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Stadler M, Zaremba N, Harrison A, Brown J, Pillay D, Allan J, Tan R, Ayis S, Konstantara E, Treasure J, Hopkins D, Ismail K. Safety of a co-designed cognitive behavioural therapy intervention for people with type 1 diabetes and eating disorders (STEADY): a feasibility randomised controlled trial. THE LANCET REGIONAL HEALTH. EUROPE 2025; 50:101205. [PMID: 39902232 PMCID: PMC11788855 DOI: 10.1016/j.lanepe.2024.101205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2024] [Revised: 12/09/2024] [Accepted: 12/20/2024] [Indexed: 02/05/2025]
Abstract
Background Safe management of people with Type 1 diabetes and EAting Disorders studY (STEADY) is a complex intervention for people with type 1 diabetes and mild-to-moderate disordered eating (T1DE) integrating cognitive behavioural therapy (CBT) with diabetes education. Aim was to test feasibility of STEADY in a randomised controlled trial. Methods Feasibility parallel-group, randomised (blocks of four) controlled open-label trial (RCT) of STEADY against usual care (Control) at King's College London, UK. Participants were referred by clinicians or self-referred via social media advertisements. Forty adults with T1DE (Hba1c < 15%, body mass index 15-35 kg/m2, age ≥ 18 years) were randomised. STEADY was delivered in 12 sessions by a CBT-trained Diabetes Specialist Nurse through video-conferencing and mobile app. Main outcome at 6 months post-randomisation was feasibility. Baseline mental health data (Structured Clinical Interview for DSM-5, SCID-5RV), and secondary biomedical outcomes (HbA1c; glucose time in range; TIR) and person-reported outcome measures (PROM: Diabetes Eating Problems Survey-Revised, DEPS-R; Eating Disorder Examination Questionnaire Short, EDE-QS; Type 1 Diabetes Distress Scale, T1DDS; Generalised Anxiety Disorder Assessment, GAD-7; Patient Health Questionnaire, PHQ-9; Impact of Diabetes Profile, DIDP) were collected. Analyses were conducted as intention-to-treat. ClinicalTrials.govNCT05140564. Findings Of the 98 screened, 40 participants with T1DE were randomised (recruitment rate: 40.81%; 95% CI: 31.60%, 50.72%): 38 women, 1 man, 1 trans man (37 White, 1 White/Asian, 1 Black; 39 ± 11 years old, diabetes duration 22 ± 15 years, HbA1c 9.1 ± 2.6%). The drop-out rate was 3/20 = 15% (4.39%, 36.55%) in STEADY and 2/20 = 10% (1.57%, 31.32%) in Control. STEADY reported lower GAD-7 (5.75 ± 2.89 vs 10.18 ± 5.31, p = 0.0060) and higher DIDP (3.13 ± 0.63 vs 2.46 ± 0.87, p = 0.020) at follow-up compared with Control, indicating lower anxiety and higher diabetes-specific quality-of-life. Compared to baseline, STEADY improved in DEPS-R, EDE-QS, GAD-7, PHQ-9 and T1DDS. Interpretation The STEADY-feasibility RCT demonstrated proof-of-concept for feasibility and mental health improvements in T1DE without deteriorating glycaemic control. A full scale RCT of STEADY will test effectiveness and implementation. Funding National Institute for Health Research (CS-2017-17-023).
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Affiliation(s)
- Marietta Stadler
- Department of Diabetes, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Department of Psychological Medicine, Diabetes, Psychology and Psychiatry Research Group, King's College London, London, UK
| | - Natalie Zaremba
- Department of Diabetes, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Department of Psychological Medicine, Diabetes, Psychology and Psychiatry Research Group, King's College London, London, UK
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Amy Harrison
- Department of Diabetes, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Department of Psychological Medicine, Diabetes, Psychology and Psychiatry Research Group, King's College London, London, UK
- Department of Psychology and Human Development, University College London, Institute of Psychiatry, London, UK
| | - Jennie Brown
- Department of Diabetes, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Department of Diabetes, King's College Hospital, London, UK
| | - Divina Pillay
- Department of Diabetes, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Jacqueline Allan
- Department of Diabetes, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Rachael Tan
- Department of Diabetes, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Department of Diabetes, King's College Hospital, London, UK
| | - Salma Ayis
- School of Population Health& Environmental Sciences, King's College London, UK
| | - Emmanouela Konstantara
- Department of Diabetes, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Janet Treasure
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - David Hopkins
- Department of Diabetes, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Diabetes Endocrinology and Obesity, King's Health Partners, London, UK
| | - Khalida Ismail
- Department of Psychological Medicine, Diabetes, Psychology and Psychiatry Research Group, King's College London, London, UK
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
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Holmes-Truscott E, Schipp J, Cooke DD, Hendrieckx C, Coates EJ, Heller SR, Speight J. Perceptions of adults with type 1 diabetes toward diabetes-specific quality of life measures: a survey-based qualitative exploration. Health Qual Life Outcomes 2024; 22:70. [PMID: 39218951 PMCID: PMC11367869 DOI: 10.1186/s12955-024-02285-4] [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: 04/19/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Diabetes-specific quality of life (QoL) questionnaires are commonly used to assess the impact of diabetes and its management on an individual's quality of life. While several valid and reliable measures of diabetes-specific QoL exist, there is no consensus on which to use and in what setting. Furthermore, there is limited evidence of their acceptability to people with diabetes. Our aim was to explore perceptions of adults with type 1 diabetes (T1D) toward five diabetes-specific QoL measures. METHODS Adults (aged 18 + years) with T1D living in Australia or the United Kingdom (UK) were eligible to take part in 'YourSAY: QoL', an online cross-sectional survey. Recruitment involved study promotion on diabetes-related websites and social media, as well as direct invitation of people with T1D via a hospital client list (UK only). In random order, participants completed five diabetes-specific QoL measures: Audit of Diabetes-Dependent Quality of Life (ADDQoL-19); Diabetes Care Profile: Social and Personal Factors subscale (DCP); DAWN Impact of Diabetes Profile (DIDP); Diabetes-Specific Quality of Life Scale: Burden Subscale (DSQoLS); Diabetes Quality of Life Questionnaire (Diabetes QOL-Q). They were invited to provide feedback on each questionnaire in the form of a brief free-text response. Responses were analysed using inductive, thematic template analysis. RESULTS Of the N = 1,946 adults with T1D who completed the survey, 20% (UK: n = 216, Australia: n = 168) provided qualitative responses about ≥ 1 measure. All measures received both positive and negative feedback, across four themes: (1) clarity and ease of completion, e.g., difficulty isolating impact of diabetes, dislike of hypothetical questions, and preference for 'not applicable' response options; (2) relevance and comprehensiveness, e.g., inclusion of a wide range of aspects of life to improve personal relevance; (3) length and repetition, e.g., length to be balanced against respondent burden; (4) framing and tone, e.g., preference for respectful language and avoidance of extremes. CONCLUSIONS These findings suggest opportunities to improve the relevance and acceptability of existing diabetes-specific QoL measures, and offer considerations for developing new measures, which need to be better informed by the preferences of people living with diabetes.
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Affiliation(s)
- Elizabeth Holmes-Truscott
- School of Psychology, Deakin University, Geelong, Australia.
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Carlton, Australia.
- Institute for Health Transformation, Deakin University, Geelong, Australia.
| | - Jasmine Schipp
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Carlton, Australia
- Institute for Health Transformation, Deakin University, Geelong, Australia
- Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Debbie D Cooke
- School of Health Sciences, University of Surrey, Guildford, UK
- Atlantis Health UK Ltd, London, UK
| | - Christel Hendrieckx
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Carlton, Australia
- Institute for Health Transformation, Deakin University, Geelong, Australia
| | - Elizabeth J Coates
- Sheffield Centre for Health and Related Research (SCHARR), Sheffield CTRU, Sheffield, UK
| | - Simon R Heller
- School of Medicine, Dept of Oncology and Metabolism, University of Sheffield, Sheffield, UK
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Carlton, Australia
- Institute for Health Transformation, Deakin University, Geelong, Australia
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Carlton J, Powell PA, Broadley M, de Galan BE, Heller S, Comins J, Rosilio M, Pouwer F, Gall MA, Child CJ, McCrimmon RJ, Rowen D. Development of a new health-related quality of life measure for people with diabetes who experience hypoglycaemia: the Hypo-RESOLVE QoL. Diabetologia 2024; 67:1536-1551. [PMID: 38777868 PMCID: PMC11343818 DOI: 10.1007/s00125-024-06182-9] [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: 12/05/2023] [Accepted: 04/15/2024] [Indexed: 05/25/2024]
Abstract
AIMS/HYPOTHESIS Valid and reliable patient-reported outcome measures are vital for assessing disease impact, responsiveness to healthcare and the cost-effectiveness of interventions. A recent review has questioned the ability of existing measures to assess hypoglycaemia-related impacts on health-related quality of life for people with diabetes. This mixed-methods project was designed to produce a novel health-related quality of life patient-reported outcome measure in hypoglycaemia: the Hypo-RESOLVE QoL. METHODS Three studies were conducted with people with diabetes who experience hypoglycaemia. In Stage 1, a comprehensive health-related quality of life framework for hypoglycaemia was elicited from semi-structured interviews (N=31). In Stage 2, the content validity and acceptability of draft measure content were tested via three waves of cognitive debriefing interviews (N=70 people with diabetes; N=14 clinicians). In Stage 3, revised measure content was administered alongside existing generic and diabetes-related measures in a large cross-sectional observational survey to assess psychometric performance (N=1246). The final measure was developed using multiple evidence sources, incorporating stakeholder engagement. RESULTS A novel conceptual model of hypoglycaemia-related health-related quality of life was generated, featuring 19 themes, organised by physical, social and psychological aspects. From a draft version of 76 items, a final 14-item measure was produced with satisfactory structural (χ2=472.27, df=74, p<0.001; comparative fit index =0.943; root mean square error of approximation =0.069) and convergent validity with related constructs (r=0.46-0.59), internal consistency (α=0.91) and test-retest reliability (intraclass correlation coefficient =0.87). CONCLUSIONS/INTERPRETATION The Hypo-RESOLVE QoL is a rigorously developed patient-reported outcome measure assessing the health-related quality of life impacts of hypoglycaemia. The Hypo-RESOLVE QoL has demonstrable validity and reliability and has value for use in clinical decision-making and as a clinical trial endpoint. DATA AVAILABILITY All data generated or analysed during this study are included in the published article and its online supplementary files ( https://doi.org/10.15131/shef. DATA 23295284.v2 ).
