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Hendrieckx C, Husin HM, Russell-Green S, Halliday JA, Lam B, Trawley S, McAuley SA, Bach LA, Burt MG, Cohen ND, Colman PG, Holmes-Walker DJ, Jenkins AJ, Lee MH, McCallum RW, Stranks SN, Sundararajan V, Jones TW, O'Neal DN, Speight J. The diabetes management experiences questionnaire: Psychometric validation among adults with type 1 diabetes. Diabet Med 2024; 41:e15195. [PMID: 37562414 DOI: 10.1111/dme.15195] [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: 04/20/2023] [Revised: 08/01/2023] [Accepted: 08/07/2023] [Indexed: 08/12/2023]
Abstract
AIMS To examine the psychometric properties of the Diabetes Management Experiences Questionnaire (DME-Q). Adapted from the validated Glucose Monitoring Experiences Questionnaire, the DME-Q captures satisfaction with diabetes management irrespective of treatment modalities. METHODS The DME-Q was completed by adults with type 1 diabetes as part of a randomized controlled trial comparing hybrid closed loop (HCL) to standard therapy. Most psychometric properties were examined with pre-randomization data (n = 149); responsiveness was examined using baseline and 26-week follow-up data (n = 120). RESULTS Pre-randomization, participants' mean age was 44 ± 12 years, 52% were women. HbA1c was 61 ± 11 mmol/mol (7.8 ± 1.0%), diabetes duration was 24 ± 12 years and 47% used an insulin pump prior to the trial. A forced three-factor analysis revealed three expected domains, that is, 'Convenience', 'Effectiveness' and 'Intrusiveness', and a forced one-factor solution was also satisfactory. Internal consistency reliability was strong for the three subscales (α range = 0.74-0.84) and 'Total satisfaction'( α = 0.85). Convergent validity was demonstrated with moderate correlations between DME-Q 'Total satisfaction' and diabetes distress (PAID: rs = -0.57) and treatment satisfaction (DTSQ; rs = 0.58). Divergent validity was demonstrated with a weak correlation with prospective/retrospective memory (PRMQ: rs = -0.16 and - 0.13 respectively). Responsiveness was demonstrated, as participants randomized to HCL had higher 'Effectiveness' and 'Total satisfaction' scores than those randomized to standard therapy. CONCLUSIONS The 22-item DME-Q is a brief, acceptable, reliable measure with satisfactory structural and construct validity, which is responsive to intervention. The DME-Q is likely to be useful for evaluation of new pharmaceutical agents and technologies in research and clinical settings.
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Affiliation(s)
- Christel Hendrieckx
- School of Psychology, Deakin University, Victoria, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Victoria, Carlton, Australia
- Institute for Health Transformation, Deakin University, Victoria, Geelong, Australia
| | - Hanafi M Husin
- School of Psychology, Deakin University, Victoria, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Victoria, Carlton, Australia
| | - Sienna Russell-Green
- School of Psychology, Deakin University, Victoria, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Victoria, Carlton, Australia
| | - Jennifer A Halliday
- School of Psychology, Deakin University, Victoria, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Victoria, Carlton, Australia
- Institute for Health Transformation, Deakin University, Victoria, Geelong, Australia
| | - Benjamin Lam
- School of Psychology, Deakin University, Victoria, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Victoria, Carlton, Australia
- Education Futures, University of South Australia, Adelaide, Australia
| | - Steven Trawley
- The Australian Centre for Behavioural Research in Diabetes, Victoria, Carlton, Australia
- The Cairnmillar Institute, Melbourne, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
| | - Sybil A McAuley
- The Cairnmillar Institute, Melbourne, Australia
- Department of Medicine, University of Melbourne, Melbourne, Australia
- Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Australia
| | - Leon A Bach
- Department of Endocrinology and Diabetes, The Alfred, Melbourne, Australia
- Department of Medicine (Alfred Medical Research and Education Precinct), Monash University, Melbourne, Australia
| | - Morton G Burt
- Southern Adelaide Diabetes and Endocrine Services, Flinders Medical Centre, Adelaide, Australia
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Neale D Cohen
- Baker Heart and Diabetes Institute, Melbourne, Australia
- School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, Australia
- School of Pharmacy, University of Queensland, Woolloongabba, Australia
| | - Peter G Colman
- Department of Medicine, University of Melbourne, Melbourne, Australia
- Department of Diabetes and Endocrinology, Royal Melbourne Hospital, Melbourne, Australia
| | - D Jane Holmes-Walker
- Department of Diabetes and Endocrinology, Westmead Hospital, Sydney, Australia
- Sydney Medical School, University of Sydney, Sydney, Australia
| | - Alicia J Jenkins
- Department of Medicine, University of Melbourne, Melbourne, Australia
- Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Australia
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, Australia
| | - Melissa H Lee
- Department of Medicine, University of Melbourne, Melbourne, Australia
- Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Australia
| | - Roland W McCallum
- Department of Diabetes and Endocrinology, Royal Hobart Hospital, Hobart, Australia
| | - Steve N Stranks
- Southern Adelaide Diabetes and Endocrine Services, Flinders Medical Centre, Adelaide, Australia
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | | | - Tim W Jones
- Department of Endocrinology and Diabetes, Perth Children's Hospital, Perth, Australia
- School of Paediatrics and Child Health, University of Western Australia, Perth, Australia
- Telethon Kids Institute, University of Western Australia, Perth, Australia
| | - David N O'Neal
- Department of Medicine, University of Melbourne, Melbourne, Australia
- Department of Endocrinology and Diabetes, St Vincent's Hospital Melbourne, Melbourne, Australia
| | - Jane Speight
- School of Psychology, Deakin University, Victoria, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Victoria, Carlton, Australia
- Institute for Health Transformation, Deakin University, Victoria, Geelong, Australia
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Wijk I, Amsberg S, Johansson UB, Livheim F, Toft E, Anderbro T. Impact of an Acceptance and Commitment Therapy programme on HbA1c, self-management and psychosocial factors in adults with type 1 diabetes and elevated HbA1c levels: a randomised controlled trial. BMJ Open 2023; 13:e072061. [PMID: 38101850 PMCID: PMC10729111 DOI: 10.1136/bmjopen-2023-072061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2023] [Accepted: 12/06/2023] [Indexed: 12/17/2023] Open
Abstract
OBJECTIVE To evaluate the impact of an Acceptance and Commitment Therapy (ACT) programme, tailored for people living with type 1 diabetes, on glycated haemoglobin (HbA1c), self-management and psychosocial factors among individuals with HbA1c>60 mmol/mol compared with treatment as usual (TAU). SETTING An endocrinologic clinic in Sweden. PARTICIPANTS In this randomised controlled trial, 81 individuals with type 1 diabetes, aged 18-70 years with HbA1c>60 mmol/mol, were randomly assigned to either an ACT group intervention or TAU. Exclusion criteria were: unable to speak Swedish, untreated or severe psychiatric disease, cortisone treatment, untreated thyroid disease and newly started insulin pump therapy. At the 2-year follow-up, HbA1c was measured in 26 individuals. INTERVENTION The ACT programme comprised seven 2-hour sessions held over 14 weeks and focused on acceptance of stressful thoughts and emotions, and to promote value-based committed action. OUTCOMES The primary outcome was HbA1c, and the secondary outcomes were measures of depression, anxiety, general stress, fear of hypoglycaemia, diabetes distress, self-care activities, psychological flexibility (general and related to diabetes) and quality of life. The primary endpoint was HbA1c 2 years after the intervention programme. Linear mixed models were used to test for an interaction effect between measurement time and group. RESULTS Likelihood ratio test of nested models demonstrated no statistically significant interaction effect (χ2=0.49, p=0.485) between measurement time and group regarding HbA1c. However, a statistically significant interaction effect (likelihood ratio test χ2=12.63, p<0.001) was observed with improved scores on The Acceptance and Action Questionnaire in the intervention group after 1 and 2 years. CONCLUSIONS No statistically significant difference was found between the groups regarding the primary outcome measure, HbA1c. However, the ACT programme showed a persistent beneficial impact on psychological flexibility in the intervention group. The dropout rate was higher than expected, which may indicate a challenge in this type of study. TRIAL REGISTRATION NUMBER NCT02914496.
