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McKechnie V, Khan S, Saunders R, Amiel SA, Gonder-Frederick LA, Oliver N. Psychometric validation of the hyperglycaemia avoidance scale UK (HAS-UK). Diabet Med 2024; 41:e15342. [PMID: 38687846 DOI: 10.1111/dme.15342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Revised: 04/11/2024] [Accepted: 04/18/2024] [Indexed: 05/02/2024]
Abstract
AIMS Hyperglycaemia aversion in type 1 diabetes can be associated with severe hypoglycaemia and impaired awareness of hypoglycaemia but is not routinely assessed clinically. This study aimed to undertake the first psychometric validation of the UK version of the Hyperglycaemia Avoidance Scale (HAS-UK). METHODS The HAS-UK was completed by adults with type 1 diabetes in three separate research studies. Psychometric properties were evaluated, using exploratory factor analysis, internal consistency, and convergent validity. RESULTS Of the 431 participants who completed the HAS-UK in the three studies, mean age was 49.5 years, and 58.0% were women. Mean duration of diabetes was 29 years, with 192 (44.5%) using multiple daily injections and 229 (53.1%) using an insulin pump. Five participants were excluded from analyses due to incomplete HAS-UK responses. Exploratory factor analysis revealed a 3-factor solution, with acceptable internal consistency for 'worry' and 'blood glucose decisions' factors. HAS-UK total score was higher in those using insulin pumps versus multiple daily injections, and 'blood glucose decisions' score was higher in those using a continuous blood glucose sensor versus a meter. CONCLUSIONS The HAS-UK is a reliable measure with acceptable structural validity and is likely to be useful for evaluating hyperglycaemia aversion in people with type 1 diabetes. Future research would benefit from investigating further psychometric properties including test-retest reliability, sensitivity to change, and clinical significance of scores.
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Affiliation(s)
- Vicky McKechnie
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
- Department of Clinical Health Psychology and Neuropsychology, Imperial College Healthcare NHS Trust and West London NHS Trust, London, UK
| | - Shaila Khan
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Rob Saunders
- CORE Data Lab, Centre for Outcomes Research and Effectiveness (CORE), Research Department of Clinical, Educational, and Health Psychology, University College London, London, UK
| | - Stephanie A Amiel
- Department of Diabetes, Faculty of Life Sciences, King's College London, London, UK
| | - Linda A Gonder-Frederick
- Center for Diabetes Technology, School of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Nick Oliver
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
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Bugge SJ, Henriksen DP, Damkier P, Rahbek MT, Schousboe K, Rothmann MJ, Poulsen MK, Hansen C, Nagarajah S, Jensen PB, Johansson SL, Panou V, Schneider IR, Pedersen CG, Andersen JD, Hangaard J, Zwisler ADO. Network of doctors for multimorbidity and diabetes - the NOMAD intervention: protocol for feasibility trial of multidisciplinary team conferences for people with diabetes and multimorbidity. Pilot Feasibility Stud 2024; 10:91. [PMID: 38879561 PMCID: PMC11179232 DOI: 10.1186/s40814-024-01517-0] [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: 09/26/2023] [Accepted: 06/06/2024] [Indexed: 06/19/2024] Open
Abstract
BACKGROUND The prevalence of diabetes and coexisting multimorbidity rises worldwide. Treatment of this patient group can be complex. Providing an evidence-based, coherent, and patient-centred treatment of patients with multimorbidity poses a challenge in healthcare systems, which are typically designed to deliver disease-specific care. We propose an intervention comprising multidisciplinary team conferences (MDTs) to address this issue. The MDT consists of medical specialists in five different specialities meeting to discuss multimorbid diabetes patients. This protocol describes a feasibility test of MDTs designed to coordinate care and improve quality of life for people with diabetes and multimorbidity. METHODS A mixed-methods one-arm feasibility test of the MDT. Feasibility will be assessed through prospectively collected data. We will explore patient perspectives through patient-reported outcomes (PROs) and assess the feasibility of electronic questionnaires. Feasibility outcomes are recruitment, PRO completion, technical difficulties, impact of MDT, and doctor preparation time. During 17 months, up to 112 participants will be recruited. We will report results narratively and by the use of descriptive statistics. The collected data will form the basis for a future large-scale randomised trial. DISCUSSION A multidisciplinary approach focusing on better management of diabetic patients suffering from multimorbidity may improve functional status, quality of life, and health outcomes. Multimorbidity and diabetes are highly prevalent in our healthcare system, but we lack a solid evidence-based approach to patient-centred care for these patients. This study represents the initial steps towards building such evidence. The concept can be efficiency tested in a randomised setting, if found feasible to intervention providers and receivers. If not, we will have gained experience on how to manage diabetes and multimorbidity as well as organisational aspects, which together may generate hypotheses for research on how to handle multimorbidity in the future. ADMINISTRATIVE INFORMATION Protocol version: 01 TRIAL REGISTRATION: NCT05913726 - registration date: 21 June 2023.
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Affiliation(s)
- Stine Jorstad Bugge
- Steno Diabetes Centre Odense, Odense University Hospital, 5000, Odense, Denmark.
- Department of Pharmacology, Odense University Hospital, Odense, Denmark.
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark.
| | - Daniel Pilsgaard Henriksen
- Steno Diabetes Centre Odense, Odense University Hospital, 5000, Odense, Denmark
- Department of Pharmacology, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Per Damkier
- Department of Pharmacology, Odense University Hospital, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Martin Torp Rahbek
- Department of Pharmacology, Odense University Hospital, Odense, Denmark
- Department of Public Health, University of Southern Denmark, Odense, Denmark
| | - Karoline Schousboe
- Steno Diabetes Centre Odense, Odense University Hospital, 5000, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Mette Juel Rothmann
- Steno Diabetes Centre Odense, Odense University Hospital, 5000, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Marianne Kjær Poulsen
- Steno Diabetes Centre Odense, Odense University Hospital, 5000, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Camilla Hansen
- Steno Diabetes Centre Odense, Odense University Hospital, 5000, Odense, Denmark
| | - Subagini Nagarajah
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Nephrology, Odense University Hospital, Odense, Denmark
| | - Per Bruno Jensen
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Nephrology, Odense University Hospital, Odense, Denmark
| | - Sofie Lock Johansson
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Respiratory Medicine, Odense University Hospital, Odense, Denmark
| | - Vasiliki Panou
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Respiratory Medicine, Odense University Hospital, Odense, Denmark
| | - Ida Ransby Schneider
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Cardiology, Odense University Hospital, Odense, Denmark
| | - Charlotte Gjørup Pedersen
- Steno Diabetes Centre Aarhus, Aarhus University Hospital, Aarhus, Denmark
- Department of Public Health, Aarhus University, Aarhus, Denmark
| | - Jonas Dahl Andersen
- Steno Diabetes Centre Northern Jutland, Aalborg University Hospital, Aalborg, Denmark
- Department of Health Science and Technology, Aalborg University, Aalborg, Denmark
| | - Jørgen Hangaard
- Steno Diabetes Centre Odense, Odense University Hospital, 5000, Odense, Denmark
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Ann-Dorthe Olsen Zwisler
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark
- Department of Cardiology, Odense University Hospital, Odense, Denmark
- REHPA, The Danish Knowledge Centre for Rehabilitation and Palliative Care, Odense University Hospital, Nyborg, Denmark
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3
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Vomhof M, Boersma AC, Hertroijs DFL, Kaltheuner M, Krichbaum M, Kulzer B, Icks A, Hiligsmann M. Preferences of people with diabetes for diabetes care in Germany: a discrete choice experiment. Expert Rev Pharmacoecon Outcomes Res 2024. [PMID: 38874180 DOI: 10.1080/14737167.2024.2369293] [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: 06/13/2023] [Accepted: 05/28/2024] [Indexed: 06/15/2024]
Abstract
OBJECTIVES The objective of this study is to elicit health care preferences of people with diabetes and identify classes of people with different preferences. METHODS A discrete choice experiment was conducted among people with diabetes in Germany comprising attributes of role division in daily diabetes care planning, type of lifestyle education, support for correct medication intake, consultation frequency, emotional support, and time spent on self-management. A conditional logit model and a latent class model were used to elicit preferences toward diabetes care and analyze preference heterogeneity. RESULTS A total of 76 people with diabetes, recruited in two specialized diabetes care centers in Germany (mean age 51.9 years, 37.3% women, 49.1% type 2 diabetes mellitus, 50.9% type 1 diabetes mellitus), completed the discrete choice experiment. The most important attributes were consultation frequency, division in daily diabetes care planning, and correct medication intake. The latent class model detected preference heterogeneity by identifying two latent classes which differ mainly with respect to lifestyle education and medication intake. CONCLUSION While the majority of people with diabetes showed preferences in line with current health care provision in Germany, a relevant subgroup wished to strengthen lifestyle education and medication intake support with an aid or website.
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Affiliation(s)
- Markus Vomhof
- German Center for Diabetes Research, München-Neuherberg, Germany
| | - Anna C Boersma
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
| | - Dorijn F L Hertroijs
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
| | | | - Michael Krichbaum
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Diabetes Center Mergentheim, Bad Mergentheim, Germany
| | - Bernhard Kulzer
- Research Institute Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Diabetes Center Mergentheim, Bad Mergentheim, Germany
- Department of Clinical Psychology, University of Bamberg, Bamberg, Germany
| | - Andrea Icks
- German Center for Diabetes Research, München-Neuherberg, Germany
- Institute for Health Services Research and Health Economics, Centre for Health and Society, Faculty of Medicine, Heinrich Heine University, Germany
- Institute for Health Services Research and Health Economics, German Diabetes Center at Heinrich-Heine University Düsseldorf, Düsseldorf, Germany
| | - Mickael Hiligsmann
- Department of Health Services Research, CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
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Short E, Selig JP, Felix HC, Painter J, McElfish PA, Rowland B, Ammerman AS, Bounds K, Henske J, Hudson JS, Li J, Young SG, Long CR. Healthy food delivery for type 2 diabetes management in rural clinics' patients: A comparative effectiveness randomized controlled trial protocol. Contemp Clin Trials 2024; 140:107491. [PMID: 38458560 PMCID: PMC11065573 DOI: 10.1016/j.cct.2024.107491] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2023] [Revised: 01/29/2024] [Accepted: 03/05/2024] [Indexed: 03/10/2024]
Abstract
BACKGROUND Rural populations experience a higher prevalence of both food insecurity and type 2 diabetes mellitus (T2DM) than metropolitan populations and face many challenges in accessing resources essential to optimal T2DM self-management. This study aims to address these challenges by delivering a T2DM-appropriate food box and recipes directly to rural participants' homes. METHODS This is a comparative effectiveness randomized controlled trial including 400 English- or Spanish-speaking rural adult participants with T2DM (HbA1c ≥6.5%) experiencing food insecurity. Participants are randomly assigned to a 3-month Healthy Food Delivery Intervention (HFDI) plus one 60-min virtual consultation with a diabetes educator or consultation only. The HFDI includes a weekly food box delivery with recipes. Data are collected at pre-intervention, 3-months (post-intervention), 9-months, and 15-months. The primary outcome is change in HbA1c, with secondary measures including diet quality (Healthy Eating Index-2015, calculated from one 24-h dietary recall at each data collection time point), cardio-metabolic risk factors (i.e., blood pressure, lipids, body mass index, glucose), and patient-centered outcomes (e.g., T2DM self-efficacy, T2DM-related distress). Process evaluation data (e.g., successful food box deliveries, diabetes educator consultation attendance, intervention satisfaction) are collected during and post-intervention (3-months). A cost-effectiveness analysis based on traditional cost per quality-adjusted life year gain thresholds will be conducted to estimate the incremental cost-effectiveness between HFDI plus consultation and consultation alone. CONCLUSION Findings from this study will provide evidence regarding the effectiveness of an intervention that promotes participant adherence and improves access to healthy food. CLINICAL TRIAL REGISTRATION NCT04876053.
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Affiliation(s)
- Eliza Short
- Gretchen Swanson Center for Nutrition, 14301 FNB Parkway, Suite 100, Omaha, NE 68154, USA
| | - James P Selig
- Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences Northwest, 2708 S. 48(th) St., Springdale, AR 72762, USA
| | - Holly C Felix
- Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR 72205, USA
| | - Jacob Painter
- College of Pharmacy, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR 72205, USA
| | - Pearl A McElfish
- College of Medicine, University of Arkansas for Medical Sciences Northwest, 2708 S. 48(th) St., Springdale, AR 72762, USA.
| | - Brett Rowland
- Office of Community Health and Research, University of Arkansas for Medical Sciences Northwest, 2708 S. 48(th) St., Springdale, AR 72762, USA
| | - Alice S Ammerman
- Center for Health Promotion and Disease Prevention, University of North Carolina at Chapel Hill, 1700 MLK, Chapel Hill, NC 27599, USA
| | - Kelsey Bounds
- Office of Community Health and Research, University of Arkansas for Medical Sciences Northwest, 2708 S. 48(th) St., Springdale, AR 72762, USA
| | - Joseph Henske
- College of Medicine, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR 72205, USA
| | - Jonell S Hudson
- College of Pharmacy, University of Arkansas for Medical Sciences Northwest, 1125 N. College Ave., Fayetteville, AR 72703, USA
| | - Ji Li
- Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences Northwest, 2708 S. 48(th) St., Springdale, AR 72762, USA
| | - Sean G Young
- Peter O'Donnell Jr. School of Public Health, University of Texas Southwestern Medical Center, 5323 Harry Hines Blvd., Dallas, TX 75390, USA
| | - Christopher R Long
- Gretchen Swanson Center for Nutrition, 14301 FNB Parkway, Suite 100, Omaha, NE 68154, USA
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Embaye J, Hennekes M, Snoek F, de Wit M. Psychometric properties of the Diabetes Eating Problem Survey-Revised among Dutch adults with type 1 diabetes and implications for clinical use. Diabet Med 2024; 41:e15313. [PMID: 38439144 DOI: 10.1111/dme.15313] [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: 11/10/2023] [Revised: 02/02/2024] [Accepted: 02/21/2024] [Indexed: 03/06/2024]
Abstract
AIMS Disordered eating behaviour (DEB) in people with type 1 diabetes (T1D) can be screened with the Diabetes Eating Problem Survey-Revised (DEPS-R). This study aimed to investigate the psychometric properties of the DEPS-R among Dutch adults with T1D and to explore the individual items alongside the standard cut-off score of ≥20 for clinical use. METHODS The construct validity of the DEPS-R was assessed with an exploratory factor analysis, through principal axis factoring and with Spearman correlations between clinical variables and the DEPS-R. Backward logistic regression identified clinical predictors for DEPS-R scores above the cut-off. DEPS-R item responses were summarized with frequencies, means and standard deviations. RESULTS Participants were 145 adults with T1D, of whom 79.3% were women and 35.9% presented with DEB based on the cut-off. A single-factor solution of the DEPS-R showed good internal consistency, while a three-factor solution showed acceptable to good internal consistency within the factors. A younger age, a higher BMI and more diabetes distress were predictors for a DEPS-R cut-off score of ≥20. Clinically relevant items were identified that contributed minimally to the DEPS-R score. CONCLUSIONS This study supports a single-factor and a three-factor structure of the DEPS-R while also suggesting an item-specific or factor-specific approach in clinical practice.
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Affiliation(s)
- Jiska Embaye
- Departmant of Medical Psychology, Amsterdam UMC, Vrije Universiteit Amsterdam, Medical Psychology, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Mareille Hennekes
- Departmant of Medical Psychology, Amsterdam UMC, Vrije Universiteit Amsterdam, Medical Psychology, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Frank Snoek
- Departmant of Medical Psychology, Amsterdam UMC, Vrije Universiteit Amsterdam, Medical Psychology, Amsterdam Public Health, Amsterdam, The Netherlands
| | - Maartje de Wit
- Departmant of Medical Psychology, Amsterdam UMC, Vrije Universiteit Amsterdam, Medical Psychology, Amsterdam Public Health, Amsterdam, The Netherlands
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Sun X, Shi Y, Wang X, Zhou R, Deng W. Diabetes-related stress in older adults with type 2 diabetes and chronic complication: Multiple effects of social-ecological support on self-management behavior. Medicine (Baltimore) 2024; 103:e37951. [PMID: 38669401 PMCID: PMC11049685 DOI: 10.1097/md.0000000000037951] [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: 01/26/2024] [Accepted: 03/29/2024] [Indexed: 04/28/2024] Open
Abstract
This study aims to explore the relationship among diabetes-related distress, social-ecological support, and self-management behavior in older adults with type 2 diabetes mellitus (T2DM) and chronic complications. This cross-sectional study included older adults with T2DM in Shanghai, China, between January and July 2022. The problem areas in diabetes scale (PAID), the chronic illness resource survey (CIRS), and the diabetes self-management behavior for older (DSMB-O) were employed. A total of 264 participants (157 [59.47%] males, aged 71.07 ± 6.47 years) were included; their T2DM duration ranged from 5 to 30 years, with an average of 11.19 ± 6.96 years. The DSMB-O scores were negatively correlated with the PAID scores and positively correlated with CIRS scores. The CIRS scores were negatively correlated with the PAID scores. CIRS had a positive direct effect on DSMB-O, and CIRS had an indirect effect on DSMB-O through PAID. CIRS had a total effect on DSMB-O through PAID. The mediating effect made up 28.89% of the total effect. In older adults with T2DM and chronic complications, chronic illness resources were correlated with diabetes-related distress and self-management behavior. Chronic illness resources had both a direct effect on self-management behavior and an indirect effect through diabetes-related distress.