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Affiliation(s)
- Jill Carlton
- Sheffield Centre of Health and Related Research (SCHARR), University of Sheffield, Sheffield, UK.
| | - Philip A Powell
- Sheffield Centre of Health and Related Research (SCHARR), University of Sheffield, Sheffield, UK
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Bastiaan E de Galan
- Department of Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+, Maastricht, the Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, the Netherlands
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
| | - Jonathan Comins
- Medical Science Innovation, Centre of Expertise, Patient Focused Drug Development, Novo Nordisk A/S, Søborg, Denmark
| | - Myriam Rosilio
- Diabetes & Obesity Medical Unit, Eli Lilly & Company, Neuilly sur seine, France
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
| | - Mari-Anne Gall
- Medical & Science, Diabetes, Clinical Drug Development, Novo Nordisk A/S, Søborg, Denmark
| | | | - Rory J McCrimmon
- Systems Medicine, School of Medicine, University of Dundee, Dundee, Scotland
| | - Donna Rowen
- Sheffield Centre of Health and Related Research (SCHARR), University of Sheffield, Sheffield, UK
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Zaremba N, Martine-Edith G, Divilly P, Søholm U, Broadley M, Ali N, Abbink EJ, de Galan B, Cigler M, Mader JK, Brosen J, Pedersen-Bjergaard U, Vaag A, Evans M, Renard E, McCrimmon RJ, Heller S, Speight J, Pouwer F, Amiel SA, Choudhary P. Associations of clinical, psychological, and sociodemographic characteristics and ecological momentary assessment completion in the 10-week Hypo-METRICS study: Hypoglycaemia MEasurements ThResholds and ImpaCtS. Diabet Med 2024; 41:e15345. [PMID: 38760977 DOI: 10.1111/dme.15345] [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: 01/22/2024] [Revised: 04/23/2024] [Accepted: 04/25/2024] [Indexed: 05/20/2024]
Abstract
INTRODUCTION Reporting of hypoglycaemia and its impact in clinical studies is often retrospective and subject to recall bias. We developed the Hypo-METRICS app to measure the daily physical, psychological, and social impact of hypoglycaemia in adults with type 1 and insulin-treated type 2 diabetes in real-time using ecological momentary assessment (EMA). To help assess its utility, we aimed to determine Hypo-METRICS app completion rates and factors associated with completion. METHODS Adults with diabetes recruited into the Hypo-METRICS study were given validated patient-reported outcome measures (PROMs) at baseline. Over 10 weeks, they wore a blinded continuous glucose monitor (CGM), and were asked to complete three daily EMAs about hypoglycaemia and aspects of daily functioning, and two weekly sleep and productivity PROMs on the bespoke Hypo-METRICS app. We conducted linear regression to determine factors associated with app engagement, assessed by EMA and PROM completion rates and CGM metrics. RESULTS In 602 participants (55% men; 54% type 2 diabetes; median(IQR) age 56 (45-66) years; diabetes duration 19 (11-27) years; HbA1c 57 (51-65) mmol/mol), median(IQR) overall app completion rate was 91 (84-96)%, ranging from 90 (81-96)%, 89 (80-94)% and 94(87-97)% for morning, afternoon and evening check-ins, respectively. Older age, routine CGM use, greater time below 3.0 mmol/L, and active sensor time were positively associated with app completion. DISCUSSION High app completion across all app domains and participant characteristics indicates the Hypo-METRICS app is an acceptable research tool for collecting detailed data on hypoglycaemia frequency and impact in real-time.
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Affiliation(s)
- Natalie Zaremba
- Department of Diabetes, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Gilberte Martine-Edith
- Department of Diabetes, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Patrick Divilly
- Department of Diabetes, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Uffe Søholm
- Department of Diabetes, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Medical & Science, Patient Focused Drug Development, Novo Nordisk A/S, Søborg, Denmark
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Namam Ali
- Department of internal medicine, Radboud university medical centre, Nijmegen, The Netherlands
| | - Evertine J Abbink
- Department of internal medicine, Radboud university medical centre, Nijmegen, The Netherlands
| | - Bastiaan de Galan
- Department of internal medicine, Radboud university medical centre, Nijmegen, The Netherlands
- Department of internal medicine, division of Endocrinology, Maastricht University Medical Centre, Maastricht, The Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands
| | - Monika Cigler
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
| | - Julia K Mader
- Division of Endocrinology and Diabetology, Department of Internal Medicine, Medical University of Graz, Graz, Austria
- Division of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria
| | - Julie Brosen
- Department of Endocrinology and Nephrology, Copenhagen University Hospital - North Zealand, Hillerød, Denmark
| | - Ulrik Pedersen-Bjergaard
- Department of Endocrinology and Nephrology, Copenhagen University Hospital - North Zealand, Hillerød, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Allan Vaag
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Lund University Diabetes Center, Lund University, Lund, Sweden
- Department of Endocrinology, Skåne University Hospital, Malmö, Sweden
| | - Mark Evans
- Wellcome Trust-MRC Institute of Metabolic Science and Department of Medicine, University of Cambridge, Cambridge, UK
| | - Eric Renard
- Department of Endocrinology, Diabetes, Nutrition, Montpellier University Hospital, Montpellier, France
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Rory J McCrimmon
- Systems Medicine, School of Medicine, University of Dundee, Dundee, UK
| | | | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- School of Psychology, Deakin University, Geelong, Victoria, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- School of Psychology, Deakin University, Geelong, Victoria, Australia
- Steno Diabetes Center Odense, Odense, Denmark
| | - Stephanie A Amiel
- Department of Diabetes, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
| | - Pratik Choudhary
- Department of Diabetes, School of Life Course Sciences, Faculty of Life Sciences and Medicine, King's College London, London, UK
- Diabetes Research Centre, University of Leicester, Leicester, UK
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Fisher L, Polonsky W, Naranjo D, Strycker L, Hessler D. A novel approach to understanding and assessing the emotional side of type 1 diabetes: The Type 1-Diabetes Distress Assessment System. Diabet Med 2024; 41:e15282. [PMID: 38244209 DOI: 10.1111/dme.15282] [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: 09/29/2023] [Revised: 12/28/2023] [Accepted: 01/02/2024] [Indexed: 01/22/2024]
Abstract
AIMS To describe the development of a novel, conceptually sound instrument with contemporary content for assessing diabetes distress (DD) among adults with type 1 diabetes. METHODS Qualitative interviews with 15 adults and 7 clinicians were used to develop Core (intensity of DD emotional burden) and primary Source (key DD contributors) items. These were administered to a national sample recruited from the TCOYD Research Registry, T1D Exchange and our previous studies. Exploratory and confirmatory factor analyses were undertaken, along with reliability and construct validity studies, and cut-point analyses to determine elevated DD. RESULTS Analyses based on 650 respondents yielded an 8-item Core DD scale (α = 0.95) and 10 2- or 3-item DD Source Scales (α range = 0.53-0.88): Financial Worries, Interpersonal Challenges, Management Difficulties, Shame, Hypoglycemia Concerns, Healthcare Quality, Lack of Diabetes Resources, Technology Challenges, Burden to Others and Worries about Complications. Core and Source scores were significantly associated with criterion variables: Higher DD scores were significantly linked with higher HbA1C, more frequent episodes of severe hypoglycaemia, missed boluses, and poorer quality of life (p > 0.001). A ≥2.0 scale cut-point to define elevated DD is suggested. CONCLUSIONS The new T1-Diabetes Distress Assessment System demonstrated good reliability and validity, and with measures of both Core emotional burden and Sources of DD, it provides a contemporary, flexible and practical approach to assessing DD that can be used seamlessly to inform intervention for clinicians and researchers.
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Affiliation(s)
- Lawrence Fisher
- University of California, San Francisco, San Francisco, California, USA
| | | | | | | | - Danielle Hessler
- University of California, San Francisco, San Francisco, California, USA
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Rebalka IA, Noguchi KS, Bulyovsky KR, Badour MI, Juracic ES, Barrett K, Brahmbhatt A, Al-Khazraji B, Punthakee Z, Perry CGR, Kumbhare DA, MacDonald MJ, Hawke TJ. Targeting skeletal muscle health with exercise in people with type 1 diabetes: A protocol for HOMET1D, a prospective observational trial with matched controls. PLoS One 2024; 19:e0303448. [PMID: 38776307 PMCID: PMC11111001 DOI: 10.1371/journal.pone.0303448] [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: 04/10/2024] [Accepted: 04/17/2024] [Indexed: 05/24/2024] Open
Abstract
INTRODUCTION Individuals with type 1 diabetes (T1D) experience a complex set of alterations to skeletal muscle metabolic, neuromuscular, and vascular health; collectively referred to as diabetic myopathy. While the full scope of diabetic myopathy is still being elucidated, evidence suggests that even when individuals with T1D are physically active, indices of myopathy still exist. As such, there is a question if adherence to current physical activity guidelines elicits improvements in skeletal muscle health indices similarly between individuals with and without T1D. The objectives of this trial are to: 1) compare baseline differences in skeletal muscle health between adults with and without T1D, 2) examine the association between participation in a home-based exercise program, detraining, and retraining, with changes in skeletal muscle health, and 3) examine the roles of age and sex on these associations. METHODS AND ANALYSIS This will be a prospective interventional trial. Younger (18-30 years) and older (45-65 years) males and females with T1D and matched individuals without T1D will engage in a four-phase, 18-week study sequentially consisting of a one-week lead-in period, 12-week exercise training program, one-week detraining period, and four-week retraining period. The exercise program will consist of aerobic and resistance exercise based on current guidelines set by Diabetes Canada. Metabolic, neuromuscular, and vascular outcome measures will be assessed four times: at baseline, post-exercise program, post-detraining, and post-retraining. Differences in baseline metrics between those with and without T1D will be examined with independent sample t-tests, and with two-way analyses of variance for age- and sex-stratified analyses. Changes across the duration of the study will be examined using mixed-model analyses. DISSEMINATION Findings from this research will be shared locally and internationally with research participants, clinicians, diabetes educators, and patient advocacy organizations via in-person presentations, social media, and scientific fora. TRIAL REGISTRATION NUMBER NCT05740514.
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Affiliation(s)
- Irena A. Rebalka
- Department of Pathology & Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Kenneth S. Noguchi
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Kayla R. Bulyovsky
- Department of Pathology & Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Matthew I. Badour
- Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada
| | - Emma S. Juracic
- Department of Pathology & Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Khandra Barrett
- Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada
| | - Aditya Brahmbhatt
- School of Kinesiology & Health Science, Muscle Health Research Centre, York University, Toronto, Ontario, Canada
| | - Baraa Al-Khazraji
- Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada
| | - Zubin Punthakee
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Christopher G. R. Perry
- School of Kinesiology & Health Science, Muscle Health Research Centre, York University, Toronto, Ontario, Canada
| | - Dinesh A. Kumbhare
- Department of Kinesiology, McMaster University, Hamilton, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | | | - Thomas J. Hawke
- Department of Pathology & Molecular Medicine, McMaster University, Hamilton, Ontario, Canada
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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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Zaremba N, Harrison A, Brown J, Allan J, Pillay D, Treasure J, Ayis S, Hopkins D, Ismail K, Stadler M. Protocol for the STEADY intervention for type 1 diabetes and disordered eating: Safe management of people with Type 1 diabetes and EAting Disorders studY. Diabet Med 2024; 41:e15273. [PMID: 38191796 DOI: 10.1111/dme.15273] [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: 09/26/2023] [Revised: 12/06/2023] [Accepted: 12/09/2023] [Indexed: 01/10/2024]
Abstract
This paper describes the protocol to test the feasibility of the Safe management of people with Type 1 diabetes and EAting Disorders studY (STEADY) intervention. STEADY is a novel complex intervention for people with type 1 diabetes and disordered eating (T1DE) of mild to moderate severity. The STEADY intervention integrates cognitive behavioural therapy (CBT) with diabetes education, and was developed using Experience-Based Co-Design. METHODS: The feasibility of STEADY will be tested using a randomised controlled feasibility trial. Forty adults with T1DE will be recruited and randomised into the STEADY intervention or treatment as usual control group. We will collect demographic, biomedical and psychometric data, routine glucose metrics and conduct the Structured Clinical Interview for DSM-5. Participants randomised to the STEADY intervention will receive 12 STEADY therapy sessions with a diabetes specialist nurse trained in CBT, delivered via videoconference and an optional smartphone app. The main outcome at 6 months will be the feasibility of STEADY (recruitment, dropout rates, feasibility of delivery). The secondary outcomes are biomedical (HbA1c and glucose time in range) and psychological (person-reported outcome measures in disordered eating, diabetes distress, depression and anxiety). A process evaluation will evaluate the fidelity, feasibility, acceptability and appropriateness of STEADY, and participant experiences. ETHICS AND DISSEMINATION: The protocol was approved by the East of England-Essex Research Ethics Committee (21/EE/0235). Study findings will be shared with study participants and disseminated through peer-reviewed publications and conference presentations.
