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Knauer J, Baumeister H, Schmitt A, Terhorst Y. Acceptance of smart sensing, its determinants, and the efficacy of an acceptance-facilitating intervention in people with diabetes: results from a randomized controlled trial. Front Digit Health 2024; 6:1352762. [PMID: 38863954 PMCID: PMC11165071 DOI: 10.3389/fdgth.2024.1352762] [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: 12/08/2023] [Accepted: 05/06/2024] [Indexed: 06/13/2024] Open
Abstract
Background Mental health problems are prevalent among people with diabetes, yet often under-diagnosed. Smart sensing, utilizing passively collected digital markers through digital devices, is an innovative diagnostic approach that can support mental health screening and intervention. However, the acceptance of this technology remains unclear. Grounded on the Unified Theory of Acceptance and Use of Technology (UTAUT), this study aimed to investigate (1) the acceptance of smart sensing in a diabetes sample, (2) the determinants of acceptance, and (3) the effectiveness of an acceptance facilitating intervention (AFI). Methods A total of N = 132 participants with diabetes were randomized to an intervention group (IG) or a control group (CG). The IG received a video-based AFI on smart sensing and the CG received an educational video on mindfulness. Acceptance and its potential determinants were assessed through an online questionnaire as a single post-measurement. The self-reported behavioral intention, interest in using a smart sensing application and installation of a smart sensing application were assessed as outcomes. The data were analyzed using latent structural equation modeling and t-tests. Results The acceptance of smart sensing at baseline was average (M = 12.64, SD = 4.24) with 27.8% showing low, 40.3% moderate, and 31.9% high acceptance. Performance expectancy (γ = 0.64, p < 0.001), social influence (γ = 0.23, p = .032) and trust (γ = 0.27, p = .040) were identified as potential determinants of acceptance, explaining 84% of the variance. SEM model fit was acceptable (RMSEA = 0.073, SRMR = 0.059). The intervention did not significantly impact acceptance (γ = 0.25, 95%-CI: -0.16-0.65, p = .233), interest (OR = 0.76, 95% CI: 0.38-1.52, p = .445) or app installation rates (OR = 1.13, 95% CI: 0.47-2.73, p = .777). Discussion The high variance in acceptance supports a need for acceptance facilitating procedures. The analyzed model supported performance expectancy, social influence, and trust as potential determinants of smart sensing acceptance; perceived benefit was the most influential factor towards acceptance. The AFI was not significant. Future research should further explore factors contributing to smart sensing acceptance and address implementation barriers.
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Affiliation(s)
- Johannes Knauer
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, University Ulm, Ulm, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, University Ulm, Ulm, Germany
| | - Andreas Schmitt
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
| | - Yannik Terhorst
- Department of Psychological Methods and Assessment, Ludwigs-Maximilian University Munich, Munich, Germany
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Richter C, Rutschmann R, Romanczuk-Seiferth N. Few negative effects of psychotherapy in a psychiatric day hospital: a follow-up survey to a multiprofessional treatment with acceptance and commitment therapy. Front Psychiatry 2024; 15:1235067. [PMID: 38389983 PMCID: PMC10881704 DOI: 10.3389/fpsyt.2024.1235067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Accepted: 01/12/2024] [Indexed: 02/24/2024] Open
Abstract
While there are many studies on psychotherapy and its efficacy - in terms of desired outcomes - there is comparatively little evidence on the possible negative effects of psychotherapy. The aim of this study was to investigate the possible negative effects of a multi-professional psychiatric day hospital treatment for patients with mental health disorders based on Acceptance and Commitment Therapy (ACT), including possible confounding factors. Fifty-one patients with a range of psychiatric diagnoses were assessed three months after an ACT-based psychiatric day hospital treatment. Questionnaires were used to measure negative effects of psychotherapy (INEP), subjective quality of life (WHOQOL-BREF), and symptomatology (BDI-II and SCL-90-R). Correlational analyses and group comparisons were performed to determine the relationship between the sum of reported negative effects on the one hand and symptomology, quality of life, and sociodemographic variables (gender, age, diagnosis, education) on the other hand. At least one negative effect out of a list of 18 possible effects was reported by 45% of participants, and 10% reported more than two. The number of negative effects reported correlates positively with symptomology and negatively with quality of life. The sum of reported negative effects does not correlate with age or gender and does not vary by education level and primary diagnosis. In the light of previous findings, patients included in this study showed lower rates of negative effects, both overall and at item level. Practical implications of these findings are discussed.
