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Harazneh L, Malak MZ, Ayed A. Adolescents and type 1 diabetes: A grounded theory on adolescents' experiences of adaptation to type 1 diabetes. J Pediatr Nurs 2024; 76:e159-e166. [PMID: 38453544 DOI: 10.1016/j.pedn.2024.02.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Revised: 12/27/2023] [Accepted: 02/24/2024] [Indexed: 03/09/2024]
Abstract
PURPOSE Type 1 diabetes influences adolescents' health status and therapeutic management. Adaptation for adolescents with type 1 diabetes is considered a significant issue for this cohort group and is based on many factors, including availability of resources, and family and community support. Thus, this study aimed to explore Palestinian adolescents' experiences of adaptation to type 1 diabetes in the West Bank. DESIGN AND METHODS A qualitative grounded theory approach was adopted. The purposive sample consisted of fourteen adolescents aged from 12 to 18 years and diagnosed with type 1 diabetes. The data were collected using semi-structured and face-to-face individual interviews during the period from March to June 2023. A constant comparative method was used to analyze data. FINDINGS The core category had emerged with categories and subcategories. There were three categories and ten subcategories including difficulties in the management of type 1 diabetes, for example, "insulin injections, dietary management, and control of HbA1c levels", burdens of type1 diabetes, for example, "burden regarding follow-up treatment, the burden of interaction and communication, emotional burden, and economic burden", and fears and worries of unexpected future life, for example, "worries about disease complications, worries regarding social relationships, and worries about marriage and parenthood". CONCLUSION Adolescents diagnosed with type 1 diabetes suffer from difficult experiences influencing their adaptation to this disease. PRACTICE IMPLICATIONS Counseling programs concerning self-care management for those adolescents need to be developed in addition to support programs. Health education programs are needed to develop their adaptation and coping skills to these experiences.
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Affiliation(s)
- Lobna Harazneh
- Psychiatric and Mental Health Nursing, Faculty of Nursing, Arab American University, Jenin, Palestine
| | - Malakeh Z Malak
- Community Health Nursing, Faculty of Nursing, Al-Zaytoonah University of Jordan, Amman, Jordan.
| | - Ahmad Ayed
- Pediatric Health Nursing, Faculty of Nursing, Arab American University, Jenin, Palestine
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van Veghel W, van Dijk SC, Klem TM, Weel AE, Bügel JB, Birnie E. Is the QCI framework suited for monitoring outcomes and costs in a teaching hospital using value-based healthcare principles? A retrospective cohort study. BMJ Open 2024; 14:e080257. [PMID: 38692726 PMCID: PMC11086573 DOI: 10.1136/bmjopen-2023-080257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 04/16/2024] [Indexed: 05/03/2024] Open
Abstract
OBJECTIVES The objective is to develop a pragmatic framework, based on value-based healthcare principles, to monitor health outcomes per unit costs on an institutional level. Subsequently, we investigated the association between health outcomes and healthcare utilisation costs. DESIGN This is a retrospective cohort study. SETTING A teaching hospital in Rotterdam, The Netherlands. PARTICIPANTS The study was performed in two use cases. The bariatric population contained 856 patients of which 639 were diagnosed with morbid obesity body mass index (BMI) <45 and 217 were diagnosed with morbid obesity BMI ≥45. The breast cancer population contained 663 patients of which 455 received a lumpectomy and 208 a mastectomy. PRIMARY AND SECONDARY OUTCOME MEASURES The quality cost indicator (QCI) was the primary measures and was defined asQCI = (resulting outcome * 100)/average total costs (per thousand Euros)where average total costs entail all healthcare utilisation costs with regard to the treatment of the primary diagnosis and follow-up care. Resulting outcome is the number of patients achieving textbook outcome (passing all health outcome indicators) divided by the total number of patients included in the care path. RESULTS The breast cancer and bariatric population had the highest resulting outcome values in 2020 Q4, 0.93 and 0.73, respectively. The average total costs of the bariatric population remained stable (avg, €8833.55, min €8494.32, max €9164.26). The breast cancer population showed higher variance in costs (avg, €12 735.31 min €12 188.83, max €13 695.58). QCI values of both populations showed similar variance (0.3 and 0.8). Failing health outcome indicators was significantly related to higher hospital-based costs of care in both populations (p <0.01). CONCLUSIONS The QCI framework is effective for monitoring changes in average total costs and relevant health outcomes on an institutional level. Health outcomes are associated with hospital-based costs of care.
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Affiliation(s)
- Willem van Veghel
- Finance and Control, Franciscus Gasthuis en Vlietland, Rotterdam, Zuid-Holland, Netherlands
| | - Suzanne C van Dijk
- Department of Geriatrics, Franciscus Gasthuis en Vlietland, Rotterdam, Zuid-Holland, Netherlands
| | - Taco Mal Klem
- Breast Clinic, Franciscus Gasthuis en Vlietland, Rotterdam, Zuid-Holland, Netherlands
| | - Angelique E Weel
- Department of Rheumatology, Maasstad Hospital, Rotterdam, Zuid-Holland, Netherlands
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, Zuid-Holland, Netherlands
| | - Jean-Bart Bügel
- Finance and Control, Franciscus Gasthuis en Vlietland, Rotterdam, Zuid-Holland, Netherlands
| | - Erwin Birnie
- Franciscus Academy, Franciscus Gasthuis en Vlietland, Rotterdam, Zuid-Holland, Netherlands
- Department of Genetics, Universitair Medisch Centrum Groningen, Groningen, Netherlands
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Snoek FJ, Anarte-Ortiz MT, Anderbro T, Cyranka K, Hendrieckx C, Hermanns N, Indelicato L, McGuire BE, Mocan A, Nefs G, Polonsky WH, Stewart R, Vallis M. Roles and competencies of the clinical psychologist in adult diabetes care-A consensus report. Diabet Med 2024; 41:e15312. [PMID: 38385984 DOI: 10.1111/dme.15312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Revised: 01/29/2024] [Accepted: 02/06/2024] [Indexed: 02/23/2024]
Abstract
AIMS Psychological care is recognised as an integral part of quality diabetes care. We set out to describe the roles and competencies of the clinical psychologist as a member of the multidisciplinary adult diabetes care team, focused on secondary care. METHODS The authors are clinically experienced psychologists involved in adult diabetes care, from Australia, Europe and North America, and active members of the international psychosocial aspects of diabetes study group. Consensus was reached as a group on the roles and competencies of the clinical psychologist working in adult diabetes secondary care, building both on expert opinion and a selective review and discussion of the literature on psychological care in diabetes, clinical guidelines and competency frameworks. RESULTS The clinical psychologist fulfils multiple roles: (1) as a clinician (psychological assessment and therapy), (2) as advisor to the healthcare team (training, consulting), (3) as a communicator and promotor of person-centred care initiatives and (4) as a researcher. Four competencies that are key to successfully fulfilling the above-mentioned roles in a diabetes setting are as follows: (a) specialised knowledge, (b) teamwork and advice, (c) assessment, (d) psychotherapy (referred to as STAP framework). CONCLUSIONS The roles and competencies of clinical psychologists working in diabetes extend beyond the requirements of most university and post-graduate curricula. There is a need for a comprehensive, accredited specialist post-graduate training for clinical psychologists working in diabetes care, building on the proposed STAP framework. This calls for a collaborative effort involving diabetes organisations, clinical psychology societies and diabetes psychology interest groups.
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Affiliation(s)
- Frank J Snoek
- Department of Medical Psychology, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
- Amsterdam Public Health Research Institute, Amsterdam UMC, Amsterdam, The Netherlands
| | - Maria Teresa Anarte-Ortiz
- Departamento de Personalidad, Evaluación y Tratamiento Psicológico, Facultad de Psicología, Universidad de Málaga, Málaga, Spain
- Departamento de Personalidad, Evaluacion y Tratamiento Psicologico, Instituto de Investigación Biomedica de Málaga (IBIMA), Málaga, Spain
| | - Therese Anderbro
- Department of Psychology, Stockholm University, Stockholm, Sweden
| | - Katarzyna Cyranka
- Department of Psychiatry, Jagiellonian University Medical College, Krakow, Poland
- Department of Metabolic Diseases, Jagiellonian University Medical College, Krakow, Poland
| | - Christel Hendrieckx
- The Australian Centre for Behavioural Research in Diabetes, Carlton, Victoria, Australia
- School of Psychology, Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia
| | - Norbert Hermanns
- Forschungsinstitut Diabetes-Akademie Bad Mergentheim (FIDAM GmbH), Bad Mergentheim, Germany
- Department of Clinical Psychology, Psychotherapy of the University of Bamberg, Bamberg, Germany
| | - Liliana Indelicato
- Divission od Endocrinology, Diabetes and Metabolic Diseases, Azienda Ospedaliera Universitaria Integrata Verona, Verona, Italy
| | - Brian E McGuire
- School of Psychology, University of Galway and Centre for Diabetes, Endocrinology & Metabolism, Galway University Hospital, Galway, Ireland
| | - Andreia Mocan
- Center for Diabetes, Nutrition and Metabolic Diseases, Emergency Clinical County Hospital, Cluj-Napoca, Romania
| | - Giesje Nefs
- Department of Medical Psychology, Radboud UMC, Nijmegen, The Netherlands
- Department of Medical and Clinical Psychology, Tilburg University, Tilburg, The Netherlands
- Diabeter, National Treatment and Research Center for Children, Adolescents and Adults with Type 1 Diabetes, Rotterdam, The Netherlands
| | - William H Polonsky
- Behavioral Diabetes Institute, San Diego, California, USA
- Department of Medicine, University of California, San Diego, California, USA
| | - Rose Stewart
- Betsi Cadwaladr University Health Board, Hospitals and Health Care, North Wales, UK
| | - Michael Vallis
- Department of Family Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
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Porth AK, Huberts AS, Rogge A, Bénard AHM, Forbes A, Strootker A, Del Pozo CH, Kownatka D, Hopkins D, Nathanson D, Aanstoot HJ, Soderberg J, Eeg-Olofsson K, Hamilton K, Delbecque L, Ninov L, Due-Christensen M, Leutner M, Simó R, Vikstrom-Greve S, Rössner S, Flores V, Seidler Y, Hasler Y, Stamm T, Kautzky-Willer A. Standardising personalised diabetes care across European health settings: A person-centred outcome set agreed in a multinational Delphi study. Diabet Med 2024; 41:e15259. [PMID: 38017616 DOI: 10.1111/dme.15259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Accepted: 11/06/2023] [Indexed: 11/30/2023]
Abstract
OBJECTIVE Standardised person-reported outcomes (PRO) data can contextualise clinical outcomes enabling precision diabetes monitoring and care. Comprehensive outcome sets can guide this process, but their implementation in routine diabetes care has remained challenging and unsuccessful at international level. We aimed to address this by developing a person-centred outcome set for Type 1 and Type 2 diabetes, using a methodology with prospects for increased implementability and sustainability in international health settings. METHODS We used a three-round questionnaire-based Delphi study to reach consensus on the outcome set. We invited key stakeholders from 19 countries via purposive snowball sampling, namely people with diabetes (N = 94), healthcare professionals (N = 65), industry (N = 22) and health authorities (N = 3), to vote on the relevance and measurement frequency of 64 previously identified clinical and person-reported outcomes. Subsequent consensus meetings concluded the study. RESULTS The list of preliminary outcomes was shortlisted via the consensus process to 46 outcomes (27 clinical outcomes and 19 PROs). Two main collection times were recommended: (1) linked to a medical visit (e.g. diabetes-specific well-being, symptoms and psychological health) and (2) annually (e.g. clinical data, general well-being and diabetes self management-related outcomes). CONCLUSIONS PROs are often considered in a non-standardised way in routine diabetes care. We propose a person-centred outcome set for diabetes, specifically considering psychosocial and behavioural aspects, which was agreed by four international key stakeholder groups. It guides standardised collection of meaningful outcomes at scale, supporting individual and population level healthcare decision making. It will be implemented and tested in Europe as part of the H2O project.