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Affiliation(s)
- Natalie Zaremba
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, UK
| | - Amy Harrison
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, UK
- Department of Psychological Medicine, Diabetes, Psychology and Psychiatry Research Group, King's College London, London, UK
- Department of Psychology and Human Development, Institute of Psychiatry, University College London, London, UK
| | - Jennie Brown
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, UK
- Diabetes Centre, King's College Hospital, London, UK
| | - Jacqueline Allan
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, UK
| | - Divina Pillay
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, UK
| | - Janet Treasure
- Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK
| | - Salma Ayis
- School Population Health and Environmental Sciences, King's College London, London, UK
| | - David Hopkins
- Department of Diabetes, School of Life Course Sciences, King's College London, London, UK
- Institute of Diabetes, Endocrinology and Obesity, King's Health Partners, London, UK
| | - Khalida Ismail
- Department of Psychological Medicine, Diabetes, Psychology and Psychiatry Research Group, King's College London, London, UK
| | - Marietta Stadler
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, UK
- Department of Psychological Medicine, Diabetes, Psychology and Psychiatry Research Group, King's College London, London, UK
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9
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Hermanns N, Kulzer B, Ehrmann D. Person-reported outcomes in diabetes care: What are they and why are they so important? Diabetes Obes Metab 2024; 26 Suppl 1:30-45. [PMID: 38311448 DOI: 10.1111/dom.15471] [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: 11/26/2023] [Revised: 01/10/2024] [Accepted: 01/12/2024] [Indexed: 02/06/2024]
Abstract
In this review, we aim to show how person-reported outcomes (PROs) and person-reported experiences (PREs) can significantly contribute to the way diabetes care is delivered, the involvement of people with diabetes in diabetes care, and the collaboration between health care professionals and people with diabetes. This review focuses on the definition and measurement of PROs and PREs, the importance of PROs and PREs for person-centred diabetes care, and integrating the perspectives of people with diabetes in the evaluation of medical, psychological and technological interventions. PROs have been increasingly accepted by Health Technology Assessment bodies and are therefore valued in the context of reimbursement decisions and consequently by regulators and other health care stakeholders for the allocation of health care resources. Furthermore, the review identified current challenges to the assessment and use of PROs and PREs in clinical care and research. These challenges relate to the combination of questionnaires and ecological momentary assessment for measuring PROs and PREs, lack of consensus on a core outcome set, limited sensitivity to change within many measures and insufficient standardization of what can be considered a minimal clinically important difference. Another issue that has not been sufficiently addressed is the involvement of people with diabetes in the design and development of measures to assess PROs and PREs.
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Affiliation(s)
- Norbert Hermanns
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Department of Clinical Psychology and Psychotherapy, Otto-Friedrich-University of Bamberg, Bamberg, Germany
| | - Bernhard Kulzer
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Department of Clinical Psychology and Psychotherapy, Otto-Friedrich-University of Bamberg, Bamberg, Germany
| | - Dominic Ehrmann
- Research Institute of the Diabetes Academy Mergentheim (FIDAM), Bad Mergentheim, Germany
- Department of Clinical Psychology and Psychotherapy, Otto-Friedrich-University of Bamberg, Bamberg, Germany
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10
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Schipp J, Hendrieckx C, Braune K, Knoll C, O'Donnell S, Ballhausen H, Cleal B, Wäldchen M, Lewis DM, Gajewska KA, Skinner TC, Speight J. Psychosocial Outcomes Among Users and Nonusers of Open-Source Automated Insulin Delivery Systems: Multinational Survey of Adults With Type 1 Diabetes. J Med Internet Res 2023; 25:e44002. [PMID: 38096018 PMCID: PMC10755653 DOI: 10.2196/44002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 06/10/2023] [Accepted: 10/23/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Emerging research suggests that open-source automated insulin delivery (AID) may reduce diabetes burden and improve sleep quality and quality of life (QoL). However, the evidence is mostly qualitative or uses unvalidated, study-specific, single items. Validated person-reported outcome measures (PROMs) have demonstrated the benefits of other diabetes technologies. The relative lack of research investigating open-source AID using PROMs has been considered a missed opportunity. OBJECTIVE This study aimed to examine the psychosocial outcomes of adults with type 1 diabetes using and not using open-source AID systems using a comprehensive set of validated PROMs in a real-world, multinational, cross-sectional study. METHODS Adults with type 1 diabetes completed 8 validated measures of general emotional well-being (5-item World Health Organization Well-Being Index), sleep quality (Pittsburgh Sleep Quality Index), diabetes-specific QoL (modified DAWN Impact of Diabetes Profile), diabetes-specific positive well-being (4-item subscale of the 28-item Well-Being Questionnaire), diabetes treatment satisfaction (Diabetes Treatment Satisfaction Questionnaire), diabetes distress (20-item Problem Areas in Diabetes scale), fear of hypoglycemia (short form of the Hypoglycemia Fear Survey II), and a measure of the impact of COVID-19 on QoL. Independent groups 2-tailed t tests and Mann-Whitney U tests compared PROM scores between adults with type 1 diabetes using and not using open-source AID. An analysis of covariance was used to adjust for potentially confounding variables, including all sociodemographic and clinical characteristics that differed by use of open-source AID. RESULTS In total, 592 participants were eligible (attempting at least 1 questionnaire), including 451 using open-source AID (mean age 43, SD 13 years; n=189, 41.9% women) and 141 nonusers (mean age 40, SD 13 years; n=90, 63.8% women). Adults using open-source AID reported significantly better general emotional well-being and subjective sleep quality, as well as better diabetes-specific QoL, positive well-being, and treatment satisfaction. They also reported significantly less diabetes distress, fear of hypoglycemia, and perceived less impact of the COVID-19 pandemic on their QoL. All were medium-to-large effects (Cohen d=0.5-1.5). The differences between groups remained significant after adjusting for sociodemographic and clinical characteristics. CONCLUSIONS Adults with type 1 diabetes using open-source AID report significantly better psychosocial outcomes than those not using these systems, after adjusting for sociodemographic and clinical characteristics. Using validated, quantitative measures, this real-world study corroborates the beneficial psychosocial outcomes described previously in qualitative studies or using unvalidated study-specific items.
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Affiliation(s)
- Jasmine Schipp
- The Australian Centre for Behavioural Research in Diabetes, Carlton, Australia
- Section for Health Services Research, Institute of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Christel Hendrieckx
- The Australian Centre for Behavioural Research in Diabetes, Carlton, Australia
- School of Psychology, Deakin University, Burwood, Australia
| | - Katarina Braune
- Department of Paediatric Endocrinology and Diabetes, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Institute of Medical Informatics, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
- Dedoc Labs GmbH, Berlin, Germany
| | - Christine Knoll
- Department of Paediatric Endocrinology and Diabetes, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
| | - Shane O'Donnell
- School of Sociology & School of Medicine, University College Dublin, Dublin, Ireland
| | - Hanne Ballhausen
- Department of Paediatric Endocrinology and Diabetes, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health, Berlin, Germany
- Dedoc Labs GmbH, Berlin, Germany
| | - Bryan Cleal
- Diabetes Management Research, Steno Diabetes Center Copenhagen, Copenhagen, Denmark
| | - Mandy Wäldchen
- School of Sociology & School of Medicine, University College Dublin, Dublin, Ireland
| | | | - Katarzyna A Gajewska
- Diabetes Ireland, Dublin, Ireland
- School of Public Health, University College Cork, Cork, Ireland
| | - Timothy C Skinner
- The Australian Centre for Behavioural Research in Diabetes, Carlton, Australia
| | - Jane Speight
- The Australian Centre for Behavioural Research in Diabetes, Carlton, Australia
- School of Psychology, Deakin University, Burwood, Australia
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11
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Sehgal S, Elbalshy M, Williman J, Galland B, Crocket H, Hall R, Paul R, Leikis R, de Bock M, Wheeler BJ. The Effect of Do-It-Yourself Real-Time Continuous Glucose Monitoring on Glycemic Variables and Participant-Reported Outcomes in Adults With Type 1 Diabetes: A Randomized Crossover Trial. J Diabetes Sci Technol 2023:19322968231196562. [PMID: 37671754 DOI: 10.1177/19322968231196562] [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: 09/07/2023]
Abstract
AIM Real-time continuous glucose monitoring (rtCGM) has several advantages over intermittently scanned continuous glucose monitoring (isCGM) but generally comes at a higher cost. Do-it-yourself rtCGM (DIY-rtCGM) potentially has benefits similar to those of rtCGM. This study compared outcomes in adults with type 1 diabetes using DIY-rtCGM versus isCGM. METHODS In this crossover trial, adults with type 1 diabetes were randomized to use isCGM or DIY-rtCGM for eight weeks before crossover to use the other device for eight weeks, after a four-week washout period where participants reverted back to isCGM. The primary endpoint was time in range (TIR; 3.9-10 mmol/L). Secondary endpoints included other glycemic control measures, psychosocial outcomes, and sleep quality. RESULTS Sixty participants were recruited, and 52 (87%) completed follow-up. Glucose outcomes were similar in the DIY-rtCGM and isCGM groups, including TIR (53.1% vs 51.3%; mean difference -1.7% P = .593), glycosylated hemoglobin (57.0 ± 17.8 vs 61.4 ± 12.2 mmol/L; P = .593), and time in hypoglycemia <3.9 mmol/L (3.9 ± 3.8% vs 3.8 ± 4.0%; P = .947). Hypoglycemia Fear Survey total score (1.17 ± 0.52 vs 0.97 ± 0.54; P = .02) and fear of hypoglycemia score (1.18 ± 0.64 vs 0.97 ± 0.45; P = .02) were significantly higher during DIY-rtCGM versus isCGM. Diabetes Treatment Satisfaction Questionnaire status (DTSQS) score was also higher with DIY-rtCGM versus isCGM (28.7 ± 5.8 vs 26.0 ± 5.8; P = .04), whereas diabetes-related quality of life was slightly lower (DAWN2 Impact of Diabetes score: 3.11 ± 0.4 vs 3.32 ± 0.51; P = .045); sleep quality did not differ between the two groups. CONCLUSION Although the use of DIY-rtCGM did not improve glycemic outcomes compared with isCGM, it positively impacted several patient-reported psychosocial variables. DIY-rtCGM potentially provides an alternative, cost-effective rtCGM option.
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Affiliation(s)
- Shekhar Sehgal
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Mona Elbalshy
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Jonathan Williman
- Department of Paediatrics, Canterbury District Health Board, Christchurch, New Zealand
| | - Barbara Galland
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Hamish Crocket
- Te Huataki Waiora School of Health, The University of Waikato, Hamilton, New Zealand
| | - Rosemary Hall
- Te Whatu Ora, Capital, Coast and Hutt Valley, Wellington, New Zealand
| | - Ryan Paul
- Te Huataki Waiora School of Health, The University of Waikato, Hamilton, New Zealand
| | | | - Martin de Bock
- Department of Paediatrics, Canterbury District Health Board, Christchurch, New Zealand
| | - Benjamin J Wheeler
- Department of Women's and Children's Health, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
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12
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Polonsky WH, Soriano EC. Psychosocial and Glycemic Benefits for Insulin-Using Adults With Type 2 Diabetes After Six Months of Pump Therapy: A Quasi-Experimental Approach. J Diabetes Sci Technol 2023:19322968231198533. [PMID: 37667482 DOI: 10.1177/19322968231198533] [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: 09/06/2023]
Abstract
BACKGROUND Continuous subcutaneous insulin infusion (CSII) use in adults with type 1 diabetes offers psychosocial and clinical benefits, but little is known about its impact on such outcomes in the type 2 diabetes (T2D) population. To address this gap, we conducted a quasi-experimental prospective study to assess psychosocial, glycemic, and behavioral changes over six months in T2D adults on multiple daily injections (MDI) who were interested in starting Omnipod DASH, comparing those who did versus did not start on it. METHODS In total, 458 adults with T2D completed baseline questionnaires assessing psychosocial dimensions (eg, diabetes distress), clinical metrics (eg, HbA1c [glycosylated hemoglobin]), and behavioral measures (eg, missed mealtime boluses). Six months later, 220 (48.0%) completed the same questionnaire again. To examine differences in outcomes over time between those who began CSII (n = 176) versus those who remained on MDI (n = 44), a latent change score approach was used. RESULTS The CSII users reported greater gains than MDI users on all major psychosocial metrics, including overall well-being (P < .001) diabetes distress (P < .001), perceived T2D impact on quality of life (P = .003), and hypoglycemic worries and concerns (P < .001). The CSII users similarly reported a larger decline in HbA1c than MDI users (P < .05) and greater declines in two critical self-care behaviors: number of missed mealtime boluses (P < .001) and number of days of perceived overeating (P = .001). CONCLUSIONS The introduction of CSII (Omnipod DASH) in T2D adults can contribute to significant psychosocial, glycemic, and behavioral benefits, indicating that broader use of CSII in the T2D population may be of value.
