
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11
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Chiu CJ, Yu YC, Du YF, Yang YC, Chen JY, Wong LP, Tanasugarn C. Comparing a Social and Communication App, Telephone Intervention, and Usual Care for Diabetes Self-Management: 3-Arm Quasiexperimental Evaluation Study. JMIR Mhealth Uhealth 2020; 8:e14024. [PMID: 32484448 PMCID: PMC7298636 DOI: 10.2196/14024] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Revised: 01/30/2020] [Accepted: 03/29/2020] [Indexed: 01/15/2023] Open
Abstract
Background Many technology-assisted innovations have been used to manage disease. However, most of these innovations are not broadly used by older adults due to their cost. Additionally, disease management through technology-assisted innovations has not been compared with other interventions. Objective In this study, we tested the employment of a free and widely used social and communication app to help older adults with diabetes manage their distress and glycemic control. We also compared the effectiveness of the app with 2 other methods, namely telephone and conventional health education, and determined which subgroup experiences the most effects within each intervention. Methods Adults aged ≥50 years with type 2 diabetes were recruited from Southern Taiwan (N=231) and were allocated to different 3-month interventions. Informed consent was obtained at the Ministry of Science and Technology and approved by the National Cheng Kung University Hospital Institutional Review Board (No. A-ER-102-425). Results Participants in the mobile-based group had significant reductions in hemoglobin A1c compared with the telephone-based and usual care groups (mean changes of –0.4%, 0.1%, and 0.03%, respectively; P=.02). Diabetes-specific distress decreased to a greater extent in the mobile-based group compared to the other 2 groups (mean changes of –5.16, –3.49, and –2.44, respectively, P=.02). Subgroup analyses further revealed that the effects on reducing blood glucose levels in the social and communication app groups were especially evident in patients with lower distress scores, and diabetes-related distress was especially evident in participants who were younger than 60 years or had higher educational levels. Conclusions The findings of this study inform more flexible use of social and communication apps with in-person diabetes education and counselling.
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Affiliation(s)
- Ching-Ju Chiu
- Institute of Gerontology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yung-Chen Yu
- Department of Nursing, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Ye-Fong Du
- Division of Endocrinology and Metabolism, Department of Internal Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Yi-Ching Yang
- Department of Family Medicine, National Cheng Kung University Hospital, Tainan, Taiwan
| | - Jou-Yin Chen
- Department of Public Health, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Li-Ping Wong
- Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
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12
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Grace-Farfaglia P. Social Cognitive Theories and Electronic Health Design: Scoping Review. JMIR Hum Factors 2019; 6:e11544. [PMID: 31325290 PMCID: PMC6676794 DOI: 10.2196/11544] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 11/24/2018] [Accepted: 03/31/2019] [Indexed: 12/30/2022] Open
Abstract
Background There are several social cognitive theories (SCTs) and models that support platform design in electronic health (eHealth) promotion trials. The rationale for this scoping review was to determine how social design features (informational aid, expressive support, gaming, and tailored content) are used to promote self-efficacy, engagement, knowledge, and behavior change. Objective This study aimed to review a broad spectrum of digital health interventions in the literature seeking trials that use SCTs for the design of eHealth applications. Methods The author conducted a systematic scoping review of 161 Web-based health interventions from published randomized clinical trials using 1 or more tools to address the social cognitive determinants in their website design from January 2006 to April 2016. An iterative approach was used in the selection of studies and data extraction. The studies were analyzed for quality and coded for type of social design features employed. Results Expressive interaction tools were found in 48.6% (54/111) of studies categorized as a strong recommendation by the Joanna Briggs Institute criteria. Overall, less than half of the studies addressed participant social support and motivational needs (43.8%). The vast majority of studies (100%) relied on the use of the Web for delivery of informational aid and tailored content for the individual participant (75.9%). Conclusions This review fills a research gap by linking social theory to Web strategy to improve the impact and sustainability of eHealth interventions. A Digital Health Intervention Model was developed to provide a framework to enhance future Web-based health intervention design and execution.