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Affiliation(s)
- Ann-Kristin Porth
- Department of Internal Medicine III, Divison of Endocrinology and Metabolism, Medical University Vienna, Vienna, Austria
| | - Anouk Sjoukje Huberts
- Department of Quality and Patientcare, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Alizé Rogge
- Charité Center for Patient-Centered Outcomes Research, Department of Psychosomatic Medicine, Center for Internal Medicine and Dermatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
| | | | - Angus Forbes
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, Kings College London, London, UK
| | - Anja Strootker
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
| | | | | | - David Hopkins
- Department of Diabetes, King's College London, London, UK
- Institute for Diabetes, Endocrinology and Obesity, King's Health Partners, London, UK
| | - David Nathanson
- Department of Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Huddinge, Sweden
| | - Henk-Jan Aanstoot
- Diabeter, Center for Focussed Diabetes Care and Research, Rotterdam, The Netherlands
| | | | - Katarina Eeg-Olofsson
- Department of Molecular and Clinical Medicine, Institute of Medicine, University of Gothenburg, Göteborg, Sweden
- National Diabetes Register, Göteborg, Sweden
| | - Kathryn Hamilton
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, Kings College London, London, UK
| | | | | | - Mette Due-Christensen
- Florence Nightingale Faculty of Nursing, Midwifery and Palliative Care, Kings College London, London, UK
| | - Michael Leutner
- Department of Internal Medicine III, Divison of Endocrinology and Metabolism, Medical University Vienna, Vienna, Austria
| | - Rafael Simó
- Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Centro de Investigación Biomédica en Red Instituto de Salud Carlos III (CIBERDEM (ISCIII)), Madrid, Spain
- Vall d'Hebron University Hospital, Barcelona, Spain
- Autonomous University of Barcelona, Barcelona, Spain
| | - Sara Vikstrom-Greve
- Department of Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Huddinge, Sweden
| | - Sophia Rössner
- Department of Medicine, Karolinska Institutet, Karolinska University Hospital Huddinge, Huddinge, Sweden
| | - Vanesa Flores
- Vall d'Hebron Institute of Research (VHIR), Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
- Vall d'Hebron University Hospital, Barcelona, Spain
| | - Yuki Seidler
- Section for Outcomes Research, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Vienna, Austria
| | - Yvonne Hasler
- Medtronic International Trading Sàrl, Tolochenaz, Switzerland
| | - Tanja Stamm
- Section for Outcomes Research, Center for Medical Statistics, Informatics and Intelligent Systems, Medical University of Vienna, Vienna, Austria
- Ludwig Boltzmann Institute for Arthritis and Rehabilitation, Vienna, Austria
| | - Alexandra Kautzky-Willer
- Department of Internal Medicine III, Divison of Endocrinology and Metabolism, Medical University Vienna, Vienna, Austria
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5
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Brierley ML, Chater AM, Edwardson CL, Castle EM, Hunt ER, Biddle SJ, Sisodia R, Bailey DP. The Regulate your Sitting Time (RESIT) intervention for reducing sitting time in individuals with type 2 diabetes: findings from a randomised-controlled feasibility trial. Diabetol Metab Syndr 2024; 16:87. [PMID: 38659052 PMCID: PMC11040907 DOI: 10.1186/s13098-024-01336-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/05/2024] [Accepted: 04/15/2024] [Indexed: 04/26/2024] Open
Abstract
BACKGROUND Reducing and breaking up sitting is recommended for optimal management of Type 2 diabetes mellitus (T2DM). Yet, there is limited evidence of interventions targeting these outcomes in individuals with this condition. The primary aim of this study was to assess the feasibility and acceptability of delivering and evaluating a tailored online intervention to reduce and break up sitting in adults with T2DM. METHODS A mixed-methods two-arm randomised controlled feasibility trial was conducted in ambulatory adults with T2DM who were randomised 1:1 to the REgulate your SItting Time (RESIT) intervention or usual care control group. The intervention included online education, self-monitoring and prompt tools (wearable devices, smartphone apps, computer apps) and health coaching. Feasibility outcomes were recruitment, attrition, data completion rates and intervention acceptability. Measurements of device-assessed sitting (intended primary outcome for definitive trial), standing and stepping, and physical function, psychosocial health and wellbeing were taken at baseline, 3 months and 6 months. Individual semi-structured interviews were conducted at six-months (post intervention) to explore acceptability, feasibility and experiences of the trial and intervention using the Framework Method. RESULTS Seventy participants aged 55 ± 11 years were recruited. Recruitment rate (proportion of eligible participants enrolled into the study) was 67% and participant retention rate at 6 months was 93% (n = 5 withdrawals). Data completion rates for daily sitting were 100% at baseline and ranged from 83 to 91% at 3 months and 6 months. Descriptive analysis demonstrated potential for the intervention to reduce device-measured sitting, which was 30.9 ± 87.2 and 22.2 ± 82.5 min/day lower in the intervention group at 3 and 6 months, respectively, compared with baseline. In the control group, sitting was 4.4 ± 99.5 and 23.7 ± 85.2 min/day lower at 3 and 6 months, respectively. Qualitative analysis identified three themes: reasons for participating in the trial, acceptability of study procedures, and the delivery and experience of taking part in the RESIT intervention. Overall, the measurement visits and intervention were acceptable to participants. CONCLUSIONS This study demonstrated the feasibility and acceptability of the RESIT intervention and evaluation methods, supporting a future definitive trial. If RESIT is found to be clinically effective, this could lead to changes in diabetes healthcare with a focus on reducing sitting. TRIAL REGISTRATION The trial was registered with ISRCTN (number ISRCTN14832389).
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Affiliation(s)
- Marsha L Brierley
- Centre for Physical Activity in Health and Disease, College of Health, Medicine and Life Sciences, Brunel University London, Kingston Lane, UB8 3PH, Uxbridge, UK
- Division of Sport, Health and Exercise Sciences, Department of Life Sciences, Brunel University London, Kingston Lane, UB8 3PH, Uxbridge, UK
| | - Angel M Chater
- Institute for Sport and Physical Activity Research, Centre for Health, Wellbeing and Behaviour Change, University of Bedfordshire, Polhill Avenue, MK41 9EA, Bedford, UK
- Centre for Behaviour Change, University College London, 1-19 Torrington Place, WC1E 7HB, London, UK
| | - Charlotte L Edwardson
- Leicester Lifestyle and Health Research Group, Diabetes Research Centre, University of Leicester, Leicester General Hospital, LE5 4PW, Leicester, UK
- NIHR Leicester Biomedical Research Centre, Leicester General Hospital, LE5 4PW, Leicester, UK
| | - Ellen M Castle
- Centre for Physical Activity in Health and Disease, College of Health, Medicine and Life Sciences, Brunel University London, Kingston Lane, UB8 3PH, Uxbridge, UK
- Physiotherapy Division, Department of Health Sciences, College of Health, Medicine and Life Sciences, Brunel University London, Kingston Lane, UB8 4PH, Uxbridge, UK
- Curtin School of Allied Health, School of Health Sciences, Curtin University, Western Australia, 6845, Bentley, Australia
| | - Emily R Hunt
- Centre for Physical Activity in Health and Disease, College of Health, Medicine and Life Sciences, Brunel University London, Kingston Lane, UB8 3PH, Uxbridge, UK
- Division of Sport, Health and Exercise Sciences, Department of Life Sciences, Brunel University London, Kingston Lane, UB8 3PH, Uxbridge, UK
| | - Stuart Jh Biddle
- Centre for Health Research, University of Southern Queensland, Springfield Central, 4300, Springfield, QLD, Australia
- Faculty of Sport & Health Sciences, University of Jyväskylä, FI-40014, Jyväskylä, Finland
| | - Rupa Sisodia
- Centre for Physical Activity in Health and Disease, College of Health, Medicine and Life Sciences, Brunel University London, Kingston Lane, UB8 3PH, Uxbridge, UK
- Division of Sport, Health and Exercise Sciences, Department of Life Sciences, Brunel University London, Kingston Lane, UB8 3PH, Uxbridge, UK
| | - Daniel P Bailey
- Centre for Physical Activity in Health and Disease, College of Health, Medicine and Life Sciences, Brunel University London, Kingston Lane, UB8 3PH, Uxbridge, UK.
- Division of Sport, Health and Exercise Sciences, Department of Life Sciences, Brunel University London, Kingston Lane, UB8 3PH, Uxbridge, UK.
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6
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Carswell C, Taylor J, Holt RIG, Brown JVE, Ajjan R, Böhnke JR, Doran T, Kellar I, Shiers D, Wright J, Siddiqi N. A core outcome set for trials evaluating self-management interventions in people with severe mental illness and coexisting type 2 diabetes. Diabet Med 2024; 41:e15288. [PMID: 38239101 DOI: 10.1111/dme.15288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2023] [Revised: 12/11/2023] [Accepted: 01/09/2024] [Indexed: 03/16/2024]
Abstract
BACKGROUND People with severe mental illness (SMI), such as schizophrenia, have higher rates of type 2 diabetes and worse outcomes, compared to those without SMI and it is not known whether diabetes self-management interventions are effective for people who have both conditions. Research in this area has been impeded by a lack of consensus on which outcomes to prioritise in people with co-existing SMI and diabetes. AIMS To develop a core outcome set (COS) for use in effectiveness trials of diabetes self-management interventions in adults with both type 2 diabetes and SMI. METHODS The COS was developed in three stages: (i) identification of outcomes from systematic literature review of intervention studies, followed by multi-stakeholder and service user workshops; (ii) rating of outcomes in a two-round online Delphi survey; (iii) agreement of final 'core' outcomes through a stakeholder consensus workshop. RESULTS Seven outcomes were selected: glucose control, blood pressure, body composition (body weight, BMI, body fat), health-related quality of life, diabetes self-management, diabetes-related distress and medication adherence. CONCLUSIONS This COS is recommended for future trials of effectiveness of diabetes self-management interventions for people with SMI and type 2 diabetes. Its use will ensure trials capture important outcomes and reduce heterogeneity so findings can be readily synthesised to inform practice and policy.