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Affiliation(s)
- Xiao Sun
- Nursing Department, Shanghai Fourth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Yan Shi
- Department of Nursing, Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xue Wang
- Department of Emergency, Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Rongrong Zhou
- School of Medicine, Tongji University, Shanghai, China
| | - Wei Deng
- Department of Colorectal Disease, Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
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Søjbjerg A, Mygind A, Rasmussen SE, Christensen B, Pedersen AF, Maindal HT, Burau V, Christensen KS. Improving mental health in chronic care in general practice: study protocol for a cluster-randomised controlled trial of the Healthy Mind intervention. Trials 2024; 25:277. [PMID: 38654329 PMCID: PMC11036681 DOI: 10.1186/s13063-024-08115-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 04/12/2024] [Indexed: 04/25/2024] Open
Abstract
BACKGROUND Mental health issues are common among patients with chronic physical conditions, affecting approximately one in five patients. Poor mental health is associated with worse disease outcomes and increased mortality. Problem-solving therapy (PST) may be a suitable treatment for targeting poor mental health in these patients. This study protocol describes a randomised controlled trial of the Healthy Mind intervention, a general practice-based intervention offering PST to patients with type 2 diabetes and/or ischaemic heart disease and poor mental well-being. METHODS A stepped-wedge cluster-randomised controlled trial with 1-year follow-up will be conducted in Danish general practice. At the annual chronic care consultation, patients with type 2 diabetes and/or chronic ischaemic heart disease will be screened for poor mental well-being. Patients in the control group will be offered usual care while patients in the intervention group will be offered treatment with PST provided by general practitioners (GPs) or general practice staff, such as nurses, who will undergo a 2-day PST course before transitioning from the control to the intervention group. The primary outcome is change in depressive symptoms after 6 and 12 months. Secondary outcomes include change in mental well-being, anxiety, and diabetes distress (patients with type 2 diabetes) after 6 and 12 months as well as change in total cholesterol levels, low-density lipoprotein (LDL) levels, and blood glucose levels (patients with diabetes) after 12 months. Process outcomes include measures of implementation and mechanisms of impact. We aim to include a total of 188 patients, corresponding to approximately 14 average-sized general practices. DISCUSSION The Healthy Mind trial investigates the impact of PST treatment for patients with chronic disease and poor mental well-being in general practice. This will be the first randomised controlled trial determining the effect of PST treatment for patients with chronic diseases in general practice. The results of this study will provide relevant insights to aid GPs, and general practice staff manage patients with poor mental well-being. TRIAL REGISTRATION ClinicalTrials.gov NCT05611112. Registered on October 28, 2022.
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Affiliation(s)
- Anne Søjbjerg
- Research Unit for General Practice, Bartholins Allé 2, 8000, Aarhus C, Denmark.
- Department of Public Health, Aarhus University, Bartholins Allé 2, 8000, Aarhus C, Denmark.
| | - Anna Mygind
- Research Unit for General Practice, Bartholins Allé 2, 8000, Aarhus C, Denmark
| | - Stinne Eika Rasmussen
- Research Unit for General Practice, Bartholins Allé 2, 8000, Aarhus C, Denmark
- Department of Public Health, Aarhus University, Bartholins Allé 2, 8000, Aarhus C, Denmark
| | - Bo Christensen
- Research Unit for General Practice, Bartholins Allé 2, 8000, Aarhus C, Denmark
- Department of Public Health, Aarhus University, Bartholins Allé 2, 8000, Aarhus C, Denmark
| | - Anette Fischer Pedersen
- Research Unit for General Practice, Bartholins Allé 2, 8000, Aarhus C, Denmark
- Department of Clinical Medicine, Aarhus University, Palle Juul-Jensens Boulevard 99, 8200, Aarhus N, Denmark
| | | | - Viola Burau
- Department of Public Health, Aarhus University, Bartholins Allé 2, 8000, Aarhus C, Denmark
| | - Kaj Sparle Christensen
- Research Unit for General Practice, Bartholins Allé 2, 8000, Aarhus C, Denmark
- Department of Public Health, Aarhus University, Bartholins Allé 2, 8000, Aarhus C, Denmark
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Rodríguez-Muñoz A, Picón-César MJ, Tinahones FJ, Martínez-Montoro JI. Type 1 diabetes-related distress: Current implications in care. Eur J Intern Med 2024:S0953-6205(24)00136-5. [PMID: 38609810 DOI: 10.1016/j.ejim.2024.03.030] [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: 09/19/2023] [Revised: 03/18/2024] [Accepted: 03/25/2024] [Indexed: 04/14/2024]
Abstract
Type 1 diabetes (T1D) is a complex chronic disease associated with major health and economic consequences, also involving important issues in the psychosocial sphere. In this regard, T1D-related distress, defined as the emotional burden of living with T1D, has emerged as a specific entity related to the disease. Diabetes distress (DD) is an overlooked but prevalent condition in people living with T1D, and has significant implications in both glycemic control and mental health in this population. Although overlapping symptoms may be found between DD and mental health disorders, specific approaches should be performed for the diagnosis of this problem. In recent years, different DD-targeted interventions have been postulated, including behavioral and psychosocial strategies. Moreover, new technologies in this field may be helpful to address DD in people living with T1D. In this article, we summarize the current knowledge on T1D-related distress, and we also discuss the current approaches and future perspectives in its management.
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Affiliation(s)
- Alba Rodríguez-Muñoz
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain
| | - María José Picón-César
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Francisco J Tinahones
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain; Faculty of Medicine, University of Málaga, Málaga, Spain
| | - José Ignacio Martínez-Montoro
- Department of Endocrinology and Nutrition, Virgen de la Victoria University Hospital, Málaga, Spain; Instituto de Investigación Biomédica de Málaga (IBIMA)-Plataforma Bionand, Málaga, Spain; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain; Faculty of Medicine, University of Málaga, Málaga, Spain.
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9
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Luo D, Cai X, Wang H, Wang Y, Xu J. The role of peer social relationships in psychological distress and quality of life among adolescents with type 1 diabetes mellitus: a longitudinal study. BMC Psychiatry 2024; 24:270. [PMID: 38605327 PMCID: PMC11010305 DOI: 10.1186/s12888-024-05692-5] [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: 06/21/2023] [Accepted: 03/18/2024] [Indexed: 04/13/2024] Open
Abstract
BACKGROUND Adolescents with type 1 diabetes mellitus suffer from diabetes distress and poor health-related quality of life (HRQOL) since living with the condition that differentiates them from their peers. The present study investigated the effects of peer support and stress on diabetes distress and HRQOL and whether positive coping mediated the effects. METHODS We used a prospective study design. A total of 201 adolescents with type 1 diabetes mellitus from 20 cities in 4 provinces were recruited.Participants complete two separate surveys at approximately 18-month intervals. The scales employed at both Time 1 and Time 2 included the Diabetes-Specific Peer Support Measure, Diabetes Stress Questionnaire for Youths, Simplified Coping Style Questionnaire, 5-item Problem Areas in Diabetes Scale, and the Diabetes Quality of Life for Youth scale. RESULTS Baseline peer stress directly predicted diabetes distress and HRQOL at 18 months, even controlling for age, gender, and peer support. However, the direct effect of baseline peer support on 18-month diabetes distress and HRQOL was insignificant. Baseline peer support indirectly affected diabetes distress and HRQOL at 18 months through positive coping, indicating that positive coping plays a mediating role. CONCLUSION The findings suggest that peer social relationships, especially peer stress, and positive coping are promising intervention targets for adolescents facing challenges in psychosocial adaptation.
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Affiliation(s)
- Dan Luo
- School of Nursing, Nanjing University of Chinese Medicine, Jiangsu Province, Nanjing, China.
| | - Xue Cai
- Nursing Department, Zhongda Hospital, Southeast University, Nanjing, China
| | - Hong Wang
- Department of Endocrinology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China
| | - Yubing Wang
- Department of Endocrinology, Children's Hospital of Nanjing Medical University, Nanjing, China
| | - Jingjing Xu
- Department of Nursing, The First Affiliated Hospital with Nanjing Medical University, Nanjing, China.
- School of Public Health, Nanjing Medical University, Nanjing, China.
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10
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Altıkardeş DK, Nefs G, Hacışahinoğulları H, Smeets T, Pouwer F. Reliability and validity of the Turkish version of the problem areas in diabetes (PAID) survey: Results from diabetes MILES - Turkey. Prim Care Diabetes 2024; 18:218-223. [PMID: 38220557 DOI: 10.1016/j.pcd.2024.01.001] [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: 08/01/2023] [Revised: 12/24/2023] [Accepted: 01/02/2024] [Indexed: 01/16/2024]
Abstract
BACKGROUND AND AIMS To 1) assess the reliability and validity of the Turkish version of the Problem Areas in Diabetes (PAID), PAID-5 and PAID-1 survey among Turkish adults with type 1 or type 2 diabetes, 2) estimate the level of elevated diabetes-specific distress (DD), and 3) determine the demographic and clinical correlates of DD-symptom severity. METHODS AND RESULTS From 2017-2019, 252 adults with type 1(n = 80) (T1DM) or type 2 diabetes (n = 172) (T2DM) self-reported demographic factors, DD(PAID) and related psychological and clinical questionnaires. We examined PAID internal consistency, structural and convergent validity. Associations of measures with DD were explored with hierarchical linear regression analysis. PCA yielded a 3-factor solution for PAID-20 and a 2-factor solution for PAID-5. Cronbach's α for PAID/PAID-5 subscales ranged from 0.63-0.90. All PAID versions correlated most strongly to BIPQ and HFS. The prevalence of elevated distress (PAID-20 ≥33) was 40% in T1DM and 15% in T2DM. DD severity was significantly positively associated (p < 0.01) with more negative diabetes perceptions (BIPQ) and type 1 diabetes. CONCLUSIONS The Turkish translation of the PAID and its short forms appeared to have satisfactory psychometric properties. Elevated diabetes distress was more common in T1DM.
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Affiliation(s)
- Dilara Karşıdağ Altıkardeş
- Department of Medical and Clinical Psychology, Tilburg University, Center of Research on Psychological disorders and Somatic diseases (CoRPS), Tilburg, the Netherlands
| | - Giesje Nefs
- Department of Medical and Clinical Psychology, Tilburg University, Center of Research on Psychological disorders and Somatic diseases (CoRPS), Tilburg, the Netherlands; Radboud university medical center, Radboud Institute for Health Sciences, Department of Medical Psychology, Nijmegen, the Netherlands; National treatment and research center for children, adolescents and adults with type 1 diabetes, Diabeter, Rotterdam, the Netherlands.
| | | | - Tom Smeets
- Department of Medical and Clinical Psychology, Tilburg University, Center of Research on Psychological disorders and Somatic diseases (CoRPS), Tilburg, the Netherlands
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark; Steno Diabetes Center Odense, Odense, Denmark
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11
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Trief PM, Wen H, Burke B, Uschner D, Anderson BJ, Liu X, Bulger J, Weinstock RS. Psychosocial Factors and Glycemic Control in Young Adults With Youth-Onset Type 2 Diabetes. JAMA Netw Open 2024; 7:e245620. [PMID: 38587841 PMCID: PMC11002701 DOI: 10.1001/jamanetworkopen.2024.5620] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 02/12/2024] [Indexed: 04/09/2024] Open
Abstract
Importance Youth-onset type 2 diabetes is associated with poor glycemic control and early onset of complications. Identification of psychosocial factors associated with poor glycemic control is needed to inform efficacious interventions. Objective To identify psychosocial factors associated with glycated hemoglobin (HbA1c) levels in young adults with youth-onset type 2 diabetes. Design, Setting, and Participants For the iCount cohort study, HbA1c levels were measured twice (at baseline [T1] and at 1 year [T2]) during the last years (2017-2019) of the observational phase of the multicenter Treatment Options for Type 2 Diabetes in Adolescents and Youth (TODAY2) study. Participants were young adults who had been diagnosed with type 2 diabetes during childhood or adolescence. Data were analyzed from December 2021 to September 2023. Main Outcomes and Measures Glycemic control was examined categorically (high [≥8.0%] vs low [<8.0%] HbA1c), continuously (HbA1c level), and over time (change in HbA1c: decreased ≥0.5%, remained stable, or increased ≥0.5%). Psychosocial measures included beliefs about medicines, depression and anxiety symptoms, diabetes distress, diabetes self-efficacy, self-management support, and unmet material needs. Multivariable logistic and linear regression models evaluated the association of each psychosocial factor with the probability of T2 HbA1c of 8.0% or greater, T2 HbA1c level, and change in HbA1c. Results Of the 411 TODAY2 participants approached, 381 enrolled in the iCount study, and 348 with T1 and T2 HbA1c data comprised the analysis group. The 348 participants had a mean (SD) age of 26.1 (2.5) years and a mean (SD) HbA1c of 9.4% (2.8%). Most participants (229 [65.8%]) were women. In adjusted multivariable regressions, greater beliefs that diabetes medicines are necessary (odds ratio [OR], 1.19 [95% CI, 1.03-1.37]; P = .02), concerns about medicines (OR, 1.20 [95% CI, 1.00-1.45]; P = .049), diabetes distress (OR, 1.08 [95% CI, 1.02-1.15]; P = .006), and high distress (OR, 2.18 [95% CI, 1.15-4.13]; P = .02) increased the odds of high HbA1c at T2. Greater support (OR, 0.67 [95% CI, 0.46-0.97]; P = .04) and diabetes self-efficacy (OR, 0.91 [95% CI, 0.84-0.99]; P = .02) decreased the odds of high HbA1c at T2. Diabetes distress was associated with higher HbA1c level at T2 (coefficient, 0.08 [95% CI, 0.02-0.13]; P = .01). Beliefs that diabetes medicines are necessary (OR, 1.20 [95% CI, 1.03-1.39]; P = .02) and concerns about medicines (OR, 1.22 [95% CI, 1.00-1.47]; P = .048) increased the odds of an HbA1c decrease of at least 0.5% over 1 year. Conclusions and Relevance In this cohort study of young adults with youth-onset type 2 diabetes, beliefs about medicines, high diabetes distress, low diabetes self-efficacy, and self-management support were associated with high HbA1c over time. Future research should assess whether interventions that address these factors result in improved glycemic control in this at-risk group.
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Affiliation(s)
- Paula M. Trief
- Department of Psychiatry and Behavioral Sciences, State University of New York Upstate Medical University, Syracuse
| | - Hui Wen
- Biostatistics Center, George Washington University, Rockville, Maryland
| | - Brian Burke
- Biostatistics Center, George Washington University, Rockville, Maryland
| | - Diane Uschner
- Biostatistics Center, George Washington University, Rockville, Maryland
| | - Barbara J. Anderson
- Department of Pediatrics-Psychology, Baylor College of Medicine, Houston, Texas
| | - Xun Liu
- Biostatistics Center, George Washington University, Rockville, Maryland
| | - Jane Bulger
- Department of Medicine, State University of New York Upstate Medical University, Syracuse
| | - Ruth S. Weinstock
- Department of Medicine, State University of New York Upstate Medical University, Syracuse
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12
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Barnard-Kelly K, Thienel F, Mader JK, Oliver N, Franek E, Vesper I, Dagenbach N, Vogt G, Etter T, Künsting T. A Three-Arm Randomized Controlled Study Comparing Patient-Reported Outcomes in People With Type 1 Diabetes Using Continuous Subcutaneous Insulin Infusion or Multiple Daily Injections. J Diabetes Sci Technol 2024:19322968241234055. [PMID: 38456441 DOI: 10.1177/19322968241234055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/09/2024]
Abstract
BACKGROUND The aim of this study was to compare patient-reported outcomes (PROs) in people with type 1 diabetes using either continuous subcutaneous insulin infusion (CSII) with two different insulin patch pumps or multiple daily injections (MDIs). MATERIALS AND METHODS In this randomized three-arm study, people with type 1 diabetes on MDI therapy were included and used either MDI, the Accu-Chek Solo micropump system (Solo) or Omnipod for 26 weeks. From weeks 26 to 39, all participants used CSII with Solo. Patient-reported outcomes were assessed using the diabetes technology questionnaire (DTQ); in addition, HbA1c values were measured. RESULTS Overall, 181 participants were randomized (61 MDI arm, 62 Solo arm, 58 Omnipod arm) and 142 completed the study. After 26 weeks in the study, the DTQ "change" score in the Solo group (105.9 [100.6-111.2]; baseline-adjusted mean [95% confidence interval]) was significantly higher than in the MDI group (94.8 [89.6-100.0]) (P = .001). The comparison between the Solo group (105.1 [99.1-111.1]) and the Omnipod group (108.7 [103.1-114.4]) showed no significant differences (P = .382). HbA1c increased by 0.2% ± 0.7% in the MDI group and decreased in both pump groups (Solo group -0.2% ± 0.8% and Omnipod group -0.1% ± 0.8%). Differences in HbA1c between the Solo group and the MDI group were significant (P = .009), but not between the Solo group and the Omnipod group (P = .896). CONCLUSIONS This study showed that switching from MDI to CSII improves both psychosocial well-being and physiological outcomes. Furthermore, there were no substantial differences between the established and the recently released patch pump. Trial registration at www.clinicaltrials.gov is NCT03478969.