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Affiliation(s)
- Christoph Richter
- Clinic for Psychiatry, Psychotherapy and Psychosomatics, Vivantes Klinikum Kaulsdorf, Berlin, Germany
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, Berlin, Germany
| | - Ronja Rutschmann
- Clinic for Psychiatry, Psychotherapy and Psychosomatics, Vivantes Klinikum Kaulsdorf, Berlin, Germany
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, Berlin, Germany
- MSB Medical School Berlin, Department of Psychology, Berlin, Germany
| | - Nina Romanczuk-Seiferth
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Department of Psychiatry and Neurosciences, Berlin, Germany
- MSB Medical School Berlin, Department of Psychology, Berlin, Germany
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Lehmann G, Ziebell P, Schmitt A, Kulzer B, Hermanns N, Ehrmann D. Explaining improvement in diabetes distress: a longitudinal analysis of the predictive relevance of resilience and acceptance in people with type 1 diabetes. Acta Diabetol 2024; 61:151-159. [PMID: 37747554 PMCID: PMC10866794 DOI: 10.1007/s00592-023-02180-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 09/03/2023] [Indexed: 09/26/2023]
Abstract
AIMS To analyze if midterm improvement in diabetes distress can be explained by resilience, diabetes acceptance, and patient characteristics. METHODS N = 179 adults with type 1 diabetes were enrolled during their stay at a tertiary diabetes center (monocentric enrolment) and followed up over three months in a prospective, observational study ('DIA-LINK1'). Improvement in diabetes distress was assessed as reduction in the Problem Areas in Diabetes Scale score from baseline to follow-up. Resilience (Resilience Scale-13), acceptance (Diabetes Acceptance Scale), and patient characteristics were analyzed as predictors of improvement in diabetes distress using hierarchical multiple regression. RESULTS Greater reductions in diabetes distress were significantly explained by lower diabetes acceptance at baseline (β = -0.34, p < 0.01), while resilience, diabetes complications, and other person-related variables were not significantly related to changes in diabetes distress (all p > 0.05). When change in diabetes acceptance from baseline to follow-up was added to the model, improved diabetes distress was explained by increasing diabetes acceptance (β = 0.41, p < 0.01) and a shorter duration of diabetes (β = -0.18, p = 0.03), while baseline diabetes acceptance was no longer significantly associated (β = -0.14, p > 0.05). CONCLUSIONS Diabetes acceptance is inversely related to diabetes distress, and increasing acceptance explained greater improvement in diabetes distress. These findings suggest that increasing diabetes acceptance may facilitate the reduction of diabetes distress. Treatment approaches targeting acceptance might be useful for the mental healthcare of people with type 1 diabetes and clinically elevated diabetes distress.
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Affiliation(s)
- Gina Lehmann
- Institute of Psychology, Julius-Maximilians-University of Würzburg, Würzburg, Germany
| | - Philipp Ziebell
- Institute of Psychology, Julius-Maximilians-University of Würzburg, Würzburg, Germany
| | - Andreas Schmitt
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Johann-Hammer-Str. 24, 97980, Bad Mergentheim, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
| | - Bernhard Kulzer
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Johann-Hammer-Str. 24, 97980, Bad Mergentheim, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
- Department for Psychology, Otto-Friedrich-University of Bamberg, Bamberg, Germany
| | - Norbert Hermanns
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Johann-Hammer-Str. 24, 97980, Bad Mergentheim, Germany
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany
- Department for Psychology, Otto-Friedrich-University of Bamberg, Bamberg, Germany
| | - Dominic Ehrmann
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Johann-Hammer-Str. 24, 97980, Bad Mergentheim, Germany.