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Affiliation(s)
| | - Jo Taylor
- Department of Health Sciences, University of York, York, UK
| | - Richard I G Holt
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK
- National Institute for Health Research Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | | | - Ramzi Ajjan
- Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Jan R Böhnke
- School of Health Sciences, University of Dundee, Dundee, UK
| | - Tim Doran
- Department of Health Sciences, University of York, York, UK
| | - Ian Kellar
- Department of Psychology, University of Sheffield, Sheffield, UK
| | - David Shiers
- Psychosis Research Unit, Greater Manchester Mental Health NHS Trust, Manchester, UK
- Division of Psychology and Mental Health, University of Manchester, Manchester, UK
- School of Medicine, Keele University, Keele, UK
| | - Judy Wright
- Institute of Cardiovascular and Metabolic Medicine, University of Leeds, Leeds, UK
| | - Najma Siddiqi
- Department of Health Sciences, University of York, York, UK
- Bradford District Care NHS Foundation Trust, Bradford, UK
- Centre for Health and Population Sciences, Hull York Medical School, York, UK
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7
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van der Poort EKJ, Kidanemariam M, Moriates C, Rakers MM, Tsevat J, Schroijen M, Atsma DE, van den Akker-van Marle ME, Bos WJW, van den Hout WB. How to Use Costs in Value-Based Healthcare: Learning from Real-life Examples. J Gen Intern Med 2024; 39:683-689. [PMID: 38135776 DOI: 10.1007/s11606-023-08423-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 09/07/2023] [Indexed: 12/24/2023]
Abstract
BACKGROUND Healthcare organizations measure costs for business operations but do not routinely incorporate costs in decision-making on the value of care. AIM Provide guidance on how to use costs in value-based healthcare (VBHC) delivery at different levels of the healthcare system. SETTING AND PARTICIPANTS Integrated practice units (IPUs) for diabetes mellitus (DM) and for acute myocardial infarction (AMI) at the Leiden University Medical Center and a collaboration of seven breast cancer IPUs of the Santeon group, all in the Netherlands. PROGRAM DESCRIPTION AND EVALUATION VBHC aims to optimize care delivery to the patient by understanding how costs relate to outcomes. At the level of shared decision-making between patient and clinician, yearly check-up consultations for DM type I were analyzed for patient-relevant costs. In benchmarking among providers, quantities of cost drivers for breast cancer care were assessed in scorecards. In continuous learning, cost-effectiveness analysis was compared with radar chart analysis to assess the value of telemonitoring in outpatient follow-up. DISCUSSION Costs vary among providers in healthcare, but also between provider and patient. The joint analysis of outcomes and costs using appropriate methods helps identify and optimize the aspects of care that drive desired outcomes and value.
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Affiliation(s)
- Esmée K J van der Poort
- Department of Biomedical Data Sciences, Section of Medical Decision-Making, Leiden University Medical Center, Leiden, The Netherlands.
| | - Martha Kidanemariam
- Department of Biomedical Data Sciences, Section of Medical Decision-Making, Leiden University Medical Center, Leiden, The Netherlands
| | - Christopher Moriates
- Department of Internal Medicine, Dell Medical School, University of Texas, Austin, TX, USA
- Department of Medical Education, Dell Medical School, University of Texas, Austin, TX, USA
| | - Margot M Rakers
- National eHealth Living Lab, Leiden University Medical Center, Leiden, The Netherlands
- Department of Public Health and Primary Care, Leiden University Medical Center, Leiden, The Netherlands
| | - Joel Tsevat
- Department of Medicine and ReACH Center, Joe R. & Teresa Lozano Long School of Medicine, University of Texas Health Science Center at San Antonio, San Antonio, TX, USA
| | - Marielle Schroijen
- Department of Internal Medicine, Section of Endocrinology, Leiden University Medical Center, Leiden, The Netherlands
| | - Douwe E Atsma
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - M Elske van den Akker-van Marle
- Department of Biomedical Data Sciences, Section of Medical Decision-Making, Leiden University Medical Center, Leiden, The Netherlands
| | - Willem Jan W Bos
- Department of Internal Medicine, Section of Nephrology, Leiden University Medical Center, Leiden, The Netherlands
- Department of Internal Medicine, St. Antonius Hospital, Nieuwegein, The Netherlands
| | - Wilbert B van den Hout
- Department of Biomedical Data Sciences, Section of Medical Decision-Making, Leiden University Medical Center, Leiden, The Netherlands
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8
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Zafra-Tanaka JH, Del Valle A, Bernabé-Ortiz A, Miranda JJ, Beran D. Outcomes measured in studies assessing health systems interventions for type 1 diabetes management: A scoping review. Diabet Med 2024; 41:e15223. [PMID: 37683837 DOI: 10.1111/dme.15223] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/11/2023] [Revised: 09/04/2023] [Accepted: 09/05/2023] [Indexed: 09/10/2023]
Abstract
AIMS Describe the outcomes reported in research on health systems interventions for type 1 diabetes management in comparison to the outcomes proposed by a core outcome set (COS) for this condition, an essential list of outcomes that studies should measure. METHODS Systematic search of studies published between 2010 and 2021 reporting health systems interventions directed to improve the management of type 1 diabetes using PubMed, EMBASE and CENTRAL. Information on the outcomes was extracted and classified according to a COS: self-management, level of clinical engagement, perceived control over diabetes, diabetes-related quality of life, diabetes burden, diabetes ketoacidosis, severe hypoglycemia, and glycated hemoglobin (HbA1C). RESULTS 187 studies were included. Most of the studies included either children (n = 82/187) or adults (n = 82/187) living with type 1 diabetes. The most common outcome measured was HbA1C (n = 149/187), followed by self-management (n = 105/187). While the least measured ones were diabetes ketoacidosis (n = 15/187), and clinical engagement (n = 0/187). None of the studies measured all the outcomes recommended in the COS. Additionally, different tools were found to be used in measuring the same outcome. CONCLUSIONS This study provides a description of what researchers are measuring when assessing health systems interventions to improve type 1 diabetes management. In contrast to a COS, it was found that there is a predominance of clinical-based outcomes over patient-reported outcome measures.
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Affiliation(s)
- Jessica Hanae Zafra-Tanaka
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Division of Tropical and Humanitarian Medicine, University of Geneva and Geneva University Hospitals, Geneva, Switzerland
| | - Adela Del Valle
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Antonio Bernabé-Ortiz
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Universidad Científica del Sur, Lima, Peru
| | - J Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - David Beran
- Division of Tropical and Humanitarian Medicine, University of Geneva and Geneva University Hospitals, Geneva, Switzerland
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9
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Mackenzie SC, Sainsbury CAR, Wake DJ. Diabetes and artificial intelligence beyond the closed loop: a review of the landscape, promise and challenges. Diabetologia 2024; 67:223-235. [PMID: 37979006 PMCID: PMC10789841 DOI: 10.1007/s00125-023-06038-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2023] [Accepted: 09/22/2023] [Indexed: 11/19/2023]
Abstract
The discourse amongst diabetes specialists and academics regarding technology and artificial intelligence (AI) typically centres around the 10% of people with diabetes who have type 1 diabetes, focusing on glucose sensors, insulin pumps and, increasingly, closed-loop systems. This focus is reflected in conference topics, strategy documents, technology appraisals and funding streams. What is often overlooked is the wider application of data and AI, as demonstrated through published literature and emerging marketplace products, that offers promising avenues for enhanced clinical care, health-service efficiency and cost-effectiveness. This review provides an overview of AI techniques and explores the use and potential of AI and data-driven systems in a broad context, covering all diabetes types, encompassing: (1) patient education and self-management; (2) clinical decision support systems and predictive analytics, including diagnostic support, treatment and screening advice, complications prediction; and (3) the use of multimodal data, such as imaging or genetic data. The review provides a perspective on how data- and AI-driven systems could transform diabetes care in the coming years and how they could be integrated into daily clinical practice. We discuss evidence for benefits and potential harms, and consider existing barriers to scalable adoption, including challenges related to data availability and exchange, health inequality, clinician hesitancy and regulation. Stakeholders, including clinicians, academics, commissioners, policymakers and those with lived experience, must proactively collaborate to realise the potential benefits that AI-supported diabetes care could bring, whilst mitigating risk and navigating the challenges along the way.
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Affiliation(s)
- Scott C Mackenzie
- Population Health and Genomics, School of Medicine, University of Dundee, Dundee, UK
| | - Chris A R Sainsbury
- Institute for Applied Health Research, University of Birmingham, Birmingham, UK
| | - Deborah J Wake
- Usher Institute, The University of Edinburgh, Edinburgh, UK.
- Edinburgh Centre for Endocrinology and Diabetes, NHS Lothian, Edinburgh, UK.
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10
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Abdel-Rahman N, Manor O, Elran E, Siscovick D, Calderon-Margalit R. Implications of Patient-Reported Outcome Measures among patients with recently diagnosed type 2 diabetes. Isr J Health Policy Res 2024; 13:6. [PMID: 38297393 PMCID: PMC10829200 DOI: 10.1186/s13584-024-00592-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 01/24/2024] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND For the past two decades, the assessment of the quality of diabetes care has mostly relied on clinical quality indicators. These have not included Patient-Reported Outcome Measures (PROMs) which provide information on outcomes deemed valuable by patients. We aimed to examine the potential utility of PROMs in type 2 diabetes care and to study the association of PROMs with patients' characteristics and clinical quality indicators. METHODS A cross-sectional survey of recently (≤ 4 years) diagnosed patients with type 2 diabetes (n = 392) in the setting of a large health plan. PROMs were based on two well-validated questionnaires, the Problem Areas in Diabetes (PAID) one-page questionnaire that measures diabetes-related distress, and the ten item PROMIS-10 global health questionnaire that measures general health. Additional items were added following a previous qualitative study among Israeli patients with diabetes. The survey was carried out using phone interviews, and data collected were linked to the electronic medical records. Multivariable regression models were used to assess the associations of socio-demographic variables and clinical quality indicators with the PROMs. RESULTS About a fifth of participants (22%) had high diabetes-related distress (PAID score ≥ 40), a third reported that they did not feel confident in self-management of diabetes and about a third reported having sexual dysfunction. Women, younger patients, and those with a low education level (≤ 12 years) reported worse general health, were more likely to experience high diabetes-related distress, and to have low confidence in diabetes self-management. Interestingly, performance of all seven diabetes quality indicators was associated with worse general health and high diabetes-related distress. Of note, levels of glycated hemoglobin, LDL-cholesterol, or blood pressure were not associated with PROMs. CONCLUSIONS PROMs provide important information on patient self-reported health status and are likely to reflect aspects of the quality of care that are not otherwise available to clinicians. Thus, the use of PROMs has the potential to expand the evaluation of diabetes care and promote patient-centered care. We recommend that policy-makers in the Ministry of Health and health maintenance organizations implement PROMs for assessing and improving the care for patients with type 2 diabetes.
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Affiliation(s)
- Nura Abdel-Rahman
- Braun School of Public Health, The Hebrew University of Jerusalem Hadassah Medical School, 91120, Jerusalem, Israel.
| | - Orly Manor
- Braun School of Public Health, The Hebrew University of Jerusalem Hadassah Medical School, 91120, Jerusalem, Israel
| | - Einat Elran
- Maccabi Healthcare Services, Tel Aviv, Israel
| | | | - Ronit Calderon-Margalit
- Braun School of Public Health, The Hebrew University of Jerusalem Hadassah Medical School, 91120, Jerusalem, Israel
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11
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Hernar I, Cooper JG, Nilsen RM, Skinner TC, Strandberg RB, Iversen MM, Graue M, Ernes T, Løvaas KF, Madsen TV, Lie SS, Richards DA, Ueland GÅ, Haugstvedt A. Diabetes Distress and Associations With Demographic and Clinical Variables: A Nationwide Population-Based Registry Study of 10,186 Adults With Type 1 Diabetes in Norway. Diabetes Care 2024; 47:126-131. [PMID: 37922320 PMCID: PMC10733651 DOI: 10.2337/dc23-1001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 10/16/2023] [Indexed: 11/05/2023]
Abstract
OBJECTIVE To estimate diabetes distress prevalence and associations with demographic and clinical variables among adults with type 1 diabetes in Norway. RESEARCH DESIGN AND METHODS In this nationwide population-based registry study, the 20-item Problem Areas in Diabetes (PAID-20) questionnaire was sent to 16,255 adults with type 1 diabetes. Linear regression models examined associations of demographic and clinical variables with distress. RESULTS In total, 10,186 individuals (62.7%) completed the PAID-20, with a mean score of 25.4 (SD 18.4) and 21.7% reporting high distress. Respondents endorsed worrying about the future and complications as the most problematic item (23.0%). Female sex, younger age, non-European origin, primary education only, unemployment, smoking, continuous glucose monitoring use, more symptomatic hypoglycemia, reduced foot sensitivity, treated retinopathy, and higher HbA1c were associated with higher distress. CONCLUSIONS Diabetes distress is common among adults with type 1 diabetes and associated with clinically relevant factors, underlining that regular care should include efforts to identify and address distress.