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Affiliation(s)
| | - Florian Thienel
- Christliches Krankenhaus Quakenbrück GmbH, Quakenbrück, Germany
| | - Julia K Mader
- Division of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria
| | - Nick Oliver
- Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK
| | - Edward Franek
- Central Clinical Hospital of the MSWiA in Warsaw, Warsaw, Poland
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13
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Vickery KD, Gelberg L, Hyson AR, Strother E, Carter J, Oranday Perez O, Franco M, Kavistan S, Gust S, Adair E, Anderson-Campbell A, Brito L, Butler A, Robinson T, Connett J, Evans MD, Emmons KM, Comulada WS, Busch AM. Pilot trial results of D-HOMES: a behavioral-activation based intervention for diabetes medication adherence and psychological wellness among people who have been homeless. Front Psychiatry 2024; 15:1329138. [PMID: 38487573 PMCID: PMC10937567 DOI: 10.3389/fpsyt.2024.1329138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2023] [Accepted: 02/15/2024] [Indexed: 03/17/2024] Open
Abstract
Introduction People living with type 2 diabetes who experience homelessness face a myriad of barriers to engaging in diabetes self-care behaviors that lead to premature complications and death. This is exacerbated by high rates of comorbid mental illness, substance use disorder, and other physical health problems. Despite strong evidence to support lay health coach and behavioral activation, little research has effectively engaged people living with type 2 diabetes who had experienced homelessness (DH). Methods We used community engaged research and incremental behavioral treatment development to design the Diabetes HOmeless MEdication Support (D-HOMES) program, a one-on-one, 3 month, coaching intervention to improve medication adherence and psychological wellness for DH. We present results of our pilot randomized trial (with baseline, 3 mo., 6 mo. assessments) comparing D-HOMES to enhanced usual care (EUC; brief diabetes education session and routine care; NCT05258630). Participants were English-speaking adults with type 2 diabetes, current/recent (<24 mo.) homelessness, and an HbA1c‗7.5%. We focused on feasibility (recruitment, retention, engagement) and acceptability (Client Satisfaction Questionnaire, CSQ-8). Our primary clinical outcome was glycemic control (HbA1c) and primary behavioral outcome was medication adherence. Secondary outcomes included psychological wellness and diabetes self-care. Results Thirty-six eligible participants enrolled, 18 in each arm. Most participants identified as Black males, had high rates of co-morbidities, and lived in subsidized housing. We retained 100% of participants at 3-months, and 94% at 6-months. Participants reported high satisfaction (mean CSQ-8 scores=28.64 [SD 3.94] of 32). HbA1c reduced to clinically significant levels in both groups, but we found no between group differences. Mean blood pressure improved more in D-HOMES than EUC between baseline and 6 mo. with between group mean differences of systolic -19.5 mmHg (p=0.030) and diastolic blood pressure -11.1 mmHg (p=0.049). We found no significant between group differences in other secondary outcomes. Conclusion We effectively recruited and retained DH over 6 months. Data support that the D-HOMES intervention was acceptable and feasible. We observe preliminary blood pressure improvement favoring D-HOMES that were statistically and clinically significant. D-HOMES warrants testing in a fully powered trial which could inform future high quality behavioral trials to promote health equity. Clinical trial registration https://clinicaltrials.gov/study/NCT05258630?term=D-HOMES&rank=1, identifier NCT05258630.
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Affiliation(s)
- Katherine Diaz Vickery
- The Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, MN, United States
- Department of Medicine, Hennepin Healthcare, Minneapolis, MN, United States
- The Quorum for Community Engaged Wellness Research, Minneapolis, MN, United States
- Department of Medicine, University of Minnesota, Minneapolis, MN, United States
| | - Lillian Gelberg
- David Geffen School of Medicine at UCLA, Los Angeles, CA, United States
- UCLA Fielding School of Public Health, Los Angeles, CA, United States
| | - Audrey Rose Hyson
- The Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, MN, United States
- The Quorum for Community Engaged Wellness Research, Minneapolis, MN, United States
| | - Ella Strother
- The Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, MN, United States
- The Quorum for Community Engaged Wellness Research, Minneapolis, MN, United States
| | - Jill Carter
- Department of Medicine, Hennepin Healthcare, Minneapolis, MN, United States
| | - Oscar Oranday Perez
- The Behavioral Health Equity Research Group, Hennepin Healthcare Research Institute, Minneapolis, MN, United States
| | - Moncies Franco
- The Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, MN, United States
- The Quorum for Community Engaged Wellness Research, Minneapolis, MN, United States
| | - Silvio Kavistan
- The Health, Homelessness, and Criminal Justice Lab, Hennepin Healthcare Research Institute, Minneapolis, MN, United States
- The Quorum for Community Engaged Wellness Research, Minneapolis, MN, United States
| | - Susan Gust
- The Quorum for Community Engaged Wellness Research, Minneapolis, MN, United States
| | - Edward Adair
- The Quorum for Community Engaged Wellness Research, Minneapolis, MN, United States
| | | | - Lelis Brito
- The Quorum for Community Engaged Wellness Research, Minneapolis, MN, United States
| | - Annette Butler
- The Quorum for Community Engaged Wellness Research, Minneapolis, MN, United States
| | - Tahiti Robinson
- The Quorum for Community Engaged Wellness Research, Minneapolis, MN, United States
| | - John Connett
- School of Public Health, University of Minnesota, Minneapolis, MN, United States
| | - Michael D. Evans
- Clinical and Translational Science Institute, University of Minnesota, Minneapolis, MN, United States
| | - Karen M. Emmons
- Department of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States
| | - W. Scott Comulada
- David Geffen School of Medicine at UCLA, Los Angeles, CA, United States
- UCLA Fielding School of Public Health, Los Angeles, CA, United States
| | - Andrew M. Busch
- Department of Medicine, Hennepin Healthcare, Minneapolis, MN, United States
- Department of Medicine, University of Minnesota, Minneapolis, MN, United States
- The Behavioral Health Equity Research Group, Hennepin Healthcare Research Institute, Minneapolis, MN, United States
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14
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O'Connor MJ, Ding X, Hernandez C, Hubacz L, Church RJ, O'Connor L. A Pilot Trial of Continuous Glucose Monitoring Upon Emergency Department Discharge Among People With Diabetes Mellitus. Endocr Pract 2024; 30:122-127. [PMID: 37952581 DOI: 10.1016/j.eprac.2023.11.001] [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: 08/28/2023] [Revised: 10/12/2023] [Accepted: 11/03/2023] [Indexed: 11/14/2023]
Abstract
OBJECTIVE People with diabetes mellitus, particularly those with limited access to longitudinal care, frequently present to the emergency department (ED). Continuous glucose monitoring (CGM) has been shown to improve outcomes in ambulatory settings, so we hypothesized that it would be beneficial if initiated upon ED discharge. METHODS We randomized adults with diabetes who were seen in the ED for hypo- or hyperglycemia to either 14 days of flash CGM or care coordination alone. All participants were scheduled to follow up in our diabetes specialty clinic. Outcomes included clinic attendance, the 3-month change in hemoglobin A1c, and repeat ED utilization. RESULTS We recruited 30 participants, including 13 with newly diagnosed diabetes. All but one (97%) had type 2 diabetes. We found no significant difference between the CGM (n = 16) and control (n = 14) groups in terms of clinic attendance (75 vs 64%, P = .61) or repeat ED utilization (31 vs 50%, P = .35), although our power was low. The absolute reduction in A1c was greater in the CGM group (5.2 vs 2.4%, P = .08). Among newly diagnosed participants for whom we had data, 7 out of 7 in the CGM group had a follow-up A1c under 7% compared to 1 out of 3 in the control group (P = .03). Over 90% of patients and providers found the CGM useful. CONCLUSIONS Our data demonstrate the feasibility of starting CGM in the ED, a valuable setting for engaging difficult-to-reach patients. Our pilot study was limited by its small sample size, however, as recruitment in the ED can be challenging.
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Affiliation(s)
- Mark J O'Connor
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts.
| | - Xinyi Ding
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Camila Hernandez
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Lisa Hubacz
- Department of Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Richard J Church
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts
| | - Laurel O'Connor
- Department of Emergency Medicine, University of Massachusetts Chan Medical School, Worcester, Massachusetts
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15
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Pereira CS, Santiago LM, Rosendo Silva I, Ferreira P. Validation and Cultural Adaptation of the Problem Areas in Diabetes-5 (PAID-5) Scale to European Portuguese. ACTA MEDICA PORT 2024; 37:36-41. [PMID: 37498193 DOI: 10.20344/amp.18995] [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: 01/20/2023] [Accepted: 05/26/2023] [Indexed: 07/28/2023]
Abstract
INTRODUCTION Diabetes distress syndrome (DDS) can lead to poor outcomes and should be assessed with adapted and validated tools. One of these tools is the Problem Areas in Diabetes (PAID) scale, which assesses diabetes distress in people suffering from diabetes (PsD). A short five-item form, PAID-5, is an easier and quicker alternative to be used in clinical and research practices, than the previous one with 20-items and has been validated by the original authors. This study intended to perform the cultural adaptation and validation of the PAID-5 scale in European Portuguese. METHODS To create the Portuguese version of PAID-5, translation-back translation, a clinical review, and a cognitive debriefing panel were performed. A convenience sample of 90 PsD was studied in three primary healthcare units for reliability and validity tests. Reliability was studied by the internal consistency (Cronbach's alpha) and the interval coefficient correlation (ICC) under a test-retest design. Structural validity was studied by principal component analysis. The construct validity was tested by the sensitivity of the PAID-5 total score with age, most recent HbA1c test, and socioeconomic class by the Socio-Economic Deprivation Index (SEDI). Criterion validity was tested by correlating the PAID-5 total score with the psychological distress questions of the Diabetes Health Profile 18 Questions (DHP-PDQ). RESULTS A Cronbach's alpha coefficient value of 0.905 and an ICC of 0.905 were computed. In a sample of n = 90 PsD, 55.6% were males, 63.3% aged 65 years or more, SEDI was 5.2 ± 0.8 [3 to 6], 44.4% studied for less than 4 years, and 18.9% were living alone. The Spearman correlation between PAID-5 and DHP-PDQ total scores was ρ = 0.382, p < 0.001, between PAID-5 total score and age was ρ = -0.207, p = 0.050 and between PAID-5 total score and most recent HbA1c knowledge was ρ = 0.275, p = 0.040. There was no significant relationship between PAID-5 total score and SEDI ρ = 0.080, p = 0.452. CONCLUSION DDS can now be assessed in the Portuguese context, accounting for better intervention by primary care teams. PAID-5 has good psychometric properties and is a reliable scale to identify diabetes-specific distress in the Portuguese diabetic population.
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Affiliation(s)
| | - Luiz Miguel Santiago
- Faculdade de Medicina. Universidade de Coimbra. Coimbra. & Centro de Estudos e Investigação em Saúde - CEISUC. Universidade de Coimbra. Coimbra. Portugal
| | - Inês Rosendo Silva
- Faculdade de Medicina. Universidade de Coimbra. Coimbra. & Unidade de Saúde Familiar Coimbra Centro. Agrupamento de Centros de Saúde Baixo Mondego. Coimbra. Portugal
| | - Pedro Ferreira
- Centro de Estudos e Investigação em Saúde - CEISUC. Universidade de Coimbra. Coimbra. Portugal
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Jiang T, Liu C, Jiang P, Cheng W, Sun X, Yuan J, Wang Q, Wang Y, Hong S, Shen H, Zhu D, Zhang Y, Dai F, Hang J, Li J, Hu H, Zhang Q. The Effect of Diabetes Management Shared Care Clinic on Glycated Hemoglobin A1c Compliance and Self-Management Abilities in Patients with Type 2 Diabetes Mellitus. Int J Clin Pract 2023; 2023:2493634. [PMID: 38187353 PMCID: PMC10771925 DOI: 10.1155/2023/2493634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Revised: 05/09/2023] [Accepted: 09/28/2023] [Indexed: 01/09/2024] Open
Abstract
Objective We aim to evaluate the impact of diabetes management shared care clinic (DMSCC) on glycated hemoglobin A1c (HbA1c) compliance and self-management abilities in patients with type 2 diabetes mellitus (T2DM). Methods This study was a prospective cohort study of patients with T2DM participating in the DMSCC. At baseline and after management, the HbA1c levels were measured, the HbA1c compliance rate were calculated, and the Summary of Diabetes Self-Care Activities-6 (SDSCA-6), Diabetes Empowerment Scale-DAWN Short Form (DES-DSF), and Problem Areas in Diabetes Scale-Five-item Short Form (PAID-5) were completed. These pre- and post-management data were compared. Results A total of 124 eligible patients were enrolled. After the diabetes management of DMSCC, the average HbA1c decreased and the HbA1c compliance rate increased significantly (P < 0.01). SDSCA-6 showed significant improvement in physical activity, glycemic monitoring, smoking (P < 0.01), and taking medication (P < 0.05). DES-DSF suggested a greater willingness to try to effectively treat diabetes (P < 0.05). PAID-5 indicated significant improvement in diabetes-related emotional distress. Conclusion DMSCC can help patients with T2DM reduce HbA1c, increase HbA1c compliance, improve diabetes self-management behaviors, empowerment, and diabetes-related emotional distress and serve as an effective exploration and practice of diabetes self-management education and support.
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Affiliation(s)
- Tian Jiang
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Chao Liu
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Ping Jiang
- Department of Outpatient Changjiang Road, The First Affiliated Hospital of Anhui Medical University, Hefei 230061, Anhui, China
| | - Wenjun Cheng
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Xiaohong Sun
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Jing Yuan
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Qiaoling Wang
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Yanlei Wang
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Shihui Hong
- Department of Outpatient Changjiang Road, The First Affiliated Hospital of Anhui Medical University, Hefei 230061, Anhui, China
| | - Haiyan Shen
- Department of Outpatient Changjiang Road, The First Affiliated Hospital of Anhui Medical University, Hefei 230061, Anhui, China
| | - Dongchun Zhu
- Department of Pharmacy, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Yi Zhang
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Fang Dai
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Jing Hang
- Beijing Health Technology Co., LTD, Beijing 100085, China
| | - Jiguo Li
- Beijing Health Technology Co., LTD, Beijing 100085, China
| | - Honglin Hu
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
| | - Qiu Zhang
- Department of Endocrinology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, Anhui, China
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Davis WA, Bruce DG, Davis TME, Starkstein SE. The Clinical Relevance of Diabetes Distress versus Major Depression in Type 2 Diabetes: A Latent Class Analysis from the Fremantle Diabetes Study Phase II. J Clin Med 2023; 12:7722. [PMID: 38137791 PMCID: PMC10743474 DOI: 10.3390/jcm12247722] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 12/09/2023] [Accepted: 12/14/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND The nosological position and clinical relevance of the concept of diabetes distress (DD) are uncertain. The aim of this study was to use latent class analysis (LCA) to categorise classes of people with type 2 diabetes and to compare their characteristics. METHODS Data from 662 participants in the longitudinal observational Fremantle Diabetes Study Phase II were analysed. LCA identified latent subgroups based on individual responses to the Patient Health Questionnaire-9, the Generalised Anxiety Disorder Scale, and the 5-item Problem Areas in Diabetes Scale. RESULTS Four classes were identified: Class 1 (65.7%, no symptoms), Class 2 (14.0%, DD), Class 3 (12.6%, subsyndromal depression (SSD)), and Class 4 (7.6%, major depression (MD)). Multinomial regression analysis with Class 1 as reference showed significant associations between the DD class and Southern European and Asian ethnic background, HbA1c, and BMI. The SSD class was significantly associated with HbA1c, cerebrovascular disease, and coronary heart disease (CHD). The MD class had significant associations with age (inversely), Southern European ethnic background, HbA1c, BMI, and CHD. In conclusion, LCA identified a pure DD group comprising 14.0% of participants. The only variable uniquely associated with the DD class was Asian ethnic background. CONCLUSION Although identification of DD may have some utility in assessing the psychological wellbeing of individuals with type 2 diabetes, it adds little to the assessment of depressive disorder and its significant clinical sequalae.
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Affiliation(s)
| | | | - Timothy M. E. Davis
- Medical School, The University of Western Australia, Fremantle Hospital, Alma Street, Fremantle, WA 6160, Australia; (W.A.D.); (D.G.B.); (S.E.S.)
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Nayak A, Vakili S, Nayak K, Nikolov M, Chiu M, Sosseinheimer P, Talamantes S, Testa S, Palanisamy S, Giri V, Schulman K. Use of Voice-Based Conversational Artificial Intelligence for Basal Insulin Prescription Management Among Patients With Type 2 Diabetes: A Randomized Clinical Trial. JAMA Netw Open 2023; 6:e2340232. [PMID: 38039007 PMCID: PMC10692866 DOI: 10.1001/jamanetworkopen.2023.40232] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Accepted: 09/17/2023] [Indexed: 12/02/2023] Open
Abstract
Importance Optimizing insulin therapy for patients with type 2 diabetes can be challenging given the need for frequent dose adjustments. Most patients receive suboptimal doses and do not achieve glycemic control. Objective To examine whether a voice-based conversational artificial intelligence (AI) application can help patients with type 2 diabetes titrate basal insulin at home to achieve rapid glycemic control. Design, Setting, and Participants In this randomized clinical trial conducted at 4 primary care clinics at an academic medical center from March 1, 2021, to December 31, 2022, 32 adults with type 2 diabetes requiring initiation or adjustment of once-daily basal insulin were followed up for 8 weeks. Statistical analysis was performed from January to February 2023. Interventions Participants were randomized in a 1:1 ratio to receive basal insulin management with a voice-based conversational AI application or standard of care. Main Outcomes and Measures Primary outcomes were time to optimal insulin dose (number of days needed to achieve glycemic control), insulin adherence, and change in composite survey scores measuring diabetes-related emotional distress and attitudes toward health technology and medication adherence. Secondary outcomes were glycemic control and glycemic improvement. Analysis was performed on an intent-to-treat basis. Results The study population included 32 patients (mean [SD] age, 55.1 [12.7] years; 19 women [59.4%]). Participants in the voice-based conversational AI group more quickly achieved optimal insulin dosing compared with the standard of care group (median, 15 days [IQR, 6-27 days] vs >56 days [IQR, >29.5 to >56 days]; a significant difference in time-to-event curves; P = .006) and had better insulin adherence (mean [SD], 82.9% [20.6%] vs 50.2% [43.0%]; difference, 32.7% [95% CI, 8.0%-57.4%]; P = .01). Participants in the voice-based conversational AI group were also more likely than those in the standard of care group to achieve glycemic control (13 of 16 [81.3%; 95% CI, 53.7%-95.0%] vs 4 of 16 [25.0%; 95% CI, 8.3%-52.6%]; difference, 56.3% [95% CI, 21.4%-91.1%]; P = .005) and glycemic improvement, as measured by change in mean (SD) fasting blood glucose level (-45.9 [45.9] mg/dL [95% CI, -70.4 to -21.5 mg/dL] vs 23.0 [54.7] mg/dL [95% CI, -8.6 to 54.6 mg/dL]; difference, -68.9 mg/dL [95% CI, -107.1 to -30.7 mg/dL]; P = .001). There was a significant difference between the voice-based conversational AI group and the standard of care group in change in composite survey scores measuring diabetes-related emotional distress (-1.9 points vs 1.7 points; difference, -3.6 points [95% CI, -6.8 to -0.4 points]; P = .03). Conclusions and Relevance In this randomized clinical trial of a voice-based conversational AI application that provided autonomous basal insulin management for adults with type 2 diabetes, participants in the AI group had significantly improved time to optimal insulin dose, insulin adherence, glycemic control, and diabetes-related emotional distress compared with those in the standard of care group. These findings suggest that voice-based digital health solutions can be useful for medication titration. Trial Registration ClinicalTrials.gov Identifier: NCT05081011.