- German Center for Diabetes Research (DZD), Munich-Neuherberg, Germany.
- Department for Psychology, Otto-Friedrich-University of Bamberg, Bamberg, Germany.
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Wicaksana AL, Apriliyasari RW, Tsai PS. Effect of self-help interventions on psychological, glycemic, and behavioral outcomes in patients with diabetes: A meta-analysis of randomized controlled trials. Int J Nurs Stud 2024; 149:104626. [PMID: 37979371 DOI: 10.1016/j.ijnurstu.2023.104626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 10/06/2023] [Accepted: 10/19/2023] [Indexed: 11/20/2023]
Abstract
BACKGROUND Self-help interventions are beneficial for patients with diabetes; however, related studies have reported conflicting results. To date, no review has examined the effect of self-help interventions on diabetes outcomes. OBJECTIVES To systematically evaluate the effects of self-help interventions on psychological, glycemic, and behavioral outcomes in patients with diabetes. DESIGN A systematic review and meta-analysis of randomized controlled trials. METHODS Five databases-PubMed, CINAHL, Embase, PsycINFO, and ClinicalTrials.gov-were searched from 1996, 1937, 1947, 1887, and 2000, respectively, to 2 June 2023. Studies that employed a randomized controlled trial design, enrolled adults with diabetes, implemented a self-help intervention as the main or an additional intervention, and reported the outcomes of interest were included. Studies providing self-help interventions to patients with gestational diabetes or pregnant women were excluded. The primary outcomes were diabetes distress, depression, and anxiety, and the secondary outcomes were glycemic and behavioral outcomes (self-management behavior, self-efficacy, and quality of life). Hedges' g and the associated 95 % confidence interval (CI) were calculated using a random-effects model to obtain the pooled estimates of short-, mid-, and long-term effects of self-help interventions. Heterogeneity was explored using I2 and Q statistics, and moderator analysis was performed to identify the sources of heterogeneity. RESULTS Of 17 eligible studies, 16 provided data for meta-analysis. We included 3083 patients with diabetes; the majority were women (61.95 %), and their average age was 55.13 years. Self-help interventions exerted significant short-term effects on diabetes distress (g = -0.363; 95 % CI = -0.554, -0.173), depression (g = -0.465; 95 % CI = -0.773, -0.156), anxiety (g = -0.295; 95 % CI = -0.523, -0.068), glycosylated hemoglobin level (g = -0.497; 95 % CI = -0.791, -0.167), self-efficacy (g = 0.629; 95 % CI = 0.060, 1.197), and quality of life (g = 0.413; 95 % CI = 0.104, 0.721; g = 0.182; 95 % CI = 0.031, 0.333; and g = 0.469; 95 % CI = 0.156, 0.783 for overall, physical, and mental domains, respectively). We also noted significant mid-term effects of self-help interventions on diabetes distress (g = -0.195; 95 % CI = -0.374, -0.016), self-management behavior (g = 0.305; 95 % CI = 0.155, 0.454), and overall quality of life (g = 0.562; 95 % CI = 0.315, 0.810). The certainty of evidence ranged from high to very low certainty for the measured outcomes. CONCLUSIONS Self-help interventions may have some positive effects on diabetes distress, anxiety, self-management behavior, and quality of life. REGISTRATION This review was registered in PROSPERO (CRD42022329905). TWEETABLE ABSTRACT This meta-analysis demonstrated that self-help interventions might improve psychological and behavioral outcomes in patients with diabetes.
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Affiliation(s)
- Anggi Lukman Wicaksana
- School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Department of Medical Surgical Nursing, Universitas Gadjah Mada, Indonesia; The Sleman Health and Demographic Surveillance System, Universitas Gadjah Mada, Indonesia
| | - Renny Wulan Apriliyasari
- School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Department of Nursing, Institut Teknologi Kesehatan Cendekia Utama Kudus, Kudus, Indonesia
| | - Pei-Shan Tsai
- School of Nursing, College of Nursing, Taipei Medical University, Taipei, Taiwan; Department of Nursing and Center for Nursing and Healthcare Research in Clinical Practice Application, Wan Fang Hospital, Taipei Medical University, Taipei, Taiwan; Research Center of Sleep Medicine, Taipei Medical University Hospital, Taipei, Taiwan.