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13
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Clarke J, Sanatkar S, Baldwin PA, Fletcher S, Gunn J, Wilhelm K, Campbell L, Zwar N, Harris M, Lapsley H, Hadzi-Pavlovic D, Christensen H, Proudfoot J. A Web-Based Cognitive Behavior Therapy Intervention to Improve Social and Occupational Functioning in Adults With Type 2 Diabetes (The SpringboarD Trial): Randomized Controlled Trial. J Med Internet Res 2019; 21:e12246. [PMID: 31115345 PMCID: PMC6548532 DOI: 10.2196/12246] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Revised: 12/11/2018] [Accepted: 12/12/2018] [Indexed: 12/13/2022] Open
Abstract
Background Depressive symptoms are common in people with type 2 diabetes mellitus (T2DM). Effective depression treatments exist; however, access to psychological support is characteristically low. Web-based cognitive behavioral therapy (CBT) is accessible, nonstigmatizing, and may help address substantial personal and public health impact of comorbid T2DM and depression. Objective The aim of this study was to evaluate the Web-based CBT program, myCompass, for improving social and occupational functioning in adults with T2DM and mild-to-moderate depressive symptoms. myCompass is a fully automated, self-guided public health treatment program for common mental health problems. The impact of treatment on depressive symptoms, diabetes-related distress, anxiety symptoms, and self-care behavior was also examined. Methods Participants with T2DM and mild-to-moderate depressive symptoms (N=780) were recruited online via Google and Facebook advertisements targeting adults with T2DM and via community and general practice settings. Screening, consent, and self-report scales were all self-administered online. Participants were randomized using double-blind computerized block randomization to either myCompass (n=391) for 8 weeks plus a 4-week tailing-off period or an active placebo intervention (n=379). At baseline and postintervention (3 months), participants completed the Work and Social Adjustment Scale, the primary outcome measure. Secondary outcome measures included the Patient Health Questionnaire-9 item, Diabetes Distress Scale, Generalized Anxiety Disorder Questionnaire-7 item, and items from the Self-Management Profile for Type 2 Diabetes. Results myCompass users logged in an average of 6 times and completed an average of .29 modules. Healthy Lifestyles users logged in an average of 4 times and completed an average of 1.37 modules. At baseline, mean scores on several outcome measures, including the primary outcome of work and social functioning, were near to the normal range, despite an extensive recruitment process. Approximately 61.6% (473/780) of participants completed the postintervention assessment. Intention-to-treat analyses revealed improvement in functioning, depression, anxiety, diabetes distress, and healthy eating over time in both groups. Except for blood glucose monitoring and medication adherence, there were no specific between-group effects. Follow-up analyses suggested the outcomes did not depend on age, morbidity, or treatment engagement. Conclusions Improvement in social and occupational functioning and the secondary outcomes was generally no greater for myCompass users than for users of the control program at 3 months postintervention. These findings should be interpreted in light of near-normal mean baseline scores on several variables, the self-selected study sample, and sample attrition. Further attention to factors influencing uptake and engagement with mental health treatments by people with T2DM, and the impact of illness comorbidity on patient conceptualization and experience of mental health symptoms, is essential to reduce the burden of T2DM. Trial Registration Australian New Zealand Clinical Trials Registry ACTRN12615000931572; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=368109&isReview=true (Archived by WebCite at http://www.webcitation.org/7850eg8pi)
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Affiliation(s)
- Janine Clarke
- Black Dog Institute, Sydney, Australia.,School of Psychiatry, UNSW Sydney, Sydney, Australia
| | - Samineh Sanatkar
- School of Psychiatry, UNSW Sydney, Sydney, Australia.,The Black Dog Institute, Sydney, Australia
| | - Peter Andrew Baldwin
- Black Dog Institute, Sydney, Australia.,School of Psychiatry, UNSW Sydney, Sydney, Australia
| | - Susan Fletcher
- Department of General Practice, University of Melbourne, Melbourne, Australia
| | - Jane Gunn
- Department of General Practice, University of Melbourne, Melbourne, Australia
| | - Kay Wilhelm
- School of Psychiatry, UNSW Sydney, Sydney, Australia
| | - Lesley Campbell
- Diabetes and Metabolism Division, Garvan Institute of Medical Research, Sydney, Australia
| | - Nicholas Zwar
- School of Medicine, University of Wollongong, Wollongong, Australia
| | - Mark Harris
- Centre for Primary Health Care and Equity, UNSW Sydney, Sydney, Australia
| | - Helen Lapsley
- School of Psychiatry, UNSW Sydney, Sydney, Australia
| | | | | | - Judy Proudfoot
- Black Dog Institute, Sydney, Australia.,School of Psychiatry, UNSW Sydney, Sydney, Australia
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14