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Affiliation(s)
- Ingvild Hernar
- Department of Internal Medicine, Haukeland University Hospital, Bergen, Norway
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - John G. Cooper
- Norwegian Diabetes Register for Adults, Norwegian Organization for Quality Improvement of Laboratory Examinations (Noklus), Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Roy M. Nilsen
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Timothy C. Skinner
- Institute of Psychology, University of Copenhagen, Copenhagen, Denmark
- Australian Centre for Behavioural Research in Diabetes, Melbourne, Australia
| | - Ragnhild B. Strandberg
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Marjolein M. Iversen
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
- Centre on Patient-Reported Outcomes Data, Haukeland University Hospital, Bergen, Norway
| | - Marit Graue
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Tony Ernes
- Norwegian Diabetes Register for Adults, Norwegian Organization for Quality Improvement of Laboratory Examinations (Noklus), Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Karianne F. Løvaas
- Norwegian Diabetes Register for Adults, Norwegian Organization for Quality Improvement of Laboratory Examinations (Noklus), Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Tone V. Madsen
- Norwegian Diabetes Register for Adults, Norwegian Organization for Quality Improvement of Laboratory Examinations (Noklus), Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Silje S. Lie
- Department of Health, VID Specialized University, Stavanger, Norway
| | - David A. Richards
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
| | - Grethe Å. Ueland
- Department of Internal Medicine, Haukeland University Hospital, Bergen, Norway
- Norwegian Diabetes Register for Adults, Norwegian Organization for Quality Improvement of Laboratory Examinations (Noklus), Haraldsplass Deaconess Hospital, Bergen, Norway
| | - Anne Haugstvedt
- Department of Health and Caring Sciences, Western Norway University of Applied Sciences, Bergen, Norway
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12
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Silva-Tinoco R, Cuatecontzi-Xochitiotzi T, Castillo-Martínez L, de la Torre-Saldaña V, Guzman-Olvera E, Bernal-Ceballos F. Impact of a multicomponent integrated care delivery program on diabetes care goals achievement: a primary care quality improvement initiative. Prim Care Diabetes 2023; 17:568-574. [PMID: 37640623 DOI: 10.1016/j.pcd.2023.07.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 07/18/2023] [Accepted: 07/26/2023] [Indexed: 08/31/2023]
Abstract
AIM To evaluate the impact of multicomponent integrated care (MIC) delivery program in a primary care real-life setting on diabetes care goals. METHODS Patients with T2D and usual primary care from the public health system in Mexico were invited to participate in a five-month ambulatory MIC quality initiative (DIAbetes Empowerment and Improvement of Care program, DIABEMPIC). RESULTS 841 patients who finished the program and with complete data were analyzed. The patients had a mean decrease in hemoglobin A1c, systolic and diastolic pressure, and LDL-cholesterol of 2.4%, 9 mmHg, 3 mmHg, and 22.5 mg/dL, respectively (p < 0.001). The achievement of the optimal triple target goal increased from 1.8% to 26.7% (p < 0.001). In the adjusted analysis, the diabetes knowledge and global self-care behavior score post-intervention, as well as the increment of global self-care behavior score were associated with the optimal composite risk factor control achievement. CONCLUSION The incorporation of diabetes therapeutic education interventions to improve self-care behaviors along with adequate treatment intensification in diabetes care are fundamental to attaining optimal risk factor control and attenuating disease burden.
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Affiliation(s)
- Ruben Silva-Tinoco
- Clinic Specialized in the Diabetes Management of the Mexico City Government, Servicios de Salud Pública de la Ciudad de México, Mexico
| | - Teresa Cuatecontzi-Xochitiotzi
- Clinic Specialized in the Diabetes Management of the Mexico City Government, Servicios de Salud Pública de la Ciudad de México, Mexico
| | - Lilia Castillo-Martínez
- Department of Clinical Nutrition, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico
| | - Viridiana de la Torre-Saldaña
- Clinic Specialized in the Diabetes Management of the Mexico City Government, Servicios de Salud Pública de la Ciudad de México, Mexico
| | - Eileen Guzman-Olvera
- Clinic Specialized in the Diabetes Management of the Mexico City Government, Servicios de Salud Pública de la Ciudad de México, Mexico
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13
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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 Educ Couns 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] [What about the content of this article? (0)] [Affiliation(s)] [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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14
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Carris NW, Bunnell BE, Mhaskar R, DuCoin CG, Stern M. A Systematic Approach to Treating Early Metabolic Disease and Prediabetes. Diabetes Ther 2023; 14:1595-1607. [PMID: 37543535 PMCID: PMC10499776 DOI: 10.1007/s13300-023-01455-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Accepted: 07/19/2023] [Indexed: 08/07/2023] Open
Abstract
At least 70% of US adults have metabolic disease. However, less is done to address early disease (e.g., overweight, obesity, prediabetes) versus advanced disease (e.g., type 2 diabetes mellitus, coronary artery disease). Given the burden of advanced metabolic disease and the burgeoning pandemics of obesity and prediabetes a systematic response is required. To accomplish this, we offer several recommendations: (A) Patients with overweight, obesity, and/or prediabetes must be consistently diagnosed with these conditions in medical records to enable population health initiatives. (B) Patients with early metabolic disease should be offered in-person or virtual lifestyle interventions commensurate with the findings of the Diabetes Prevention Program. (C) Patients unable to participate in or otherwise failing lifestyle intervention must be screened to assess if they require pharmacotherapy. (D) Patients not indicated for, refusing, or failing pharmacotherapy must be screened to assess if they need bariatric surgery. (E) Regardless of treatment approach or lack of treatment, patients must be consistently screened for the progression of early metabolic disease to advanced disease to enable early control. Progression of metabolic disease from an overweight yet otherwise healthy person includes the development of prediabetes, obesity ± prediabetes, dyslipidemia, hypertension, type 2 diabetes, chronic kidney disease, coronary artery disease, and heart failure. Systematic approaches in health systems must be deployed with clear protocols and supported by streamlined technologies to manage their population's metabolic health from early through advanced metabolic disease. Additional research is needed to identify and validate optimal system-level interventions. Future research needs to identify strategies to roll out systematic interventions for the treatment of early metabolic disease and to improve the metabolic health among the progressively younger patients being impacted by obesity and diabetes.
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Affiliation(s)
- Nicholas W Carris
- Department of Pharmacotherapeutics and Clinical Research, Taneja College of Pharmacy, University of South Florida, 12901 Bruce B. Downs Blvd MDC 30, Tampa, FL, 33612, USA.
| | - Brian E Bunnell
- Department of Psychiatry and Behavioral Neurosciences, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Rahul Mhaskar
- Department of Internal Medicine, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Christopher G DuCoin
- Department of Surgery, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Marilyn Stern
- Department of Child and Family Studies, College of Behavioral and Community Sciences, University of South Florida, Tampa, FL, USA
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15
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Mathiesen AS, Zoffmann V, Lindschou J, Jakobsen JC, Gluud C, Due-Christensen M, Rasmussen B, Marqvorsen EHS, Lund-Jacobsen T, Skytte TB, Thomsen T, Rothmann MJ. Self-determination theory interventions versus usual care in people with diabetes: a systematic review with meta-analysis and trial sequential analysis. Syst Rev 2023; 12:158. [PMID: 37674180 PMCID: PMC10483731 DOI: 10.1186/s13643-023-02308-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Accepted: 08/04/2023] [Indexed: 09/08/2023] Open
Abstract
BACKGROUND Autonomy-supporting interventions, such as self-determination theory and guided self-determination interventions, may improve self-management and clinical and psychosocial outcomes in people with diabetes. Such interventions have never been systematically reviewed assessing both benefits and harms and concurrently controlling the risks of random errors using trial sequential analysis methodology. This systematic review investigates the benefits and harms of self-determination theory-based interventions compared to usual care in people with diabetes. METHODS We used the Cochrane methodology. Randomized clinical trials assessing interventions theoretically based on guided self-determination or self-determination theory in any setting were eligible. A comprehensive search (latest search April 2022) was undertaken in CENTRAL, MEDLINE, Embase, LILACS, PsycINFO, SCI-EXPANDED, CINAHL, SSCI, CPCI-S, and CPCI-SSH to identify relevant trials. Two authors independently screened, extracted data, and performed risk-of-bias assessment of included trials using the Cochrane risk-of-bias tool 1.0. Our primary outcomes were quality of life, all-cause mortality, and serious adverse events. Our secondary outcomes were diabetes distress, depressive symptoms, and nonserious adverse events not considered serious. Exploratory outcomes were glycated hemoglobin and motivation (autonomy, controlled, amotivation). Outcomes were assessed at the end of the intervention (primary time point) and at maximum follow-up. The analyses were conducted using Review Manager 5.4 and Trial Sequential Analysis 0.9.5.10. Certainty of the evidence was assessed by GRADE. RESULTS Our search identified 5578 potentially eligible studies of which 11 randomized trials (6059 participants) were included. All trials were assessed at overall high risk of bias. We found no effect of self-determination theory-based interventions compared with usual care on quality of life (mean difference 0.00 points, 95% CI -4.85, 4.86, I2 = 0%; 225 participants, 3 trials, TSA-adjusted CI -11.83, 11.83), all-cause mortality, serious adverse events, diabetes distress, depressive symptoms, adverse events, glycated hemoglobulin A1c, or motivation (controlled). The certainty of the evidence was low to very low for all outcomes. We found beneficial effect on motivation (autonomous and amotivation; low certainty evidence). CONCLUSIONS We found no effect of self-determination-based interventions on our primary or secondary outcomes. The evidence was of very low certainty. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42020181144.
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Affiliation(s)
- Anne Sophie Mathiesen
- Department of Endocrinology, Center for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark.
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark.
- The Interdisciplinary Research Unit of Women's, Children's and Families' Health, the Julie Marie Center, Copenhagen University Hospital - Rigshospitalet, Blegdamsvej 9, Copenhagen, 2100, Denmark.