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Wijk I, Amsberg S, Johansson UB, Livheim F, Toft E, Anderbro T. Impact of an Acceptance and Commitment Therapy programme on HbA1c, self-management and psychosocial factors in adults with type 1 diabetes and elevated HbA1c levels: a randomised controlled trial. BMJ Open 2023; 13:e072061. [PMID: 38101850 PMCID: PMC10729111 DOI: 10.1136/bmjopen-2023-072061] [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: 01/21/2023] [Accepted: 12/06/2023] [Indexed: 12/17/2023] Open
Abstract
OBJECTIVE To evaluate the impact of an Acceptance and Commitment Therapy (ACT) programme, tailored for people living with type 1 diabetes, on glycated haemoglobin (HbA1c), self-management and psychosocial factors among individuals with HbA1c>60 mmol/mol compared with treatment as usual (TAU). SETTING An endocrinologic clinic in Sweden. PARTICIPANTS In this randomised controlled trial, 81 individuals with type 1 diabetes, aged 18-70 years with HbA1c>60 mmol/mol, were randomly assigned to either an ACT group intervention or TAU. Exclusion criteria were: unable to speak Swedish, untreated or severe psychiatric disease, cortisone treatment, untreated thyroid disease and newly started insulin pump therapy. At the 2-year follow-up, HbA1c was measured in 26 individuals. INTERVENTION The ACT programme comprised seven 2-hour sessions held over 14 weeks and focused on acceptance of stressful thoughts and emotions, and to promote value-based committed action. OUTCOMES The primary outcome was HbA1c, and the secondary outcomes were measures of depression, anxiety, general stress, fear of hypoglycaemia, diabetes distress, self-care activities, psychological flexibility (general and related to diabetes) and quality of life. The primary endpoint was HbA1c 2 years after the intervention programme. Linear mixed models were used to test for an interaction effect between measurement time and group. RESULTS Likelihood ratio test of nested models demonstrated no statistically significant interaction effect (χ2=0.49, p=0.485) between measurement time and group regarding HbA1c. However, a statistically significant interaction effect (likelihood ratio test χ2=12.63, p<0.001) was observed with improved scores on The Acceptance and Action Questionnaire in the intervention group after 1 and 2 years. CONCLUSIONS No statistically significant difference was found between the groups regarding the primary outcome measure, HbA1c. However, the ACT programme showed a persistent beneficial impact on psychological flexibility in the intervention group. The dropout rate was higher than expected, which may indicate a challenge in this type of study. TRIAL REGISTRATION NUMBER NCT02914496.