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Batterham PJ, Calear AL, Sunderland M, Kay-Lambkin F, Farrer LM, Gulliver A. A brief intervention to increase uptake and adherence of an online program for depression and anxiety: Protocol for the Enhancing Engagement with Psychosocial Interventions (EEPI) Randomized Controlled Trial. Contemp Clin Trials 2019; 78:107-115. [PMID: 30711664 DOI: 10.1016/j.cct.2019.01.015] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2018] [Revised: 01/20/2019] [Accepted: 01/30/2019] [Indexed: 11/29/2022]
Abstract
BACKGROUND There is substantial evidence that psychosocial programs delivered online can be effective in treating and preventing mental health problems. However, use of evidence-based programs in the community is currently suboptimal, and there is a lack of evidence around how to increase engagement with existing evidence-based programs. Novel approaches to increasing the acceptability of online programs such as the use of brief engagement-facilitation interventions (EFI) require evaluation. AIMS The aims of this study are to 1) examine the effectiveness of a brief online engagement-facilitation intervention (EFI) presented prior to an online self-help mental health program (myCompass) in improving uptake of and adherence to that program, and 2) assess if greater uptake and/or adherence are associated with improved efficacy (greater reduction in symptoms of depression and anxiety) relative to a control condition). METHODS A three-arm randomized controlled trial will be conducted (target sample: N = 693 participants recruited via social media). An active online cognitive behavioral therapy (iCBT) intervention will be delivered either with (arm 1) or without (arm 2) the EFI. An attention control group (arm 3) will enable testing of the relative efficacy of the iCBT intervention. Primary outcomes are uptake of the intervention (initiation) and adherence (module completion). RESULTS Findings will inform the more efficient dissemination of a range of psychosocial programs into the community, with potential for significant efficiency gains in treating common mental health problems. CONCLUSIONS Greater engagement with online psychosocial programs may lead to significant reductions in the burden of common mental health problems in the community. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry (ANZCTR) ACTRN12618001565235.
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Affiliation(s)
- Philip J Batterham
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, Australia.
| | - Alison L Calear
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, Australia
| | - Matthew Sunderland
- National Drug and Alcohol Research Centre, University of New South Wales, Australia
| | - Frances Kay-Lambkin
- Priority Research Centre for Brain and Mental Health, University of Newcastle, Australia
| | - Louise M Farrer
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, Australia
| | - Amelia Gulliver
- Centre for Mental Health Research, Research School of Population Health, The Australian National University, Australia
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15
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Quinn CC, Swasey KK, Crabbe JCF, Shardell MD, Terrin ML, Barr EA, Gruber-Baldini AL. The Impact of a Mobile Diabetes Health Intervention on Diabetes Distress and Depression Among Adults: Secondary Analysis of a Cluster Randomized Controlled Trial. JMIR Mhealth Uhealth 2017; 5:e183. [PMID: 29217502 PMCID: PMC5740263 DOI: 10.2196/mhealth.8910] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Revised: 10/16/2017] [Accepted: 10/29/2017] [Indexed: 12/15/2022] Open
Abstract
Background Diabetes is a complex, demanding disease that requires the constant attention of patients. The burden of self-management, including different medication regimens, routine self-care activities, and provider visits, has an impact on patients’ emotional well-being. Diabetes distress and depression are two important components of emotional well-being that may negatively affect diabetes outcomes. Objective The aim was to determine the impact of the 1-year Mobile Diabetes Intervention Study cluster randomized clinical trial on emotional well-being measured by diabetes distress and depression among adults with type 2 diabetes (T2D). Methods A total of 163 adults with not-well-managed T2D were enrolled from community primary care practices. Primary care practices were cluster randomized into either a usual care control group or intervention group. Intervention participants were given a mobile phone with coaching software including a Web portal to communicate with providers. A priori established secondary outcomes included distress measured by the Diabetes Distress Scale (DDS), with subscales measuring emotional burden, interpersonal distress, physician-related distress, and regimen-related distress, as well as depression measured by the Patient Health Questionnaire (PHQ-9). Linear mixed models were used to calculate the effect of the intervention on diabetes distress levels over time, both overall and separately by sex, and to determine if the intervention affected distress or depression. The impact of total DDS on changes in HbA1c was also studied. Results There were no significant treatment group effects for DDS total (baseline: P=.07; differences over time: P=.38) or for depression (P=.06 over time). Significant declines in total DDS were observed over the 12-month intervention period (P=.01). Regimen-related distress significantly decreased