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Affiliation(s)
- William H Polonsky
- Behavioral Diabetes Institute, San Diego, CA, USA
- University of California, San Diego, San Diego, CA, USA
| | - Emily C Soriano
- Scripps Whittier Diabetes Institute, Scripps Health, La Jolla, CA, USA
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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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14
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Carlton J, Powell P, Rowen D, Broadley M, Pouwer F, Speight J, Heller S, Gall M, Rosilio M, Child CJ, Comins J, McCrimmon RJ, de Galan B, Brazier J. Producing a preference-based quality of LIFE measure to quantify the impact of HYPOGLYCAEMIA on people living with diabetes: A mixed-methods research protocol. Diabet Med 2023; 40:e15007. [PMID: 36398992 PMCID: PMC10099528 DOI: 10.1111/dme.15007] [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: 06/21/2022] [Revised: 11/03/2022] [Accepted: 11/12/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Assessment of patient-reported outcome measures (PROMs), including quality of life (QoL), is essential in diabetes research and care. However, a recent review concluded that current hypoglycaemia-specific PROMs have limited evidence of validity, reliability and responsiveness for assessing the impact of hypoglycaemia on QoL in people living with diabetes. None of the PROMs identified could be used directly to inform the cost-effectiveness of treatments and interventions. There is a need for a new hypoglycaemia-specific QoL PROM, which can be used directly to inform economic evaluations. AIMS This project has three aims: (a) To develop draft PROM content for measuring the impact of hypoglycaemia on QoL in adults with diabetes. (b) To refine the draft content using cognitive debriefing interviews and psychometrics. This will result in a condition-specific PROM that can be used to quantify the impact of hypoglycaemia upon QoL. (c) To generate a preference-based measure (PBM) that will enable utility values to be calculated for economic evaluation. METHODS A mixed-methods, three-stage design is used: (a) Qualitative interviews will inform the draft PROM content. (b) Cognitive debriefing interview data will be used to refine the draft PROM content. The PROM will be administered in a large-scale survey to enable psychometric validation. Final item selection for the PROM will be informed by psychometric performance, translatability assessment and input from stakeholder groups. (c) A classification system will be generated, comprising a reduced number of items from the PROM. A valuation survey will be conducted to derive a value set for the PBM.
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Affiliation(s)
- Jill Carlton
- School of Health and Related Research (ScHARR)University of SheffieldSheffieldUK
| | - Philip Powell
- School of Health and Related Research (ScHARR)University of SheffieldSheffieldUK
| | - Donna Rowen
- School of Health and Related Research (ScHARR)University of SheffieldSheffieldUK
| | - Melanie Broadley
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
| | - Frans Pouwer
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
- Steno Diabetes Center OdenseOdenseDenmark
| | - Jane Speight
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
- School of PsychologyDeakin UniversityGeelongAustralia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes VictoriaMelbourneAustralia
| | - Simon Heller
- Department of Oncology and MetabolismUniversity of SheffieldSheffieldUK
| | - Mari‐Anne Gall
- Novo Nordisk A/S, Medical & Science, Insulin & Devices, Clinical Drug DevelopmentSøborgDenmark
| | - Myriam Rosilio
- Eli Lilly & Company, Diabetes Medical UnitNeuilly sur seineFrance
| | | | - Jonathan Comins
- Novo Nordisk A/S, Medical & Science, Centre of Expertise, Patient Focused Drug DevelopmentSøborgDenmark
| | - Rory J. McCrimmon
- Systems Medicine, School of MedicineUniversity of DundeeDundeeScotland
| | - Bastiaan de Galan
- Department of MedicineRadboud University Medical CentreNijmegenthe Netherlands
- Department of Internal MedicineMaastricht University Medical Center+Maastrichtthe Netherlands
- CARIM School for Cardiovascular DiseaseMaastricht UniversityMaastrichtthe Netherlands
| | - John Brazier
- School of Health and Related Research (ScHARR)University of SheffieldSheffieldUK
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15
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Søholm U, Broadley M, Zaremba N, Divilly P, Nefs G, Carlton J, Mader JK, Baumann PM, Gomes M, Martine-Edith G, Pollard DJ, Rath D, Heller S, Pedersen-Bjergaard U, McCrimmon RJ, Renard E, Evans M, de Galan B, Forkmann T, Amiel SA, Hendrieckx C, Speight J, Choudhary P, Pouwer F. Psychometric properties of an innovative smartphone application to investigate the daily impact of hypoglycemia in people with type 1 or type 2 diabetes: The Hypo-METRICS app. PLoS One 2023; 18:e0283148. [PMID: 36930585 PMCID: PMC10022775 DOI: 10.1371/journal.pone.0283148] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 03/02/2023] [Indexed: 03/18/2023] Open
Abstract
INTRODUCTION The aim of this study was to determine the acceptability and psychometric properties of the Hypo-METRICS (Hypoglycemia MEasurement, ThResholds and ImpaCtS) application (app): a novel tool designed to assess the direct impact of symptomatic and asymptomatic hypoglycemia on daily functioning in people with insulin-treated diabetes. MATERIALS AND METHODS 100 adults with type 1 diabetes mellitus (T1DM, n = 64) or insulin-treated type 2 diabetes mellitus (T2DM, n = 36) completed three daily 'check-ins' (morning, afternoon and evening) via the Hypo-METRICs app across 10 weeks, to respond to 29 unique questions about their subjective daily functioning. Questions addressed sleep quality, energy level, mood, affect, cognitive functioning, fear of hypoglycemia and hyperglycemia, social functioning, and work/productivity. Completion rates, structural validity, internal consistency, and test-retest reliability were explored. App responses were correlated with validated person-reported outcome measures to investigate convergent (rs>±0.3) and divergent (rs<±0.3) validity. RESULTS Participants' mean±SD age was 54±16 years, diabetes duration was 23±13 years, and most recent HbA1c was 56.6±9.8 mmol/mol. Participants submitted mean±SD 191±16 out of 210 possible 'check-ins' (91%). Structural validity was confirmed with multi-level confirmatory factor analysis showing good model fit on the adjusted model (Comparative Fit Index >0.95, Root-Mean-Square Error of Approximation <0.06, Standardized Root-Mean-square Residual<0.08). Scales had satisfactory internal consistency (all ω≥0.5), and high test-retest reliability (rs≥0.7). Convergent and divergent validity were demonstrated for most scales. CONCLUSION High completion rates and satisfactory psychometric properties demonstrated that the Hypo-METRICS app is acceptable to adults with T1DM and T2DM, and a reliable and valid tool to explore the daily impact of hypoglycemia.
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Affiliation(s)
- Uffe Søholm
- Medical & Science, Patient Focused Drug Development, Novo Nordisk A/S, Søborg, Denmark
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
- * E-mail:
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Natalie Zaremba
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
| | - Patrick Divilly
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
| | - Giesje Nefs
- Department of Medical Psychology, Radboud Institute for Health Sciences, Radboud University Medical Centre, Nijmegen, the Netherlands
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, the Netherlands
- National Treatment and Research Center for Children, Adolescents and Adults with Type 1 Diabetes, Rotterdam, The Netherlands
| | - Jill Carlton
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, United Kingdom
| | - Julia K. Mader
- Department of Internal Medicine, Division of Endocrinology and Diabetology, Medical University of Graz, Graz, Austria
| | | | - Mikel Gomes
- Digital Therapeutics, Scientific Modelling, Novo Nordisk A/S, Søborg, Denmark
| | - Gilberte Martine-Edith
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
| | - Daniel J. Pollard
- School of Health and Related Research (ScHARR), University of Sheffield, Sheffield, United Kingdom
| | - Dajana Rath
- Department of Clinical Psychology, University of Duisburg-Essen, Essen, Germany
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, United Kingdom
| | - Ulrik Pedersen-Bjergaard
- Department of Endocrinology and Nephrology, Nordsjællands Hospital Hillerød, Hillerød, Denmark
- Institute of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Rory J. McCrimmon
- Systems Medicine, School of Medicine, University of Dundee, Dundee, United Kingdom
| | - Eric Renard
- Department of Endocrinology, Diabetes, Nutrition, Montpellier University Hospital, Montpellier, France
- Institute of Functional Genomics, University of Montpellier, CNRS, INSERM, Montpellier, France
| | - Mark Evans
- Welcome Trust-MRC Institute of Metabolic Science and Department of Medicine, University of Cambridge, Cambridge, United Kingdom
| | - Bastiaan de Galan
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
- Department of Internal Medicine, Division of Endocrinology and Metabolic Disease, Maastricht University Medical Centre, Maastricht, the Netherlands
- CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, the Netherlands
| | - Thomas Forkmann
- Department of Clinical Psychology, University of Duisburg-Essen, Essen, Germany
| | - Stephanie A. Amiel
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
| | - Christel Hendrieckx
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Pratik Choudhary
- Faculty of Life Sciences and Medicine, Department of Diabetes, School of Cardiovascular Medicine and Sciences, King’s College London, London, United Kingdom
- Diabetes Research Centre, University of Leicester, Leicester, United Kingdom
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- School of Psychology, Deakin University, Geelong, Australia
- Steno Diabetes Center Odense (SDCO), Odense, Denmark
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Hangaard S, Kronborg T, Hejlesen O, Aradóttir TB, Kaas A, Bengtsson H, Vestergaard P, Jensen MH. The Diabetes teleMonitoring of patients in insulin Therapy (DiaMonT) trial: study protocol for a randomized controlled trial. Trials 2022; 23:985. [PMID: 36476605 PMCID: PMC9730651 DOI: 10.1186/s13063-022-06921-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Accepted: 11/12/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The effect of telemedicine solutions in diabetes remains inconclusive. However, telemedicine studies have shown a positive trend in regards to glycemic control. The telemedicine interventions that facilitate adjustment of medication seems to improve glycemic control more effectively. Hence, it is recommended that future telemedicine studies for patients with diabetes include patient-specific suggestions for changes in medicine. Hence, the aim of the trial is to explore the effect of telemonitoring in patients with type 2 diabetes (T2D) on insulin therapy. METHODS The trial is an open-label randomized controlled trial with a trial period of 3 months conducted in two sites in Denmark. Patients with T2D on insulin therapy will be randomized (1:1) to a telemonitoring group (intervention) or a usual care group (control). The telemonitoring group will use a continuous glucose monitor (CGM), an insulin pen, an activity tracker, and smartphone applications throughout the trial. Hospital staff will monitor the telemonitoring group and contact the subjects by telephone repeatedly throughout the trial period. The usual care group will use a blinded CGM the first and last 20 days of the trial and will use a blinded insulin pen for the entire period. The primary endpoint will be changed from baseline in CGM time in range (3.9-10.0 mmol/L) 3 months after randomization. Secondary endpoints include change from baseline in glycated hemoglobin (HbA1c), total daily dose, time above range, and time below range 3 months after randomization. Exploratory endpoints include health-related quality of life, diabetes-related quality of life, etc. DISCUSSION: The DiaMonT trial will test a telemonitoring setup including various devices. Such a setup may be criticized, because it is impossible to determine which element(s) add to the potential effect. However, it is not possible and counterproductive to test the elements individually, since it is the full telemedicine setup that is being evaluated. The DiaMonT trial is the first Danish trial to explore the effect of telemonitoring on patients on insulin therapy. Thus, the DiaMonT trial has the potential to form the basis for the implementation of telemedicine for patients with T2D in Denmark. TRIAL REGISTRATION ClinicalTrials.gov NCT04981808. Registered on 8 June 2021.