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Affiliation(s)
- Ingrid Wijk
- Department of Health Promoting Science, Sophiahemmet University, Stockholm, Sweden
| | - Susanne Amsberg
- Department of Health Care Sciences, Marie Cederschiöld University, Stockholm, Sweden
| | - Unn-Britt Johansson
- Department of Health Promoting Science, Sophiahemmet University, Stockholm, Sweden
- Department of Clinical Sciences and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Livheim
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Eva Toft
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
- Department of Medicine, Ersta Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Therese Anderbro
- Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
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Karlsson-Good M, Kaldo V, Lundberg L, Kraepelien M, Anthony SA, Holländare F. Increasing the accessibility to internet-based cognitive behavioural therapy for depression: A single-blind randomized controlled trial of condensed versus full-text versions. Internet Interv 2023; 34:100678. [PMID: 37840646 PMCID: PMC10570001 DOI: 10.1016/j.invent.2023.100678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 09/22/2023] [Accepted: 09/27/2023] [Indexed: 10/17/2023] Open
Abstract
Background Research shows that internet-based cognitive behavioural therapy (iCBT) is an effective treatment for depression. However, little is known about how the length of the text material in iCBT affects outcomes. Objective The aim of this study was to test whether a condensed iCBT version for depression would be non-inferior to the existing full-text version in reducing depressive symptoms at post-treatment. We also wanted to test non-inferiority for secondary outcomes and explore reading speed and ADHD symptoms as potential moderators. Method A single-blind randomized controlled trial was conducted (N = 267) comparing two versions of guided iCBT for depression; full-text (around 60,000 words) and condensed (around 30,000 words, with the option to listen to the text). Estimated between-group effect sizes and their confidence intervals for depression, anxiety and quality of life, were compared to a pre-determined non-inferiority margin (ES = 0.4). Moderation analyses of reading speed and ADHD symptoms were conducted. Results The condensed version of iCBT was non-inferior to the full-text version on post-treatment measures for depressive symptoms (95 % CI = -0.42-0.24), anxiety symptoms (95 % CI = -0.24-0.32), and quality of life (95 % CI = -0.09-0.49). Non-inferiority was inconclusive for depressive symptoms at the one-year follow-up (95 % CI = -0.60-0.47). There was no significant moderation effects of reading speed (p = 0.06) or ADHD symptoms (p = 0.11) on depressive symptoms. Conclusion These results indicate that a condensed version of iCBT for depression is as effective at treating depression as the full-text version. By shortening texts, iCBT may be made available to more people. Due to unequal dropout rates between the groups, these results are preliminary and need to be replicated.
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Affiliation(s)
- Magnus Karlsson-Good
- Department of Psychiatry, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
| | - Viktor Kaldo
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
- Department of Psychology, Faculty of Health and Life Sciences, Linnaeus University, Växjö, Sweden
| | | | - Martin Kraepelien
- Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden
- Division of Psychology, Department of Clinical Neuroscience, Karolinska Institutet, Sweden
| | - Susanne A. Anthony
- Department of Pediatrics, Skåne University Hospital, Region Skåne, Malmö, Sweden
| | - Fredrik Holländare
- Department of Psychiatry, Faculty of Medicine and Health, Örebro University, Örebro, Sweden
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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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Thomas EBK, Sagorac Gruichich T, Maronge JM, Hoel S, Victory A, Stowe ZN, Cochran A. Mobile Acceptance and Commitment Therapy With Distressed First-Generation College Students: Microrandomized Trial. JMIR Ment Health 2023; 10:e43065. [PMID: 37184896 DOI: 10.2196/43065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Revised: 03/21/2023] [Accepted: 03/28/2023] [Indexed: 05/16/2023] Open
Abstract
BACKGROUND Extant gaps in mental health services are intensified among first-generation college students. Improving access to empirically based interventions is critical, and mobile health (mHealth) interventions are growing in support. Acceptance and commitment therapy (ACT) is an empirically supported intervention that has been applied to college students, via mobile app, and in brief intervals. OBJECTIVE This study evaluated the safety, feasibility, and effectiveness of an ACT-based mHealth intervention using a microrandomized trial (MRT) design. METHODS Participants (N=34) were 18- to 19-year-old first-generation college students reporting distress, who participated in a 6-week intervention period of twice-daily assessments and randomization to intervention. Participants logged symptoms, moods, and behaviors on the mobile app Lorevimo. After the assessment, participants were randomized to an ACT-based intervention or no intervention. Analyses examined proximal change after randomization using a weighted and centered least squares approach. Outcomes included values-based and avoidance behavior, as well as depressive symptoms and perceived stress. RESULTS The findings indicated the intervention was safe and feasible. The intervention increased values-based behavior but did not decrease avoidance behavior. The intervention reduced depressive symptoms but not perceived stress. CONCLUSIONS An MRT of an mHealth ACT-based intervention among distressed first-generation college students suggests that a larger MRT is warranted. Future investigations may tailor interventions to contexts where intervention is most impactful. TRIAL REGISTRATION ClinicalTrials.gov NCT04081662; https://clinicaltrials.gov/show/NCT04081662. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/17086.