for all study participants (P<.001), but no significant change over time was observed for emotional burden (P=.83), interpersonal distress (P=.64), or physician-related distress (P=.73). Women in both the usual care and intervention groups were more likely to have higher overall DDS, emotional burden, physician-related distress, and regimen-related distress, but not interpersonal distress. Women also reported higher baseline depression compared to men (P=.006). Overall, depression decreased over the treatment period (P=.007), but remained unaffected by group assignment (P=.06) or by sex (P=.97). Diabetes distress had no effect on the change in HbA1c (P=.91) over the treatment period. Conclusions Although we found no definitive overall or sex-specific effect of the intervention on diabetes distress or depression, this study makes an important contribution to the understanding of mobile health interventions and the impact on emotional health. Our study verified previous work that although diabetes distress and depression are highly correlated, these measures are not evaluating the same construct. Design of future mobile technology provides an opportunity to personalize, contextualize, and intervene in the emotional well-being of persons with diabetes. Trial Registration Clinicaltrials.gov NCT01107015; https://clinicaltrials.gov/ct2/show/NCT01107015 (Archived by WebCite at http://www.webcitation.org/6vVgRCLAF)
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Affiliation(s)
- Charlene C Quinn
- Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore, MD, United States
| | - Krystal K Swasey
- Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore, MD, United States
| | | | - Michelle D Shardell
- Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore, MD, United States
| | - Michael L Terrin
- Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore, MD, United States
| | - Erik A Barr
- Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore, MD, United States
| | - Ann L Gruber-Baldini
- Department of Epidemiology and Public Health, School of Medicine, University of Maryland, Baltimore, MD, United States
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16
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Chima CC, Salemi JL, Wang M, Mejia de Grubb MC, Gonzalez SJ, Zoorob RJ. Multimorbidity is associated with increased rates of depression in patients hospitalized with diabetes mellitus in the United States. J Diabetes Complications 2017; 31:1571-1579. [PMID: 28893494 DOI: 10.1016/j.jdiacomp.2017.08.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2017] [Revised: 07/31/2017] [Accepted: 08/01/2017] [Indexed: 01/19/2023]
Abstract
AIMS Information on the burden and risk factors for diabetes-depression comorbidity in the US is sparse. We used data from the largest all-payer, nationally-representative inpatient database in the US to estimate the prevalence, temporal trends, and risk factors for comorbid depression among adult diabetic inpatients. METHODS We conducted a retrospective analysis using the 2002-2014 Nationwide Inpatient Sample databases. Depression and other comorbidities were identified using ICD-9-CM codes. Logistic regression was used to investigate the association between patient characteristics and depression. RESULTS The rate of depression among patients with type 2 diabetes increased from 7.6% in 2002 to 15.4% in 2014, while for type 1 diabetes the rate increased from 8.7% in 2002 to 19.6% in 2014. The highest rates of depression were observed among females, non-Hispanic whites, younger patients, and patients with five or more chronic comorbidities. CONCLUSIONS The prevalence of comorbid depression among diabetic inpatients in the US is increasing rapidly. Although some portion of this increase could be explained by the rising prevalence of multimorbidity, increased awareness and likelihood of diagnosis of comorbid depression by physicians and better documentation as a result of the increased adoption of electronic health records likely contributed to this trend.
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MESH Headings
- Adjustment Disorders/epidemiology
- Adjustment Disorders/therapy
- Adult
- Age Factors
- Cohort Studies
- Comorbidity
- Cross-Sectional Studies
- Depressive Disorder/epidemiology
- Depressive Disorder/therapy
- Depressive Disorder, Major/epidemiology
- Depressive Disorder, Major/therapy
- Diabetes Complications/complications
- Diabetes Complications/epidemiology
- Diabetes Complications/psychology
- Diabetes Complications/therapy
- Diabetes Mellitus, Type 1/complications
- Diabetes Mellitus, Type 1/epidemiology
- Diabetes Mellitus, Type 1/psychology
- Diabetes Mellitus, Type 1/therapy
- Diabetes Mellitus, Type 2/complications
- Diabetes Mellitus, Type 2/epidemiology
- Diabetes Mellitus, Type 2/psychology
- Diabetes Mellitus, Type 2/therapy
- Dysthymic Disorder/epidemiology
- Dysthymic Disorder/therapy
- Female
- Health Transition
- Hospitalization
- Humans
- Insurance, Health, Reimbursement
- Male
- Personality Disorders/epidemiology
- Personality Disorders/therapy
- Prevalence
- Retrospective Studies
- Risk Factors
- Sex Factors
- United States/epidemiology
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Affiliation(s)
- Charles C Chima
- Department of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr., Suite 600 (MS: BCM700), Houston, TX 77098, USA.