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Affiliation(s)
- Stine Hangaard
- Steno Diabetes Center North Denmark, Mølleparkvej 4, 9000 Aalborg, Denmark
- Department of Health Science and Technology, Aalborg University, Fredrik Bajers Vej 7C, 9220 Aalborg Ø, Denmark
| | - Thomas Kronborg
- Steno Diabetes Center North Denmark, Mølleparkvej 4, 9000 Aalborg, Denmark
- Department of Health Science and Technology, Aalborg University, Fredrik Bajers Vej 7C, 9220 Aalborg Ø, Denmark
| | - Ole Hejlesen
- Department of Health Science and Technology, Aalborg University, Fredrik Bajers Vej 7C, 9220 Aalborg Ø, Denmark
| | | | - Anne Kaas
- Novo Nordisk A/S, Novo Alle 1, 2880 Bagsværd, Denmark
| | | | - Peter Vestergaard
- Department of Health Science and Technology, Aalborg University, Fredrik Bajers Vej 7C, 9220 Aalborg Ø, Denmark
- Department of Endocrinology, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Morten Hasselstrøm Jensen
- Steno Diabetes Center North Denmark, Mølleparkvej 4, 9000 Aalborg, Denmark
- Department of Health Science and Technology, Aalborg University, Fredrik Bajers Vej 7C, 9220 Aalborg Ø, Denmark
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17
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Langendoen-Gort M, Groeneveld L, Prinsen CAC, Beulens JW, Elders PJM, Halperin I, Mukerji G, Terwee CB, Rutters F. Patient-reported outcome measures for assessing health-related quality of life in people with type 2 diabetes: A systematic review. Rev Endocr Metab Disord 2022; 23:931-977. [PMID: 35779199 PMCID: PMC9515038 DOI: 10.1007/s11154-022-09734-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/07/2022] [Indexed: 11/26/2022]
Abstract
Patient-Reported Outcome Measures (PROMs) are important tools to assess outcomes relevant to patients, with Health-Related Quality Of Life (HRQOL) as an important construct to be measured. Many different HRQOL PROMs are used in the type 2 diabetes field, however a complete overview of these PROMs is currently lacking. We therefore aimed to systematically describe and classify the content of all PROMs that have specifically been developed or validated to measure (aspects of) HRQOL in people with type 2 diabetes. A literature search was performed in PubMed and EMBASE until 31 December 2021. Studies on the development or validation of a PROM measuring HRQOL, or aspects of HRQOL, in people with type 2 diabetes were included. Title and abstract and full-text screening were conducted by two independent researchers and data extraction was performed independently by one of the researchers. Data were extracted on language in which the PROM was developed, target population, construct(s) being measured, names of (sub)scales and number of items per (sub)scale. In addition, all PROMs and subscales were classified according to specific aspects of HRQOL based on the Wilson & Cleary model (symptom status, functional status, general health perceptions) to aid researchers in PROM selection. In total 220 studies were identified that developed or validated PROMs that measure (aspects of) HRQOL in people with type 2 diabetes. Of the 116 unique HRQOL PROMs, 91 (of the subscales) measured symptom status, 60 measured functional status and 26 measured general health perceptions. In addition, 16 of the PROMs (subscales) measured global quality of life. 61 of the 116 PROMs (subscales) also include characteristics of the individual (e.g. aspects of personality, coping) or environment (e.g. social or financial support) and patient-reported experience measures (PREMs, e.g. measure of a patient's perception of their personal experience of the healthcare they have received, e.g. treatment satisfaction), which are not part of the HRQOL construct. Only 9 of the 116 PROMs measure all aspects of HRQOL based on the Wilson & Cleary model. Finally, 8 of the 116 PROMs stating to measure HRQOL, measured no HRQOL construct. In conclusion, a large number of PROMs are available for people with type 2 diabetes, which intend to measure (aspects of) HRQOL. These PROMs measure a large variety of (sub)constructs, which are not all HRQOL constructs, with a small amount of PROMs not measuring HRQOL at all. There is a need for consensus on which aspects of HRQOL should be measured in people with type 2 diabetes and which PROMs to use in research and daily practice. PROSPERO: CRD42017071012. COMET database: http://www.comet-initiative.org/studies/details/956 .
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Affiliation(s)
- Marlous Langendoen-Gort
- General Practice, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
| | - Lenka Groeneveld
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
| | - Cecilia A C Prinsen
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Methodology, Amsterdam, The Netherlands
| | - Joline W Beulens
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands
| | - Petra J M Elders
- General Practice, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands
| | - Ilana Halperin
- Department of Medicine, Temerty Faculty of Medicine, Sunnybrook Health Sciences Center, King's College Circle, University of Toronto, Toronto, ON, Canada
| | - Geetha Mukerji
- Department of Medicine, Temerty Faculty of Medicine, Sunnybrook Health Sciences Center, King's College Circle, University of Toronto, Toronto, ON, Canada
- Women's College Hospital Institute for Health System Solutions and Virtual Care, 76 Grenville Street, Toronto, ON, Canada
| | - Caroline B Terwee
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands
- Amsterdam Public Health, Methodology, Amsterdam, The Netherlands
| | - Femke Rutters
- Epidemiology and Data Science, Amsterdam UMC, Location Vrije Universiteit Amsterdam, de Boelelaan 1117, Amsterdam, Netherlands.
- Amsterdam Public Health, Health Behaviors & Chronic Diseases, Amsterdam, The Netherlands.
- Amsterdam Cardiovascular Sciences, Diabetes & Metabolism, Amsterdam, The Netherlands.
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Divilly P, Zaremba N, Mahmoudi Z, Søholm U, Pollard DJ, Broadley M, Abbink EJ, de Galan B, Pedersen‐Bjergaard U, Renard E, Evans M, Speight J, Brennan A, McCrimmon RJ, Müllenborn M, Heller S, Seibold A, Mader JK, Amiel SA, Pouwer F, Choudhary P. Hypo-METRICS: Hypoglycaemia-MEasurement, ThResholds and ImpaCtS-A multi-country clinical study to define the optimal threshold and duration of sensor-detected hypoglycaemia that impact the experience of hypoglycaemia, quality of life and health economic outcomes: The study protocol. Diabet Med 2022; 39:e14892. [PMID: 35633291 PMCID: PMC9542005 DOI: 10.1111/dme.14892] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 05/26/2022] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Hypoglycaemia is a significant burden to people living with diabetes and an impediment to achieving optimal glycaemic outcomes. The use of continuous glucose monitoring (CGM) has improved the capacity to assess duration and level of hypoglycaemia. The personal impact of sensor-detected hypoglycaemia (SDH) is unclear. Hypo-METRICS is an observational study designed to define the threshold and duration of sensor glucose that provides the optimal sensitivity and specificity for events that people living with diabetes experience as hypoglycaemia. METHODS We will recruit 600 participants: 350 with insulin-treated type 2 diabetes, 200 with type 1 diabetes and awareness of hypoglycaemia and 50 with type 1 diabetes and impaired awareness of hypoglycaemia who have recent experience of hypoglycaemia. Participants will wear a blinded CGM device and an actigraphy monitor to differentiate awake and sleep times for 10 weeks. Participants will be asked to complete three short surveys each day using a bespoke mobile phone app, a technique known as ecological momentary assessment. Participants will also record all episodes of self-detected hypoglycaemia on the mobile app. We will use particle Markov chain Monte Carlo optimization to identify the optimal threshold and duration of SDH that have optimum sensitivity and specificity for detecting patient-reported hypoglycaemia. Key secondary objectives include measuring the impact of symptomatic and asymptomatic SDH on daily functioning and health economic outcomes. ETHICS AND DISSEMINATION The protocol was approved by local ethical boards in all participating centres. Study results will be shared with participants, in peer-reviewed journal publications and conference presentations.
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Affiliation(s)
- Patrick Divilly
- Department of DiabetesSchool of Life Course SciencesFaculty of Life Sciences and MedicineKing's College LondonLondonUK
| | - Natalie Zaremba
- Department of DiabetesSchool of Life Course SciencesFaculty of Life Sciences and MedicineKing's College LondonLondonUK
| | - Zeinab Mahmoudi
- Department of DiabetesSchool of Life Course SciencesFaculty of Life Sciences and MedicineKing's College LondonLondonUK
- Digital Therapeutics, Scientific Modelling, Novo Nordisk A/SSøborgDenmark
| | - Uffe Søholm
- Department of DiabetesSchool of Life Course SciencesFaculty of Life Sciences and MedicineKing's College LondonLondonUK
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
| | - Daniel J. Pollard
- School of Health and Related Research (ScHARR)University of SheffieldSheffieldUK
| | - Melanie Broadley
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
| | - Evertine J. Abbink
- Department of internal medicineRadboud university medical centreNijmegenThe Netherlands
| | - Bastiaan de Galan
- Department of internal medicineRadboud university medical centreNijmegenThe Netherlands
- Department of Internal MedicineDivision of EndocrinologyMaastricht University Medical CentreMaastrichtThe Netherlands
- CARIM School for Cardiovascular DiseasesMaastricht UniversityMaastrichtThe Netherlands
| | - Ulrik Pedersen‐Bjergaard
- Department of Endocrinology and NephrologyNordsjællands Hospital HillerødHillerødDenmark
- Institute of Clinical MedicineUniversity of CopenhagenCopenhagenDenmark
| | - Eric Renard
- Department of Endocrinology, Diabetes, NutritionMontpellier University HospitalMontpellierFrance
- Institute of Functional GenomicsUniversity of MontpellierCNRS, INSERMMontpellierFrance
| | - Mark Evans
- Wellcome Trust‐MRC Institute of Metabolic Science and Department of MedicineUniversity of CambridgeUK
| | - Jane Speight
- School of PsychologyDeakin UniversityGeelongAustralia
- The Australian Centre for Behavioural Research in DiabetesDiabetes VictoriaMelbourneAustralia
| | - Alan Brennan
- School of Health and Related Research (ScHARR)University of SheffieldSheffieldUK
| | | | | | | | | | - Julia K. Mader
- Division of Endocrinology and DiabetologyDepartment of Internal MedicineMedical University of GrazGrazAustria
- Division of Endocrinology and DiabetologyMedical University of GrazGrazAustria
| | - Stephanie A. Amiel
- Department of DiabetesSchool of Life Course SciencesFaculty of Life Sciences and MedicineKing's College LondonLondonUK
| | - Frans Pouwer
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
- Steno Diabetes Center OdenseOdenseDenmark
| | - Pratik Choudhary
- Department of DiabetesSchool of Life Course SciencesFaculty of Life Sciences and MedicineKing's College LondonLondonUK
- Diabetes Research CentreUniversity of LeicesterLeicesterUK
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Terwee CB, Elders PJM, Langendoen-Gort M, Elsman EBM, Prinsen CAC, van der Heijden AA, de Wit M, Beulens JWJ, Mokkink LB, Rutters F. Content Validity of Patient-Reported Outcome Measures Developed for Assessing Health-Related Quality of Life in People with Type 2 Diabetes Mellitus: a Systematic Review. Curr Diab Rep 2022; 22:405-421. [PMID: 35819705 PMCID: PMC9355936 DOI: 10.1007/s11892-022-01482-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/18/2022] [Indexed: 12/12/2022]
Abstract
PURPOSE OF REVIEW We aimed to systematically evaluate the content validity of patient-reported outcome measures (PROMs) specifically developed to measure (aspects of) health-related quality of life (HRQOL) in people with type 2 diabetes. A systematic review was performed in PubMed and Embase of PROMs measuring perceived symptoms, physical function, mental function, social function/participation, and general health perceptions, and that were validated to at least some extent. Content validity (relevance, comprehensiveness, and comprehensibility) was evaluated using COSMIN methodology. RECENT FINDINGS We identified 54 (different versions of) PROMs, containing 150 subscales. We found evidence for sufficient content validity for only 41/150 (27%) (subscales of) PROMs. The quality of evidence was generally very low. We found 66 out of 150 (44%) (subscales of) PROMs with evidence for either insufficient relevance, insufficient comprehensiveness, or insufficient comprehensibility. For measuring diabetes-specific symptoms, physical function, mental function, social function/participation, and general health perceptions, we identified one to 11 (subscales of) PROMs with sufficient content validity, although quality of the evidence was generally low. For measuring depressive symptoms, no PROM with sufficient content validity was identified. For each aspect of HRQL, we found at least one PROM with sufficient content validity, except for depressive symptoms. The quality of the evidence was mostly very low.