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Affiliation(s)
- Ingrid Wijk
- Department of Health Promoting Science, Sophiahemmet University, Stockholm, Sweden
| | - Susanne Amsberg
- Department of Health Care Sciences, Marie Cederschiöld University, Stockholm, Sweden
| | - Unn-Britt Johansson
- Department of Health Promoting Science, Sophiahemmet University, Stockholm, Sweden
- Department of Clinical Sciences and Education, Södersjukhuset, Karolinska Institutet, Stockholm, Sweden
| | - Fredrik Livheim
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Eva Toft
- Department of Medicine, Huddinge, Karolinska Institutet, Stockholm, Sweden
- Department of Medicine, Ersta Hospital, Karolinska Institutet, Stockholm, Sweden
| | - Therese Anderbro
- Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, Stockholm, Sweden
- Department of Psychology, Stockholm University, Stockholm, Sweden
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Hamilton K, Forde R, Due-Christensen M, Eeg-Olofson K, Nathanson D, Rossner S, Vikstrom-Greve S, Porth AK, Seidler Y, Kautzky-Willer A, Delbecque L, Ozdemir Saltik AZ, Hasler Y, Flores V, Stamm T, Hopkins D, Forbes A. Which diabetes specific patient reported outcomes should be measured in routine care? A systematic review to inform a core outcome set for adults with Type 1 and 2 diabetes mellitus: The European Health Outcomes Observatory (H2O) programme. PATIENT EDUCATION AND COUNSELING 2023; 116:107933. [PMID: 37672919 DOI: 10.1016/j.pec.2023.107933] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 07/21/2023] [Accepted: 08/02/2023] [Indexed: 09/08/2023]
Abstract
OBJECTIVES The objective was to identify candidate patient reported outcomes with potential to inform individual patient care and service development for inclusion in a digital outcome set to be collected in routine care, as part of an international project to enhance care outcomes for people with diabetes. METHODS PubMed, COSMIN and COMET databases were searched. Published studies were included if they recommended patient reported outcomes that were clinically useful and/or important to people with diabetes. To aid selection decisions, recommended outcomes were considered in terms of the evidence endorsing them and their importance to people with diabetes. RESULTS Twenty-seven studies recommending 53 diabetes specific outcomes, and patient reported outcome measures, were included. The outcomes reflected the experience of living with diabetes (e.g. psychological well-being, symptom experience, health beliefs and stigma) and behaviours (e.g. self-management). Diabetes distress and self-management behaviours were most endorsed by the evidence. CONCLUSIONS The review provides a comprehensive list of candidate outcomes endorsed by international evidence and informed by existing outcome sets, and suggestions for measures. PRACTICE IMPLICATIONS The review offers evidence to guide clinical application. Integrated measurement of these outcomes in care settings holds enormous potential to improve provision of care and outcomes in diabetes.
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Affiliation(s)
- Kathryn Hamilton
- Kings College London, Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, London, UK.
| | - Rita Forde
- Kings College London, Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, London, UK
| | - Mette Due-Christensen
- Kings College London, Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, London, UK
| | - Katarina Eeg-Olofson
- University of Gothenburg, Institute of Medicine, Department of Molecular and Clinical Medicine, Gothenburg, Sweden
| | - David Nathanson
- Karolinska Institutet, Department of Medicine, Huddinge, Sweden; Karolinska University Hospital, Medical Unit Endocrinology, Huddinge, Sweden
| | - Sophia Rossner
- Karolinska Institutet, Department of Medicine, Huddinge, Sweden
| | - Sara Vikstrom-Greve
- Karolinska Institutet, Department of Medicine, Huddinge, Sweden; Karolinska University Hospital, Medical Unit Endocrinology, Huddinge, Sweden
| | - Ann-Kristin Porth
- Medical University of Vienna, Gender Medicine Unit, Division of Endocrinology and Metabolism, Department of Internal Medicine III, Vienna, Austria
| | - Yuki Seidler
- Medical University of Vienna, Institute of Outcomes Research, Center for Medical Statistics and Informatics, Vienna, Austria
| | - Alexandra Kautzky-Willer
- Medical University of Vienna, Gender Medicine Unit, Division of Endocrinology and Metabolism, Department of Internal Medicine III, Vienna, Austria
| | | | | | - Yvonne Hasler
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
| | - Vanesa Flores
- Vall d'Hebron University Hospital, Vall d'Hebron Institute of Research, Barcelona, Spain
| | - Tanja Stamm
- Medical University of Vienna, Institute of Outcomes Research, Center for Medical Statistics and Informatics, Vienna, Austria; Ludwig Boltzmann Institute for Arthritis and Rehabilitation, Vienna, Austria
| | - David Hopkins
- King's Health Partners Institute for Diabetes, Endocrinology and Obesity, London, UK
| | - Angus Forbes
- Kings College London, Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, London, UK
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Jafari A, Tehrani H, Mansourian M, Nejatian M, Gholian-Aval M. Translation and localization the Persian version of diabetes distress scale among type 2 diabetes. Diabetol Metab Syndr 2023; 15:201. [PMID: 37838688 PMCID: PMC10576313 DOI: 10.1186/s13098-023-01173-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Accepted: 09/27/2023] [Indexed: 10/16/2023] Open
Abstract
INTRODUCTION The aimed of this psychometric cross-sectional research was translation and localization the Persian version of diabetes distress scale in type 2 diabetes. METHODS This psychometric cross-sectional research was translation and localization the Persian version of diabetes distress scale among 1028 type 2 diabetes in Mashhad city, Iran, 2022. Cluster sampling method was used for selection the participants. The validity and reliability of diabetes distress scale designed and evaluated by Polonsky was assessed in this study. The validity of diabetes distress scale was evaluated by face validity, content validity, and structural validity. Twenty-six type 2 diabetes were selected for evaluation the reliability of scale. RESULTS The factor loading of all questions of diabetes distress scale were more than 0.4 and the results of goodness-of-fit indexes showed acceptable values (for example: RMSEA = 0.076, IFI = 0.909, AGFI = 0.819, PNFI = 0.758). Cronbach's alpha coefficient, McDonald omega coefficient and Intraclass Correlation Coefficient (ICC) showed a value of 0.950, 0.955, and 0.903, respectively for all items of diabetes distress scale. Cronbach's alpha coefficient, McDonald omega coefficient and ICC showed a value of 0.914, 0.917, and 0.893, respectively for Core Level of Distress (8 items). Also, Cronbach's alpha coefficient, McDonald omega coefficient, and ICC showed a value of 0.920, 0.928, and 0.884, respectively for all factors of Sources of Distress (21 items). CONCLUSION The Persian form of diabetes distress scale with 29 items and two parts of Core Level of Distress with 8 items and Sources of Distress with 21 items and 7 factors (Hypoglycemia with 3 items, Long-term Health with 3 items, Healthcare Provider with 3 items, Interpersonal Issues with 3 items, Shame/Stigma with 3 items, Healthcare Access with 3 items, and Management Demands with 3 items) is a good scale to evaluation the status of diabetes distress in Iranian type 2 diabetes.