| | - Jason L Salemi
- Department of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr., Suite 600 (MS: BCM700), Houston, TX 77098, USA
| | - Miranda Wang
- Department of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr., Suite 600 (MS: BCM700), Houston, TX 77098, USA
| | - Maria C Mejia de Grubb
- Department of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr., Suite 600 (MS: BCM700), Houston, TX 77098, USA
| | - Sandra J Gonzalez
- Department of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr., Suite 600 (MS: BCM700), Houston, TX 77098, USA
| | - Roger J Zoorob
- Department of Family and Community Medicine, Baylor College of Medicine, 3701 Kirby Dr., Suite 600 (MS: BCM700), Houston, TX 77098, USA
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17
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Proudfoot J, Clarke J, Gunn J, Fletcher S, Sanatkar S, Wilhelm K, Campbell L, Zwar N, Harris M, Lapsley H, Hadzi-Pavlovic D, Christensen H. A Web-Based Public Health Intervention to Reduce Functional Impairment and Depressive Symptoms in Adults With Type 2 Diabetes (The SpringboarD Trial): Randomized Controlled Trial Protocol. JMIR Res Protoc 2017; 6:e145. [PMID: 28778848 PMCID: PMC5561386 DOI: 10.2196/resprot.7348] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 05/22/2017] [Accepted: 05/24/2017] [Indexed: 01/20/2023] Open
Abstract
Background Depressive symptoms are common in people with type 2 diabetes and contribute to adverse health consequences that substantially impact social and vocational function. Despite the existence of effective depression treatments, the majority of people with type 2 diabetes do not access these when needed. Web-based alternatives to more traditional psychotherapies offer a potential solution to reducing the personal and economic burdens of type 2 diabetes. Objective This paper outlines the protocol for a randomized controlled trial (RCT) of myCompass, a Web-based public health psychotherapy intervention, in people with type 2 diabetes. Fully automated, interactive, and delivered via the Internet without clinician support, myCompass teaches cognitive behavioral therapy-based skills and supports symptom monitoring to improve daily functioning and reduce mild-to-moderate mental health symptoms. Methods A two-arm RCT will be conducted. People with type 2 diabetes and mild-to-moderately severe depressive symptoms will be recruited from the community and general practice settings. Screening and enrollment is via an open-access website. Participants will be randomized to use either myCompass or an active placebo program for 8 weeks, followed by a 4-week tailing-off period. The placebo program is matched to myCompass on mode of delivery, interactivity, and duration. Outcomes will be assessed at baseline and at 3-month, 6-month, and 12-month follow-up. The primary study outcome is work and social functioning. Secondary study outcomes include depressive and anxious symptoms, diabetes-related distress, self-care behaviors, and glycemic control. Results Nationwide recruitment is currently underway with the aim of recruiting 600 people with type 2 diabetes. Recruitment will continue until October 2017. Conclusions This is the first known trial of a Web-based psychotherapy program that is not diabetes specific for improving social and vocational function in people with type 2 diabetes and mild-to-moderately severe depressive symptoms. With the increasing prevalence of type 2 diabetes and depression, a potentially scalable public health intervention could play a very large role in reducing unmet mental health need and ameliorating the personal and societal impact of illness comorbidity. Trial Registration Australian New Zealand Clinical Trials Registry (ANZCTR) Number: ACTRN12615000931572; https://www.anzctr.org.au/Trial/Registration/TrialReview.aspx?id=368109 (Archived by WebCite at http://www.webcitation.org/ 6rh3imVMh)
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Affiliation(s)
- Judy Proudfoot
- Black Dog Institute, Randwick, Australia.,School of Psychiatry, University of New South Wales (UNSW) Sydney, Sydney, Australia
| | | | - Jane Gunn
- Department of General Practice, University of Melbourne, Melbourne, Australia
| | - Susan Fletcher
- Department of General Practice, University of Melbourne, Melbourne, Australia
| | | | - Kay Wilhelm
- School of Psychiatry, University of New South Wales (UNSW) Sydney, Sydney, Australia
| | - Lesley Campbell
- Diabetes and Metabolism Division, Garvan Institute of Medical Research, Sydney, Australia
| | - Nicholas Zwar
- School of Medicine, University of Wollongong, Wollongong, Australia
| | - Mark Harris
- Centre for Primary Health Care and Equity, University of New South Wales (UNSW) Sydney, Sydney, Australia
| | - Helen Lapsley
- School of Psychiatry, University of New South Wales (UNSW) Sydney, Sydney, Australia
| | - Dusan Hadzi-Pavlovic