| | - Vibeke Zoffmann
- The Interdisciplinary Research Unit of Women's, Children's and Families' Health, the Julie Marie Center, Copenhagen University Hospital - Rigshospitalet, Blegdamsvej 9, Copenhagen, 2100, Denmark
- Sector of Health Services Research, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
- Faculty of Health, School of Nursing and Midwifery, Deakin University, Melbourne, Australia
| | - Jane Lindschou
- Copenhagen Trial Unit, Centre for Clinical Intervention Research, Copenhagen University Hospital - Rigshospitalet, The Capital Region, Copenhagen, Denmark
| | - Janus Christian Jakobsen
- Copenhagen Trial Unit, Centre for Clinical Intervention Research, Copenhagen University Hospital - Rigshospitalet, The Capital Region, Copenhagen, Denmark
- Department of Regional Health Research, The Faculty of Heath Sciences, University of Southern Denmark, Odense, Denmark
| | - Christian Gluud
- Copenhagen Trial Unit, Centre for Clinical Intervention Research, Copenhagen University Hospital - Rigshospitalet, The Capital Region, Copenhagen, Denmark
- Department of Regional Health Research, The Faculty of Heath Sciences, University of Southern Denmark, Odense, Denmark
| | - Mette Due-Christensen
- Faculty of Nursing, Midwifery and Palliative Care, King's College London, London, UK
- Steno Diabetes Center Copenhagen, The Capital Region of Denmark, Herlev, Denmark
| | - Bodil Rasmussen
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Sector of Health Services Research, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
- Faculty of Health, School of Nursing and Midwifery, Deakin University, Melbourne, Australia
| | - Emilie Haarslev Schröder Marqvorsen
- The Interdisciplinary Research Unit of Women's, Children's and Families' Health, the Julie Marie Center, Copenhagen University Hospital - Rigshospitalet, Blegdamsvej 9, Copenhagen, 2100, Denmark
| | - Trine Lund-Jacobsen
- Department of Endocrinology, Center for Cancer and Organ Diseases, Copenhagen University Hospital - Rigshospitalet, Copenhagen, Denmark
| | - Tine Bruhn Skytte
- The Interdisciplinary Research Unit of Women's, Children's and Families' Health, the Julie Marie Center, Copenhagen University Hospital - Rigshospitalet, Blegdamsvej 9, Copenhagen, 2100, Denmark
| | - Thordis Thomsen
- Department of Anaesthesiology, Department of Clinical Medicine, Herlev & Gentofte Hospital, University of Copenhagen, Copenhagen, Denmark
| | - Mette Juel Rothmann
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- Faculty of Health, School of Nursing and Midwifery, Deakin University, Melbourne, Australia
- Department of Clinical Research, Faculty of Health Science, University of Southern Denmark, Odense, Denmark
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16
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Skovlund SE, Renza S, Laurent J, Cerletti P. Identification of Core Outcome Domains and Design of a Survey Questionnaire to Evaluate Impacts of Digital Health Solutions That Matter to People With Diabetes. J Diabetes Sci Technol 2023:19322968231179740. [PMID: 37338104 DOI: 10.1177/19322968231179740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 06/21/2023]
Abstract
BACKGROUND Digital health solutions (DHS) are increasingly used to support people with diabetes (PwD) to help manage their diabetes and to gather and manage health and treatment data. There is a need for scientifically reliable and valid methods to measure the value and impact of DHS on outcomes that matter to PwD. Here, we describe the development of a survey questionnaire designed to assess the perceptions of PwD toward DHS and their prioritized outcomes for DHS evaluation. METHOD We applied a structured process for engagement of a total of nine PwD and representatives of diabetes advocacy organizations. Questionnaire development consisted of a scoping literature review, individual interviews, workshops, asynchronous virtual collaboration, and cognitive debriefing interviews. RESULTS We identified three overarching categories of DHS, which were meaningful to PwD and crucial for the identification of relevant outcomes: (1) online/digital tools for information, education, support, motivation; (2) personal health monitoring to support self-management; (3) digital and telehealth solutions for engaging with health professionals. Overall outcome domains identified to be important were diabetes-related quality of life, distress, treatment burden, and confidence in self-management. Additional positive and negative outcomes specific to DHS were identified and corresponding questions were incorporated into the survey questionnaire. CONCLUSION We identified the need for self-reporting of quality of life, diabetes distress, treatment burden, and confidence in self-management, as well as specific positive and negative impacts of DHS. We designed a survey questionnaire to further assess the perceptions and perspectives of people with type 1 and 2 diabetes on outcomes relevant for DHS evaluations.
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Affiliation(s)
| | | | | | - Paco Cerletti
- Roche Diagnostics International AG, Basel Branch Diabetes Care, Basel, Switzerland
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17
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Sinclair J, Ageely H, Mahfouz MS, Hummadi AA, Darraj H, Solan Y, Allan R, Bahsan F, Hafaf HA, Abohadash A, Badedi M, Bottoms L. Effects of a Home-Based Physical Activity Program on Blood Biomarkers and Health-Related Quality of Life Indices in Saudi Arabian Type 2 Diabetes Mellitus Patients: A Randomized Controlled Trial. Life (Basel) 2023; 13:1413. [PMID: 37374195 DOI: 10.3390/life13061413] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 06/09/2023] [Accepted: 06/15/2023] [Indexed: 06/29/2023] Open
Abstract
The purpose of this study was to undertake a randomized control trial examining the effects of a 12-week home-based physical activity program on Saudi Arabian adults with type 2 diabetes. Sixty-four patients with type 2 diabetes mellitus were recruited from the Jazan Diabetes and Endocrinology Center, located in the Jazan region of southwestern Saudi Arabia. Patients were randomly assigned to either control, i.e., usual care (males = 46.9% and females = 53.1%, age = 45.88 ± 8.51 years, mass = 76.30 ± 15.16 kg, stature = 160.59 ± 8.94 cm, body mass index (BMI) = 29.73 ± 6.24 kg/m2, years since diagnosis = 8.12 ± 6.22 years) or a home-based physical activity (males = 50% and females = 50%, age = 42.07 ± 9.72 years, mass = 74.58 ± 13.67 kg, stature = 158.94 ± 9.38 cm, BMI = 29.44 ± 4.38 kg/m2, years since diagnosis = 12.17 ± 8.38 years) trial arms. The home-based physical activity group was required to undertake aerobic training by increasing their habitual step count by 2000 steps per day and performing resistance training 3 times per week for 12 weeks. The primary outcome was hemoglobin A1c (HbA1c), and secondary measures of anthropometrics, blood biomarkers, physical fitness, and patient-reported quality of life outcomes pertinent to type 2 diabetes were measured at timepoints, i.e., baseline, 12 weeks, and 24 weeks (follow-up). Intention-to-treat analyses revealed no significant alterations in the primary outcome (control: baseline = 8.71%, 12-weeks = 8.35%, and follow-up = 8.72%; home-based physical activity: baseline = 8.32%, 12-weeks = 8.06%, and follow-up = 8.39%) between trial arms. However, improvements in psychological wellbeing at follow-up measured using the Patient Health Questionnaire-9 were significantly greater in the home-based physical activity group (baseline = 6.84, 12-weeks = 5.96, and follow-up = 5.00) compared to the control (baseline = 6.81, 12-weeks = 5.73, and follow-up = 8.53). No other statistically significant observations were observed. Home-based physical activity is not effective in mediating improvements in HbA1c levels or secondary hematological, blood pressure, anthropometric, or fitness indices. However, given the link between psychological wellbeing and the etiology/progression of disease activity in type 2 diabetes, home-based physical activity may be effective for tertiary disease management. Future trials should examine the efficacy of relative exercise intensities greater than those in the current study.
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Affiliation(s)
- Jonathan Sinclair
- Research Centre for Applied Sport, Physical Activity and Performance, School of Sport & Health Sciences, Faculty of Allied Health and Wellbeing, University of Central Lancashire, Lancashire PR1 2HE, UK
| | - Hussein Ageely
- Department of Family and Community Medicine, Faculty of Medicine, Jazan University, Jazan 45142, Saudi Arabia
| | - Mohamed Salih Mahfouz
- Department of Family and Community Medicine, Faculty of Medicine, Jazan University, Jazan 45142, Saudi Arabia
| | | | - Hussain Darraj
- Jazan Diabetes and Endocrinology Center, Jazan 45142, Saudi Arabia
| | - Yahia Solan
- Jazan Diabetes and Endocrinology Center, Jazan 45142, Saudi Arabia
| | - Robert Allan
- Research Centre for Applied Sport, Physical Activity and Performance, School of Sport & Health Sciences, Faculty of Allied Health and Wellbeing, University of Central Lancashire, Lancashire PR1 2HE, UK
| | - Fatma Bahsan
- Jazan Diabetes and Endocrinology Center, Jazan 45142, Saudi Arabia
| | - Hassan Al Hafaf
- Jazan Diabetes and Endocrinology Center, Jazan 45142, Saudi Arabia
| | - Ali Abohadash
- Jazan Diabetes and Endocrinology Center, Jazan 45142, Saudi Arabia
| | | | - Lindsay Bottoms
- Centre for Research in Psychology and Sport Sciences, School of Life and Medical Sciences, University of Hertfordshire, Hertfordshire AL10 9AB, UK
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18
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Burgess RA, Shittu F, Iuliano A, Haruna I, Valentine P, Bakare AA, Colbourn T, Graham HR, McCollum ED, Falade AG, King C. Whose knowledge counts? Involving communities in intervention and trial design using community conversations. Trials 2023; 24:385. [PMID: 37287035 DOI: 10.1186/s13063-023-07320-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2022] [Accepted: 04/20/2023] [Indexed: 06/09/2023] Open
Abstract
BACKGROUND Current debates in Global Health call for expanding methodologies to allow typically silenced voices to contribute to processes of knowledge production and intervention design. Within trial research, this has typically involved small-scale qualitative work, with limited opportunities for citizens to contribute to the structure and nature of the trial. This paper reports on efforts to move past typical formative trial work, through adaptation of community conversations (CCs) methodology, an action-oriented approach that engages large numbers of community members in dialogue. We applied the CC method to explore community perspectives about pneumonia and managing the health of children under-5 in Northern Nigeria to inform our pragmatic cluster randomised controlled trial evaluating a complex intervention to reduce under-5 mortality in Nigeria. METHODS We conducted 12 rounds of community conversations with a total of 320 participants, in six administrative wards in Kiyawa Local Government Area, Jigawa state, our intervention site. Participants were male and female caregivers of children under five. Conversations were structured around participatory learning and action activities, using drawings and discussion to reduce barriers to entry. During activities participants were placed in subgroups: younger women (18-30 years of age), older women (31-49 years) and men (18 years above). Discussions were conducted over three 2-h sessions, facilitated by community researchers. Following an initial analysis to extract priority issues and perspectives on intervention structure, smaller focus group discussions were completed with participants in five new sites to ensure all 11 administrative wards in our study site contributed to the design. RESULTS We identified enabling and limiting factors which could shape the future trial implementation, including complex power relationships within households and wider communities shaping women's health decision-making, and the gendered use of space. We also noted the positive engagement of participants during the CC process, with many participants valuing the opportunity to express themselves in ways they have not been able to in the past. CONCLUSIONS CCs provide a structured approach to deep meaningful engagement of everyday citizens in intervention and trial designs, but require appropriate resources, and commitment to qualitative research in trials. TRIAL REGISTRATION ISRCTN39213655. Registered on 11 December 2019.
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Affiliation(s)
| | - Funmilayo Shittu
- Department of Paediatrics, University College Hospital, Ibadan, Nigeria
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | - Agnese Iuliano
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
| | | | | | - Ayobami Adebayo Bakare
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
- Department of Community Medicine, University of Ibadan, Ibadan, Nigeria
| | - Tim Colbourn
- Institute for Global Health, University College London, London, UK
| | - Hamish R Graham
- Centre for International Child Health, Murdoch Children's Research Institute, University of Melbourne, Royal Children's Hospital, Parkville, Victoria, Australia
| | - Eric D McCollum
- Department of Pediatrics, School of Medicine, Eudowood Division of Pediatric Respiratory Sciences, Johns Hopkins University, Baltimore, USA
| | - Adegoke G Falade
- Department of Paediatrics, University College Hospital, Ibadan, Nigeria
- Department of Paediatrics, University of Ibadan, Ibadan, Nigeria
| | - Carina King
- Institute for Global Health, University College London, London, UK
- Department of Global Public Health, Karolinska Institutet, Stockholm, Sweden
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19
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Verhoeff K, Marfil-Garza BA, Dajani K, Bigam DL, Anderson B, Kin T, Lam A, O'Gorman D, Senior PA, Shapiro AMJ. C-peptide Targets and Patient-centered Outcomes of Relevance to Cellular Transplantation for Diabetes. Transplantation 2023; 107:774-781. [PMID: 36253897 DOI: 10.1097/tp.0000000000004328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND C-peptide levels are a key measure of beta-cell mass following islet transplantation, but threshold values required to achieve clinically relevant patient-centered outcomes are not yet established. METHODS We conducted a cross-sectional retrospective cohort study evaluating patients undergoing islet transplantation at a single center from 1999 to 2018. Cohorts included patients achieving insulin independence without hypoglycemia, those with insulin dependence without hypoglycemia, and those with recurrent symptomatic hypoglycemia. Primary outcome was fasting C-peptide levels at 6 to 12 mo postfirst transplant; secondary outcomes included stimulated C-peptide levels and BETA-2 scores. Fasting and stimulated C-peptide and BETA-2 cutoff values for determination of hypoglycemic freedom and insulin independence were evaluated using receiver operating characteristic curves. RESULTS We analyzed 192 patients, with 122 (63.5%) being insulin independent without hypoglycemia, 61 (31.8%) being insulin dependent without hypoglycemia, and 9 (4.7%) experiencing recurrent symptomatic hypoglycemia. Patients with insulin independence had a median (interquartile range) fasting C-peptide level of 0.66 nmol/L (0.34 nmol/L), compared with 0.49 nmol/L (0.25 nmol/L) for those being insulin dependent without hypoglycemia and 0.07 nmol/L (0.05 nmol/L) for patients experiencing hypoglycemia ( P < 0.001). Optimal fasting C-peptide cutoffs for insulin independence and hypoglycemia were ≥0.50 nmol/L and ≥0.12 nmol/L, respectively. Cutoffs for insulin independence and freedom of hypoglycemia using stimulated C-peptide were ≥1.2 nmol/L and ≥0.68 nmol/L, respectively, whereas optimal cutoff BETA-2 scores were ≥16.4 and ≥5.2. CONCLUSIONS We define C-peptide levels and BETA-2 scores associated with patient-centered outcomes. Characterizing these values will enable evaluation of ongoing clinical trials with islet or stem cell therapies.