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Affiliation(s)
- Ashwin Nayak
- Division of Hospital Medicine, Stanford University School of Medicine, Stanford, California
| | - Sharif Vakili
- Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, California
| | - Kristen Nayak
- Division of Primary Care and Population Health, Stanford University School of Medicine, Stanford, California
| | - Margaret Nikolov
- Clinical Excellence Research Center, Stanford University School of Medicine, Stanford, California
| | - Michelle Chiu
- Division of Hospital Medicine, Stanford University School of Medicine, Stanford, California
| | | | - Sarah Talamantes
- Department of Medicine, Stanford University, Stanford, California
| | - Stefano Testa
- Department of Medicine, Stanford University, Stanford, California
| | | | - Vinay Giri
- Department of Medicine, Stanford University, Stanford, California
| | - Kevin Schulman
- Clinical Excellence Research Center, Stanford University School of Medicine, Stanford, California
- Graduate School of Business, Stanford University, Stanford, California
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Almutairi N, Gopaldasani V, Hosseinzadeh H. The Effect of a Patient Activation Tailored Intervention on Type 2 Diabetes Self-Management and Clinical Outcomes: A Study from Saudi Arabian Primary Care Settings. J Diabetes Res 2023; 2023:2074560. [PMID: 38059208 PMCID: PMC10696472 DOI: 10.1155/2023/2074560] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Revised: 10/23/2023] [Accepted: 11/14/2023] [Indexed: 12/08/2023] Open
Abstract
Background Type 2 diabetes mellitus (T2DM) is a global public health challenge. T2DM self-management, including diet, physical activity, blood glucose self-monitoring, foot care, and adherence to medication, is considered a primary tool for managing diabetes. Patient activation, an individual's knowledge, skill, and confidence in managing their health and healthcare, was recognized to be associated with better T2DM self-management and clinical outcomes. Patient activation intervention has been described as a potential approach for enhancing chronic disease self-management. This study is aimed at examining the effect of a patient activation-tailored intervention on T2DM self-management and clinical outcomes in primary care settings in Saudi Arabia. Method A pre- and postintervention study was conducted among ≥18 years old T2DM patients attending primary healthcare centers in Saudi Arabia. Collected data included demographics, clinical data, the Patient Activation Measure (PAM), the Summary of Diabetes Self-Care Activities (SDSCA), the diabetes knowledge test (DKT2), the problem area in diabetes test (PAID-5), and the diabetes quality of life test (DQOL). The intervention was tailored based on the participants' patient activation level. The intervention consisted of monthly face-to-face sessions for three months and a telephone follow-up per month for three months postintervention. Descriptive statistics, a paired sample t-test for scale variables, and Wilcoxon's signed-rank test for categorical variables were used for data analysis. Results A total of 82 patients, mostly female (61%) with a mean age of 51.3 ± 9.9 years old, completed baseline and postintervention surveys. After six months of intervention, there was a significant change in patient activation score from 54.74 to 61.58 (p < 0.001), hemoglobin A1c (HbA1c) from 8.38 to 7.55 (p < 0.001), and body mass index (BMI) from 30.90 to 29.16 (p < 0.001). Also, there was a significant change in SDSCA scores (diet from 3.12 to 3.67, exercise from 2.54 to 3.49, and blood glucose self-testing from 2.37 to 3.24) (p < 0.001) and DKT from 6.29 to 7.22 (p = 0.01). Conclusion Our findings suggested that tailoring interventions based on patients' activation levels is more likely to yield promising T2DM self-management and clinical outcomes.
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Affiliation(s)
- Nasser Almutairi
- School of Health & Society, University of Wollongong, NSW, Australia
- Public Health Sector, Ministry of Health, Riyadh, Saudi Arabia
| | - Vinod Gopaldasani
- School of Health & Society, University of Wollongong, NSW, Australia
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20
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Graue M, Igland J, Haugstvedt A, Hernar I, Birkeland KI, Zoffmann V, Richards DA, Kolltveit BCH. Evaluation of an interprofessional follow-up intervention among people with type 2 diabetes in primary care-A randomized controlled trial with embedded qualitative interviews. PLoS One 2023; 18:e0291255. [PMID: 37967084 PMCID: PMC10650997 DOI: 10.1371/journal.pone.0291255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2023] [Accepted: 08/21/2023] [Indexed: 11/17/2023] Open
Abstract
With an ageing population and improved treatments people live longer with their chronic diseases, and primary care clinics face more costly and difficult-to-treat multimorbid patients. To meet these challenges, current guidelines for the management of type 2 diabetes suggest that an interprofessional team should collaborate to enhance the delivery of worthwhile self-management support interventions. In this study, we aimed to evaluate the effects of an empowerment-based interprofessional follow-up intervention in people with type 2 diabetes in primary care on patient-reported outcomes, biomarkers and weight, and to explore the experiences of patients attending the intervention. We invited patients during regular visits to their general practitioners. The 12-month intervention included 1) empowerment-based counselling; 2) a standardized medical report. The control group received consultations with physicians only. The primary outcome was the Patient Activation Measure, a patient-reported measure assessing individual knowledge, skills, and confidence integral to managing one's health and healthcare. After the trial we conducted qualitative interviews. We observed no difference in the primary outcome scores. On secondary outcomes we found a significant between-group intervention effect in favor of the intervention group, with mean differences in glycemic control after 12 months (B [95% CI] = -8.6 [-17.1, -0.1] mmol/l; p = 0.045), and significant within-group changes of weight (B [95% CI] = -1.8 kg [-3.3, -0.3]; p = 0.02) and waist circumference (B [95% CI] = -3.9 cm [-7.3, -0.6]; p = 0.02). The qualitative data showed that the intervention opened patients' eyes for reflections and greater awareness, but they needed time to take on actions. The patients emphasized that the intervention gave rise to other insights and a greater understanding of their health challenges. We suggest testing the intervention among patients with larger disease burden and a more expressed motivation for change.
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Affiliation(s)
- Marit Graue
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Jannicke Igland
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
- Department Global Public Health and Primary Care, University of Bergen, Bergen, Norway
| | - Anne Haugstvedt
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Ingvild Hernar
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
- Department of Internal Medicine, Haukeland University Hospital, Bergen, Norway
| | | | - Vibeke Zoffmann
- Interdisciplinary Research Unit of Women’s, Children’s and Families’ Health, Julie Marie Centre, Rigshospitalet, Copenhagen, Denmark
- Institute of Public Health Copenhagen University, Copenhagen, Denmark
| | - David A. Richards
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Beate-Christin Hope Kolltveit
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
- Vossevangen Medical Center, Voss, Norway
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21
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Trief PM, Uschner D, Anderson BJ, Wen H, Bulger JD, Weinstock RS. Psychosocial Factors Predicting Healthcare Usage in Young Adults with Youth-Onset Type 2 Diabetes: The TODAY2 iCount Observational Study. J Gen Intern Med 2023; 38:3152-3161. [PMID: 37507549 PMCID: PMC10651562 DOI: 10.1007/s11606-023-08305-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Accepted: 06/23/2023] [Indexed: 07/30/2023]
Abstract
BACKGROUND Established diabetes care ("diabetes home") and regular healthcare visits are important to achieve optimal health. Nothing is known about psychosocial factors that predict healthcare usage (HCU) in young adults with youth-onset type 2 diabetes, at risk for early complications. OBJECTIVE To identify psychosocial predictors of HCU in the Treatment Options for type 2 Diabetes in Adolescents and Youth (TODAY2) cohort. DESIGN Longitudinal, measured at T1 (baseline) and T2 (1 year later). Logistic and linear regressions, adjusted for potential confounders, identified predictors of sub-optimal HCU (defined as no diabetes home, 0 visits for routine care, or ≥ 1 urgent care visit in prior 6 months). PARTICIPANTS N = 366 TODAY2 participants with T1 and T2 data (381 consented). Mean age = 26.0 years, 67.8% female, 37.7% non-Hispanic Black, 35.8% Hispanic, 20.2% non-Hispanic white, 6.3% "other," mean HbA1c = 9.4%. MAIN MEASURES HCU survey; reliable and valid measures of diabetes self-efficacy, depressive symptoms, anxiety symptoms, diabetes distress, beliefs about medicines, diabetes attitudes, material need insecurities, self-management support. KEY RESULTS 25.4% had no diabetes home, 23.7% had 0 routine care visits, 46% had ≥ 1 urgent care visit (prior 6 months). Beliefs in the necessity of (adjusted odds ratio [OR] = 1.28; 95% confidence interval [CI] = 1.12, 1.46, p < 0.001), and concerns about (OR = 1.29;CI = 1.08,1.54, p = 0.004), diabetes medicines, and its negative psychosocial impacts (OR = 1.57;CI = 1.04, 2.38, p = 0.03), predicted higher odds of having a diabetes home at T2. Beliefs that medicines are harmful predicted lower odds of a diabetes home (OR = 0.56;CI = 0.37,0.85, p = 0.006). Necessity beliefs (OR = 1.2;CI = 1.06,1.36, p = 0.004), and self-management support (OR = 1.5;CI = 1.08,2.07, p = 0.01) predicted higher odds of having ≥ 1 diabetes care visit, harm beliefs predicted lower odds (OR = 0.6;CI = 0.41,0.88, p = 0.01). CONCLUSIONS Sub-optimal healthcare usage, common in young adults with youth-onset type 2 diabetes, is predicted by beliefs about medicines, diabetes impact, and self-management support. We must address these factors to help this vulnerable group establish stable diabetes care.
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Affiliation(s)
- Paula M Trief
- Department of Psychiatry and Behavioral Sciences, State University of New York Upstate Medical University, NY, Syracuse, USA.
| | - Diane Uschner
- The Biostatistics Center, George Washington University, Washington, DC, USA
| | - Barbara J Anderson
- Department of Pediatrics-Psychology, Baylor College of Medicine, Houston, TX, USA
| | - Hui Wen
- The Biostatistics Center, George Washington University, Washington, DC, USA
| | - Jane D Bulger
- Department of Medicine, State University of New York Upstate Medical University, NY, Syracuse, USA
| | - Ruth S Weinstock
- Department of Medicine, State University of New York Upstate Medical University, NY, Syracuse, USA
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22
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Mayberry LS, Zhao S, Roddy MK, Spieker AJ, Berg CA, Nelson LA, Greevy RA. Family Typology for Adults With Type 2 Diabetes: Longitudinal Stability and Validity for Diabetes Management and Well-being. Diabetes Care 2023; 46:2058-2066. [PMID: 37708437 PMCID: PMC10620540 DOI: 10.2337/dc23-0827] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 08/28/2023] [Indexed: 09/16/2023]
Abstract
OBJECTIVE We validated longitudinally a typology of diabetes-specific family functioning (named Collaborative and Helpful, Satisfied with Low Involvement, Want More Involvement, and Critically Involved) in adults with type 2 diabetes. RESEARCH DESIGN AND METHODS We conducted k-means cluster analyses with nine dimensions to determine if the typology replicated in a diverse sample and if type assignment was robust to variations in sampling and included dimensions. In a subsample with repeated assessments over 9 months, we examined the stability and validity of the typology. We also applied a multinomial logistic regression approach to make the typology usable at the individual level, like a diagnostic tool. RESULTS Participants (N = 717) were 51% male, more than one-third reported minority race or ethnicity, mean age was 57 years, and mean hemoglobin A1c (HbA1c) was 7.9% (63 mmol/mol; 8.7% [72 mmol/mol] for the longitudinal subsample). The typology was replicated with respect to the number of types and dimension patterns. Type assignment was robust to sampling variations (97% consistent across simulations). Type had an average 52% stability over time within participants; instability was not explained by measurement error. Over 9 months, type was independently associated with HbA1c, diabetes self-efficacy, diabetes medication adherence, diabetes distress, and depressive symptoms (all P < 0.05). CONCLUSIONS The typology of diabetes-specific family functioning was replicated, and longitudinal analyses suggest type is more of a dynamic state than a stable trait. However, type varies with diabetes self-management and well-being over time as a consistent independent indicator of outcomes. The typology is ready to be applied to further precision medicine approaches to behavioral and psychosocial diabetes research and care.
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Affiliation(s)
- Lindsay S. Mayberry
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Center for Health Behavior and Health Education, Nashville, TN
| | - Shilin Zhao
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
- Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN
| | - McKenzie K. Roddy
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Center for Health Behavior and Health Education, Nashville, TN
| | - Andrew J. Spieker
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
| | - Cynthia A. Berg
- Department of Psychology, University of Utah, Salt Lake City, UT
| | - Lyndsay A. Nelson
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN
- Vanderbilt Center for Health Behavior and Health Education, Nashville, TN
| | - Robert A. Greevy
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN
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23
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Gerber F, Gupta R, Lejone TI, Tahirsylaj T, Lee T, Kohler M, Haldemann MI, Räber F, Chitja M, Manthabiseng M, Khomolishoele M, Mota M, Bane M, Sematle PM, Makabateng R, Mphunyane M, Phaaroe S, Basler D, Kindler K, Seelig E, Briel M, Chammartin F, Labhardt ND, Amstutz A. Community-based type 2 diabetes care by lay village health workers in rural Lesotho: protocol for a cluster-randomized trial within the ComBaCaL cohort study (ComBaCaL T2D TwiC). Trials 2023; 24:688. [PMID: 37875943 PMCID: PMC10598965 DOI: 10.1186/s13063-023-07729-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 10/12/2023] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND Type 2 diabetes (T2D) poses a growing public health burden, especially in low- and middle-income countries (LMICs). Task-shifting to lay village health workers (VHWs) and the use of digital clinical decision support systems (CDSS) are promising approaches to tackle the current T2D care gap in LMICs. However, evidence on the effectiveness of lay worker-led T2D care models, in which VHWs initiate and monitor drug treatment in addition to community-based screening and referral services, is lacking. METHODS We are conducting a cluster-randomized trial nested within the Community-Based Chronic Disease Care Lesotho (ComBaCaL) cohort study (NCT05596773) using the trial within cohort (TwiC) design to assess the effectiveness of a VHW-led, CDSS-assisted T2D care model in rural Lesotho. Participants are non-pregnant members of the ComBaCaL cohort study with T2D. The ComBaCaL cohort study is conducted in approximately 100 villages in two rural districts in Lesotho and is managed by trained and supervised VHWs. In intervention villages, VHWs offer a community-based T2D care package including lifestyle counselling, first-line oral antidiabetic, lipid-lowering, and antiplatelet treatment guided by a tablet-based CDSS to participants who are clinically eligible, as well as treatment support to participants who prefer or clinically require facility-based T2D care. In control clusters, all participants will be referred to a health facility for T2D management. The primary endpoint is the mean glycosylated haemoglobin (HbA1c) 12 months after enrolment. Secondary endpoints include the 10-year risk for cardiovascular events estimated using the World Health Organization risk prediction tool. DISCUSSION The trial was launched on May 13, 2023, and has enrolled 226 participants at the date of submission (October 6, 2023). To our knowledge, the trial is the first to assess task-shifting of T2D care to VHWs at the community level, including the prescription of first-line antidiabetic, lipid-lowering, and antiplatelet medication in sub-Saharan Africa, and will thus provide the missing evidence on the effectiveness of such a T2D care model in this setting. The study is operating within the established Lesotho VHW programme. Similar community health worker programmes which exist across sub-Saharan Africa may benefit from the findings. TRIAL REGISTRATION ClinicalTrials.gov NCT05743387. Registered on February 24 2023.
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Affiliation(s)
- Felix Gerber
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland.
- University of Basel, Basel, Switzerland.