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Affiliation(s)
- Alireza Jafari
- Department of Health Education and Health Promotion, School of Health, Social Development and Health Promotion Research Center, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Hadi Tehrani
- Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Health Education and Health Promotion, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Mahbobeh Nejatian
- Social Determinants of Health Research Center, Gonabad University of Medical Sciences, Gonabad, Iran
| | - Mahdi Gholian-Aval
- Social Determinants of Health Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
- Department of Health Education and Health Promotion, School of Health, Mashhad University of Medical Sciences, Mashhad, Iran.
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Ali N, El Hamdaoui S, Nefs G, Walburgh Schmidt JWJ, Tack CJ, de Galan BE. High diabetes-specific distress among adults with type 1 diabetes and impaired awareness of hypoglycaemia despite widespread use of sensor technology. Diabet Med 2023; 40:e15167. [PMID: 37347681 DOI: 10.1111/dme.15167] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Revised: 06/18/2023] [Accepted: 06/19/2023] [Indexed: 06/24/2023]
Abstract
AIMS Impaired awareness of hypoglycaemia (IAH) has been associated with increased diabetes distress and use of sensor technology can reduce diabetes distress. The aim of this study was to examine diabetes-specific distress (emotions, cognitions, behaviours) in relation to IAH status and use of glucose sensors in people with type 1 diabetes. METHODS Individuals with type 1 diabetes from an academic diabetes outpatient clinic completed the Clarke questionnaire (to assess hypoglycaemic awareness), Problem Areas in Diabetes (PAID-5), Hypoglycaemia Fear Survey-II (HFS-II), Attitudes to Awareness of Hypoglycaemia Survey (A2A), Nijmegen Clinical Screening Instrument Survey (NCSI) and Hyperglycaemia Avoidance Scale (HAS). RESULTS Of the 422 participants (51.9% male, diabetes duration 30 [16-40] years, HbA1c 60 ± 11 mmol/mol [7.6 ± 1.0%], 351 [88.2%] used a glucose sensor; 82 [19.4%]) had IAH. Compared to individuals with normal awareness, those with IAH more often had PAID-5 scores ≥8 (35.4% vs. 21.5%, p = 0.008) and higher scores on all HFS-II subscores (total [40.2 ± 21.5 vs. 27.9 ± 17.2, p < 0.001]), HFS-II behaviour (18.5 ± 10.0 vs. 15.1 ± 8.0, p = 0.005), HFS-II worry (21.8 ± 13.5 vs. 12.7 ± 10.9, p < 0.001), HAS worries (17.5 ± 7.3 vs. 14.3 ± 7.0, p < 0.001) and NCSI hypoglycaemia items. HAS behaviour, A2A and NCSI hyperglycaemia scores did not differ between individuals with or without IAH. Restricting the analyses to individuals using a glucose sensor did not materially change the results. CONCLUSIONS Diabetes-specific distress remains a major problem among individuals with type 1 diabetes, particularly those with IAH, despite the widespread use of (intermittently scanned) sensor technology. Further studies are needed to examine strategies to lower diabetes-specific distress in individuals with IAH.
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Affiliation(s)
- Namam Ali
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Soumia El Hamdaoui
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Giesje Nefs
- Department of Medical Psychology, Radboud University Medical Center, Nijmegen, The Netherlands
- Center of Research on Psychological Disorders and Somatic Diseases (CoRPS), Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
- Diabeter, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
| | | | - Cees J Tack
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bastiaan E de Galan
- Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
- Department of Internal Medicine, Maastricht University Medical Center+, Maastricht, The Netherlands
- CARIM School for Cardiovascular Disease, Maastricht University, Maastricht, The Netherlands
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Grau-Del Valle C, Marco-Expósito JF, Bosch-Sierra N, Zaragoza-Villena B, Solá E, Montoya-Castilla I, Morillas C, Bañuls C. Effect of perceived stress, concern about hypoglycaemia and level of knowledge of management of the disease on glycaemic control in type 1 diabetes mellitus. J Clin Nurs 2023; 32:264-272. [PMID: 35224806 DOI: 10.1111/jocn.16270] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 11/10/2021] [Accepted: 01/10/2022] [Indexed: 12/14/2022]
Abstract
AIMS AND OBJECTIVES To evaluate perceived stress, concern about hypoglycaemia and the level of knowledge of management of the disease in patients with type 1 diabetes mellitus and their relationship with glycaemic control, gender and age. BACKGROUND Perceived stress and concern about hypoglycaemia are significant obstacles to achieving adequate glycaemic control in patients with type 1 diabetes mellitus, and notably influence management of the disease itself. MATERIAL AND METHODS A cross-sectional study was carried out in 193 adult patients with type 1 diabetes mellitus. Study quality was scored using the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist for cohort studies. Glycaemic control was evaluated by number and type of hypoglycaemic event and glycosylated haemoglobin. Questionnaires about hypoglycaemia concern (HFS II), perceived stress (PSS), unrecognised hypoglycaemia (Clarke Test) and level of knowledge of the disease were completed. RESULTS Perceived stress was significantly associated with glycosylated haemoglobin (p < 0.001) and concern about hypoglycaemia (p < 0.037). With respect to level of knowledge, we observed that an advanced level was associated with lower glycosylated haemoglobin (p < 0.001), number (p < 0.001) and type (p < 0.001) of hypoglycaemic episode, and less perceived stress (p = 0.006). In addition, age was negatively correlated with perceived stress (p < 0.030) and positively correlated with the number of unrecognised hypoglycaemic episodes (p < 0.002), which was associated, in turn, with a higher number of daily glycaemia tests (p < 0.037) and concern about hypoglycaemia (p < 0.006). CONCLUSION In type 1 diabetes mellitus, perceived stress can negatively influence glycaemic control and concern about hypoglycaemia, and level of knowledge about the condition has a bearing on glycosylated haemoglobin levels, perceived stress and number and type of hypoglycaemic events. In addition, higher age is associated with more frequent unrecognised hypoglycaemic events. RELEVANCE TO CLINICAL PRACTICE It is essential to identify and address the psychological needs of patients with type 1 diabetes mellitus with the aim of achieving an adequate management of the disease itself and generating a change in future intervention strategies.