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Affiliation(s)
- Kevin Verhoeff
- Department of Surgery, University of Alberta, Edmonton, AB, Canada
| | - Braulio A Marfil-Garza
- Department of Surgery, University of Alberta, Edmonton, AB, Canada
- National Institute of Medical Sciences and Nutrition Salvador Zubiran, Mexico City, Mexico
- CHRISTUS-LatAm Hub-Excellence and Innovation Center, Monterrey, Mexico
| | - Khaled Dajani
- Department of Surgery, University of Alberta, Edmonton, AB, Canada
| | - David L Bigam
- Department of Surgery, University of Alberta, Edmonton, AB, Canada
| | - Blaire Anderson
- Department of Surgery, University of Alberta, Edmonton, AB, Canada
| | - Tatsuya Kin
- Department of Surgery, University of Alberta, Edmonton, AB, Canada
- Clinical Islet Transplant Program, University of Alberta, Edmonton, AB, Canada
| | - Anna Lam
- Clinical Islet Transplant Program, University of Alberta, Edmonton, AB, Canada
- Department of Medicine, Division of Endocrinology, University of Alberta, Edmonton, AB, Canada
- Alberta Diabetes Institute, Edmonton, AB, Canada
| | - Doug O'Gorman
- Clinical Islet Transplant Program, University of Alberta, Edmonton, AB, Canada
| | - Peter A Senior
- Clinical Islet Transplant Program, University of Alberta, Edmonton, AB, Canada
- Department of Medicine, Division of Endocrinology, University of Alberta, Edmonton, AB, Canada
- Alberta Diabetes Institute, Edmonton, AB, Canada
| | - A M James Shapiro
- Department of Surgery, University of Alberta, Edmonton, AB, Canada
- Clinical Islet Transplant Program, University of Alberta, Edmonton, AB, Canada
- Alberta Diabetes Institute, Edmonton, AB, Canada
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20
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de Oliveira CM, Bolognese LB, Balcells M, Aragon DC, Zagury RL, Nobrega C, Liu C. A data-driven approach to manage type 2 diabetes mellitus through digital health: The Klivo Intervention Program protocol (KIPDM). PLoS One 2023; 18:e0281844. [PMID: 36827350 PMCID: PMC9956061 DOI: 10.1371/journal.pone.0281844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 01/19/2023] [Indexed: 02/25/2023] Open
Abstract
BACKGROUND Digital therapeutics, an emerging type of medical approach, is defined as evidence-based therapeutic interventions through qualified software programs that help prevent, manage, or treat chronic diseases such as type 2 diabetes mellitus (T2DM), which has high social and economic burden. Klivo, a startup certified by the Brazilian Society of Diabetes, developed the first digital therapeutic product for managing T2DM in Brazil, reaching 21 of 24 states. Klivo has continuously been improving its model of behavior change on the basis of an intensive lifestyle intervention method that addresses individuals' needs-the Klivo Intervention Program for T2DM (KIPDM). To test the most recent version of the KIPDM, we will evaluate the ongoing management of daily life habits in patients with T2DM by measuring clinically significant outcomes. To improve the transparency of further results, here we will present the study protocol and detail the plan for the research project, including the study design and the analysis strategies. METHODS The KIPDM will be sponsored by health plans and healthcare provider organizations and will be free for patients (adults aged ≥ 18 years and <65 years; and glycated hemoglobin ≥ 7%). The program will be based on a 6-month management process that will supervise patients remotely. The program will include educational classes via the Klivo app, text messages, or e-mails. Evaluation will include objectively assessing clinical, laboratory, and behavioral outcomes such as health-related quality of life, mental health, medication adherence, and healthcare utilization. For this, validated electronic questionnaires will be available through the Klivo app. The primary outcome will be glycated hemoglobin (HbA1c) values. The secondary outcome will be time in target blood glucose range (TIR) estimated by capillary glycemia. Other outcomes of interest will be evaluated at baseline and stipulated time points (3 and 6 months after the start of the program). EXPECTED OUTCOMES KIPDM patients should present improved HbA1c and TIR along the intervention as compared to baseline values. Findings from this study will provide insights into the health improvement of T2DM and other cardiometabolic conditions such as hypertension, dyslipidemia, and obesity by using a digital therapeutic strategy. By analyzing the patient's health over time, this study will also contribute to understanding comorbidities associated with this chronic condition in the Brazilian population.
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Affiliation(s)
| | - Luiza Borcony Bolognese
- Health Innovation Program, Medical School, The Pontifical Catholic University of Minas Gerais, Poços de Caldas, Brazil
| | - Mercedes Balcells
- Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA, United States of America
| | | | - Roberto Luis Zagury
- State Institute of Diabetes and Endocrinology Luiz Capriglione (IEDE), Rio de Janeiro, Brazil
| | | | - Chunyu Liu
- Framingham Heart Study, Framingham, MA, United States of America
- Department of Biostatistics, Boston University, Boston, MA, United States of America
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21
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Abstract
The digital health revolution is transforming the landscape of medicine through innovations in sensor data, software, and wireless communication tools. As one of the most prevalent chronic diseases in the United States, diabetes is particularly impactful as a model disease for which to apply innovation. As with any other newly developed technologies, there are three key questions to consider: 1) How can the technology benefit people with diabetes?, 2) What barriers must be overcome to further advance the technology?, and 3) How will the technology be applied in the future?. In this article, we highlight six areas of innovation that have the potential to reduce the burden of diabetes for individuals living with the condition and their families as well as provide measurable benefits for all stakeholders involved in diabetes care. The six technologies which have the potential to transform diabetes care are (i) telehealth, (ii) incorporation of diabetes digital data into the electronic health record, (iii) qualitative hypoglycemia alarms, (iv) artificial intelligence, (v) cybersecurity of diabetes devices, and (vi) diabetes registries. To be successful, a new digital health technology must be accessible and affordable. Furthermore, the people and communities that would most likely benefit from the technology must be willing to use the innovation in their management of diabetes.
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Affiliation(s)
- Alexander N. Klonoff
- University of Southern California, Los
Angeles, CA, USA
- Alexander N. Klonoff, MD, MBA, LAC+USC
Medical Center, 2020 Zonal Avenue, IRD 620, Los Angeles, CA 90089, USA.
| | | | - Nicole Y. Xu
- Diabetes Technology Society,
Burlingame, CA, USA
| | | | | | - David Kerr
- Sansum Diabetes Research Institute,
Santa Barbara, CA, USA
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22
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Worth C, Hoskyns L, Salomon-Estebanez M, Nutter PW, Harper S, Derks TG, Beardsall K, Banerjee I. Continuous glucose monitoring for children with hypoglycaemia: Evidence in 2023. Front Endocrinol (Lausanne) 2023; 14:1116864. [PMID: 36755920 PMCID: PMC9900115 DOI: 10.3389/fendo.2023.1116864] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/05/2022] [Accepted: 01/02/2023] [Indexed: 01/24/2023] Open
Abstract
In 2023, childhood hypoglycaemia remains a major public health problem and significant risk factor for consequent adverse neurodevelopment. Irrespective of the underlying cause, key elements of clinical management include the detection, prediction and prevention of episodes of hypoglycaemia. These tasks are increasingly served by Continuous Glucose Monitoring (CGM) devices that measure subcutaneous glucose at near-continuous frequency. While the use of CGM in type 1 diabetes is well established, the evidence for widespread use in rare hypoglycaemia disorders is less than convincing. However, in the few years since our last review there have been multiple developments and increased user feedback, requiring a review of clinical application. Despite advances in device technology, point accuracy of CGM remains low for children with non-diabetes hypoglycaemia. Simple provision of CGM devices has not replicated the efficacy seen in those with diabetes and is yet to show benefit. Machine learning techniques for hypoglycaemia prevention have so far failed to demonstrate sufficient prediction accuracy for real world use even in those with diabetes. Furthermore, access to CGM globally is restricted by costs kept high by the commercially-driven speed of technical innovation. Nonetheless, the ability of CGM to digitally phenotype disease groups has led to a better understanding of natural history of disease, facilitated diagnoses and informed changes in clinical management. Large CGM datasets have prompted re-evaluation of hypoglycaemia incidence and facilitated improved trial design. Importantly, an individualised approach and focus on the behavioural determinants of hypoglycaemia has led to real world reduction in hypoglycaemia. In this state of the art review, we critically analyse the updated evidence for use of CGM in non-diabetic childhood hypoglycaemia disorders since 2020 and provide suggestions for qualified use.