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Affiliation(s)
| | | | - Jacob M Maronge
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States
| | - Sydney Hoel
- Department of Psychiatry, University of Wisconsin-Madison, Madison, WI, United States
| | - Amanda Victory
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, United States
| | - Zachary N Stowe
- Department of Psychiatry, University of Wisconsin-Madison, Madison, WI, United States
| | - Amy Cochran
- Department of Population Health Sciences, University of Wisconsin-Madison, Madison, WI, United States
- Department of Mathematics, University of Wisconsin-Madison, Madison, WI, United States
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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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Thiblin E, Woodford J, Reuther C, Lundgren J, Lutvica N, von Essen L. Internet-administered, low-intensity cognitive behavioral therapy for parents of children treated for cancer: A feasibility trial (ENGAGE). Cancer Med 2023; 12:6225-6243. [PMID: 36404407 PMCID: PMC10028033 DOI: 10.1002/cam4.5377] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 09/05/2022] [Accepted: 10/09/2022] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Parents of children treated for cancer may experience mental health difficulties, such as depression and anxiety. There is a lack of evidence-based psychological interventions for parents, with psychological support needs unmet. An internet-administered, guided, low-intensity cognitive behavioral therapy-based (LICBT) self-help intervention may provide a solution. METHODS The feasibility and acceptability of such an intervention was examined using a single-arm feasibility trial (ENGAGE). Primary objectives examined: (1) estimates of recruitment and retention rates; (2) feasibility and acceptability of data collection instruments and procedures; and (3) intervention feasibility and acceptability. Clinical outcomes were collected at baseline, post-treatment (12 weeks), and follow-up (6 months). RESULTS The following progression criteria were met: sample size was exceeded within 5 months, with 11.0% enrolled of total population invited, study dropout rate was 24.0%, intervention dropout was 23.6%, missing data remained at ≤10% per measure, and no substantial negative consequences related to participation were reported. Intervention adherence was slightly lower than progression criteria (47.9%). CONCLUSION Findings suggest an internet-administered, guided, LICBT self-help intervention may represent a feasible and acceptable solution for parents of children treated for cancer. With minor study protocol and intervention modifications, progression to a pilot randomized controlled trial (RCT) and subsequent superiority RCT is warranted.
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Affiliation(s)
- Ella Thiblin
- Healthcare Sciences and e-Health, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Joanne Woodford
- Healthcare Sciences and e-Health, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Christina Reuther
- Healthcare Sciences and e-Health, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Johan Lundgren
- Healthcare Sciences and e-Health, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Nina Lutvica
- Healthcare Sciences and e-Health, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Louise von Essen
- Healthcare Sciences and e-Health, Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
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The psychosocial needs of patients who have chronic kidney disease without kidney replacement therapy: a thematic synthesis of seven qualitative studies. J Nephrol 2022; 35:2251-2267. [PMID: 36048367 PMCID: PMC9700594 DOI: 10.1007/s40620-022-01437-3] [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: 06/02/2022] [Accepted: 08/08/2022] [Indexed: 10/14/2022]
Abstract
BACKGROUND Limited quantitative data suggests that patients who have chronic kidney disease without kidney replacement therapy (CKD without KRT) may present with psychosocial needs just as patients who have acute kidney injury and are treated by dialysis (AKI stage 3D) do. This systematic review aims to synthesise qualitative research on patients' experiences of CKD without KRT to provide further insight into patients' experience of the healthcare they receive and simultaneously, their psychosocial needs, to inform the development of appropriate psychological interventions. METHODS The review followed ENTREQ guidelines. PubMed/MEDLINE, PsycINFO, EMBASE and CINAHL were searched in July and August 2021. Qualitative studies in English on the experiences of CKD without KRT care were included in the review. Thematic synthesis was conducted on the findings of the included studies. RESULTS The search identified 231 articles for screening. Eight studies met the inclusion criteria, and one was excluded at the quality assessment stage. The final seven articles [n = 130 patients] were analysed. Five themes on psychosocial needs were developed: addressing patients' CKD-related educational needs, supporting the patient's relationships, honouring the patient's need for control, adjusting to change, and recognising fear of disease and treatment. DISCUSSION This review highlights the range of psychosocial needs of patients who have CKD without KRT. There are numerous intervention options that clinicians may develop that could benefit patients and address multiple needs, such as group educational programmes.