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Affiliation(s)
- Carmen Grau-Del Valle
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
| | - José Francisco Marco-Expósito
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
| | - Neus Bosch-Sierra
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
| | - Begoña Zaragoza-Villena
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
| | - Eva Solá
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain.,Departament of Medicine, University of Valencia, Valencia, Spain
| | | | - Carlos Morillas
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain.,Departament of Medicine, University of Valencia, Valencia, Spain
| | - Celia Bañuls
- Department of Endocrinology and Nutrition, University Hospital Doctor Peset- Foundation for the Promotion of Health and Biomedical Research in the Valencian Region (FISABIO), Valencia, Spain
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Speight J, Choudhary P, Wilmot EG, Hendrieckx C, Forde H, Cheung WY, Crabtree T, Millar B, Traviss-Turner G, Hill A, Ajjan RA. Impact of glycaemic technologies on quality of life and related outcomes in adults with type 1 diabetes: A narrative review. Diabet Med 2023; 40:e14944. [PMID: 36004676 DOI: 10.1111/dme.14944] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 08/18/2022] [Indexed: 12/24/2022]
Abstract
AIMS To explore the association between the use of glycaemic technologies and person-reported outcomes (PROs) in adults with type 1 diabetes (T1D). METHODS We included T1D and technology publications reporting on PROs since 2014. Only randomised controlled trials and cohort studies that used validated PRO measures (PROMs) were considered. RESULTS T1D studies reported on a broad range of validated PROMs, mainly as secondary outcome measures. Most studies examined continuous glucose monitoring (CGM), intermittently scanned CGM (isCGM), and the role of continuous subcutaneous insulin infusion (CSII), including sensor-augmented CSII and closed loop systems. Generally, studies demonstrated a positive impact of technology on hypoglycaemia-specific and diabetes-specific PROs, including reduced fear of hypoglycaemia and diabetes distress, and greater satisfaction with diabetes treatment. In contrast, generic PROMs (including measures of health/functional status, emotional well-being, depressive symptoms, and sleep quality) were less likely to demonstrate improvements associated with the use of glycaemic technologies. Several studies showed contradictory findings, which may relate to study design, population and length of follow-up. Differences in PRO findings were apparent between randomised controlled trials and cohort studies, which may be due to different populations studied and/or disparity between trial and real-world conditions. CONCLUSIONS PROs are usually assessed as secondary outcomes in glycaemic technology studies. Hypoglycaemia-specific and diabetes-specific, but not generic, PROs show the benefits of glycaemic technologies, and deserve a more central role in future studies as well as routine clinical care.
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Affiliation(s)
- Jane Speight
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Pratik Choudhary
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Emma G Wilmot
- Department of Diabetes, University Hospitals of Derby and Burton NHS Foundation Trust, Derby, UK
- Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK
| | - Christel Hendrieckx
- School of Psychology, Deakin University, Geelong, Australia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Hannah Forde
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Wai Yee Cheung
- Diabetes Research Unit Cymru, Swansea University Medical School, Swansea, UK
| | - Thomas Crabtree
- Department of Diabetes, University Hospitals of Derby and Burton NHS Foundation Trust, Derby, UK
- Faculty of Medicine and Health Sciences, University of Nottingham, Nottingham, UK
| | - Bekki Millar
- Diabetes Research Steering Group, Diabetes UK, London, UK
| | | | - Andrew Hill
- Leeds Institute of Health Sciences, University of Leeds, Leeds, UK
| | - Ramzi A Ajjan
- Leeds Institute of Cardiovascular and Metabolic Medicine, the LIGHT Laboratories, University of Leeds, Leeds, UK
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8
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Pieri BA, Bergin-Cartwright GAI, Simpson A, Collins J, Reid A, Karalliedde J, Brackenridge A, Hotopf M, Hussain S. Symptoms of Anxiety and Depression Are Independently Associated With Impaired Awareness of Hypoglycemia in Type 1 Diabetes. Diabetes Care 2022; 45:2456-2460. [PMID: 36006615 DOI: 10.2337/dc21-2482] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 07/15/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE We tested the hypothesis that impaired awareness of hypoglycemia (IAH) is independently associated with symptoms of anxiety and depression in type 1 diabetes. RESEARCH DESIGN AND METHODS In this cross-sectional observational study in 950 adults with type 1 diabetes, associations were examined using multiple regression models, adjusting for sociodemographic and clinical characteristics. RESULTS Prevalence for probable anxiety, depression, and IAH were 9.4%, 9.8%, and 22.6%, respectively. When included in separate regression models, both depression and anxiety were independently associated with an increased odds of IAH and robust to adjustment (odds ratio 3.64 [95% CI 2.19-6.04] and 2.46 [1.46-4.14], respectively). Further analysis demonstrated a dose-response relationship between increased severity of probable mental disorder and increased odds of having IAH (P < 0.001). CONCLUSIONS The robust independent relationship between probable anxiety and depression with IAH demonstrates the need for routine psychological assessment and management of people with type 1 diabetes and IAH.