- School of Psychiatry, University of New South Wales (UNSW) Sydney, Sydney, Australia
| | - Helen Christensen
- Black Dog Institute, Randwick, Australia.,School of Psychiatry, University of New South Wales (UNSW) Sydney, Sydney, Australia
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Crawford J, Wilhelm K, Robins L, Proudfoot J. Writing for Health: Rationale and Protocol for a Randomized Controlled Trial of Internet-Based Benefit-Finding Writing for Adults With Type 1 or Type 2 Diabetes. JMIR Res Protoc 2017; 6:e42. [PMID: 28292741 PMCID: PMC5373675 DOI: 10.2196/resprot.7151] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Revised: 01/15/2017] [Accepted: 01/16/2017] [Indexed: 11/30/2022] Open
Abstract
Background Diabetes mellitus is Australia’s fastest growing chronic disease, and has high comorbidity with depression. Both subthreshold depression and diabetes distress are common amongst people with type 1 or type 2 diabetes, and are associated with poorer diabetes self-care. A need exists for low-intensity self-help interventions for large numbers of people with diabetes and diabetes distress or subthreshold depression, as part of a stepped-care approach to meeting the psychological needs of people with diabetes. Benefit-finding writing is a very brief intervention that involves writing about any positive thoughts and feelings about a stressful experience, such as an illness. Benefit-finding writing has been associated with increases in positive affect and positive growth, and has demonstrated promising results in trials amongst other clinical populations. However, benefit-finding writing has not yet been examined in people with diabetes. Objective The aim of this randomized controlled trial (RCT) is to evaluate the efficacy of an Internet-based benefit-finding writing (iBFW) intervention for adults with type 1 or type 2 diabetes (compared to a control writing condition) for reducing diabetes distress and increasing benefit-finding in diabetes, and also improving a range of secondary outcomes. Methods A two-arm RCT will be conducted, using the online program Writing for Health. Adults with type 1 or type 2 diabetes living in Australia will be recruited using diabetes-related publications and websites, and through advertisements in diabetes services and general practitioners’ offices. Potential participants will be referred to the study-specific website for participant information and screening. All data will be collected online. Participants will be randomized to either iBFW about diabetes, or a control writing condition of writing about use-of-time. Both conditions involve three daily sessions (once per day for three consecutive days) of 15-minute online writing exercises. Outcome measures will be administered online at baseline, one-month, and three-month follow-ups. Results This trial is currently underway. The primary outcomes will be diabetes distress and benefit-finding in diabetes. Secondary outcomes will be depression, anxiety, diabetes self-care, perceived health, and health care utilization. We aim to recruit 104 participants. All stages of the study will be conducted online using the Writing for Health program. Group differences will be analyzed on an intention-to-treat basis using mixed models repeated measures. Linguistic analyses of the writing exercise scripts, and examinations of the immediate emotional responses to the writing exercises, will also be undertaken. Conclusions This RCT will be the first study to examine iBFW for adults with type 1 or type 2 diabetes. If iBFW is found to be efficacious in reducing diabetes distress and improving diabetes self-care and other outcomes, iBFW may offer the potential to be a low-cost, easily accessible self-help intervention to improve the wellbeing of adults with diabetes. Trial Registration Australia and New Zealand Clinical Trials Registry (ACTRN12615000241538)
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Affiliation(s)
- Joanna Crawford
- Faces in the Street, Urban Mental Health Research Institute, St. Vincent's Health Australia, Sydney, Australia.,School of Psychiatry, Faculty of Medicine, University of New South Wales, Sydney, Australia
| | - Kay Wilhelm
- Faces in the Street, Urban Mental Health Research Institute, St. Vincent's Health Australia, Sydney, Australia.,School of Psychiatry, Faculty of Medicine, University of New South Wales, Sydney, Australia.,Consultation Liaison Psychiatry, St. Vincent's Health Australia, Sydney, Australia
| | - Lisa Robins
- Faces in the Street, Urban Mental Health Research Institute, St. Vincent's Health Australia, Sydney, Australia.,Consultation Liaison Psychiatry, St. Vincent's Health Australia, Sydney, Australia
| | - Judy Proudfoot
- School of Psychiatry, Faculty of Medicine, University of New South Wales, Sydney, Australia.,Black Dog Institute, Sydney, Australia
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