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Affiliation(s)
- Caroline B Terwee
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands.
| | - Petra J M Elders
- Amsterdam UMC, Department of General Practice, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Marlous Langendoen-Gort
- Amsterdam UMC, Department of General Practice, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Ellen B M Elsman
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Cecilia A C Prinsen
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Amber A van der Heijden
- Amsterdam UMC, Department of General Practice, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Maartje de Wit
- Amsterdam UMC, Department of Medical Psychology, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Joline W J Beulens
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Lidwine B Mokkink
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
| | - Femke Rutters
- Amsterdam UMC, Department of Epidemiology and Data Science, Vrije Universiteit Amsterdam, Amsterdam Public Health Research Institute, Amsterdam, Netherlands
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Broadley M, Chatwin H, Søholm U, Amiel SA, Carlton J, De Galan BE, Hendrieckx C, McCrimmon RJ, Skovlund SE, Pouwer F, Speight J. The 12-Item Hypoglycemia Impact Profile (HIP12): psychometric validation of a brief measure of the impact of hypoglycemia on quality of life among adults with type 1 or type 2 diabetes. BMJ Open Diabetes Res Care 2022; 10:10/4/e002890. [PMID: 35977753 PMCID: PMC9389129 DOI: 10.1136/bmjdrc-2022-002890] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 07/15/2022] [Indexed: 11/13/2022] Open
Abstract
INTRODUCTION The aim of this study was to determine the psychometric properties of the 12-Item Hypoglycemia Impact Profile (HIP12), a brief measure of the impact of hypoglycemia on quality of life (QoL) among adults with type 1 (T1D) or type 2 diabetes (T2D). RESEARCH DESIGN AND METHODS Adults with T1D (n=1071) or T2D (n=194) participating in the multicountry, online study, 'Your SAY: Hypoglycemia', completed the HIP12. Psychometric analyses were undertaken to determine acceptability, structural validity, internal consistency, convergent/divergent validity, and known-groups validity. RESULTS Most (98%) participants completed all items on the HIP12. The expected one-factor solution was supported for T1D, T2D, native English speaker, and non-native English speaker groups. Internal consistency was high across all groups (ω=0.91-0.93). Convergent and divergent validity were satisfactory. Known-groups validity was demonstrated for both diabetes types, by frequency of severe hypoglycemia (0 vs ≥1 episode in the past 12 months) and self-treated episodes (<2 vs 2-4 vs ≥5 per week). The measure also discriminated by awareness of hypoglycemia in those with T1D. CONCLUSIONS The HIP12 is an acceptable, internally consistent, and valid tool for assessing the impact of hypoglycemia on QoL among adults with T1D. The findings in the relatively small sample with T2D are encouraging and warrant replication in a larger sample.
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Affiliation(s)
- Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Hannah Chatwin
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Uffe Søholm
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | | | - Jill Carlton
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Bastiaan E De Galan
- Department of Internal Medicine, Diabetes Section, Radboudumc, Nijmegen, The Netherlands
- Department of Internal Medicine/Endocrinology, Maastricht University Medical Center+, Maastricht, The Netherlands
| | - Christel Hendrieckx
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Deakin University, Geelong, Victoria, Australia
| | - Rory J McCrimmon
- Division of Systems Medicine, School of Medicine, University of Dundee, Dundee, UK
| | - Søren E Skovlund
- Patient-Centered Research Science, Evidera, London, UK
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense, Denmark
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Deakin University, Geelong, Victoria, Australia
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Polonsky WH, Fisher L, Hessler D, Desai U, King SB, Perez-Nieves M. Toward a more comprehensive understanding of the emotional side of type 2 diabetes: A re-envisioning of the assessment of diabetes distress. J Diabetes Complications 2022; 36:108103. [PMID: 34916146 DOI: 10.1016/j.jdiacomp.2021.108103] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Revised: 11/10/2021] [Accepted: 12/04/2021] [Indexed: 10/25/2022]
Abstract
AIMS To develop an updated, more theoretically sound system for describing and assessing diabetes-related emotional distress (DD) in adults with type 2 diabetes (T2D). METHODS Items were developed from qualitative interviews with 11 adults with T2D and 6 clinicians, then categorized as reflecting a core emotional experience of DD or a primary source of DD. Items were then administered to a national sample of TCOYD Registry participants. Data were analyzed using both exploratory (EFA) and confirmatory (CFA) factor analyses. Reliability (alpha) and construct validity also were assessed. RESULTS EFAs with 599 adults (258 insulin users, 341 non-insulin users) yielded a coherent DD Core scale and 7 DD Source scales (management demands, healthcare provider, hypoglycemia, long-term health, interpersonal issues, shame/stigma, healthcare access), which were confirmed by CFA. All alphas were >0.65. DD Core and DD Source scales were associated with criterion variables (all p < .001). Higher DD Core scores were linked to higher HbA1c, BMI, more frequent severe hypoglycemia, and poorer self-management (all p < .001). CONCLUSIONS Good reliability and validity were found for this two-part T2DD Assessment System. It reflects a more contemporary and actionable approach to DD assessment that distinguishes between its key emotional dimension and its underlying contributors.
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Affiliation(s)
- William H Polonsky
- Behavioral Diabetes Institute, San Diego, CA, USA; University of California, San Diego, CA, USA.
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22
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Sehgal S, De Bock M, Williman J, Taylor B, Elbalshy M, Galland B, Hall R, Paul R, Boucsein A, Jones S, Frewen C, Wheeler BJ. Study protocol: Safety and efficacy of smart watch integrated do-it-yourself continuous glucose monitoring in adults with Type 1 diabetes, a randomised controlled trial. J Diabetes Metab Disord 2021; 20:2103-2113. [PMID: 34900846 PMCID: PMC8630291 DOI: 10.1007/s40200-021-00923-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Accepted: 10/16/2021] [Indexed: 12/24/2022]
Abstract
PURPOSE Type 1 diabetes (T1D) management requires regular monitoring of glucose levels and judicious therapeutic administration of insulin to prevent both microvascular and macrovascular complications. Few people with diabetes are able to sustain the self-monitored blood glucose measurements needed for optimal care, and those that do, typically experience significant diabetes-related distress. Both intermittently scanned continuous glucose monitoring (isCGM) and continuous glucose monitoring (CGM) offer alternatives to reduce the overall burden, but both still have limitations. Given the expense of CGM, smart watch integrated do-it-yourself (DIY)-CGM has been developed as an alternative to commercial isCGM and CGM technologies. This study has been designed to evaluate the clinical efficacy of smart watch integrated DIY-CGM compared with isCGM in adults with T1D. METHODS This multicentre, randomised, crossover study will be conducted in New Zealand and aims to recruit 60 adults with established T1D who currently use isCGM. DIY-CGM will be compared to usual care with isCGM. Participants will be randomised to either arm of the study for 8 weeks followed by a 4-week washout period before crossing over to the other study arm for a further 8 weeks. The primary endpoint is glucose time in range (TIR) defined as percentage of time interstitial glucose is spent between 3.9 to 10 mmol/L for the entire intervention period. Secondary endpoints include diabetes-related quality of life, distress, and sleep quality in participants and their partners. DISCUSSION The results of this study will provide clinical trial data regarding smart watch integrated DIY-CGM versus isCGM for improving glycaemic control in adults with T1D, and also report a variety of key secondary outcomes, including changes in subjective outcome measures for both people with diabetes and their partners. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry (ACTRN12621000648820,31 May 2021); World Health Organisation International Clinical Trial Registry Platform (U1111-1262-2784, 3rd December 2020).
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Affiliation(s)
- Shekhar Sehgal
- Department of Women’s and Children’s Health, Dunedin School of Medicine, Otago Medical School, University of Otago, PO Box 56, Dunedin, New Zealand
| | - Martin De Bock
- Department of Paediatrics, University of Otago, Christchurch, PO Box 4345, Christchurch, 8140 New Zealand
| | - Jonathan Williman
- Department of Paediatrics, University of Otago, Christchurch, PO Box 4345, Christchurch, 8140 New Zealand
| | - Barry Taylor
- Department of Women’s and Children’s Health, Dunedin School of Medicine, Otago Medical School, University of Otago, PO Box 56, Dunedin, New Zealand
| | - Mona Elbalshy
- Department of Women’s and Children’s Health, Dunedin School of Medicine, Otago Medical School, University of Otago, PO Box 56, Dunedin, New Zealand
| | - Barbara Galland
- Department of Women’s and Children’s Health, Dunedin School of Medicine, Otago Medical School, University of Otago, PO Box 56, Dunedin, New Zealand
| | - Rosemary Hall
- Department of Endocrinology and Diabetes, Capital and Coast District Health Board, Wellington, New Zealand
| | - Ryan Paul
- Waikato Medical Research Centre, University of Waikato, Hamilton, New Zealand
| | - Alisa Boucsein
- Department of Women’s and Children’s Health, Dunedin School of Medicine, Otago Medical School, University of Otago, PO Box 56, Dunedin, New Zealand
| | - Shirley Jones
- Department of Women’s and Children’s Health, Dunedin School of Medicine, Otago Medical School, University of Otago, PO Box 56, Dunedin, New Zealand
| | - Carla Frewen
- Department of Women’s and Children’s Health, Dunedin School of Medicine, Otago Medical School, University of Otago, PO Box 56, Dunedin, New Zealand
| | - Benjamin J. Wheeler
- Department of Women’s and Children’s Health, Dunedin School of Medicine, Otago Medical School, University of Otago, PO Box 56, Dunedin, New Zealand
- Paediatric Endocrinology, Southern District Health Board, Dunedin, New Zealand
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Skovlund SE, Troelsen LH, Klim L, Jakobsen PE, Ejskjaer N. The participatory development of a national core set of person-centred diabetes outcome constructs for use in routine diabetes care across healthcare sectors. RESEARCH INVOLVEMENT AND ENGAGEMENT 2021; 7:62. [PMID: 34507618 PMCID: PMC8434700 DOI: 10.1186/s40900-021-00309-7] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2021] [Accepted: 08/31/2021] [Indexed: 05/17/2023]
Abstract
BACKGROUND This study sought to utilise participatory research methods to identify the perspectives of people with diabetes regarding which diabetes outcomes were most important to them. These findings were then used to support an expert working group representing multiple health sectors and healthcare disciplines and people with diabetes to establish a core set of patient-important outcome constructs for use in routine diabetes care. METHODS 26 people with diabetes and family members were recruited through purposive sampling to participate in interviews, focus groups, voting and plenary activities in order to be part of identifying outcome constructs. Content and qualitative analysis methods were used with literature reviews to inform a national multi-stakeholder consensus process for a core set of person-centred diabetes outcome constructs to be used in routine diabetes care across health care settings. RESULTS 21 people with diabetes and 5 family members representing type 1 and 2 diabetes and a range of age groups, treatment regimens and disease burden identified the following patient-reported outcome constructs as an important supplement to clinical indicators for outcome assessment in routine diabetes care: self-rated health, psychological well-being, diabetes related emotional distress and quality of life, symptom distress, treatment burden, blood sugar regulation and hypoglycemia burden, confidence in self-management and confidence in access to person-centred care and support. Consensus was reached by a national multi-stakeholder expert group to adopt measures of these constructs as a national core diabetes outcome set for use in routine value-based diabetes care. CONCLUSIONS We found that patient-reported outcome (PRO) constructs and clinical indicators are needed in core diabetes outcome sets to evaluate outcomes of diabetes care which reflect key needs and priorities of people with diabetes. The incorporation of patient-reported outcome constructs should be considered complementary to clinical indicators in multi-stakeholder value-based health care strategies. We found participatory research methods were useful in facilitating the identification of a core prioritised set of diabetes outcome constructs for routine value-based diabetes care. The use of our method for involving patients may be useful for similar efforts in other disease areas aimed at defining suitable outcomes of person-centred value-based care. Future research should focus on developing acceptable and psychometrically valid measurement instruments to evaluate these outcome constructs as part of routine diabetes care.
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Affiliation(s)
- Soren Eik Skovlund
- Department of Clinical Medicine, Aalborg University, Sønderskovvej 15, 9000, Aalborg, Denmark.
- Department of Endocrinology, Aalborg University Hospital, Aalborg, Denmark.