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Affiliation(s)
- Beatrice A Pieri
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, U.K
| | - Gabriella A I Bergin-Cartwright
- Department of Psychological Medicine, Institute of Psychiatry Psychology and Neuroscience, King's College London, London, U.K
| | - Anna Simpson
- Institute of Diabetes, Endocrinology and Obesity, King's Health Partners, London, U.K
| | - Julian Collins
- Institute of Diabetes, Endocrinology and Obesity, King's Health Partners, London, U.K
| | - Anna Reid
- Department of Diabetes and Endocrinology, Guy's and St. Thomas' NHS Foundation Trust, London, U.K
| | - Janaka Karalliedde
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, U.K
| | - Anna Brackenridge
- Department of Diabetes and Endocrinology, Guy's and St. Thomas' NHS Foundation Trust, London, U.K
| | - Matthew Hotopf
- Department of Psychological Medicine, Institute of Psychiatry Psychology and Neuroscience, King's College London, London, U.K.,South London and Maudsley NHS Foundation Trust, London, U.K
| | - Sufyan Hussain
- Department of Diabetes, School of Cardiovascular and Metabolic Medicine and Sciences, King's College London, London, U.K.,Institute of Diabetes, Endocrinology and Obesity, King's Health Partners, London, U.K.,Department of Diabetes and Endocrinology, Guy's and St. Thomas' NHS Foundation Trust, London, U.K
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9
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Flatt AJ, Chen E, Peleckis AJ, Dalton-Bakes C, Nguyen HL, Collins HW, Millar JS, Gallop RJ, Rickels MR. Evaluation of Clinical Metrics for Identifying Defective Physiologic Responses to Hypoglycemia in Long-Standing Type 1 Diabetes. Diabetes Technol Ther 2022; 24:737-748. [PMID: 35758724 PMCID: PMC9529296 DOI: 10.1089/dia.2022.0103] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Repeated hypoglycemia exposure leads to impaired awareness of hypoglycemia (IAH) and the development of defective counterregulatory responses. To date, only pancreas or islet transplantation has demonstrated normalization of hypoglycemia awareness and the endogenous glucose production (EGP) response to defend against insulin-induced hypoglycemia in long-standing type 1 diabetes (T1D). This study aims to validate clinical metrics of IAH (Clarke score), hypoglycemia severity (HYPO score), glycemic lability (lability index), and continuous glucose monitoring (CGM) as predictors of absent autonomic symptom (AS) recognition and defective glucose counterregulation during insulin-induced hypoglycemia, thus enabling early identification of individuals with compromised physiologic defense against clinically significant hypoglycemia. Forty-three subjects with mean ± standard deviation age 43 ± 13 years and T1D duration 28 ± 13 years, including 32 with IAH and 11 with hypoglycemia awareness (Aware), and 12 nondiabetic control subjects, underwent single-blinded randomized-paired hyperinsulinemic-euglycemic and hypoglycemic clamp experiments. Receiver operating characteristic (ROC) curves and sensitivity analyses were performed to assess metric prediction of absent AS recognition and defective EGP responses to hypoglycemia. Clarke score and CGM measures of hypoglycemia exposure demonstrated good ability to predict absent AS recognition (area under the curve ≥0.80). A composite threshold of IAH-Clarke ≥4 with ROC curve-derived thresholds for CGM measures of hypoglycemia exposure showed high specificity and predictive value in identifying an absent AS response during the hypoglycemic clamp. Metrics demonstrated poor ability to predict defective glucose counterregulation by the EGP response, which was impaired even in the Aware group. Screening for IAH alongside assessment of CGM data can increase the specificity for identifying individuals with absent hypoglycemia symptom recognition who may benefit from further intervention.
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Affiliation(s)
- Anneliese J. Flatt
- Institute for Diabetes, Obesity, and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Elizabeth Chen
- Institute for Diabetes, Obesity, and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Amy J. Peleckis
- Institute for Diabetes, Obesity, and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Cornelia Dalton-Bakes
- Institute for Diabetes, Obesity, and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Huong-Lan Nguyen
- Institute for Diabetes, Obesity, and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Heather W. Collins
- Institute for Diabetes, Obesity, and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - John S. Millar
- Institute for Diabetes, Obesity, and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Division of Translational Medicine and Human Genetics, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Robert J. Gallop
- Department of Biostatistics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Department of Mathematics, West Chester University of Pennsylvania, West Chester, Pennsylvania, USA
| | - Michael R. Rickels
- Institute for Diabetes, Obesity, and Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Institute for Translational Medicine and Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
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10
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A parallel randomised controlled trial of the Hypoglycaemia Awareness Restoration Programme for adults with type 1 diabetes and problematic hypoglycaemia despite optimised self-care (HARPdoc). Nat Commun 2022; 13:2229. [PMID: 35484106 PMCID: PMC9050729 DOI: 10.1038/s41467-022-29488-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2021] [Accepted: 03/18/2022] [Indexed: 02/02/2023] Open
Abstract
Impaired awareness of hypoglycaemia (IAH) is a major risk for severe hypoglycaemia in insulin treatment of type 1 diabetes (T1D). To explore the hypothesis that unhelpful health beliefs create barriers to regaining awareness, we conducted a multi-centre, randomised, parallel, two-arm trial (ClinicalTrials.gov NCT02940873) in adults with T1D and treatment-resistant IAH and severe hypoglycaemia, with blinded analysis of 12-month recall of severe hypoglycaemia at 12 and/or 24 months the primary outcome. Secondary outcomes included cognitive and emotional measures. Adults with T1D, IAH and severe hypoglycaemia despite structured education in insulin adjustment, +/- diabetes technologies, were randomised to the "Hypoglycaemia Awareness Restoration Programme despite optimised self-care" (HARPdoc, n = 49), a psychoeducation programme uniquely focussing on changing cognitive barriers to avoiding hypoglycaemia, or the evidence-based "Blood Glucose Awareness Training" (BGAT, n = 50), both delivered over six weeks. Median [IQR] severe hypoglycaemia at baseline was 5[2-12] per patient/year, 1[0-5] at 12 months and 0[0-2] at 24 months, with no superiority for HARPdoc (HARPdoc vs BGAT incident rate ratios [95% CI] 1.25[0.51, 3.09], p = 0.62 and 1.26[0.48, 3.35], p = 0.64 respectively), nor for changes in hypoglycaemia awareness scores or fear. Compared to BGAT, HARPdoc significantly reduced endorsement of unhelpful cognitions (Estimated Mean Difference for Attitudes to Awareness scores at 24 months, -2.07 [-3.37,-0.560], p = 0.01) and reduced scores for diabetes distress (-6.70[-12.50,-0.89], p = 0.02); depression (-1.86[-3.30, -0.43], p = 0.01) and anxiety (-1.89[-3.32, -0.47], p = 0.01). Despite positive impact on cognitive barriers around hypoglycaemia avoidance and on diabetes-related and general emotional distress scores, HARPdoc was not more effective than BGAT at reducing severe hypoglycaemia.
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11
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Chatwin H, Broadley M, Hendrieckx C, Carlton J, Heller S, Amiel SA, de Galan BE, Hermanns N, Finke‐Groene K, Speight J, Pouwer F. Unmet support needs relating to hypoglycaemia among adults with type 1 diabetes: Results of a multi-country web-based qualitative study. Diabet Med 2022; 39:e14727. [PMID: 34668230 PMCID: PMC9298379 DOI: 10.1111/dme.14727] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2021] [Accepted: 10/18/2021] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Hypoglycaemic episodes and fear of hypoglycaemia can be burdensome for adults with type 1 diabetes. This study explored support needs relating to hypoglycaemia among adults with type 1 diabetes living in Denmark, Germany, the Netherlands and the United Kingdom. RESEARCH DESIGN AND METHODS Respondents participated in a web-based qualitative study involving four open-ended questions that asked what they wished other people understood about hypoglycaemia and what other people could do differently to support them with hypoglycaemia. Responses were analyzed using reflexive thematic analysis. RESULTS Participants were 219 adults with type 1 diabetes (mean ± SD age 39 ± 13 years; mean ± SD diabetes duration 20 ± 14 years). They described unmet needs relating to: (1) Clinical support, involving access to new diabetes technologies, training on hypoglycaemia prevention, personalised care and psychological support; (2) Practical support, involving family and friends better supporting them with hypoglycaemia management and prevention; (3) Education for other people, involving others becoming more informed about hypoglycaemia; and (4) An appreciation of the burden, involving others recognizing the experience and impact of episodes, and the burden of living with the risk of hypoglycaemia. CONCLUSIONS Adults with type 1 diabetes report several unmet support needs relating to hypoglycaemia. Service delivery should be person-centred and prioritise the individual's support needs. Clinical conversations are needed to identify the individual's support needs and develop tailored support plans. People with diabetes and their family members should be offered hypoglycaemia-specific education and training.