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Affiliation(s)
- Chris Worth
- Department of Paediatric Endocrinology, Royal Manchester Children’s Hospital, Manchester, United Kingdom
- Department of Computer Science, University of Manchester, Manchester, United Kingdom
- *Correspondence: Chris Worth,
| | - Lucy Hoskyns
- Department of Paediatric Endocrinology, Royal Manchester Children’s Hospital, Manchester, United Kingdom
| | - Maria Salomon-Estebanez
- Department of Paediatric Endocrinology, Royal Manchester Children’s Hospital, Manchester, United Kingdom
| | - Paul W. Nutter
- Department of Computer Science, University of Manchester, Manchester, United Kingdom
| | - Simon Harper
- Department of Computer Science, University of Manchester, Manchester, United Kingdom
| | - Terry G.J Derks
- Section of Metabolic Diseases, Beatrix Children’s Hospital, University of Groningen, Groningen, Netherlands
| | - Kathy Beardsall
- Department of Paediatrics, University of Cambridge, Cambridge, United Kingdom
| | - Indraneel Banerjee
- Department of Paediatric Endocrinology, Royal Manchester Children’s Hospital, Manchester, United Kingdom
- Faculty of Biology, Medicine and Health, University of Manchester, Manchester, United Kingdom
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23
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de Wit M, Gajewska KA, Goethals ER, McDarby V, Zhao X, Hapunda G, Delamater AM, DiMeglio LA. ISPAD Clinical Practice Consensus Guidelines 2022: Psychological care of children, adolescents and young adults with diabetes. Pediatr Diabetes 2022; 23:1373-1389. [PMID: 36464988 PMCID: PMC10107478 DOI: 10.1111/pedi.13428] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 09/30/2022] [Indexed: 12/12/2022] Open
Affiliation(s)
- Maartje de Wit
- Amsterdam UMC, Vrije Universiteit Amsterdam, Medical Psychology, Amsterdam Public Health, Amsterdam, Netherlands
| | - Katarzyna A Gajewska
- Diabetes Ireland, Dublin, Ireland.,School of Public Health, University College Cork, Cork, Ireland
| | | | | | - Xiaolei Zhao
- The Affiliated Hospital of Southwest Medical University, Luzhou, China
| | - Given Hapunda
- Department of Psychology, University of Zambia, Lusaka, Zambia
| | - Alan M Delamater
- Department of Pediatrics, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Linda A DiMeglio
- Department of Pediatrics, University of Miami Miller School of Medicine, Miami, Florida, USA.,Department of Pediatrics, Division of Pediatric Endocrinology and Diabetology, Indiana University School of Medicine, Riley Hospital for Children, Indianapolis, Indiana, USA
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24
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Benning L, Das-Gupta Z, Sousa Fialho L, Wissig S, Tapela N, Gaunt S. Balancing adaptability and standardisation: insights from 27 routinely implemented ICHOM standard sets. BMC Health Serv Res 2022; 22:1424. [PMID: 36443786 PMCID: PMC9703690 DOI: 10.1186/s12913-022-08694-9] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Accepted: 10/18/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND Healthcare systems around the world experience increasing pressure to control future growth of healthcare expenditures. Among other initiatives, quality and value-based benchmarking has become an important field to inform clinical evaluation and reimbursement questions. The International Consortium for Health Outcomes Measurement (ICHOM) has become one of the driving forces to translate scientific evidence into standardized assessments that are routinely applicable in day-to-day care settings. These aim to provide a benchmarking tool that allows the comparison and competition of health care delivery on the basis of value-based health care principles. METHODS This work focuses on the consolidation of the ICHOM methodology and presents insights from 27 routinely implemented Standard Sets. The analysis is based on a literature review of the ICHOM literature repository, a process document review and key informant interviews with ICHOM's outcomes research and development team. RESULTS Key findings are that the scope of ICHOM Standard Sets shifted from a more static focus on burden of disease and poorly standardized care pathways to a more dynamic approach that also takes into account questions about the setting of care, feasibility of implementing a benchmarking tool and compatibility of different Standard Sets. Although certain overlaps exist with other initiatives in the field of patient reported outcomes (PRO), their scopes differ significantly and they hence rather complement each other. ICHOM pursues a pragmatic approach to enable the benchmarking and the analysis of healthcare delivery following the principles of value-based healthcare. CONCLUSION The ICHOM Standard Sets complement other initiatives in the field of patient-reported outcomes (PRO) and functional reporting by placing a particular focus on healthcare delivery, while other initiatives primarily focus on evaluation of academic endpoints. Although ICHOM promotes a pragmatic approach towards developing and devising its Standard Sets, the definition of standardized decision making processes emerged as one of the key challenges. Furthermore, the consolidation of core metrics across number of disease areas to enable the parallel implementation of different Standard Sets in the same care setting is an important goal that will enable the widespread implementation of patient-reported outcome measures (PROM).
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Affiliation(s)
- Leo Benning
- University Emergency Center, Medical Center - University of Freiburg, Freiburg, Germany.
- Faculty of Medicine, University of Freiburg, Freiburg, Germany.
| | - Zofia Das-Gupta
- International Consortium for Health Outcomes Measurement, London, UK
| | - Luz Sousa Fialho
- International Consortium for Health Outcomes Measurement, London, UK
| | - Stephanie Wissig
- International Consortium for Health Outcomes Measurement, Boston, USA
| | - Neo Tapela
- International Consortium for Health Outcomes Measurement, London, UK
| | - Suzanne Gaunt
- International Consortium for Health Outcomes Measurement, Boston, USA
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25
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Kremers SHM, Wild SH, Elders PJM, Beulens JWJ, Campbell DJT, Pouwer F, Lindekilde N, de Wit M, Lloyd C, Rutters F. The role of mental disorders in precision medicine for diabetes: a narrative review. Diabetologia 2022; 65:1895-1906. [PMID: 35729420 PMCID: PMC9213103 DOI: 10.1007/s00125-022-05738-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 04/11/2022] [Indexed: 02/07/2023]
Abstract
This narrative review aims to examine the value of addressing mental disorders as part of the care of people with type 1 and type 2 diabetes in terms of four components of precision medicine. First, we review the empirical literature on the role of common mental disorders in the development and outcomes of diabetes (precision prevention and prognostics). We then review interventions that can address mental disorders in individuals with diabetes or at risk of diabetes (precision treatment) and highlight recent studies that have used novel methods to individualise interventions, in person and through applications, based on mental disorders. Additionally, we discuss the use of detailed assessment of mental disorders using, for example, mobile health technologies (precision monitoring). Finally, we discuss future directions in research and practice and challenges to addressing mental disorders as a factor in precision medicine for diabetes. This review shows that several mental disorders are associated with a higher risk of type 2 diabetes and its complications, while there is suggestive evidence indicating that treating some mental disorders could contribute to the prevention of diabetes and improve diabetes outcomes. Using technologically enabled solutions to identify mental disorders could help individuals who stand to benefit from particular treatments. However, there are considerable gaps in knowledge and several challenges to be met before we can stratify treatment recommendations based on mental disorders. Overall, this review demonstrates that addressing mental disorders as a facet of precision medicine could have considerable value for routine diabetes care and has the potential to improve diabetes outcomes.
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Affiliation(s)
- Sanne H M Kremers
- Epidemiology and Data Science, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands.
- Amsterdam Public Health Research Institute, Amsterdam, the Netherlands.
| | - Sarah H Wild
- Usher Institute, College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK
| | - Petra J M Elders
- Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
- General Practice, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Joline W J Beulens
- Epidemiology and Data Science, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - David J T Campbell
- Department of Medicine, University of Calgary Cumming School of Medicine, Calgary, AB, Canada
- Department of Community Health Sciences, University of Calgary Cumming School of Medicine, Calgary, AB, Canada
- Department of Cardiac Sciences, University of Calgary Cumming School of Medicine, Calgary, AB, Canada
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark
- Steno Diabetes Center Odense, Odense University Hospital, Odense, Denmark
- School of Psychology, Deakin University, Geelong, Australia
| | - Nanna Lindekilde
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Maartje de Wit
- Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
- Medical Psychology, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Cathy Lloyd
- School of Health, Wellbeing and Social Care, Faculty of Wellbeing, Education and Language Studies, Open University, Milton Keynes, UK
| | - Femke Rutters
- Epidemiology and Data Science, Amsterdam UMC location Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
- Amsterdam Public Health Research Institute, Amsterdam, the Netherlands
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26
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Venema A, Peeks F, Rossi A, Jager EA, Derks TGJ. Towards values-based healthcare for inherited metabolic disorders: An overview of current practices for persons with liver glycogen storage disease and fatty acid oxidation disorders. J Inherit Metab Dis 2022; 45:1018-1027. [PMID: 36088581 PMCID: PMC9828459 DOI: 10.1002/jimd.12555] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 09/06/2022] [Accepted: 09/08/2022] [Indexed: 01/12/2023]
Abstract
Value-based healthcare (VBHC) intends to achieve better outcomes for patients, to improve quality of patient care, with reduced costs. Four dimensions define a model of intimately related value-pillars: personal value, allocative value, technical value, and societal value. VBHC is mostly applied in common diseases, and there are fundamental challenges in applying VBHC strategies to low volume, high complex healthcare situations, such as rare diseases, including inherited metabolic disorders. This article summarizes current practices at various academical domains (i.e., research, healthcare, education, and training) that (aim to) increase values at various value-pillars for persons with liver glycogen storage diseases or fatty acid oxidation disorders and their families. Future perspectives may include facilitating virtual networks to function as integrated practice units, improving measurement of outcomes, and creating information technology platforms to overcome the ethical, legal, societal, and technical challenges of data sharing for healthcare and research purposes.
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Affiliation(s)
- Annieke Venema
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
| | - Fabian Peeks
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
| | - Alessandro Rossi
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
- Department of Translational Medicine, Section of PediatricsUniversity of Naples “Federico II”NaplesItaly
| | - Emmalie A. Jager
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
| | - Terry G. J. Derks
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
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Snoek FJ. Mental health in diabetes care. Time to step up. Front Clin Diabetes Healthc 2022; 3:1039192. [PMID: 36992782 PMCID: PMC10012141 DOI: 10.3389/fcdhc.2022.1039192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/07/2022] [Accepted: 09/28/2022] [Indexed: 11/06/2022]
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McMorrow R, Hunter B, Hendrieckx C, Speight J, Emery J, Manski-Nankervis JA. Assessing and addressing diabetes distress among adults with type 2 diabetes: An online survey of Australian general practitioners. Prim Care Diabetes 2022; 16:692-697. [PMID: 35953418 DOI: 10.1016/j.pcd.2022.08.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Revised: 07/18/2022] [Accepted: 08/02/2022] [Indexed: 11/29/2022]
Abstract
AIM Diabetes distress is experienced by up to 36% of adults with type 2 diabetes. Australian type 2 diabetes guidelines recommend annual assessment of diabetes distress in general practice. This study explores general practitioners' knowledge, current practice, and factors influencing implementation of guidelines, including Person Reported Outcome Measure (PROM) use. METHODS A cross-sectional online survey was disseminated via e-mail to 4776 Australian general practitioners listed on the Australasian Medical Publishing Company database. RESULTS 264 (5%) surveys were returned. 75% indicated that general practitioners were the most appropriate professionals to assess diabetes distress. Sixteen percent reported asking about diabetes distress during type 2 diabetes consultations more than half the time, with 13% using a PROM more than half the time: 64% use the Kessler-10, and 1.9% use the Problem Areas in Diabetes (PAID) scale. While general practitioners had positive beliefs about the consequences of assessing and addressing diabetes distress, they also reported barriers in motivation, environment, and knowledge of guidelines. CONCLUSION Most respondents endorsed general practitioners' role in assessing diabetes distress, but few ask about or assess diabetes distress in routine consultations. To support uptake of guideline recommendations for diabetes-specific PROM use, environmental factors, specifically time, need to be addressed.
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Affiliation(s)
- Rita McMorrow
- Department of General Practice, The University of Melbourne, Melbourne, Australia; NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, The Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, Australia.
| | - Barbara Hunter
- Department of General Practice, The University of Melbourne, Melbourne, Australia
| | - Christel Hendrieckx
- 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
| | - Jon Emery
- Department of General Practice, The University of Melbourne, Melbourne, Australia; Centre for Cancer Research, The University of Melbourne, Melbourne, Australia
| | - Jo-Anne Manski-Nankervis
- Department of General Practice, The University of Melbourne, Melbourne, Australia; NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, The Baker Heart and Diabetes Institute, 75 Commercial Road, Melbourne, Australia
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Grulovic N, Rojnic Kuzman M, Baretic M. Prevalence and predictors of diabetes-related distress in adults with type 1 diabetes. Sci Rep 2022; 12:15758. [PMID: 36130979 DOI: 10.1038/s41598-022-19961-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Accepted: 09/07/2022] [Indexed: 11/20/2022] Open
Abstract
Type 1 diabetes (T1DM) is a chronic disease requiring lifelong insulin therapy and rigorous self-management. As it negatively impacts the affected individuals’ quality of life, it may eventually lead to diabetes-related distress. This study evaluated the prevalence and identified the predictors of diabetes-related distress in a representative sample of adults with T1DM treated at secondary and tertiary levels in Croatia. A multicenter, cross-sectional study was conducted in adults with T1DM in Croatia (N = 100). Data were collected between January 2018 and December 2018 from medical records and interviews during a single clinical visit, when participants completed a 20-item Problem Area in Diabetes (PAID) Questionnaire. The proportion of participants with a total PAID score ≥ 40 indicating high diabetes-related distress was calculated, and binary logistic regression was run to determine predictors. High diabetes-related distress was found in 36% of participants, with a mean PAID total score of 31.9 (21.1). The predictors of diabetes-related distress were higher HbA1c level (OR = 1.491, p = 0.037, CI = 1.025–2.169) and the presence of microvascular complications (OR = 4.611, p = 0.005; 95%CI 1.546–13.754). Worrying about the future and chronic complications and feeling guilty when off-track with diabetes management were identified as items that contribute the most to distress. Diabetes-related distress is a frequent condition in adults with T1DM in Croatia. Special attention should be given to patients with suboptimal glycemic control and microvascular complications. Given the high prevalence and impact of psychosocial problems in diabetes, psychological care should be integrated into routine care for adults with type 1 diabetes.