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland.
| | | | - Thabo Ishmael Lejone
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Thesar Tahirsylaj
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Tristan Lee
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
- Swiss Tropical and Public Health Institute, Allschwil, Switzerland
| | - Maurus Kohler
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Maria Ines Haldemann
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Fabian Räber
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | | | | | | | | | | | | | | | | | | | - Dave Basler
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- Faculty of Business, Economics and Informatics, University of Zurich, Zürich, Switzerland
| | - Kevin Kindler
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- Faculty of Business, Economics and Informatics, University of Zurich, Zürich, Switzerland
| | - Eleonora Seelig
- University of Basel, Basel, Switzerland
- Clinic of Endocrinology, Diabetology and Metabolism, University Hospital Basel, Basel, Switzerland
| | - Matthias Briel
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, Canada
| | - Frédérique Chammartin
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Niklaus Daniel Labhardt
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | - Alain Amstutz
- Department of Clinical Research, Division of Clinical Epidemiology, University Hospital Basel, Basel, Switzerland
- University of Basel, Basel, Switzerland
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Weinstock RS, Trief PM, Burke BK, Wen H, Liu X, Kalichman S, Anderson BJ, Bulger JD. Antihypertensive and Lipid-Lowering Medication Adherence in Young Adults With Youth-Onset Type 2 Diabetes. JAMA Netw Open 2023; 6:e2336964. [PMID: 37792373 PMCID: PMC10551772 DOI: 10.1001/jamanetworkopen.2023.36964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Accepted: 08/28/2023] [Indexed: 10/05/2023] Open
Abstract
Importance Youth-onset type 2 diabetes is associated with early development of chronic complications. Treatment of elevated blood pressure (BP), nephropathy, and dyslipidemia are critical to reduce morbidity. Data are needed on adherence to BP- and lipid-lowering medications in young adults with youth-onset diabetes. Objective To assess adherence and factors associated with adherence to BP- and lipid-lowering medications in young adults with youth-onset type 2 diabetes and diagnoses of hypertension, nephropathy, or dyslipidemia. Design, Setting, and Participants This cohort study measured medication adherence with 3 monthly unannounced pill counts at 2 time points 1 year apart during iCount, conducted during the last years (2017-2019) of the observational phase of the Treatment Options for Type 2 Diabetes in Adolescents and Youth study. Psychosocial factors associated with medication adherence were examined. Participants included individuals with youth-onset type 2 diabetes with hypertension, nephropathy, or dyslipidemia receiving diabetes care in their communities. Data were analyzed from September 2022 to September 2023. Main Outcomes and Measures The main outcome was BP- and lipid-lowering medication adherence, with low adherence defined as using less than 80% of pills and high adherence, at least 80% of pills. Psychosocial factors were measured using the Beliefs about Medicines Questionnaire and Material Needs Insecurities Survey. Results Of 381 participants in iCount, 243 participants (mean [SD] age, 26.12 [2.51] years; 159 [65.43%] women) with hypertension, nephropathy, or dyslipidemia were included in analysis. Among 196 participants with hypertension or nephropathy, 157 (80.1%) had low adherence. Participants with low adherence, compared with those with high adherence, were younger (mean [SD] age, 25.99 [2.41] vs 27.26 [2.41] years; P = .005), had higher glycated hemoglobin A1c (mean [SD], 10.33% [2.66 percentage points] vs 8.85% [2.39 percentage points]; P = .001), shorter diabetes duration (mean [SD], 12.32 [1.49] vs 12.90 [1.46] years; P = .03), and less education (eg, 17 participants [10.83%] vs 0 participants with no high school diploma; P = .004). Of 146 participants with dyslipidemia, 137 (93.8%) had low adherence and only 9 participants (6.2%) had high adherence. Of 103 participants with low adherence to BP-lowering medications and using oral hypoglycemic agents, 83 (80.58%) had low adherence to oral hypoglycemic agents. Beliefs that medications are necessary were higher for participants with high adherence to BP-lowering medications than those with low adherence in unadjusted analyses (mean [SD] necessity score, 16.87 [6.78] vs 13.89 [9.15]; P = .03). In adjusted multivariable analyses of participants with hypertension or nephropathy, having at least 1 unmet social need (odds ratio [OR], 0.20; 95% CI, 0.05-0.65; P = .04) and medication concerns (OR, 0.63; 95% CI, 0.40-0.96; P = .01) were associated with worse medication adherence 1 year follow-up. Diabetes distress, self-efficacy, depressive and anxiety symptoms, and self-management support were not associated with 1-year medication adherence. Conclusions and Relevance These findings suggest that adherence to BP- and lipid-lowering medications was very poor in this cohort. To improve medication adherence and prevent early vascular events, approaches that identify and address medication concerns and unmet social needs are needed.
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Affiliation(s)
- Ruth S. Weinstock
- Department of Medicine, State University of New York Upstate Medical University, Syracuse
| | - Paula M. Trief
- Department of Psychiatry and Behavioral Sciences, State University of New York Upstate Medical University, Syracuse
| | - Brian K. Burke
- Biostatistics Center, George Washington University, Rockville, Maryland
| | - Hui Wen
- Biostatistics Center, George Washington University, Rockville, Maryland
| | - Xun Liu
- Biostatistics Center, George Washington University, Rockville, Maryland
| | - Seth Kalichman
- Department of Psychological Sciences, University of Connecticut, Storrs
| | | | - Jane D. Bulger
- Department of Medicine, State University of New York Upstate Medical University, Syracuse
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25
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Bretschneider MP, Roth L, Schwarz PEH. Effectiveness of a Digital Health Application for the Treatment of Diabetes Type II-A Pilot Study. J Clin Med 2023; 12:6317. [PMID: 37834960 PMCID: PMC10573202 DOI: 10.3390/jcm12196317] [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: 09/11/2023] [Revised: 09/27/2023] [Accepted: 09/28/2023] [Indexed: 10/15/2023] Open
Abstract
(1) Background: This study aimed at providing preliminary evidence for mebix, an app-based treatment program for patients with diabetes mellitus type II. The main target was to show a positive healthcare impact as defined by improved blood glucose control, i.e., reduced HbA1c values. (2) Methods: For this, a 3-month, prospective, open-label trial with an intraindividual control group was conducted. Participants received the mebix intervention for 3 months. HbA1c values were observed every 3 months: retrospectively, at baseline, and 3 months after the start of using the app. Additionally, weight and patients' reported outcomes (well-being, diabetes-related distress, and self-management) were assessed. Data generated within the app were summarized and analyzed (steps, physical activity, fulfilled tasks, and food logs). (3) Results: After the usage of mebix for 3 months, participants significantly reduced their HbA1c levels (-1.0 ± 0.8%). Moreover, improvements in weight, well-being, and self-management as well as a reduction in diabetes-related distress were observed. App-generated data mainly supported the other main finding, that higher baseline HbA1c values lead to higher reductions. Overall, the study provided preliminary evidence that mebix can help patients improve metabolic and psychological health outcomes.
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Affiliation(s)
- Maxi Pia Bretschneider
- Department for Prevention and Care of Diabetes, Department of Medicine III, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (M.P.B.); (P.E.H.S.)
| | - Lena Roth
- Department for Prevention and Care of Diabetes, Department of Medicine III, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (M.P.B.); (P.E.H.S.)
| | - Peter E. H. Schwarz
- Department for Prevention and Care of Diabetes, Department of Medicine III, Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, 01307 Dresden, Germany; (M.P.B.); (P.E.H.S.)
- Paul Langerhans Institute Dresden, Faculty of Medicine, Technische Universität Dresden, 01307 Dresden, Germany
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Tay D, Chua M, Khoo J. Validity of the short-form five-item Problem Area in Diabetes questionnaire as a depression screening tool in type 2 diabetes mellitus patients. J Diabetes Investig 2023; 14:1128-1135. [PMID: 37409708 PMCID: PMC10445190 DOI: 10.1111/jdi.14051] [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: 02/07/2023] [Revised: 04/11/2023] [Accepted: 05/03/2023] [Indexed: 07/07/2023] Open
Abstract
AIMS/INTRODUCTION Depression is prevalent in diabetes patients and associated with poor outcomes, but is currently underdiagnosed, with no firm consensus on screening methods. We evaluated the validity of the short-form five-item Problem Areas in Diabetes (PAID-5) questionnaire as a screening tool for depression, comparing it with the Beck Depression Inventory-II (BDI-II) and nine-item Patient Health Questionnaire (PHQ-9). MATERIALS AND METHODS A total of 208 English-speaking adults with type 2 diabetes, recruited from outpatient clinics, completed the BDI-II, PHQ-9 and PAID-5 questionnaires in English. Cronbach's α was used for internal reliability. Convergent validity was examined with BDI-II and PHQ-9. Receiver operating characteristics analyses were used to identify optimal PAID-5 cut-offs for the diagnosis of depression. RESULTS All three screening tools were highly reliable, with BDI-II, PHQ-9 and PAID-5 having a Cronbach's α of 0.910, 0.870 and 0.940, respectively. There was a good correlation between BDI-II and PHQ-9, with a correlation co-efficient (r) of 0.73; and a moderate correlation between PAID-5 and PHQ-9, and PAID-5 and BDI-II, with r of 0.55 and 0.55 respectively (P values <0.01). An optimal PAID-5 cut-off ≥9 corresponded to both a BDI-II cut-off >14 (sensitivity 72%, specificity 784%, area under the curve 0.809) and a PHQ-9 cut-off >10 (sensitivity 84%, specificity 74%, area under the curve 0.806). Using a PAID-5 cut-off ≥9, the prevalence of depressive symptoms was 36.1%. CONCLUSIONS Depressive symptoms are prevalent in people with type 2 diabetes, with the degree of distress significantly related to the severity of depressive symptoms. PAID-5 is a valid and reliable screening tool, and a score ≥9 could prompt further confirmation for depression.
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Affiliation(s)
- Donovan Tay
- Department of EndocrinologySengkang General HospitalSingapore
| | - Marvin Chua
- Department of EndocrinologySengkang General HospitalSingapore
| | - Joan Khoo
- Department of EndocrinologyChangi General HospitalSingapore
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Nygaard M, Willaing I, Joensen LE, Lindgreen P, Stenov V, Hessler D, Nørgaard K, Pedersen-Bjergaard U, Olesen K. A Short-Form Measure of Diabetes Distress Among Adults With Type 1 Diabetes for Use in Clinical Practice: Development and Validation of the T1-DDS-7. Diabetes Care 2023; 46:1619-1625. [PMID: 37343387 DOI: 10.2337/dc23-0460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 05/31/2023] [Indexed: 06/23/2023]
Abstract
OBJECTIVE Valid and reliable diabetes distress assessment is essential for identifying adults with elevated levels of concern and to guide targeted support. However, assessing diabetes distress must also be feasible in time-limited settings. We aimed to identify a short-form measure of the 28-item Type 1 Diabetes Distress Scale (T1-DDS-28) representing seven sources of type 1 diabetes distress that would be convenient for use in clinical practice. RESEARCH DESIGN AND METHODS Based on the evaluation of influence and importance by 14 experts in diabetes care and research, we identified the best-performing item within each of seven sources of diabetes distress included in the T1-DDS-28. To further validate the proposed short-form measure, we used survey data from 2,016 adults living with type 1 diabetes. Validity was examined by exploratory factor analysis, Cronbach's α, test-retest reliability analysis, and correlations with other psychosocial measures. RESULTS We identified a short-form measure of the T1-DDS-28 consisting of seven items, each representing a source of diabetes distress. These items showed satisfactory reliability (factor loadings > 0.45; α = 0.82; test-retest correlation, r = 0.90) and validity (correlation with T1-DDS-28, r = 0.95; area under the curve = 0.91; sensitivity 93%; specificity 89%) when combined in the short-form scale (T1-DDS-7). CONCLUSIONS We propose the T1-DDS-7 as a valid and reliable measure for routine screening of diabetes distress among adults with type 1 diabetes. In case of elevated levels of diabetes distress, we recommend that a full-scale assessment and open dialogue follow the short-form measure before determining further treatment.
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Affiliation(s)
- Mette Nygaard
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Ingrid Willaing
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Lene Eide Joensen
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Pil Lindgreen
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Vibeke Stenov
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
| | - Danielle Hessler
- Department of Family and Community Medicine, University of California, San Francisco, CA
| | - Kirsten Nørgaard
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Clinical Medicine, Copenhagen University, Copenhagen, Denmark
| | - Ulrik Pedersen-Bjergaard
- Department of Clinical Medicine, Copenhagen University, Copenhagen, Denmark
- Department of Endocrinology and Nephrology, Nordsjællands Hospital, Hillerød, Denmark
| | - Kasper Olesen
- Copenhagen University Hospital, Steno Diabetes Center Copenhagen, Herlev, Denmark
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Ali N, El Hamdaoui S, Nefs G, Walburgh Schmidt JWJ, Tack CJ, de Galan BE. High diabetes-specific distress among adults with type 1 diabetes and impaired awareness of hypoglycaemia despite widespread use of sensor technology. Diabet Med 2023; 40:e15167. [PMID: 37347681 DOI: 10.1111/dme.15167] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 06/18/2023] [Accepted: 06/19/2023] [Indexed: 06/24/2023]
Abstract
AIMS Impaired awareness of hypoglycaemia (IAH) has been associated with increased diabetes distress and use of sensor technology can reduce diabetes distress. The aim of this study was to examine diabetes-specific distress (emotions, cognitions, behaviours) in relation to IAH status and use of glucose sensors in people with type 1 diabetes. METHODS Individuals with type 1 diabetes from an academic diabetes outpatient clinic completed the Clarke questionnaire (to assess hypoglycaemic awareness), Problem Areas in Diabetes (PAID-5), Hypoglycaemia Fear Survey-II (HFS-II), Attitudes to Awareness of Hypoglycaemia Survey (A2A), Nijmegen Clinical Screening Instrument Survey (NCSI) and Hyperglycaemia Avoidance Scale (HAS). RESULTS Of the 422 participants (51.9% male, diabetes duration 30 [16-40] years, HbA1c 60 ± 11 mmol/mol [7.6 ± 1.0%], 351 [88.2%] used a glucose sensor; 82 [19.4%]) had IAH. Compared to individuals with normal awareness, those with IAH more often had PAID-5 scores ≥8 (35.4% vs. 21.5%, p = 0.008) and higher scores on all HFS-II subscores (total [40.2 ± 21.5 vs. 27.9 ± 17.2, p < 0.001]), HFS-II behaviour (18.5 ± 10.0 vs. 15.1 ± 8.0, p = 0.005), HFS-II worry (21.8 ± 13.5 vs. 12.7 ± 10.9, p < 0.001), HAS worries (17.5 ± 7.3 vs. 14.3 ± 7.0, p < 0.001) and NCSI hypoglycaemia items. HAS behaviour, A2A and NCSI hyperglycaemia scores did not differ between individuals with or without IAH. Restricting the analyses to individuals using a glucose sensor did not materially change the results. CONCLUSIONS Diabetes-specific distress remains a major problem among individuals with type 1 diabetes, particularly those with IAH, despite the widespread use of (intermittently scanned) sensor technology. Further studies are needed to examine strategies to lower diabetes-specific distress in individuals with IAH.
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Affiliation(s)
- Namam Ali
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Soumia El Hamdaoui
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Giesje Nefs
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
- Center of Research on Psychological Disorders and Somatic Diseases (CoRPS), Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
- Diabeter, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
| | | | - Cees J Tack
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bastiaan E de Galan
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, The Netherlands
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Winterdijk P, Aanstoot HJ, Nefs G. The impact of real-time sensor technology on quality of life for adults with type 1 diabetes: A Dutch national survey. Diabetes Res Clin Pract 2023; 203:110886. [PMID: 37604282 DOI: 10.1016/j.diabres.2023.110886] [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: 04/13/2023] [Revised: 07/19/2023] [Accepted: 08/18/2023] [Indexed: 08/23/2023]
Abstract
AIMS To examine the impact of real-time continuous glucose monitoring (RT-CGM) on quality of life in Dutch adults with type 1 diabetes, inside/outside automated insulin delivery (AID) systems. METHODS In this cross-sectional retrospective observational study, RT-CGM users completed an online survey including (adapted) validated questionnaires, study-specific items and open-ended questions. RESULTS Of 893 participating adults, 69% used the RT-CGM as part of AID. The overall sample reported improvements in quality of life related to RT-CGM use (irrespective of initial indication), particularly with respect to physical health, emotional wellbeing and energy. Merits for sleep, intimacy and cognitive diabetes load lagged somewhat behind, mostly when RT-CGM was not integrated in AID. Users of AID had significantly larger improvements in overall quality of life, fatigue and diabetes-specific distress than users of sensor-augmented pump or Open Loop treatment. In regression analyses, user evaluations were associated with perceptions of benefit and burden. In qualitative content analysis, benefits (e.g. life 'normalization', increased perceptions of control) outweighed burdens (e.g. technology frustrations, confrontation with diabetes). CONCLUSIONS RT-CGM positively impacted the quality of life of adults with type 1 diabetes. This justifies a (re-)consideration of broader access. Increased support to maximize device benefits and minimize burdens is also warranted.
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Affiliation(s)
- Per Winterdijk
- Diabeter, Center for Type 1 Diabetes Care and Research, Blaak 6, 3011 TA Rotterdam, the Netherlands.
| | - Henk-Jan Aanstoot
- Diabeter, Center for Type 1 Diabetes Care and Research, Blaak 6, 3011 TA Rotterdam, the Netherlands.
| | - Giesje Nefs
- Diabeter, Center for Type 1 Diabetes Care and Research, Blaak 6, 3011 TA Rotterdam, the Netherlands; Radboud University Medical Center, Department of Medical Psychology, Huispost 926, PO Box 9101, 6500 HB Nijmegen, the Netherlands; Tilburg University, Center of Research on Psychological Disorders and Somatic Diseases (CoRPS), Department of Medical and Clinical Psychology, PO Box 90153, 5000 LE Tilburg, the Netherlands.
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Zhou M, Wang H, Yu J, Luo D, Zhu M, Zhang M, Xu J, Yang T. Diabetes distress and disordered eating behaviors in youth with type 1 diabetes: the mediating role of self-regulatory fatigue and the moderating role of resilience. J Eat Disord 2023; 11:123. [PMID: 37481574 PMCID: PMC10362565 DOI: 10.1186/s40337-023-00838-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2023] [Accepted: 06/28/2023] [Indexed: 07/24/2023] Open
Abstract
BACKGROUND Despite previous research on the association between diabetes distress and disordered eating behaviors (DEBs) among youth with type 1 diabetes (T1D), there is a lack of understanding regarding the underlying mechanisms. This study aimed to investigate the relationships between diabetes distress and DEBs, specifically examining whether self-regulatory fatigue mediated the relationship and whether resilience moderated this mediation. METHODS A cross-sectional study was performed among youth with T1D recruited from two diabetes centers in Nanjing, China. Measurement instruments included the problem areas in the diabetes-5 scale, the diabetes strengths and resilience measure for adolescents, the self-regulatory fatigue scale, and the Chinese version of diabetes eating problem survey-revised. Mediation and moderated mediation analyses were conducted. RESULTS A total of 185 youths with T1D were involved in the current study. The results indicated that diabetes distress positively predicted DEBs. Self-regulatory fatigue partially mediated the association between diabetes distress and DEBs, accounting for 50.88% of the overall effect. Additionally, the pathway from self-regulatory fatigue to DEBs was moderated by resilience. CONCLUSION The current study examined whether self-regulatory fatigue mediated the relationship between diabetes distress and DEBs and whether resilience moderated the connection between self-regulatory fatigue and DEBs. These findings add to the theoretical basis of how diabetes distress influences DEBs and help guide the incorporation of diabetes distress, self-regulatory fatigue, and resilience into DEBs reduction programs for youth with T1D.