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Affiliation(s)
- Hannah Chatwin
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
| | - Melanie Broadley
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
| | - Christel Hendrieckx
- School of PsychologyDeakin UniversityGeelongVictoriaAustralia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes VictoriaMelbourneVictoriaAustralia
| | - Jill Carlton
- School of Health and Related ResearchUniversity of SheffieldSheffieldUK
| | - Simon Heller
- Department of Oncology and MetabolismUniversity of SheffieldSheffieldUK
| | | | - Bastiaan E. de Galan
- Department of Internal MedicineRadboud University Medical CentreNijmegenThe Netherlands
- Department of Internal MedicineMaastricht University Medical CenterMaastrichtThe Netherlands
| | - Norbert Hermanns
- Research Institute Diabetes Academy MergentheimBad MergentheimGermany
| | | | - Jane Speight
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
- School of PsychologyDeakin UniversityGeelongVictoriaAustralia
- The Australian Centre for Behavioural Research in Diabetes, Diabetes VictoriaMelbourneVictoriaAustralia
| | - Frans Pouwer
- Department of PsychologyUniversity of Southern DenmarkOdenseDenmark
- School of PsychologyDeakin UniversityGeelongVictoriaAustralia
- Steno Diabetes Center OdenseOdenseDenmark
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12
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Deshmukh H, Wilmot EG, Gregory R, Barnes D, Narendran P, Saunders S, Furlong N, Kamaruddin S, Banatwalla R, Herring R, Kilvert A, Patmore J, Walton C, Ryder REJ, Sathyapalan T. Predictors of diabetes-related distress before and after FreeStyle Libre-1 use: Lessons from the Association of British Clinical Diabetologists nationwide study. Diabetes Obes Metab 2021; 23:2261-2268. [PMID: 34142425 DOI: 10.1111/dom.14467] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 06/02/2021] [Accepted: 06/14/2021] [Indexed: 02/05/2023]
Abstract
AIM To identify the baseline demographic and clinical characteristics associated with diabetes-related distress (DRD) and factors associated with improvement in DRD after initiating use of the FreeStyle Libre (FSL) in people living with type 1 diabetes (T1D). METHODS The study was performed using baseline and follow-up data from the Association of British Clinical Diabetologists nationwide audit of people with diabetes who initiated use of the FSL in the United Kingdom. DRD was assessed using the two-item diabetes-related distress scale (DDS; defined as the average of the two-item score ≥3). People living with T1D were categorized into two groups: those with high DRD, defined as an average DDS score ≥3 and those with lower DRD, defined as a DDS score <3. We used a gradient-boosting machine-learning (GBM) model to identify the relative influence (RI) of baseline variables on average DDS score. RESULTS The study population consisted of 9159 patients, 96.6% of whom had T1D. The median (interquartile range [IQR]) age was 45.1 (32-56) years, 50.1% were women, the median (IQR) baseline body mass index was 26.1 (23.2-29.6) kg/m2 and the median (IQR) duration of diabetes was 20 (11-32) years. The two components of the DDS were significantly correlated (r2 = 0.73; P < 0.0001). Higher DRD was prevalent in 53% (4879/9159) of people living with T1D at baseline. In the GBM model, the top baseline variables associated with average DDS score were baseline glycated haemoglobin (HbA1c; RI = 51.1), baseline Gold score (RI = 23.3), gender (RI = 7.05) and fear of hypoglycaemia (RI = 4.96). Follow-up data were available for 3312 participants. The top factors associated with improvement in DDS score following use of the FSL were change in Gold score (RI = 28.2) and change in baseline HbA1c (RI = 19.3). CONCLUSIONS In this large UK cohort of people living with T1D, diabetes distress was prevalent and associated with higher HbA1c, impaired awareness of hypoglycaemia and female gender. Improvement in glycaemic control and hypoglycaemia unawareness with the use of the FSL was associated with improvement in DRD in people living with T1D.
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Affiliation(s)
- Harshal Deshmukh
- Hull University Teaching Hospitals NHS Trust and the University of Hull, Hull, UK
| | - Emma G Wilmot
- University Hospitals of Derby and Burton NHS Foundation Trust, Derby, UK
| | | | | | - Parth Narendran
- Queen Elizabeth Hospital Birmingham and University of Birmingham, Birmingham, UK
| | - Simon Saunders
- Warrington and Halton Teaching Hospitals NHS Foundation Trust, Warrington, UK
| | - Niall Furlong
- St Helens and Knowsley Teaching Hospitals NHS Trust, St Helens, UK
| | | | | | | | - Anne Kilvert
- Northampton General Hospital NHS Trust, Northampton, UK
| | - Jane Patmore
- Hull University Teaching Hospitals NHS Trust and the University of Hull, Hull, UK
| | - Chris Walton
- Hull University Teaching Hospitals NHS Trust and the University of Hull, Hull, UK
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13
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Halliday JA, Speight J, Russell-Green S, O E, Hagger V, Morris A, Sturt J, Hendrieckx C. Developing a novel diabetes distress e-learning program for diabetes educators: an intervention mapping approach. Transl Behav Med 2021; 11:1264-1273. [PMID: 33677509 DOI: 10.1093/tbm/ibaa144] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Diabetes distress is a common negative emotional response to the ongoing burden of living with diabetes. Elevated diabetes distress is associated with impaired diabetes self-management and quality of life yet rarely identified and addressed in clinical practice. Health professionals report numerous barriers to the provision of care for diabetes distress, including lack of skills and confidence, but few diabetes distress training opportunities exist. The purpose of this paper is to describe how we utilized Intervention Mapping to plan the development, implementation, and evaluation of a novel diabetes distress e-learning program for diabetes educators, to meet a well-documented need and significant gap in diabetes care. A multidisciplinary team (combining expertise in research, health and clinical psychology, diabetes education, nursing, tertiary education, and website architecture) developed a diabetes distress e-learning program. We followed a six-step process (logic model of the problem, program outcomes and objectives, program design, program production, program implementation plan, and evaluation plan) known as Intervention Mapping. The program is underpinned by educational and psychological theory, including Bloom's Taxonomy of Educational Objectives and social cognitive theory. We developed a short (estimated 4 h) e-learning program for diabetes educators, which draws on the content of the Diabetes and Emotional Health handbook and toolkit. It integrates a 7As model, which provides a stepwise approach to identifying and addressing diabetes distress. Our diabetes distress e-learning program has been developed systematically, guided by an Intervention Mapping approach. In the next phase of the project, we will trial the e-learning.