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark.
| | - Lise H Troelsen
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
| | - Lotte Klim
- Danish Group for European Patients' Academy on Therapeutic Innovation (EUPATI), Copenhagen, Denmark
| | - Poul Erik Jakobsen
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
| | - Niels Ejskjaer
- Department of Clinical Medicine, Aalborg University, Sønderskovvej 15, 9000, Aalborg, Denmark
- Department of Endocrinology, Aalborg University Hospital, Aalborg, Denmark
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
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Sacre JW, Holmes‐Truscott E, Salim A, Anstey KJ, Drummond GR, Huxley RR, Magliano DJ, van Wijngaarden P, Zimmet PZ, Speight J, Shaw JE. Impact of the COVID-19 pandemic and lockdown restrictions on psychosocial and behavioural outcomes among Australian adults with type 2 diabetes: Findings from the PREDICT cohort study. Diabet Med 2021; 38:e14611. [PMID: 34053106 PMCID: PMC8237067 DOI: 10.1111/dme.14611] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Revised: 04/08/2021] [Accepted: 05/26/2021] [Indexed: 12/14/2022]
Abstract
AIM To examine psychosocial and behavioural impacts of the novel coronavirus disease 2019 (COVID-19) pandemic and lockdown restrictions among adults with type 2 diabetes. METHODS Participants enrolled in the PRogrEssion of DIabetic ComplicaTions (PREDICT) cohort study in Melbourne, Australia (n = 489 with a baseline assessment pre-2020) were invited to complete a phone/online follow-up assessment in mid-2020 (i.e., amidst COVID-19 lockdown restrictions). Repeated assessments that were compared with pre-COVID-19 baseline levels included anxiety symptoms (7-item Generalised Anxiety Disorder scale [GAD-7]), depressive symptoms (8-item Patient Health Questionnaire [PHQ-8]), diabetes distress (Problem Areas in Diabetes scale [PAID]), physical activity/sedentary behaviour, alcohol consumption and diabetes self-management behaviours. Additional once-off measures at follow-up included COVID-19-specific worry, quality of life (QoL), and healthcare appointment changes (telehealth engagement and appointment cancellations/avoidance). RESULTS Among 470 respondents (96%; aged 66 ± 9 years, 69% men), at least 'moderate' worry about COVID-19 infection was reported by 31%, and 29%-73% reported negative impacts on QoL dimensions (greatest for: leisure activities, feelings about the future, emotional well-being). Younger participants reported more negative impacts (p < 0.05). Overall, anxiety/depressive symptoms were similar at follow-up compared with pre-COVID-19, but diabetes distress reduced (p < 0.001). Worse trajectories of anxiety/depressive symptoms were observed among those who reported COVID-19-specific worry or negative QoL impacts (p < 0.05). Physical activity trended lower (~10%), but sitting time, alcohol consumption and glucose-monitoring frequency remained unchanged. 73% of participants used telehealth, but 43% cancelled a healthcare appointment and 39% avoided new appointments despite perceived need. CONCLUSIONS COVID-19 lockdown restrictions negatively impacted QoL, some behavioural risk factors and healthcare utilisation in adults with type 2 diabetes. However, generalised anxiety and depressive symptoms remained relatively stable.
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Affiliation(s)
| | - Elizabeth Holmes‐Truscott
- School of PsychologyDeakin UniversityGeelongVic.Australia
- The Australian Centre for Behavioural Research in DiabetesMelbourneVic.Australia
| | - Agus Salim
- Baker Heart and Diabetes InstituteMelbourneVic.Australia
- Department of Mathematics and StatisticsLa Trobe UniversityMelbourneVic.Australia
- Centre for Epidemiology and BiostatisticsMelbourne School of Population and Global HealthThe University of MelbourneMelbourneVic.Australia
| | - Kaarin J. Anstey
- UNSW Ageing Futures InstituteUniversity of New South WalesSydneyNSWAustralia
- Neuroscience Research AustraliaSydneyNSWAustralia
| | - Grant R. Drummond
- Baker Heart and Diabetes InstituteMelbourneVic.Australia
- Centre for Cardiovascular Biology and Disease Research, Department of Physiology, Anatomy and Microbiology, School of Life SciencesLa Trobe UniversityMelbourneVic.Australia
| | | | - Dianna J. Magliano
- Baker Heart and Diabetes InstituteMelbourneVic.Australia
- School of Public Health and Preventive MedicineMonash UniversityMelbourneVic.Australia
| | - Peter van Wijngaarden
- Centre for Eye Research AustraliaRoyal Victorian Eye and Ear HospitalMelbourneVic.Australia
- OphthalmologyDepartment of SurgeryUniversity of MelbourneMelbourneVic.Australia
| | - Paul Z. Zimmet
- Department of DiabetesCentral Clinical SchoolMonash UniversityMelbourneVic.Australia
| | - Jane Speight
- School of PsychologyDeakin UniversityGeelongVic.Australia
- The Australian Centre for Behavioural Research in DiabetesMelbourneVic.Australia
| | - Jonathan E. Shaw
- Baker Heart and Diabetes InstituteMelbourneVic.Australia
- School of Life SciencesLa Trobe UniversityMelbourneVic.Australia
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Speight J, Holmes-Truscott E, Thuraisingam S, Mohamad Husin H, Manski-Nankervis JA, De La Rue K, Ginnivan L, Audehm R, Clark M, Khunti K, O'Neal D, Furler J. Impact of quarterly professional-mode flash glucose monitoring in adults with type 2 diabetes in general practice (GP-OSMOTIC): Secondary psychological and self-care outcomes of a pragmatic, open-label, 12-month, randomised controlled trial. Diabetes Res Clin Pract 2021; 179:108994. [PMID: 34363864 DOI: 10.1016/j.diabres.2021.108994] [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: 05/19/2021] [Revised: 07/27/2021] [Accepted: 08/02/2021] [Indexed: 11/26/2022]
Abstract
AIMS To investigate the impact of quarterly professional-mode flash glucose monitoring on psychological outcomes in adults with type 2 diabetes in primary care. METHODS The GP-OSMOTIC trial randomised 299 adults with type 2 diabetes in 25 general practices to quarterly use of professional-mode flash glucose monitoring (sensor worn for 14 days; data discussed at clinic visit) or usual care. At baseline and 12 months, participants completed validated measures: general emotional well-being (WHO-5), diabetes-specific quality of life (DIDP), satisfaction with glucose monitoring (GME-Q), self-care activities (SDSCA) and perceived involvement in clinical care (PICS). Linear mixed-effects models examined between-group differences at 12 months. RESULTS At 12 months, there were no clinically important between-arm differences in any secondary psychological or self-care outcomes. Per protocol analyses showed no clinically significant between-group differences. CONCLUSIONS The GP-OSMOTIC intervention had no significant impact, at 12 months, on general emotional well-being, diabetes-specific quality of life or satisfaction with glucose monitoring, suggesting no added psychological burden. Lack of positive impact on self-reported self-care activities or perceived involvement in clinical care may warrant closer attention to the fidelity of intervention delivery, the context (e.g. the nature of clinician-patient interactions) and/or the sensitivity of the measures, as these will help plan future studies.
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Affiliation(s)
- Jane Speight
- School of Psychology, Deakin University, Geelong, Victoria, Australia; The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia.
| | - E Holmes-Truscott
- School of Psychology, Deakin University, Geelong, Victoria, Australia; The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
| | - Sharmala Thuraisingam
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia; Department of General Practice, University of Melbourne, Parkville, Victoria, Australia
| | - Hanafi Mohamad Husin
- School of Psychology, Deakin University, Geelong, Victoria, Australia; The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
| | | | - Katie De La Rue
- Department of General Practice, University of Melbourne, Parkville, Victoria, Australia
| | - Louise Ginnivan
- Department of General Practice, University of Melbourne, Parkville, Victoria, Australia
| | - Ralph Audehm
- Department of General Practice, University of Melbourne, Parkville, Victoria, Australia
| | - Malcolm Clark
- Department of General Practice, University of Melbourne, Parkville, Victoria, Australia
| | | | - David O'Neal
- Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
| | - John Furler
- Department of General Practice, University of Melbourne, Parkville, Victoria, Australia
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Holmes-Truscott E, Cooke DD, Hendrieckx C, Coates EJ, Heller SR, Speight J. A comparison of the acceptability and psychometric properties of scales assessing the impact of type 1 diabetes on quality of life-Results of 'YourSAY: Quality of Life'. Diabet Med 2021; 38:e14524. [PMID: 33445223 DOI: 10.1111/dme.14524] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 01/07/2021] [Accepted: 01/10/2021] [Indexed: 01/19/2023]
Abstract
AIMS To compare the acceptability, reliability and validity of five contemporary diabetes-specific quality of life (QoL) scales among adults with type 1 diabetes in the United Kingdom and Australia. METHODS Adults with type 1 diabetes (UK = 1139, Australia = 439) completed a cross-sectional, online survey including ADDQoL-19, DCP, DIDP, DSQOLS and Diabetes QoL-Q, presented in randomised order. After completing each scale, participants rated it for clarity, relevance, ease of completion, length and comprehensiveness. We examined scale acceptability (scale completion and user ratings), response patterns, structure (exploratory and confirmatory factor analyses) and validity (convergent, concurrent, divergent and known groups). To assess cross-country reproducibility, analyses conducted on the UK dataset were replicated in the Australian dataset. RESULTS Findings were largely consistent between countries. All scales were acceptable to participants: ≥90% completing all items, and ≥80% positive user ratings, except for DSQOLS' length. Scale structure was not supported for the DCP. Overall, in terms of acceptability and psychometric evaluation, the DIDP was the strongest performing scale while the ADDQoL-19 and Diabetes QoL-Q scales also performed well. CONCLUSIONS These findings suggest that the recently developed brief (7 items), neutrally worded DIDP scale is acceptable to adults with type 1 diabetes and has the strongest psychometric performance. However, questionnaire selection should always be considered in the context of the research aims, study design and population, as well as the wider published evidence regarding both the development and responsiveness of the scales.
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Affiliation(s)
- Elizabeth Holmes-Truscott
- School of Psychology, Deakin University, Geelong, Vic., Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Vic., Australia
| | - Debbie D Cooke
- School of Health Sciences, University of Surrey, Guildford, UK
| | - Christel Hendrieckx
- School of Psychology, Deakin University, Geelong, Vic., Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Vic., Australia
| | - Elizabeth J Coates
- School of Health and Related Research, University of Sheffield, Sheffield, UK
| | - Simon R Heller
- Department of Oncology and Human Metabolism, University of Sheffield, Sheffield, UK
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, Vic., Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Vic., Australia
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Hilliard ME, Marrero DG, Minard CG, Cao VT, de Wit M, DuBose SN, Verdejo A, Jaser SS, Kruger D, Monzavi R, Shah VN, Wadwa RP, Weinstock RS, Thompson D, Anderson BJ. Design and psychometrics for new measures of health-related quality of life in adults with type 1 diabetes: Type 1 Diabetes and Life (T1DAL). Diabetes Res Clin Pract 2021; 174:108537. [PMID: 33189791 DOI: 10.1016/j.diabres.2020.108537] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 10/16/2020] [Accepted: 10/30/2020] [Indexed: 12/17/2022]
Abstract
AIMS To use a three-phase process to develop and validate new self-report measures of diabetes-specific health-related quality of life (HRQOL) for adults with type 1 diabetes. We report on four versions of the Type 1 Diabetes and Life (T1DAL) measure for people age 18-25, 26-45, 46-60, and over 60 years. METHODS We first conducted qualitative interviews to guide measure creation, then piloted the draft measures. We evaluated psychometric properties at six T1D Exchange Clinic Network sites via completion of T1DAL and validated measures of related constructs. Participants completed the T1DAL again in 4-6 weeks. We used psychometric data to reduce each measure to 23-27 items in length. Finally, we obtained participant feedback on the final measures. RESULTS The T1DAL-Adult measures demonstrated good internal consistency (α = 0.85-0.88) and test-retest reliability (r = 0.77-0.87). Significant correlations with measures of general quality of life, generic and diabetes-specific HRQOL, diabetes burden, self-management, and glycemic control demonstrated validity. Factor analyses yielded 4-5 subscales per measure. Participants were satisfied with the final measures and reported they took 5-10 min to complete. CONCLUSIONS The strong psychometric properties of the newly developed self-report T1DAL measures for adults with type 1 diabetes make them appropriate for use in clinical research and care.