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Affiliation(s)
- Meijing Zhou
- Department of Endocrinology, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, China
| | - Hong Wang
- Department of Endocrinology, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, China
| | - Jian Yu
- Department of Endocrinology, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, China
| | - Dan Luo
- School of Nursing, Nanjing University of Chinese Medicine, 138 Xianlin Avenue, Nanjing, 210029, China
| | - Min Zhu
- Department of Endocrinology, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, China
| | - Mei Zhang
- Department of Endocrinology, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, China
| | - Jingjing Xu
- Department of Nursing, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, China.
| | - Tao Yang
- Department of Endocrinology, The First Affiliated Hospital of Nanjing Medical University, 300 Guangzhou Road, Nanjing, 210029, China
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Roddy MK, Nelson LA, Spieker AJ, Greevy RA, Mayberry LS. Family involvement and diabetes distress across dyads for adults with type 2 diabetes. PATIENT EDUCATION AND COUNSELING 2023; 112:107719. [PMID: 37018880 DOI: 10.1016/j.pec.2023.107719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 03/08/2023] [Accepted: 03/28/2023] [Indexed: 05/09/2023]
Abstract
OBJECTIVE Family/friend involvement and diabetes distress are associated with outcomes for persons with type 2 diabetes (PWDs), but little is known about how they relate to each other. We aim to (1) describe associations between PWD and support person (SP) distress; (2) describe associations between involvement and diabetes distress for PWDs, for SPs, and across the dyad; and (3) explore whether associations differ by PWD-SP cohabitation. METHODS PWDs and SPs co-enrolled in a study evaluating the effects of a self-care support intervention and completed self-report measures at baseline. RESULTS PWDs and SPs (N = 297 dyads) were, on average, in their mid-50s and around one-third identified as racial or ethnic minorities. The association between PWD and SP diabetes distress was small (Spearman's ρ = 0.25, p < 0.01). For PWDs, experienced harmful involvement from family/friends was associated with more diabetes distress (standardized β = 0.23, p < 0.001) independent of helpful involvement in adjusted models. Separately, SPs' self-reported harmful involvement was associated with their own diabetes distress (standardized β = 0.35, p < 0.001) and with PWDs' diabetes distress (standardized β = 0.25, p = 0.002), independent of SPs' self-reported helpful involvement. CONCLUSION AND PRACTICE IMPLICATIONS Findings suggest dyadic interventions may need to address both SP harmful involvement and SP diabetes distress, in addition to PWD distress.
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Affiliation(s)
- McKenzie K Roddy
- Quality Scholars Program, VA Tennessee Valley Healthcare System, Nashville, TN, USA; Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Lyndsay A Nelson
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Andrew J Spieker
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Robert A Greevy
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Lindsay S Mayberry
- Center for Health Behavior and Health Education, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
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Hernandez R, Schneider S, Wagman P, Håkansson C, Spruijt-Metz D, Pyatak EA. Validity and Reliability of the Occupational Balance Questionnaire (OBQ11) in a U.S. Sample of Adults With Type 1 Diabetes. Am J Occup Ther 2023; 77:7704205120. [PMID: 37624996 PMCID: PMC10494968 DOI: 10.5014/ajot.2023.050173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/27/2023] Open
Abstract
IMPORTANCE Although occupational balance (OB) is a construct of importance to occupational therapy, existing OB assessments have not been validated in clinical populations. OBJECTIVE To examine the validity and reliability of the 11-item version of the Occupational Balance Questionnaire (OBQ11) in U.S. adults with Type 1 diabetes. DESIGN Data were analyzed from adults with Type 1 diabetes enrolled in a larger longitudinal study examining the relationships among blood glucose, emotion, and functioning. Dimensionality of the OBQ11 was assessed with item response theory (IRT); convergent validity was tested by examining whether associations between the OBQ11 and other constructs were consistent with a priori hypotheses. SETTING Three outpatient clinical sites in the United States. PARTICIPANTS Data from 208 U.S. adults with Type 1 diabetes were included in the analyses (42% Latino, 29% White, 14% African American, 7% multiethnic, and 8% other). OUTCOMES AND MEASURES Assessments administered include the OBQ11, Patient Health Questionnaire (depression), and Diabetes Self-Management Questionnaire. RESULTS Overall, results from IRT models and correlational tests supported the reliability and validity of the OBQ11. For instance, higher scores on the OBQ11 were significantly associated with better self-ratings of diabetes management behaviors (r = .28, p < .001), lower depression symptoms (r = -.53, p < .001), and greater positive affect (r = .32, p < .001). A single-factor generalized partial credit model fit the OBQ11 acceptably well, supporting its unidimensionality. CONCLUSIONS AND RELEVANCE The OBQ11 may be a reliable and valid measure of OB appropriate for use in clinical populations such as adults with diabetes. What This Article Adds: OB is not often formally assessed by occupational therapists in the United States, even though the contributions of OB to health and well-being are core components of the philosophy of occupational therapy. The current evidence supports the validity of the OBQ11 in a clinical population of adults with Type 1 diabetes and demonstrates significant associations between OB and health management behaviors. Study results may encourage greater consideration and assessment of OB in occupational therapy clinical practice in the United States.
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Affiliation(s)
- Raymond Hernandez
- Raymond Hernandez, PhD, OTR/L, is Postdoctoral Scholar, Dornsife Center for Economic & Social Research, University of Southern California, Los Angeles;
| | - Stefan Schneider
- Stefan Schneider, PhD, is Senior Research Scientist, Dornsife Center for Economic & Social Research, and Professor, Department of Psychology, University of Southern California, Los Angeles
| | - Petra Wagman
- Petra Wagman, PhD, Reg OT, is Associate Professor, Department of Rehabilitation, School of Health and Welfare, Jönköping University, Jönköping, Sweden
| | - Carita Håkansson
- Carita Håkansson, PhD, Reg OT, is Senior Lecturer, Division of Occupational and Environmental Medicine, Lund University, Lund, Sweden
| | - Donna Spruijt-Metz
- Donna Spruijt-Metz, PhD, MFA, was Director of the USC mHealth Collaboratory, Dornsife Center for Economic & Social Research; Director of Responsible Conduct in Research, Keck School of Medicine; and Professor, Department of Psychology, University of Southern California, Los Angeles, at the time of this research
| | - Elizabeth A Pyatak
- Elizabeth A. Pyatak, PhD, OTR/L, CDCES, DipACLM, FAOTA, is Associate Professor, Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles
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Dasantos A, Goddard C, Maynard DM, Ragoobirsingh D. Diabetes distress in a Barbadian population with type 2 diabetes: A pilot test. J Public Health Res 2023; 12:22799036231187006. [PMID: 37547673 PMCID: PMC10399254 DOI: 10.1177/22799036231187006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 06/17/2023] [Indexed: 08/08/2023] Open
Abstract
One in five Barbadians has diabetes, suggesting that there is a severe burden of the disease. Objective To assess the psychometric properties of the Diabetes Distress Scale, in order to determine the feasibility, practicality, internal consistency and criterion validity of the instrument when used with Barbadians living with Type 2 Diabetes. Methods Patients with type 2 diabetes, (n = 106. 60% females, 40% males; mean age = 65.2, 11.3 years) attending a private clinic in Barbados were assessed for diabetes distress, depression, glycated hemoglobin (HbA1C) and blood pressure (BP).A self-report questionnaire that included: clinical and demographic questions; the Diabetes Distress Scale (DDS); the Patient Health Questionnaire (PHQ-9); and the Problem Areas In Diabetes (PAID-5) scale. Glycated haemaglobin (HbA1C) and Blood pressure (BP) were also measured. Results Of the 110 persons who participated, 106 persons completed the questionnaire. The Cronbach alpha coefficient of the PAID was 0.92 and the DDS was 0.92. Concurrent validity was demonstrated in a strong consistent relationship between the scores on the DDS and PAID-5, with a strong positive correlation, r = 0.70, n = 86, p < 0.001. There was a significant difference in the DDS scores between males (M = 1.26, SD = 0.37) and females (M = 1.50, SD = 0.73), t(73.31) = -1.99, p = 0.05 two tailed. Conclusion The DDS is shown to be a valid and reliable measure within this Caribbean context. Thus, researchers and clinicians desirous of a tool to assess Diabetes Distress may be assured of the strong psychometric properties demonstrated thus far.
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Affiliation(s)
- Allison Dasantos
- Faculty of Medical Sciences, The University of the West Indies, Cave Hill, St. Michael, Bridgetown, Barbados
| | | | - Donna-Maria Maynard
- School of Education, The University of the West Indies, Cave Hill, St. Michael, Bridgetown, Barbados
| | - Dalip Ragoobirsingh
- Faculty of Medical Sciences, The University of the West Indies, Mona, Kingston, Jamaica
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Skovlund SE, Renza S, Laurent J, Cerletti P. Identification of Core Outcome Domains and Design of a Survey Questionnaire to Evaluate Impacts of Digital Health Solutions That Matter to People With Diabetes. J Diabetes Sci Technol 2023:19322968231179740. [PMID: 37338104 DOI: 10.1177/19322968231179740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
BACKGROUND Digital health solutions (DHS) are increasingly used to support people with diabetes (PwD) to help manage their diabetes and to gather and manage health and treatment data. There is a need for scientifically reliable and valid methods to measure the value and impact of DHS on outcomes that matter to PwD. Here, we describe the development of a survey questionnaire designed to assess the perceptions of PwD toward DHS and their prioritized outcomes for DHS evaluation. METHOD We applied a structured process for engagement of a total of nine PwD and representatives of diabetes advocacy organizations. Questionnaire development consisted of a scoping literature review, individual interviews, workshops, asynchronous virtual collaboration, and cognitive debriefing interviews. RESULTS We identified three overarching categories of DHS, which were meaningful to PwD and crucial for the identification of relevant outcomes: (1) online/digital tools for information, education, support, motivation; (2) personal health monitoring to support self-management; (3) digital and telehealth solutions for engaging with health professionals. Overall outcome domains identified to be important were diabetes-related quality of life, distress, treatment burden, and confidence in self-management. Additional positive and negative outcomes specific to DHS were identified and corresponding questions were incorporated into the survey questionnaire. CONCLUSION We identified the need for self-reporting of quality of life, diabetes distress, treatment burden, and confidence in self-management, as well as specific positive and negative impacts of DHS. We designed a survey questionnaire to further assess the perceptions and perspectives of people with type 1 and 2 diabetes on outcomes relevant for DHS evaluations.
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Affiliation(s)
| | | | | | - Paco Cerletti
- Roche Diagnostics International AG, Basel Branch Diabetes Care, Basel, Switzerland
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Short E, Gannon MA, Bounds K, Faitak B, Martin P, Moore S, Shannon D, Selig JP, English ES, Felix HC, Haggard-Duff L, Mejia-Otero J, McElfish PA, Long CR. An integrated approach to address diabetes in the context of food insecurity: Delivering health study protocol. Contemp Clin Trials Commun 2023; 33:101139. [PMID: 37215390 PMCID: PMC10195850 DOI: 10.1016/j.conctc.2023.101139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2022] [Revised: 04/03/2023] [Accepted: 04/11/2023] [Indexed: 05/24/2023] Open
Abstract
Background Diabetes self-management education and support (DSMES) interventions among food insecure individuals with type 2 diabetes (T2D) have found modest improvements in nutrition and health outcomes but are limited by barriers to attendance and retention. This study applies a community-based participatory research approach, engaging community members at all levels of intervention planning, development, implementation, and dissemination, to deliver a plain-language DSMES curriculum to food insecure community members with T2D. Methods This is a single-arm, pre-post design assessing the efficacy of a 12-week home-delivered DSMES curriculum and T2D-appropriate food box intervention to improve the nutrition and health outcomes of food insecure individuals with T2D. The intervention consists of a weekly food box delivery and handout with video links on key DSMES topics, developed and refined using community advisor feedback. Up to 100 English-, Spanish-, or Marshallese-speaking adult participants with T2D (HbA1c ≥ 7%) and food insecurity are being recruited from food pantries in northwest Arkansas. Data is collected at pre-intervention and immediately post-intervention. The primary study outcome is change in HbA1c. Secondary measures include diet quality (Healthy Eating Index-2015, calculated from 3 24-h dietary recall interviews via phone), body mass index, blood pressure, skin carotenoids, food security, T2D self-management behaviors, T2D self-efficacy, and T2D-related distress. Results Recruitment began in August 2021 and enrollment is anticipated to be complete in March 2023. Conclusion Findings from this study will provide a rich understanding of diabetes-related health outcomes and dietary patterns of individuals with food insecurity and T2D and inform future food-focused DSMES interventions in this setting.
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Affiliation(s)
- Eliza Short
- Office of Community Health and Research, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St., Springdale, AR, 72762, USA
| | - Matthew A. Gannon
- Office of Community Health and Research, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St., Springdale, AR, 72762, USA
| | - Kelsey Bounds
- Office of Community Health and Research, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St., Springdale, AR, 72762, USA
| | - Bonnie Faitak
- Office of Community Health and Research, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St., Springdale, AR, 72762, USA
| | - Pam Martin
- Office of Community Health and Research, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St., Springdale, AR, 72762, USA
| | - Sarah Moore
- Office of Community Health and Research, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St., Springdale, AR, 72762, USA
| | - DeAnna Shannon
- Samaritan Community Center, 1211 W. Hudson Rd., Rogers, AR, 72756, USA
| | - James P. Selig
- Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences Northwest, Springdale, AR, 72762, USA
| | - Emily S. English
- College of Medicine, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St., Springdale, AR, 72762, USA
| | - Holly C. Felix
- Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR, 72205, USA
| | - Lauren Haggard-Duff
- College of Nursing, University of Arkansas for Medical Sciences Northwest, 1125 N. College Ave, Fayetteville, AR, 72703, USA
| | - Juan Mejia-Otero
- Department of Pediatric Endocrinology, University of Arkansas for Medical Sciences, 4301 W. Markham St., Little Rock, AR, 72205, USA
| | - Pearl A. McElfish
- College of Medicine, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St., Springdale, AR, 72762, USA
| | - Christopher R. Long
- College of Medicine, University of Arkansas for Medical Sciences Northwest, 2708 S. 48th St., Springdale, AR, 72762, USA
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Messina R, Liliana I, Iommi M, Trombetta M, Roos T, Hermanns N, Di Sipio A, Fantini MP, Calvo V. Assessing attitudes towards insulin pump therapy in adults with type 1 diabetes: Italian validation of the Insulin Pump Attitudes Questionnaire (IT-IPA questionnaire). Acta Diabetol 2023; 60:687-695. [PMID: 36801976 PMCID: PMC10063466 DOI: 10.1007/s00592-023-02046-7] [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: 03/10/2022] [Accepted: 02/02/2023] [Indexed: 02/23/2023]
Abstract
AIMS The aim of the study was to adapt the German version of the insulin pump therapy (IPA) questionnaire to Italian (IT-IPA) and to evaluate its psychometric properties in adults with type 1 diabetes. METHODS We conducted a cross-sectional study, data were collected through an online survey. In addition to IT-IPA, questionnaires evaluating depression, anxiety, diabetes distress, self-efficacy, and treatment satisfaction were administered. The six factors identified in the IPA German version were assessed using confirmatory factor analysis; psychometric testing included construct validity and internal consistency. RESULTS The online survey was compiled by 182 individuals with type 1 diabetes: 45.6% continuous subcutaneous insulin infusion (CSII) users and 54.4% multiple daily insulin injection users. The six-factor model had a very good fit in our sample. The internal consistency was acceptable (Cronbach's α = 0.75; 95% IC [0.65-0.81]). Diabetes treatment satisfaction was positively correlated with a positive attitude towards CSII therapy (Spearman's rho = 0.31; p < 0.01), less Technology Dependency, higher Ease of Use, and less Impaired Body Image. Furthermore, less Technology Dependency was associated with lower diabetes distress and depressive symptoms. CONCLUSIONS The IT-IPA is a valid and reliable questionnaire evaluating attitudes towards insulin pump therapy. The questionnaire can be used for clinical practice during consultations for shared decision-making to CSII therapy.
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Affiliation(s)
- Rossella Messina
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Via San Giacomo 12, 40126, Bologna, Italy.