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Affiliation(s)
- Jennifer A Halliday
- School of Psychology, Deakin University, Geelong, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Jane Speight
- School of Psychology, Deakin University, Geelong, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Sienna Russell-Green
- School of Psychology, Deakin University, Geelong, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
| | - Eric O
- Faculty of Health, Deakin University, Geelong, Australia
| | | | - Ann Morris
- AMCON Diabetes Management Service, Warrnambool, Australia
| | - Jackie Sturt
- Florence Nightingale Faculty of Nursing, Midwifery & Palliative Care, Kings College London, London, UK
| | - Christel Hendrieckx
- School of Psychology, Deakin University, Geelong, Australia.,The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Australia
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14
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Danne T, Joish VN, Afonso M, Banks P, Sawhney S, Lapuerta P, Davies MJ, Buse JB, Lin D, Reaney M, Guillonneau S, Snoek FJ, Bailey TS, Polonsky WH. Improvement in Patient-Reported Outcomes in Adults with Type 1 Diabetes Treated with Sotagliflozin plus Insulin Versus Insulin Alone. Diabetes Technol Ther 2021; 23:70-77. [PMID: 32721228 DOI: 10.1089/dia.2020.0068] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Background: Diabetes-related distress is common among persons affected by diabetes and is associated with suboptimal glycemic control and complications, thus constituting a relevant patient-report outcome (PRO). Improving glycemic control may reduce diabetes distress and improve treatment satisfaction. This post hoc analysis evaluated PRO data for a pooled cohort of adults with type 1 diabetes (T1D) receiving sotagliflozin as adjunct to optimized insulin in the inTandem1 and inTandem2 studies. Methods: Clinically meaningful changes in the Diabetes Treatment Satisfaction Questionnaire status version (DTSQs) and the two-item Diabetes Distress Scale (DDS2) total and individual scores were examined in the pooled data from the first 24 weeks of the studies. Results: In the cohort of patients with a baseline DTSQs total score ≤32 (∼76% of entire cohort), nearly twice as many patients treated with sotagliflozin 200 (45.9%) or 400 mg (42.3%) experienced a >3-point improvement from baseline versus those treated with placebo (24%). Treatment with sotagliflozin led to statistically significant (P < 0.05) improvements across all DTSQs items. Approximately 42% of all patients were considered to have a high risk of diabetes distress (total DDS2 score ≥6) at baseline following insulin optimization. More patients shifted from high to low risk with sotagliflozin compared with placebo (∼40% vs. 23%; P ≤ 0.0002). The baseline-adjusted difference in DDS2 from placebo was significantly (P < 0.001) reduced by -0.5 and -0.6 for sotagliflozin 200 and 400 mg, respectively. Conclusions: Patients with T1D treated with sotagliflozin in addition to optimized insulin therapy reported meaningful improvements in treatment satisfaction and diabetes distress. NCT02384941 and NCT02421510.
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Affiliation(s)
- Thomas Danne
- Department for General Pediatrics, Diabetes, Endocrinology, and Clinical Research, Children's Hospital Auf der Bult, Hannover Medical School, Hannover, Germany
| | - Vijay N Joish
- Lexicon Pharmaceuticals, Inc., The Woodlands, Texas, USA
| | | | - Phillip Banks
- Lexicon Pharmaceuticals, Inc., The Woodlands, Texas, USA
| | | | - Pablo Lapuerta
- Lexicon Pharmaceuticals, Inc., The Woodlands, Texas, USA
| | | | - John B Buse
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, North Carolina, USA
| | - Dee Lin
- Sanofi US, Inc., Bridgewater, New Jersey, USA
| | | | | | - Frank J Snoek
- Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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15
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Adults With Diabetes Distress Often Want to Talk With Their Health Professionals About It: Findings From an Audit of 4 Australian Specialist Diabetes Clinics. Can J Diabetes 2020; 44:473-480. [DOI: 10.1016/j.jcjd.2020.02.004] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Revised: 01/19/2020] [Accepted: 02/10/2020] [Indexed: 11/23/2022]
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16
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Yared Z, Blunden S, Stotland S. Addressing a Care Gap in Type 1 Diabetes Management: Using the Diabetes Distress Scale in a Community Care Setting to Address Diabetes-Related Treatment Challenges. Can J Diabetes 2020; 44:514-520. [PMID: 32792105 DOI: 10.1016/j.jcjd.2020.06.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 05/25/2020] [Accepted: 06/11/2020] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To bridge the gap between existing clinical evidence and recommendations around screening for diabetes-related distress (DD) and the observation of a low level of adoption of these suggestions in everyday clinical practice. We focused on the use of the Diabetes Distress Scale (DDS) by adult diabetes care specialists. METHODS We conducted a survey of endocrinologists and diabetes educators in our clinics, examining the use of DD screening and assessment tools, including DDS-2, DDS-17 and T1-DDS-28. RESULTS Our results indicated that very few practitioners surveyed are currently using the DD questionnaires, and highlighted their perceptions of the primary barriers to doing so. CONCLUSIONS We discuss the results of our survey of colleagues' use of the DDS and provide suggestions about how to incorporate this tool, and tips about how to address the various facets of DD. We argue that integrating the assessment of DD in clinical practice, with the use of standardized and validated self-report questionnaires, is a necessary and very feasible step towards achieving further improvements in the health and quality of life of people living with type 1 diabetes.
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Affiliation(s)
- Zeina Yared
- LMC Diabetes & Endocrinology, Montreal, Québec, Canada
| | - Sarah Blunden
- LMC Diabetes & Endocrinology, Montreal, Québec, Canada
| | - Stephen Stotland
- Montreal Comprehensive Weight Management Program, and Department of Nutrition, University of Montreal, Montreal, Québec, Canada.