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Bendig E, Schmitt A, Wittenberg A, Kulzer B, Hermanns N, Moshagen M, Baumeister H. ACTonDiabetes: study protocol of a pragmatic randomised controlled trial for the evaluation of an acceptance and commitment-based internet-based and mobile-based intervention for adults living with type 1 or type 2 diabetes. BMJ Open 2022; 12:e059336. [PMID: 36109030 PMCID: PMC9478835 DOI: 10.1136/bmjopen-2021-059336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 07/27/2022] [Indexed: 11/04/2022] Open
Abstract
INTRODUCTION Living with diabetes can be burdensome and lead to serious emotional distress and impaired mental health. Acceptance and commitment therapy (ACT) can support people facing the challenges of living with diabetes. This trial aims to evaluate the effectiveness and cost-effectiveness of the internet-based and mobile-based intervention (IMI) 'ACTonDiabetes' in reducing diabetes distress against enhanced treatment as usual (TAU+) following specialised diabetes care. METHODS AND ANALYSIS A two-armed pragmatic randomised controlled trial will be conducted to evaluate the guided IMI ACTonDiabetes against TAU+. A total of 210 adults with type 1 or type 2 diabetes and elevated diabetes distress (Problem Areas in Diabetes ≥40) will be recruited at a specialised diabetes centre. The intervention begins 2-4 weeks after hospital discharge and takes about 7-10 weeks to complete. Assessments are performed at baseline and 5 and 10 weeks as well as 6 and 12 months after randomisation. The primary outcome is diabetes distress at a 10-week follow-up (T2). Secondary outcomes are depression (Patient Health Questionnaire-8), psychological well-being (WHO-5), quality of life (Assessment of Quality of Life-8 Dimension), Diabetes-related Self-Management Questionnaire, diabetes acceptance (Acceptance and Action Diabetes Questionnaire) and negative treatment effects (Inventory for the Assessment of Negative Effects of Psychotherapy). All statistical analyses will be performed based on the intention-to-treat principle with additional per-protocol analyses. Changes in outcomes will be evaluated using the general linear model. A health-economic evaluation will be conducted from a societal perspective. Reasons for drop-out will be systematically investigated. ETHICS AND DISSEMINATION This clinical trial has been approved by the State Medical Chamber of Baden-Württemberg (file no. B-F-2019-010). Trial results will be submitted for publication in a peer-reviewed journal and presented at conferences. TRIAL REGISTRATION NUMBER DRKS00016738.
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Affiliation(s)
- Eileen Bendig
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, University of Ulm, Ulm, Germany
| | - Andreas Schmitt
- Research Institute of the Diabetes Academy Mergentheim, Diabetes Center Mergentheim, Bad Mergentheim, Germany
- German Center for Diabetes Research (DZD), Muenchen-Neuherberg, Germany
| | - Amelie Wittenberg
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, University of Ulm, Ulm, Germany
| | - Bernhard Kulzer
- Research Institute of the Diabetes Academy Mergentheim, Diabetes Center Mergentheim, Bad Mergentheim, Germany
- German Center for Diabetes Research (DZD), Muenchen-Neuherberg, Germany
| | - Norbert Hermanns
- Research Institute of the Diabetes Academy Mergentheim, Diabetes Center Mergentheim, Bad Mergentheim, Germany
- German Center for Diabetes Research (DZD), Muenchen-Neuherberg, Germany
| | - Morten Moshagen
- Department of Research Methods, Institute of Psychology and Education, University of Ulm, Ulm, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, University of Ulm, Ulm, Germany
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Alho I, Lappalainen P, Muotka J, Lappalainen R. Acceptance and commitment therapy group intervention for adolescents with type 1 diabetes: A randomized controlled trial. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2022. [DOI: 10.1016/j.jcbs.2022.08.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/15/2022]
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