- Dipartimento Di Medicina, Azienda Ospedaliera-Università Di Padova, Padua, Italy.
| | - Indelicato Liliana
- University of Verona, Verona, Italy
- Dipartimento Di Medicina, Azienda Ospedaliera-Università Di Padova, Padua, Italy
| | - Marica Iommi
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Via San Giacomo 12, 40126, Bologna, Italy
- Dipartimento Di Medicina, Azienda Ospedaliera-Università Di Padova, Padua, Italy
| | - Maddalena Trombetta
- University of Verona, Verona, Italy
- Dipartimento Di Medicina, Azienda Ospedaliera-Università Di Padova, Padua, Italy
| | - Timm Roos
- Dipartimento Di Medicina, Azienda Ospedaliera-Università Di Padova, Padua, Italy
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
| | - Norbert Hermanns
- Dipartimento Di Medicina, Azienda Ospedaliera-Università Di Padova, Padua, Italy
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
| | - Annamaria Di Sipio
- Dipartimento Di Medicina, Azienda Ospedaliera-Università Di Padova, Padua, Italy
- Department of Philosophy, Sociology, Pedagogy, and Applied Psychology, University of Padova, Padua, Italy
| | - Maria Pia Fantini
- Department of Biomedical and Neuromotor Sciences, University of Bologna, Via San Giacomo 12, 40126, Bologna, Italy
- Dipartimento Di Medicina, Azienda Ospedaliera-Università Di Padova, Padua, Italy
| | - Vincenzo Calvo
- Dipartimento Di Medicina, Azienda Ospedaliera-Università Di Padova, Padua, Italy
- Department of Philosophy, Sociology, Pedagogy, and Applied Psychology, University of Padova, Padua, Italy
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Kolivas D, Fraser L, Schweitzer R, Brukner P, Moschonis G. Effectiveness of a Digitally Delivered Continuous Care Intervention (Defeat Diabetes) on Type 2 Diabetes Outcomes: A 12-Month Single-Arm, Pre-Post Intervention Study. Nutrients 2023; 15:2153. [PMID: 37417727 DOI: 10.3390/nu15092153] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 04/12/2023] [Accepted: 04/19/2023] [Indexed: 07/08/2023] Open
Abstract
Low-carbohydrate dietary approaches can lead to improvements in blood glucose levels and weight loss, as well as a reduction and/or cessation in medication use in people with type 2 diabetes (T2D). Recent technological advances have led to the development of health-related applications (apps), including a high proportion dedicated to the management of diabetes. The Defeat Diabetes Program is a smartphone- and web-based app that provides guidance on a low-carbohydrate dietary approach for T2D and was designed to be used in conjunction with standard care in the medical management of T2D. The primary aim of this protocol is to provide the rationale and design of a single-arm 12-month pre-post intervention clinical trial using the Defeat Diabetes Program in an Australian community-based cohort of people with T2D who were referred by their general practitioner (GP). The study seeks to engage the GP community to help demonstrate whether the results of using a low-carbohydrate dietary approach for T2D can be achieved by the Defeat Diabetes Program in their patients. This protocol describes (1) the rationale for the selection of primary and secondary outcome measures, (2) the sampling procedures and methodological steps used to identify eligible participants and collect data, and (3) the approach followed to involve and educate GPs to support the trial.
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Affiliation(s)
- Despina Kolivas
- Department of Sport, Exercise and Nutrition Sciences, School of Allied Health, Human Services & Sport, La Trobe University, Bundoora 3086, Australia
| | - Liz Fraser
- Watson General Practice, Watson 2602, Australia
| | - Ronald Schweitzer
- East Bentleigh Medical Group, Bentleigh East 3165, Australia
- Department of General Practice, School of Public Health and Preventive Medicine, Monash University, Clayton 3800, Australia
| | - Peter Brukner
- La Trobe Sport and Exercise Medicine Research Centre (LASEM), School of Allied Health, Human Services & Sport, La Trobe University, Bundoora 3086, Australia
| | - George Moschonis
- Department of Sport, Exercise and Nutrition Sciences, School of Allied Health, Human Services & Sport, La Trobe University, Bundoora 3086, Australia
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Charleer S, De Block C, Bolsens N, Van Huffel L, Nobels F, Mathieu C, Gillard P. Sustained Impact of Intermittently Scanned Continuous Glucose Monitoring on Treatment Satisfaction and Severe Hypoglycemia in Adults with Type 1 Diabetes (FUTURE): An Analysis in People with Normal and Impaired Awareness of Hypoglycemia. Diabetes Technol Ther 2023; 25:231-241. [PMID: 36648249 DOI: 10.1089/dia.2022.0452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
Objective: Nationwide reimbursement of intermittently scanned continuous glucose monitoring (isCGM) was introduced in Belgium (2016). This real-world observational study investigates the impact of isCGM over 24 months on adults with type 1 diabetes with impaired or normal awareness of hypoglycemia (IAH or NAH). Methods: We included 1905 people who started first-generation 14-day FreeStyle Libre (without alerts). Sixteen percent had IAH. Primary endpoint was evolution of quality of life (QOL); secondary endpoints were evolution of severe hypoglycemia, work absenteeism, glycated hemoglobin (HbA1c), and sensor-measured outcomes. Results: At baseline, people with IAH (n = 308) had significantly worse QOL than people with NAH (n = 1594). Only people with IAH improved on the hypoglycemia fear survey-worry subscale after 24 months (22.8 [95% confidence interval: 21.4-24.2] at baseline; 20.6 [19.0-22.1] at 24 months, P = 0.002). For both groups, Diabetes Treatment Satisfaction Scale improved over 24 months (IAH: +3.1 [2.1-4.1], P < 0.001; NAH: +2.3 [1.9-2.7], P < 0.001), whereas general QOL, diabetes distress, and HbA1c remained stable. People with IAH showed the strongest decline in work absenteeism and severe hypoglycemia (36.4% having an event 6 months before isCGM initiation; 16.0% having an event during last 6 months of follow-up, P < 0.001), with similar observations for hypoglycemia hospitalization and hypoglycemia coma. Over 24 months, people with IAH spent more time in hypoglycemia, but less time in hyperglycemia than people with NAH. Conclusion: These data show sustained improvement of severe hypoglycemia, work absenteeism, and hypoglycemia fear after isCGM reimbursement, mostly driven by people with IAH. Together with improved treatment satisfaction, irrespective of hypoglycemia awareness level, isCGM without alerts is a valuable tool under long-term real-world conditions. Clinical Trial Registration number: NCT02898714.
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Affiliation(s)
- Sara Charleer
- Department of Endocrinology, University Hospitals Leuven-KU Leuven, Leuven, Belgium
| | - Christophe De Block
- Department of Endocrinology, Diabetology and Metabolism, University of Antwerp-Antwerp University Hospital, Edegem, Belgium
| | - Nancy Bolsens
- Department of Endocrinology, Diabetology and Metabolism, University of Antwerp-Antwerp University Hospital, Edegem, Belgium
| | | | - Frank Nobels
- Department of Endocrinology, OLV Hospital Aalst, Aalst, Belgium
| | - Chantal Mathieu
- Department of Endocrinology, University Hospitals Leuven-KU Leuven, Leuven, Belgium
| | - Pieter Gillard
- Department of Endocrinology, University Hospitals Leuven-KU Leuven, Leuven, Belgium
- Fonds Wetenschappelijk Onderzoek (FWO), Brussels, Belgium
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Closed-loop insulin delivery in pregnant women with type 1 diabetes (CRISTAL): a multicentre randomized controlled trial - study protocol. BMC Pregnancy Childbirth 2023; 23:180. [PMID: 36927458 PMCID: PMC10018977 DOI: 10.1186/s12884-023-05481-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 03/01/2023] [Indexed: 03/18/2023] Open
Abstract
BACKGROUND Despite increasing use of continuous glucose monitoring (CGM) and continuous subcutaneous insulin infusion (CSII, insulin pumps) in type 1 diabetes (T1D) in pregnancy, achieving recommended pregnancy glycaemic targets (3.5-7.8 mmol/L or 63-140 mg/dL) remains challenging. Consequently, the risk of adverse pregnancy outcomes remains high. Outside pregnancy, hybrid closed-loop (HCL) insulin delivery systems have led to a paradigm shift in the management of T1D, with 12% higher time in glucose target range (TIR) compared to conventional CSII. However, most commercially available HCL systems are currently not approved for use in pregnancy. This study aims to evaluate the efficacy, safety and cost-effectiveness of the MiniMed™ 780G HCL system (Medtronic) in T1D in pregnancy. METHODS In this international, open-label, randomized controlled trial (RCT), we will compare the MiniMed™ 780G HCL system to standard of care (SoC) in T1D in pregnancy. Women aged 18-45 years with T1D diagnosis of at least one year, HbA1c ≤ 86 mmol/mol (≤ 10%), and confirmed singleton pregnancy up to 11 weeks 6 days will be eligible. After providing written informed consent, all participants will wear a similar CGM system (Guardian™ 3 or Guardian™ 4 CGM) during a 10-day run-in phase. After the run-in phase, participants will be randomised 1:1 to 780G HCL (intervention) or SoC [control, continuation of current T1D treatment with multiple daily injections (MDI) or CSII and any type of CGM] stratified according to centre, baseline HbA1c (< 53 vs. ≥ 53 mmol/mol or < 7 vs. ≥ 7%), and method of insulin delivery (MDI or CSII). The primary outcome will be the time spent within the pregnancy glucose target range, as measured by the CGM at four time points in pregnancy: 14-17, 20-23, 26-29, and 33-36 weeks. Prespecified secondary outcomes will be overnight TIR, time below range (TBR: <3.5 mmol/L or < 63 mg/dL), and overnight TBR. Other outcomes will be exploratory. The planned sample size is 92 participants. The study will end after postpartum discharge from hospital. Analyses will be performed according to intention-to-treat as well as per protocol. DISCUSSION This large RCT will evaluate a widely used commercially available HCL system in T1D in pregnancy. Recruitment began in January 2021 and was completed in October 2022. Study completion is expected in May 2023. TRIAL REGISTRATION ClinicalTrials.gov: NCT04520971. Registration date: August 20, 2020. https://clinicaltrials.gov/ct2/show/NCT04520971.
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Harakeh Z, de Hoogh IM, van Keulen H, Kalkman G, van Someren E, van Empelen P, Otten W. 360° Diagnostic Tool to Personalize Lifestyle Advice in Primary Care for People With Type 2 Diabetes: Development and Usability Study. JMIR Form Res 2023; 7:e37305. [PMID: 36881463 PMCID: PMC10031445 DOI: 10.2196/37305] [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: 02/16/2022] [Revised: 10/19/2022] [Accepted: 12/05/2022] [Indexed: 03/08/2023] Open
Abstract
BACKGROUND Various multifaceted factors need to be addressed to improve the health and quality of life of people with type 2 diabetes (T2D). Therefore, we developed a web-based decision support tool that comprises a more holistic diagnosis (including 4 domains: body, thinking and feeling, behavior, and environment) and personalized advice. This 360° diagnostic tool enables people with T2D and health care professionals at the general practice to obtain an overview of the most important T2D-related issues and, subsequently, determine the most suitable intervention for the person with T2D. OBJECTIVE This study aimed to describe the systematic and iterative development and evaluation of the web-based 360° diagnostic tool. METHODS We defined the requirements for the web-based 360° diagnostic tool based on previously developed tools, a literature review, and inputs from a multidisciplinary team of experts. As part of the conceptualization, we defined 3 requirements: diagnostics; feedback; and advice, consultation, and follow-up. Next, we developed and designed the content for each of these requirements. We evaluated the diagnostic part of the tool (ie, measurement instruments and visualization) with a qualitative design, in a usability study with a think-aloud strategy and interview questions, among 8 people with T2D at a Dutch general practice. RESULTS For each of the 4 domains, specific parameters and underlying elements were selected, and measurement instruments (including clinical data and questionnaires) were chosen. Cutoff values were defined to identify high-, middle-, and low-ranking scores, and decision rules were developed and implemented using R scripts and algorithms. A traffic light color visual design was created (profile wheel) to provide an overview of the scores per domain. We mapped the interventions that could be added to the tool and developed a protocol designed as a card deck with motivational interview steps. Furthermore, the usability study showed that people with T2D perceived the tool as easy to use, useful, easy to understand, and insightful. CONCLUSIONS Preliminary evaluation of the 360° diagnostic tool by experts, health care professionals, and people with T2D showed that the tool was considered relevant, clear, and practical. The iterative process provided insights into the areas of improvement, which were implemented. The strengths, shortcomings, future use, and challenges are also discussed.
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Affiliation(s)
- Zeena Harakeh
- Department of Child Health, TNO, Netherlands Organization for Applied Scientific Research, Leiden, Netherlands
| | - Iris M de Hoogh
- Department of Microbiology and Systems Biology, TNO, Netherlands Organization for Applied Scientific Research, Leiden, Netherlands
| | - Hilde van Keulen
- Department of Child Health, TNO, Netherlands Organization for Applied Scientific Research, Leiden, Netherlands
| | - Gino Kalkman
- Department of Risk Analysis for Products in Development, TNO, Netherlands Organization for Applied Scientific Research, Utrecht, Netherlands
| | - Eugene van Someren
- Department of Risk Analysis for Products in Development, TNO, Netherlands Organization for Applied Scientific Research, Utrecht, Netherlands
| | - Pepijn van Empelen
- Department of Child Health, TNO, Netherlands Organization for Applied Scientific Research, Leiden, Netherlands
| | - Wilma Otten
- Department of Sustainable Productivity and Employability, TNO, Netherlands Organization for Applied Scientific Research, Leiden, Netherlands
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Witkow S, Liberty IF, Goloub I, Kaminsky M, Otto O, Rabia Y, Boehm IH, Golan R. Simplifying carb counting: A randomized controlled study - Feasibility and efficacy of an individualized, simple, patient-centred carb counting tool. Endocrinol Diabetes Metab 2023; 6:e411. [PMID: 36750449 PMCID: PMC10000617 DOI: 10.1002/edm2.411] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 01/11/2023] [Accepted: 01/28/2023] [Indexed: 02/09/2023] Open
Abstract
INTRODUCTION The purpose of this study was to introduce and test a simple, individualized carbohydrate counting tool designed for persons with Type 1 Diabetes Mellitus (T1DM) in order to determine whether the tool improved A1C levels for participants with age, education or language barriers. METHODS In a randomized controlled trial, 85 participants were offered six diabetes instructional sessions free of charge over a six-month period. Forty-one received guidance using the regular carbohydrate counting (RCC) method. Forty-four received guidance using an individualized 'Simple Carb Counting' (SCC), involving two customized tables prepared for participants. RESULTS The simple, individualized SCC tool for carbohydrate counting was non-inferior to the standard method of RCC. The SCC tool was more effective among participants aged 40 and older, while no differences were found when comparing participants by education level. Irrespective of intervention group, all participants improved their A1C level (9.9% = 13.2 mmol/L vs 8.6% = 11.1 mmol/L, p = .001). A greater improvement in A1C level was seen in newly diagnosed participants (-6.1 vs -0.7, p = .005, -3.4 vs 0.9, p = .032) in both the RCC and SCC groups. All participants expressed improved emotional level per their PAID5 questionnaires (Problem Areas in Diabetes Scale-PAID), (10.6 (±5.7) vs 9.5 (±5.7), p = .023), with women reporting greater improvement than men. CONCLUSIONS SCC is a simple, individualized, feasible, low-tech tool for carbohydrate counting, which promotes and enables accurate insulin dosing in people with T1DM. It was found more effective among participants aged 40 and older. Additional studies are needed to corroborate these findings.
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Affiliation(s)
- Shulamit Witkow
- Diabetes Unit, Soroka University Medical CenterBeer ShevaIsrael
| | - Idit F. Liberty
- Diabetes Unit, Soroka University Medical CenterBeer ShevaIsrael
- Ben‐Gurion University of the NegevBeer ShevaIsrael
| | - Irina Goloub
- Diabetes Unit, Soroka University Medical CenterBeer ShevaIsrael
| | - Malka Kaminsky
- Diabetes Unit, Soroka University Medical CenterBeer ShevaIsrael
| | - Olga Otto
- Diabetes Unit, Soroka University Medical CenterBeer ShevaIsrael
- Clalit HMO of the NegevBeer ShevaIsrael
| | - YonesAbu Rabia
- Diabetes Unit, Soroka University Medical CenterBeer ShevaIsrael
- Clalit HMO of the NegevBeer ShevaIsrael
| | | | - Rachel Golan
- Ben‐Gurion University of the NegevBeer ShevaIsrael
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Gyawali B, Ratib D, Dræbel T, Kyanddodo D, Nakanjako R, Nanfuka E, Bygberg IC, Meyrowitsch DW, Skovdal M. Factors associated with continuity of care in hypertension and type 2 diabetes among forcibly displaced persons in the Bidibidi refugee settlement in Uganda: Protocol for a cross-sectional, mixed-methods study. Res Social Adm Pharm 2023; 19:913-920. [PMID: 37024345 DOI: 10.1016/j.sapharm.2023.02.017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2023] [Accepted: 02/25/2023] [Indexed: 03/05/2023]
Abstract
BACKGROUND Non-communicable diseases in humanitarian settings are generally under-researched, particularly in Africa and have been called a neglected crisis. Little is known about factors affecting access to and (dis)continuity of care for chronic conditions, such as hypertension (HTN) and type 2 diabetes among forcibly displaced persons (FDPs) in Uganda. AIM To investigate factors affecting access to and (dis)continuity of HTN and/or type 2 diabetes care among FDPs in the Bidibidi refugee settlement, Uganda. METHODS A sequential explanatory mixed-methods design incorporating methodological and investigator triangulation will be conducted. The study aims to employ a community-based participatory research approach to equitably engage community members, researchers, and other stakeholders in the research process, recognising and maximising their diverse contributions. In phase 1, the quantitative arm of the study, 960 FDPs with HTN and/or type 2 diabetes will be interviewed about their sociodemographic characteristics, health status, migration experiences, social capital, and awareness, treatment, and control of these diseases. Participants will be purposively recruited from phase 1 as well as village health teams, healthcare providers, and policymakers to participate in phase 2, the qualitative study, in order to gain more insight into how mobility and social factors affect (dis)continuity of care among FDPs with HTN and/or type 2 diabetes. DISCUSSION The findings from phase 1 and phase 2 of the study will be integrated through a triangulation process to provide a more holistic and comprehensive insight into the factors affecting access to and (dis)continuity for HTN and/or type 2 diabetes care among FDPs. Understanding these factors is expected to pave the way for conceptualizing health-enabling environments and strengthening health systems for FDPs with chronic conditions. It is anticipated that the study will generate baseline evidence that might be beneficial in developing and implementing HTN and diabetes care models for FDPs in the region.