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17
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Litterbach E, Holmes-Truscott E, Pouwer F, Speight J, Hendrieckx C. 'I wish my health professionals understood that it's not just all about your HbA 1c !'. Qualitative responses from the second Diabetes MILES - Australia (MILES-2) study. Diabet Med 2020; 37:971-981. [PMID: 31802530 DOI: 10.1111/dme.14199] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/02/2019] [Indexed: 01/10/2023]
Abstract
AIMS Optimal diabetes management requires daily selfmanagement. While little time is spent with health professionals, they can have a substantial impact on how a person manages and feels about living with diabetes. The aim of this qualitative study was to explore what people with diabetes wish their health professionals understood about living with diabetes. METHODS Thematic analysis was conducted of responses to a single open-ended question, 'What do you wish your health professional understood about living with diabetes?', which was part of the Diabetes MILES-2 survey, assessing the psychological and behavioural aspects of living with type 1 or type 2 diabetes in Australian adults. RESULTS In total, 1316 responses (56% response rate) were collected, with 1190 responses included for analysis (54% from respondents with type 1 diabetes, 46% from those with type 2 diabetes). Seven major themes emerged; respondents wished their health professional understood: 1) the potential barriers to diabetes management; 2) that it is 'easier said than done'; 3) the social/emotional impact; 4) that they want, need and deserve more; 5) that judgements, assumptions and negative perspective are not helpful; 6) more about diabetes; and 7) that the respondent is the expert in his/her diabetes. Other comments suggested satisfactory experiences with health professionals, highlighting that some respondents had no wish for their health professional to understand more. CONCLUSIONS This study highlights that, although some adults with diabetes are satisfied with their health professionals' understanding of living with diabetes, many report unmet needs and perceive a lack of person-centred care from their health professionals.
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Affiliation(s)
- E Litterbach
- School of Psychology, Deakin University, Geelong, Vic., Australia
- Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Vic., Australia
| | - E Holmes-Truscott
- School of Psychology, Deakin University, Geelong, Vic., Australia
- Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Vic., Australia
| | - F Pouwer
- School of Psychology, Deakin University, Geelong, Vic., Australia
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- STENO Diabetes Centre Odense, Odense, Denmark
| | - J Speight
- School of Psychology, Deakin University, Geelong, Vic., Australia
- Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Vic., Australia
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - C Hendrieckx
- School of Psychology, Deakin University, Geelong, Vic., Australia
- Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Vic., Australia
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18
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Wylie TAF, Shah C, Connor R, Farmer AJ, Ismail K, Millar B, Morris A, Reynolds RM, Robertson E, Swindell R, Warren E, Holt RIG. Transforming mental well-being for people with diabetes: research recommendations from Diabetes UK's 2019 Diabetes and Mental Well-Being Workshop. Diabet Med 2019; 36:1532-1538. [PMID: 31177573 PMCID: PMC6899580 DOI: 10.1111/dme.14048] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/06/2019] [Indexed: 12/23/2022]
Abstract
AIMS To identify key gaps in the research evidence base that could help to improve the mental well-being of people with diabetes, and to provide recommendations to researchers and research funders on how best to address them. METHODS A 2-day international research workshop was conducted, bringing together research experts in diabetes and in mental health, people living with diabetes and healthcare professionals. RESULTS The following key areas needing increased financial investment in research were identified: understanding the mechanisms underlying depression; understanding the multifactorial impact of social stigma; improving the language used by healthcare professionals; supporting people who find it difficult to engage with their diabetes; supporting significant others; supporting people with diabetes and eating disorders; improving models of care by learning from best practice; the potential benefits of screening and managing diabetes distress in routine diabetes care pathways; primary prevention of mental health issues at the time of diagnosis of diabetes; establishing the effectiveness of diabetes therapies on mood and other mental health issues; and understanding the impact of current diabetes technologies on mental health. Research recommendations as to how to address each of these priority areas were also developed. CONCLUSIONS This inaugural position statement outlines recommendations to address the urgent unmet need related to the mental well-being of people living with diabetes, and calls on the research community and funders to develop research programmes and strategies to reduce this need.
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Affiliation(s)
- T. A. F. Wylie
- Diabetes UKWells Lawrence House, 126 Back Church LaneLondonUK
| | - C. Shah
- Diabetes UKWells Lawrence House, 126 Back Church LaneLondonUK
| | | | - A. J. Farmer
- Nuffield Department of Primary Care Health SciencesUniversity of OxfordOxfordUK
| | - K. Ismail
- Department of Psychological MedicineInstitute of Psychiatry, Psychology and NeurosciencesKing's College LondonLondonUK
| | - B. Millar
- Diabetes UK Clinical Studies Group MemberUniversity of EdinburghEdinburghUK
| | - A. Morris
- Diabetes UKWells Lawrence House, 126 Back Church LaneLondonUK
| | - R. M. Reynolds
- Centre for Cardiovascular ScienceQueen's Medical Research InstituteUniversity of EdinburghEdinburghUK
| | - E. Robertson
- Diabetes UKWells Lawrence House, 126 Back Church LaneLondonUK
| | - R. Swindell
- Diabetes UK Clinical Studies Group MemberUniversity of EdinburghEdinburghUK
| | - E. Warren
- Diabetes UK Clinical Studies Group MemberUniversity of EdinburghEdinburghUK
| | - R. I. G. Holt
- Human Development and Health, Faculty of MedicineUniversity of SouthamptonUK
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19
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Ali MM, Gallen G, Choudhary P. To pump or not to pump. PRACTICAL DIABETES 2019. [DOI: 10.1002/pdi.2250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
| | | | - Pratik Choudhary
- King's College Hospital NHS Trust London UK
- King's College London UK
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20
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Abstract
BACKGROUND Diabetes distress has been linked with suboptimal glycemic control in patients with type 1 diabetes. We evaluated the effect of diabetes distress on self-management behaviors in patients using insulin pumps. METHODS We analyzed the impact of diabetes distress on self-management behaviors using pump downloads from 129 adults treated with continuous subcutaneous insulin infusion (CSII) at a single hospital clinic. Exclusion criteria were CSII treatment <6 months, pregnancy, hemoglobinopathy, and continuous glucose monitoring/sensor use. People were categorized into three groups based on the Diabetes Distress Scale-2 (DDS-2) score: < 2.5, 2.5-3.9, > 4. RESULTS Participants had a mean age of 45.2 ± 19.0 years; duration of diabetes 26.6 ± 16.2 years; duration of CSII 6.0 ± 3.5 years; HbA1c 8.0 ± 1.2%; and DDS-2 score 2.7 ± 1.3. Self-monitoring blood glucose (SMBG) frequency and bolus wizard usage was similar between groups. Patients with higher distress had higher HbA1c (7.7 ± 0.9 vs. 8.0 ± 0.9 vs. 8.7 ± 1.8; P = 0.004), lower frequency of set changes (4.7 ± 1.3vs. 4.8 ± 1.9 vs. 3.8 ± 1.1; P = .025), a greater number of appointments booked (5.8 ± 4.4 vs. 8.6 ± 4.8 vs. 8.1 ± 6.9; P = .021), and a greater number of appointments missed (1.9 ± 1.3 vs. 2.5 ± 1.5 vs. 3.8 ± 4.1; P = .004). CONCLUSIONS Although in some patients, high distress may be caused by reduced self-management, in our highly trained, pump-using patients, high distress was associated with suboptimal biomedical outcomes despite appropriate self-management behaviors. Future work should further explore the relationships between diabetes distress, self-management, and glycemic control.
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Affiliation(s)
- Aneesah Khan
- Department of Diabetes, School of Life
Course Sciences, King’s College London, London, UK
| | - Pratik Choudhary
- Department of Diabetes, School of Life
Course Sciences, King’s College London, London, UK
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