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Affiliation(s)
- Marisa E Hilliard
- Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, TX, United States.
| | - David G Marrero
- University of Arizona Health Sciences, Tucson AZ, United States
| | - Charles G Minard
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, United States
| | - Viena T Cao
- Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, TX, United States
| | - Maartje de Wit
- Department of Medical Psychology, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | | | | | - Sarah S Jaser
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Davida Kruger
- Division of Endocrinology, Diabetes, Bone and Mineral Disorders, Henry Ford Medical Center, Detroit, MI, United States
| | - Roshanak Monzavi
- Center for Endocrinology, Diabetes and Metabolism, Children's Hospital Los Angeles and Keck School of Medicine of University of Southern California, Los Angeles, CA, United States
| | - Viral N Shah
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - R Paul Wadwa
- Barbara Davis Center for Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
| | - Ruth S Weinstock
- Department of Medicine, SUNY Upstate Medical University, Syracuse, NY, United States
| | - Debbe Thompson
- USDA/ARS Children's Nutrition Research Center, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Barbara J Anderson
- Department of Pediatrics, Baylor College of Medicine and Texas Children's Hospital, Houston, TX, United States
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Arabiat D, Whitehead L, Abu Sheikh B, Afrifa-Yamoah E. Confirmatory Factor Analysis and Reliability of the Diabetes Treatment Satisfaction Questionnaire (DTSQ) for Arabic Speaking Patients with Type II Diabetes. J Multidiscip Healthc 2020; 13:953-961. [PMID: 33061402 PMCID: PMC7520120 DOI: 10.2147/jmdh.s266913] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Accepted: 08/06/2020] [Indexed: 11/23/2022] Open
Abstract
Background Treatment satisfaction is an important indicator for treatment compliance and glycemic control. Although psychometric properties of the Diabetes Treatment Satisfaction Questionnaire have been confirmed in several languages, it remains unclear the extent to which the factorial structure of this tool is valid for Arabic speaking populations. Purpose This study set out to confirm the construct validity of the Arabic version of the Diabetes Treatment Satisfaction Questionnaire (DTSQ) by investigating the fit of published factor structures and the reliability of responses in patients diagnosed with type 2 diabetes. Methods Data were from a large cross-sectional study of 1002 patients with diabetes in Jordan. Confirmatory factor analysis was used to compare three different models of the 8-item questionnaire (one factor, two factors, three factors) across patients treated with insulin and patients treated with oral hypoglycaemic medications. Results Statistics covered the factorial validity and omega reliability coefficient (Ωw) of the DTSQ. We were able to replicate the three different models of the 8-item Diabetes Treatment Satisfaction Questionnaire reported in previous studies, yet a two-factor model provided the best fit to the data in our sample with omega reliability coefficient (Ωw) of the subscales above 0.70. Conclusion The finding suggests a cross-cultural invariance of the factor structure of the Arabic version of the Diabetes Treatment Satisfaction Questionnaire, as we were able to replicate the same factor structure using the Arabic translated version of the tool and using non-English speaking participants. Within known limitations and gaps in the literature, healthcare professionals working with Arabic speaking patients may find this tool useful for identification of high-risk patients and those in need for interventions to promote glycemic control.
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Affiliation(s)
- Diana Arabiat
- Edith Cowan University, School of Nursing and Midwifery, Joondalup, Perth, WA 6027, Australia.,Maternal and Child Nursing Department, The University of Jordan, Amman 11942, Jordan
| | - Lisa Whitehead
- Edith Cowan University, School of Nursing and Midwifery, Joondalup, Perth, WA 6027, Australia.,University of Otago, Postgraduate Centre for Nursing Studies, Christchurch, New Zealand
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Palamenghi L, Carlucci MM, Graffigna G. Measuring the Quality of Life in Diabetic Patients: A Scoping Review. J Diabetes Res 2020; 2020:5419298. [PMID: 32566680 PMCID: PMC7261342 DOI: 10.1155/2020/5419298] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 04/10/2020] [Accepted: 04/25/2020] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Diabetes mellitus is a widely diffused chronic condition which impacts on several aspects of patients' lives. In the current clinical practice, the implementation in the clinical routine of monitoring systems of patients' outcomes has led to an increased generation and use of several measures for the assessment of patients' quality of life (QOL). Nevertheless, this construct appears to be particularly complex, and its operationalization is variable across different measures. The purpose of this paper is to offer an updated review of the diabetes-specific QOL measures present in scientific literature with a specific focus on the broad domains assessed. METHODS A scoping review was carried out with the purpose of identifying the existing measures in literature and describing their implicit representation of QOL in diabetes care. Five different databases (Scopus; Web of Science Core Collection; Medline; PsycInfo; and Cochrane Central Register of Controlled Trials) were searched with a string including validation studies of adult-only, diabetes-specific QOL measures. Each measure was then qualified according to its structure, a qualitative assessment of the broad domains of QOL it comprises, and finally an overview of the psychometric properties of its first validation. RESULTS 30 scales were identified and assessed. Theme analysis shows that QOL is operationalized with multidimensional surveys comprising of both mental, physical, and social health components. Some scales also consider the impact of societal attitudes, public policies, and context on QOL. CONCLUSION Several self-report measures of QOL specifically developed for diabetic patients exist in scientific literature. The present scoping review reports scales structure, broad domains of QOL, and development purpose. This may help in understanding the concept of QOL in diabetic patients and may also serve the purpose of guiding the reader in the choice of the most appropriate instrument or in the development of a new one.
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Affiliation(s)
- Lorenzo Palamenghi
- EngageMinds HUB - Consumer, Food & Health Engagement Research Center, Department of Psychology, Università Cattolica del Sacro Cuore - Milano, Italy
- Faculty of Agriculture, Food and Environmental Sciences, Università Cattolica del Sacro Cuore, Piacenza, Italy
| | | | - Guendalina Graffigna
- EngageMinds HUB - Consumer, Food & Health Engagement Research Center, Department of Psychology, Università Cattolica del Sacro Cuore - Milano, Italy
- Faculty of Agriculture, Food and Environmental Sciences, Università Cattolica del Sacro Cuore, Piacenza, Italy
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30
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Speight J, Holmes-Truscott E, Hendrieckx C, Skovlund S, Cooke D. Assessing the impact of diabetes on quality of life: what have the past 25 years taught us? Diabet Med 2020; 37:483-492. [PMID: 31797443 DOI: 10.1111/dme.14196] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/28/2019] [Indexed: 01/06/2023]
Abstract
Over the past 25 years, there has been significant acknowledgement of the importance of assessing the impact of diabetes on quality of life. Yet, despite the development of several diabetes-specific quality of life measures, the challenges we faced in 1995 remain. There is little consensus on the definition of quality of life because of the complexity and subjectivity of the concept. General quality of life comprises several domains of life, and these are highly individualized. Assessing the impact of diabetes on these life domains adds to the complexity. While comprehensive diabetes-specific quality-of-life measures typically increase respondent burden, brief questionnaires may not capture all relevant/important domains. Today, the lack of resolution of these challenges may explain why the impact of diabetes on quality of life is not systematically assessed in research or clinical care. Few researchers report detailed rationales for assessment, there is often a mismatch between the concept of interest and the measure selected, and data are misinterpreted as assessing the impact of diabetes on quality of life when, in reality, related but distinct constructs have been assessed, such as diabetes distress, treatment satisfaction or health status. While significant efforts are being made to increase routine monitoring of psychological well-being and understand the lived experience, no guidelines currently recommend routine clinical assessment of diabetes-specific quality of life, and there is no consensus on which questionnaire(s) to use. The gaps identified in this review need urgent attention, starting with recognition that assessment of diabetes-specific quality of life is as important as biomedical markers, if we are to improve the lives of people with diabetes.
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Affiliation(s)
- J Speight
- School of Psychology, Deakin University, Geelong, Victoria, Australia
- Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
| | - E Holmes-Truscott
- School of Psychology, Deakin University, Geelong, Victoria, Australia
- Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
| | - C Hendrieckx
- School of Psychology, Deakin University, Geelong, Victoria, Australia
- Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
| | - S Skovlund
- Steno Diabetes Centre Northern Denmark, Aalborg University Hospital, Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | - D Cooke
- School of Health Sciences, University of Surrey, Guildford, UK
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Costa MSA, Machado JC, Pereira MG. Longitudinal changes on the quality of life in caregivers of type 2 diabetes amputee patients. Scand J Caring Sci 2020; 34:979-988. [PMID: 31985865 DOI: 10.1111/scs.12806] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 11/17/2019] [Indexed: 01/26/2023]
Abstract
PURPOSE To explore changes in the quality of life of caregivers of amputees due to type 2 diabetes ten months after amputation. METHODS This is a longitudinal study with three moments of evaluation (T1: one month after surgery, T2: 7 months, T3: 10 months). The sample comprised 110, 101, and 84 caregivers of amputated patients with type 2 diabetes. Caregivers answered a Socio-demographic questionnaire; the Self-Assessment Caregiver; the Family Disruption from Illness Scale; and the Short Form Health Survey (SF36). RESULTS Stress levels were not significantly reflected in changes on mental quality of life over time, except in the caregivers who presented less stress, emphasizing the adverse role of stress when experienced on a continuous basis for ten months on the caregivers' mental well-being. Caregivers presented greater number of physical symptoms at T2 that decreased at T3. CONCLUSIONS According to the results, in order to promote caregivers' physical and mental quality of life, it would be important to evaluate stress levels especially in patients who presented somatic complaints.
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Affiliation(s)
| | - José C Machado
- Institute of Social Sciences, University of Minho, Braga, Portugal
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Skovlund SE, Lichtenberg TH, Hessler D, Ejskjaer N. Can the Routine Use of Patient-Reported Outcome Measures Improve the Delivery of Person-Centered Diabetes Care? A Review of Recent Developments and a Case Study. Curr Diab Rep 2019; 19:84. [PMID: 31420754 DOI: 10.1007/s11892-019-1190-x] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
PURPOSE OF REVIEW In recent years, the recommendation for and use of patient-reported outcome measures (PROMs) in routine diabetes care has significantly increased. We review recent evidence and highlight key opportunities and challenges related to the active clinical use of PROMs to support person-centered diabetes care and focus areas for future research in the area. RECENT FINDINGS Recent pragmatic studies support that integration of multi-dimensional PROMs for diabetes in clinical care as part of a care improvement strategy can be acceptable for and valued by people with diabetes (PWD) and healthcare professionals (HCPs) and may improve multiple aspects of quality of care, including screening, medical care monitoring and decision support, individualization of self-management support and goal-setting, and broader benefits related to active patient participation and person-centred diabetes care. We identify multiple intervention, individual, and care setting characteristics, which influence acceptability, feasibility, implementation, and effectiveness of PROMs in routine care. Recent clinical PROM studies highlight the value of mixed methods research and systematic involvement of PWD, clinicians, and other stakeholders in the design and implementation of questionnaires for patient input in routine diabetes care. We identified a new significant trend towards participatory development of multi-dimensional PROMs with the aim of IT-enabled integration into routine diabetes care to facilitate multiple components of person-centered diabetes care and better clinical, quality of life, and cost outcomes. While results from large-scale randomized controlled studies are still limited, a growing number of pragmatic implementation studies support that user-centric PROM interventions have the potential to facilitate significant improvements in care for PWD.
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Affiliation(s)
- Soren E Skovlund
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark.
- Department of Clinical Medicine, Aalborg University, Søndre Skovvej 15, DK-9000, Aalborg, Denmark.
| | | | - D Hessler
- Family & Community Medicine, School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - N Ejskjaer
- Steno Diabetes Center North Denmark, Aalborg University Hospital, Aalborg, Denmark
- Department of Clinical Medicine, Aalborg University, Søndre Skovvej 15, DK-9000, Aalborg, Denmark
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