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Trief PM, Uschner D, Kalichman S, Anderson BJ, Fette LM, Wen H, Bulger JD, Weinstock RS. Psychosocial factors predict medication adherence in young adults with youth-onset type 2 diabetes: Longitudinal results from the TODAY2 iCount study. Diabet Med 2023; 40:e15062. [PMID: 36751994 DOI: 10.1111/dme.15062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Revised: 01/13/2023] [Accepted: 02/06/2023] [Indexed: 02/09/2023]
Abstract
AIM To identify psychosocial predictors of medication adherence in young adults with youth-onset type 2 diabetes in the Treatment Options for type 2 Diabetes in Adolescents and Youth (TODAY2) cohort. METHODS Participants (mean age: 26 years) completed validated psychosocial measures. Unannounced telephone pill counts were completed at T1 (baseline) and T2 (follow-up, approximately 1 year later) to assess adherence to oral hypoglycaemia agents (OHAs). Adherence to insulin was assessed by self-report. Logistic and linear regressions identified factors that predicted 'low adherence' (<80% of pills/insulin) and per cent adherence, adjusted for potential confounders. RESULTS Of 171 participants with OHA adherence scores at T1 and T2 (65% women, 43% Hispanic and 35% non-Hispanic Black), 65.4% were low adherent. After adjustment (including T1 adherence), concerns about diabetes medicines (adverse effects, dependence) at T1 predicted higher odds of being low adherent (categorical) at T2 (p = 0.019). Housing insecurity (p = 0.045) and reporting ≥2 need insecurities (p = 0.027) at T1 predicted lower per cent adherence (continuous) at T2. Of 157 participants with insulin adherence scores at T1 and T2 (69% women, 38% Hispanic and 38% non-Hispanic Black), 36.3% were low adherent. After adjustment (including T1 adherence), beliefs that medicines are overused predicted higher odds of insulin low adherence at T2 (p = 0.013), and beliefs that medicines are harmful (p = 0.004) and overused (p = 0.010) predicted lower per cent insulin adherence at T2. CONCLUSIONS Suboptimal medication adherence, common in young adults with youth-onset type 2 diabetes, is predicted by interfering beliefs about medicines and social factors. We must address these beliefs and unmet needs to develop tailored interventions for this vulnerable group.
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Affiliation(s)
- Paula M Trief
- Department of Psychiatry and Behavioral Sciences, State University of New York Upstate Medical University, Syracuse, New York, USA
| | - Diane Uschner
- The Biostatistics Center, George Washington University, Washington, DC, USA
| | - Seth Kalichman
- Department of Psychological Sciences, University of Connecticut, Storrs, Connecticut, USA
| | - Barbara J Anderson
- Department of Pediatrics-Psychology, Baylor College of Medicine, Houston, Texas, USA
| | - Lida M Fette
- The Biostatistics Center, George Washington University, Washington, DC, USA
| | - Hui Wen
- The Biostatistics Center, George Washington University, Washington, DC, USA
| | - Jane D Bulger
- Department of Medicine, State University of New York Upstate Medical University, Syracuse, New York, USA
| | - Ruth S Weinstock
- Department of Medicine, State University of New York Upstate Medical University, Syracuse, New York, USA
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Mach C, Bulanadi J, Gucciardi E, Segal P, De Melo M. Exploring the Needs of Adults Living With Type 1 or Type 2 Diabetes Distress Using the Problem Areas in Diabetes 5 Tool. Can J Diabetes 2023; 47:51-57.e1. [PMID: 36154985 DOI: 10.1016/j.jcjd.2022.07.008] [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: 03/01/2022] [Revised: 07/12/2022] [Accepted: 07/28/2022] [Indexed: 01/31/2023]
Abstract
OBJECTIVES This study investigated the feasibility and acceptability of implementing a screening tool as a part of routine care and the subsequent screening experiences of patients and clinicians. Additionally, potential sources of diabetes distress (DD) were identified in this clinical population. METHODS Our investigation was a cross-sectional, mixed-methods, convenience sample of 203 patients living with type 1 or type 2 diabetes from 2 Canadian tertiary hospital-based clinics. The Problem Areas in Diabetes 5 (PAID5) scale was used to assess DD. Structured telephone interviews of patients with high DD scores and care provider focus group transcriptions were analyzed using a deductive thematic content analysis. RESULTS The prevalence of DD was 45%. Lack of medication coverage (p=0.02) and presence of neuropathy (p=0.04) were approximately 5- and 2-fold more likely to be predictors of high DD, respectively. Patient interviews identified DD screening as an opportunity to share and feel supported but demonstrated their fear of discussing mental health concerns. Patients found discussion about mental health helpful and often did not require a referral to a mental health specialist. Staff focus groups discussed screening as a feasible tool, but also acknowledged barriers and knowledge gaps that preclude DD screening integration in routine clinical practice. Specialized training for clinicians may help increase confidence and improve uptake of DD screening into routine clinical practice. CONCLUSIONS The prevalence of DD in outpatient care settings is high. Findings suggest that integrating the PAID5 screening tool into regular clinical practice is feasible by patients and care providers.
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Affiliation(s)
- Calvin Mach
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Jeroselle Bulanadi
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
| | - Enza Gucciardi
- School of Nutrition, Ryerson University, Toronto, Ontario, Canada
| | - Phillip Segal
- Faculty of Medicine, Division of Endocrinology, University of Toronto, Toronto, Ontario, Canada; Toronto General Hospital, University Health Network, Toronto, Ontario, Canada
| | - Margaret De Melo
- Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada.
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Improving Health and Diabetes Self-Management in Immigrants with Type 2 Diabetes Through a Co-Created Diabetes Self-Management Education and Support Intervention. J Community Health 2023; 48:141-151. [PMID: 36326989 PMCID: PMC9632564 DOI: 10.1007/s10900-022-01151-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2022] [Indexed: 11/06/2022]
Abstract
To examine the impact of a co-created culturally sensitive diabetes self-management education and support (DSMES) intervention on the physical and mental health of immigrants with type 2 diabetes (T2D). Pre- and post-test among people with T2D whose primary language was Urdu, Arabic or Turkish (n = 97). Participants were offered a six-week intervention based on a person-centred approach using research-based dialogue tools to facilitate learning and reflection, which was developed in co-creation with immigrants and healthcare professionals. Data were collected at baseline, post-intervention and after 6 months and analysed using paired t-tests, Wilcoxon signed-rank tests, chi-square tests and regression models when appropriate. Several clinical outcomes were improved post-intervention, including HbA1c (P < 0.001), body fat percentage (P = 0.002), self-rated general health (P = 0.05), well-being (P = 0.004) and several self-management behaviours, e.g., physical activity (P < 0.001). Most outcomes remained improved after 6 months, but the effect on HbA1c was no longer statistically significant. Some outcomes were improved only at 6 months, including waist circumference (P < 0.001) and diabetes-related emotional distress (P < 0.001). Fatigue did not change. Attendance at more programme sessions was associated with better outcomes. The DSMES intervention developed in a co-creation process was highly effective in improving the health of immigrants with T2D.
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Segal J, DeGrazia R, Pitts S, Brown K, Taualii M. Comprehensive Diabetes Assessment Instrument for Patients With Type 2 Diabetes. J Prim Care Community Health 2023; 14:21501319231204590. [PMID: 37981732 PMCID: PMC10658767 DOI: 10.1177/21501319231204590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 08/17/2023] [Accepted: 09/13/2023] [Indexed: 11/21/2023] Open
Abstract
AIMS There is a paucity of efficient processes for collecting information in a primary care setting to connect patients afflicted with type 2 diabetes to valuable resources. The objective of this research project was to develop a Comprehensive Diabetes Assessment (CDA) instrument which could be used to assess patients' barriers to best outcomes. METHODS We reviewed published literature and online compilations for validated tools assessing threats to optimal diabetes self-management. We conducted focus groups with patients, clinicians, and service providers who provided feedback on the tools' appropriateness and feasibility. We aggregated the favored tools and did cognitive testing with patients to assess understanding and affective response to the instrument. RESULTS Five focus groups involved varied stakeholders in Baltimore, MD and Honolulu, HI. We presented 2 tools assessing knowledge barriers, 3 tools assessing psychological barriers, 4 tools assessing literacy, and 1 numeracy. The final instrument included 6 multi-part items and takes 3 minutes to complete. Cognitive interviewing with 8 patients in Baltimore and 8 in Hawaii confirmed that the instrument is understandable, quick to complete, and is acceptable to patients. CONCLUSIONS Because of the complexity of self-management of diabetes, we suggest that this CDA instrument, plus a social needs assessment, should be administered at least annually and at times of clinical deterioration. We anticipate the instrument will be proven valuable in connecting patients to services from which they will benefit.
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Affiliation(s)
- Jodi Segal
- John Hopkins University School of Medicine, Baltimore, MD, USA
| | - Robert DeGrazia
- John Hopkins University School of Medicine, Baltimore, MD, USA
- Virginia Commonwealth University Medical Center North Hospital, Richmond, VA, USA
| | - Samantha Pitts
- John Hopkins University School of Medicine, Baltimore, MD, USA
| | - Kristal Brown
- John Hopkins University School of Medicine, Baltimore, MD, USA
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Serné EH, van den Berg IK, Racca C, van Raalte DH, Kramer MHH, de Wit M, Snoek FJ. Improved Effectiveness of Immediate Continuous Glucose Monitoring in Hypoglycemia-Prone People with Type 1 Diabetes Compared with Hypoglycemia-Focused Psychoeducation Following a Previous Structured Education: A Randomized Controlled Trial. Diabetes Technol Ther 2023; 25:50-61. [PMID: 36326825 DOI: 10.1089/dia.2022.0232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Objective: Stepped-care has been suggested in the management of patients with problematic hypoglycemia and impaired awareness of hypoglycemia (IAH), initially with psychoeducational programs based on blood glucose awareness training, progressing to diabetes technology in those with persisting need. We examined the clinical effectiveness of stepped-care starting with HypoAware and adding continuous glucose monitoring (CGM) as needed, versus immediate CGM in type 1 diabetes patients with problematic hypoglycemia despite previous structured education in insulin adjustment. Research Design and Methods: A randomized controlled trial (N = 52, mean age 53, 56% females). The stepped-care group attended HypoAware. If a severe hypoglycemic event (SHE) had occurred or IAH was still present after 6 months, CGM was initiated. The control group started immediate CGM. Primary endpoint was the number of participants with self-reported SHE. Secondary outcomes, evaluated at 6 and 12 months, were glycated hemoglobin (HbA1c), the number of participants with IAH time below range (TBR; <54 mg/dL), and patient-reported outcomes (PROs). Results: At 6 months, the number of patients reporting SHE had decreased significantly more in the CGM group: -39% (P < 0.05). HbA1c decreased more in the CGM group (-0.47 percentage-points, P < 0.05). IAH was restored in 31% of patients in both groups. TBR (<54 mg/dL) was lower in the CGM group (-2.4 percentage-points, P < 0.05). In the stepped-care group, 93% started CGM/intermittently scanned CGM. At 12 months, the number of patients reporting SHE was still higher in the stepped-care group. No differences were found in PROs. Conclusions: Immediate start of CGM is more effective than a hypoglycemia-focused reeducation program in reducing SHE risk and attaining glycemic targets in individuals with problematic hypoglycemia and IAH despite previous education in insulin dose adjustment. Trial registration: Netherlands Trial Register, NL64474.029.18.
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Affiliation(s)
- Erik H Serné
- Department of Internal Medicine, Diabetes Center, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Ingrid Kirsten van den Berg
- Department of Medical Psychology, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Caterina Racca
- Department of Internal Medicine, Diabetes Center, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Daniël H van Raalte
- Department of Internal Medicine, Diabetes Center, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Mark H H Kramer
- Department of Internal Medicine, Diabetes Center, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Maartje de Wit
- Department of Medical Psychology, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Frank J Snoek
- Department of Medical Psychology, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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Du Y, Baumert J, Paprott R, Färber F, Nübel J, Hermanns N, Heidemann C, Scheidt-Nave C. Diabetes-related distress and associated factors among adults with diabetes in Germany: Results of the nationwide study "Disease knowledge and information needs - Diabetes mellitus 2017". J Psychosom Res 2023; 164:111073. [PMID: 36370499 DOI: 10.1016/j.jpsychores.2022.111073] [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: 03/16/2022] [Revised: 09/30/2022] [Accepted: 10/24/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Diabetes-related distress (DRD) can affect diabetes management adversely. In lack of population-based data, the frequency and determinants of DRD among adults with diabetes in Germany remain controversial. METHODS This study included 1367 adults with diabetes who participated in a nationwide health telephone survey conducted among German adults aged 18 years and older in 2017. The short form of the Problem Areas in Diabetes (PAID-5) scale was used to assess DRD. The associations of high DRD (PAID-5 sum score ≥ 8) with socio-demographics, diabetes-related risk factors, diabetes clinical characteristics as well as quality of self-care and chronic illness care assessed by patients were tested in multivariable logistic regression models. RESULTS The overall DRD prevalence was 15.1% (95% confidence intervals, 95% CIs, 12.5-18.0%) with no significant difference between men (14.7%, 95% CIs 11.2-19.1%) and women (15.4%, 11.9-19.8%). In multivariable analyses, DRD was significantly associated with younger age (odds ratio 0.96, 95% CIs 0.94-0.98, per year), immigration background (2.26, 1.16-4.42), current smoking (2.06, 1.14-3.70), insulin use (2.57, 1.45-4.56), and the presence of diabetes-specific complications (1.80, 1.10-2.94) or depressive symptoms (5.34, 3.24-8.81). Among those with depressive symptoms (18,4% of the study population), 38.3% also had DRD, which accounted for 7.0% (95% CIs 5.3-9.3%) of the study population. CONCLUSION DRD is a common health problem among adults with diabetes in Germany, and highly correlates with depressive symptoms, current smoking, immigration background, and insulin use. Addressing DRD needs to become an integrative part of ambulatory diabetes care.
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Affiliation(s)
- Yong Du
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany.
| | - Jens Baumert
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | - Rebecca Paprott
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | - Francesca Färber
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | - Julia Nübel
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | - Norbert Hermanns
- Research Institute of the Diabetes-Academy Bad Mergentheim (FIDAM), Bad Mergentheim, Baden-Württemberg, Germany
| | - Christin Heidemann
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
| | - Christa Scheidt-Nave
- Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany
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Bell T, Hazel E. Psychosocial Assessment Tools for Youth with Type 1 Diabetes: a 10-Year Review. Curr Diab Rep 2022; 22:549-569. [PMID: 36422793 DOI: 10.1007/s11892-022-01494-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/27/2022] [Indexed: 11/27/2022]
Abstract
PURPOSE OF REVIEW There is a notable lack of consistency in the measurement of psychosocial factors affecting youth with type 1 diabetes, resulting in a need for increased measurement standardization and establishment of measures tailored to capture unique experiences faced by youth. This review sought to assess 10 years of extant literature (2011 to 2020) to identify which established measurement tools are commonly used and to evaluate new measurement tools that were introduced during this period. RECENT FINDINGS There are a variety of psychosocial factors affecting youth, and assessment of these measures has shown substantial variability. Our review found that most frequently cited scales were those pertaining to self-efficacy, diabetes distress, family conflict, autonomy, and fear of hypoglycemia. During our review period, experts developed and validated 21 new scales, the majority of which sought to evaluate areas pertaining to diabetes distress. Of the common scales and newly developed scales identified in this review, psychometric properties showcase high reliability and validity, and items are becoming increasingly specific to youth but still lack assessment of how youth perceive technology's impact on diabetes management. The field would benefit from measures employing more nuanced age specificity and addressing technology usage.
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Inagaki S, Matsuda T, Muramae N, Abe K, Kato K. Diabetes-related shame among people with type 2 diabetes: an internet-based cross-sectional study. BMJ Open Diabetes Res Care 2022; 10:10/6/e003001. [PMID: 36593661 PMCID: PMC9748962 DOI: 10.1136/bmjdrc-2022-003001] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 11/29/2022] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION Emerging evidence suggests that diabetes stigma and negative emotions associated with it may impair the quality of life of people with diabetes. Among these psychological distresses, shame is considered the most distressing of all human emotional experiences and may be a condition to which diabetes clinicians should pay attention. This epidemiological study focused on diabetes-related shame and aimed to determine the prevalence of diabetes-related shame, its factors, and its association with psychological indicators. RESEARCH DESIGN AND METHODS A cross-sectional online survey was conducted among people with type 2 diabetes preregistered with a research firm. The questionnaire included experience of diabetes-related shame and demographic data such as age, clinical characteristic measures such as hemoglobin A1c (HbA1c), and psychological indicators, including the WHO Five Well-Being Index (WHO-5) and Problem Areas In Diabetes-5 (PAID-5). Differences in each indicator between people with diabetes who experienced shame and those who did not were analyzed with the unpaired t-test. As supplemental analysis, binomial logistic regression analysis was used to identify factors associated with the prevalence of diabetes-related shame. RESULTS Of the 510 participants, 32.9% experienced diabetes-related shame and 17.5% concealed their disease from colleagues or friends. Those who had experienced diabetes-related shame showed significantly lower WHO-5 and higher PAID-5 scores (p<0.001). However, no significant difference was found in HbA1c (p=0.36). Binomial logistic regression revealed that women, young adults, those without a college degree, those with low self-efficacy, and those with a strong sense of financial burden or external pressure were at higher risk of experiencing diabetes-related shame. CONCLUSIONS Among people with type 2 diabetes mellitus, diabetes-related shame was associated with diabetes-specific emotional distress and low psychological well-being. Further research and care development are needed to address diabetes-related shame and improve the quality of life of people with diabetes.
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Affiliation(s)
- Satoshi Inagaki
- Faculty of Nursing, Kobe City College of Nursing, Kobe, Japan
| | | | - Naokazu Muramae
- Division of General Internal Medicine, Kobe University School of Medicine, Kobe, Japan
| | - Kozue Abe
- Matsuda Diabetes Clinic, Kobe, Japan
| | - Kenji Kato
- Faculty of Nursing, Kobe Women's University, Kobe, Japan
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