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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: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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Rossi A, Venema A, Haarsma P, Feldbrugge L, Burghard R, Rodriguez-Buritica D, Parenti G, Oosterveer MH, Derks TGJ. A Prospective Study on Continuous Glucose Monitoring in Glycogen Storage Disease Type Ia: Toward Glycemic Targets. J Clin Endocrinol Metab 2022; 107:e3612-e3623. [PMID: 35786777 PMCID: PMC9387687 DOI: 10.1210/clinem/dgac411] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Indexed: 11/19/2022]
Abstract
CONTEXT Although previous research has shown the benefit of continuous glucose monitoring (CGM) for hepatic glycogen storage diseases (GSDs), current lack of prospectively collected CGM metrics and glycemic targets for CGM-derived outcomes in the hepatic GSD population limits its use. OBJECTIVE To assess CGM metrics for glycemic variation and glycemic control in adult patients with GSDIa as compared to matched healthy volunteers. DESIGN Prospective CGM data were collected during the ENGLUPRO GSDIa trial (NCT04311307) in which a Dexcom G6 device was used. Ten adult patients with GSDIa and 10 age-, sex- and body mass index-matched healthy volunteers were enrolled. Capillary blood glucose was concurrently measured during 2 standardized 2-hour time intervals. Descriptive [eg, glycemic variability (GV), time below range, time in range (TIR), time above range (TAR)] and advanced (ie, first- and second-order derivatives, Fourier analysis) CGM outcomes were calculated. For each descriptive CGM outcome measure, 95% CIs were computed in patients with GSDIa and healthy volunteers, respectively. RESULTS CGM overestimation was higher under preprandial and level 1 hypoglycemia (ie, capillary glucose values ≥ 3.0 mmol/L and < 3.9 mmol/L) conditions. GV and TAR were higher while TIR was lower in patients with GSDIa compared to healthy volunteers (P < 0.05). Three patients with GSDIa showed descriptive CGM outcomes outside the calculated 95% CI in GSDIa patients. Advanced CGM analysis revealed a distinct pattern (ie, first- and second-order derivatives and glucose curve amplitude) in each of these 3 patients within the patients group. CONCLUSIONS This is the first study to prospectively compare CGM outcomes between adult patients with GSDIa and matched healthy volunteers. The generation of a set of CGM metrics will provide guidance in using and interpreting CGM data in GSDIa and will be useful for the definition of glycemic targets for CGM in patients with GSDIa. Future studies should investigate the prognostic value of CGM outcomes and their major determinants in patients with GSDIa.
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Affiliation(s)
- Alessandro Rossi
- Section of Metabolic Diseases, Beatrix Children’s Hospital, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
- Department of Translational Medicine, Section of Pediatrics, University of Naples “Federico II,”Naples, Italy
| | - Annieke Venema
- Section of Metabolic Diseases, Beatrix Children’s Hospital, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | - Petra Haarsma
- Section of Metabolic Diseases, Beatrix Children’s Hospital, University of Groningen, University Medical Centre Groningen, Groningen, The Netherlands
| | | | | | - David Rodriguez-Buritica
- Division of Medical Genetics, Department of Pediatrics, McGovern Medical School, The University of Texas Health Science Center at Houston, Houston, TX,USA
| | - Giancarlo Parenti
- Department of Translational Medicine, Section of Pediatrics, University of Naples “Federico II,”Naples, Italy
- Telethon Institute of Genetics and Medicine, Pozzuoli, Italy
| | - Maaike H Oosterveer
- Department of Pediatrics, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Terry G J Derks
- Correspondence: Terry G. J. Derks, MD, PhD, University of Groningen, University Medical Center Groningen, Beatrix Children’s Hospital, Section of Metabolic Diseases, PO Box 30.001, 9700 RB Groningen, The Netherlands.
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Joensen LE, Schultz AA, Madsen KP, Persson F, Nørgaard K, Kristensen PL, Pedersen J, Willaing I. Flexible inclusion of dialogue about psychosocial aspects of life with type 1 diabetes in routine consultations: A study of a questionnaire-based dialogue tool to promote person-centred support. Diabet Med 2022; 39:e14881. [PMID: 35560258 DOI: 10.1111/dme.14881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 05/11/2022] [Indexed: 11/30/2022]
Abstract
AIMS To explore (1) experiences among people with type 1 diabetes and diabetologists of using a questionnaire-based dialogue tool in routine consultations to identify and address psychosocial challenges and (2) experiences of person-centredness in this group compared with a group who did not use the tool. METHODS In all, 42 people with type 1 diabetes (mean age 54 years, mean diabetes duration 31 years and 60% women) were interviewed and completed an evaluation questionnaire following a routine consultation with the use of a dialogue tool including PAID-5, WHO-5 and open-ended questions. A comparison group of 42 people with type 1 diabetes attending routine consultations without the use of dialogue tools completed evaluation questionnaires. All consultations were audio recorded. Diabetologists were interviewed after completing all test consultations. Interviews were analysed using thematic text condensation. Evaluation questionnaires were analysed using descriptive statistics, chi square tests and Student's two-sided t-tests. RESULTS Most participants found questions in the dialogue tool relevant to discuss with the diabetologist, and two-thirds were satisfied with the time spent on that. Experiences of people with type 1 diabetes and diabetologists were related to three pathways: (1) the tool supported valuable conversations with the diabetologist, (2) conversations with the diabetologist were unchanged and (3) the tool derailed conversations. All participants reported high levels of person centredness; however, significantly more in the comparison group reported that the diabetologist made them feel at ease (80 vs. 55%) and discussed and planned specific changes with them (93 vs. 67%). CONCLUSION A questionnaire-based dialogue tool in consultations can support the discussion of psychosocial issues of people with type 1 diabetes. However, flexible and tailored use of the dialogue tool is crucial as consultations may otherwise be derailed.
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Affiliation(s)
| | | | | | | | - Kirsten Nørgaard
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Clinical Medicine, Copenhagen University, Copenhagen, Denmark
| | - Peter Lommer Kristensen
- Department of Clinical Medicine, Copenhagen University, Copenhagen, Denmark
- Department of Endocrinology and Nephrology, Nordsjaellands Hospital, Hillerød, Denmark
| | - Jens Pedersen
- Department of Endocrinology and Nephrology, Nordsjaellands Hospital, Hillerød, Denmark
| | - Ingrid Willaing
- Steno Diabetes Center Copenhagen, Herlev, Denmark
- Department of Public Health, Copenhagen University, Copenhagen, Denmark
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McMorrow R, Hunter B, Hendrieckx C, Kwasnicka D, Speight J, Cussen L, Ho FCS, Emery J, Manski-Nankervis JA. Effect of routinely assessing and addressing depression and diabetes distress on clinical outcomes among adults with type 2 diabetes: a systematic review. BMJ Open 2022; 12:e054650. [PMID: 35613752 PMCID: PMC9134162 DOI: 10.1136/bmjopen-2021-054650] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES This study examined the effect of using patient-reported outcome measures (PROMs) routinely to assess and address depressive symptoms and diabetes distress among adults with type 2 diabetes. DESIGN A systematic review of published peer-reviewed studies. DATA SOURCES Medline, Embase, CINAHL Complete, PsycINFO, The Cochrane Library and Cochrane Central Register of Controlled Trials were searched. ELIGIBILITY CRITERIA Studies including adults with type 2 diabetes, published in English, from the inception of the databases to 24 February 2022 inclusive; and where the intervention included completion of a PROM of depressive symptoms and/or diabetes distress, with feedback of the responses to a healthcare professional. DATA EXTRACTION AND SYNTHESIS Using Covidence software, screening and risk of bias assessment were conducted by two reviewers independently with any disagreements resolved by a third reviewer. RESULTS The search identified 4512 citations, of which 163 full-text citations were assessed for eligibility, and nine studies met the inclusion criteria. Five studies involved assessment of depressive symptoms only, two studies assessed diabetes distress only, and two studies assessed both. All studies had an associated cointervention. When depressive symptoms were assessed (n=7), a statistically significant between-group difference in depressive symptoms was observed in five studies; with a clinically significant (>0.5%) between-group difference in HbA1c in two studies. When diabetes distress was assessed (n=4), one study demonstrated statistically significant difference in depressive symptoms and diabetes distress; with a clinically significant between-group difference in HbA1c observed in two studies. CONCLUSION Studies are sparse in which PROMs are used to assess and address depressive symptoms or diabetes distress during routine clinical care of adults with type 2 diabetes. Further research is warranted to understand how to integrate PROMs into clinical care efficiently and determine appropriate interventions to manage identified problem areas. PROSPERO REGISTRATION NUMBER CRD42020200246.
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Affiliation(s)
- Rita McMorrow
- Department of General Practice, The University of Melbourne, Melbourne, Victoria, Australia
- NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, The Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
| | - Barbara Hunter
- Department of General Practice, The University of Melbourne, Melbourne, Victoria, Australia
| | - Christel Hendrieckx
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Deakin University, Geelong, Victoria, Australia
| | - Dominika Kwasnicka
- NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, The Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
- Faculty of Psychology, SWPS University of Social Sciences and Humanities, Warszaw, Poland
| | - Jane Speight
- The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, Victoria, Australia
- School of Psychology, Deakin University, Geelong, Victoria, Australia
| | - Leanne Cussen
- Department of Endocrinology, Beaumont Hospital, Dublin, Ireland
| | - Felicia Ching Siew Ho
- Melbourne Medical School, The University of Melbourne, Melbourne, Victoria, Australia
| | - Jon Emery
- Department of General Practice, The University of Melbourne, Melbourne, Victoria, Australia
- Centre for Cancer Research, University of Melbourne, Melbourne, Victoria, Australia
| | - Jo-Anne Manski-Nankervis
- Department of General Practice, The University of Melbourne, Melbourne, Victoria, Australia
- NHMRC CRE in Digital Technology to Transform Chronic Disease Outcomes, The Baker Heart and Diabetes Institute, Melbourne, Victoria, Australia
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Di Molfetta S, Rossi A, Assaloni R, Cherubini V, Consoli A, Di Bartolo P, Guardasole V, Laurenzi A, Lombardo F, Maffeis C, Scaramuzza A, Irace C. A guide for the use of LibreView digital diabetes platform in clinical practice: Expert paper of the Italian Working Group on Diabetes and Technology. Diabetes Res Clin Pract 2022; 187:109867. [PMID: 35405166 DOI: 10.1016/j.diabres.2022.109867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 03/16/2022] [Accepted: 04/04/2022] [Indexed: 11/22/2022]
Abstract
Wider access to continuous glucose monitoring systems, including flash glucose monitoring, has enabled people with diabetes to achieve lower HbA1c levels and reduce the amount of time they spend in hypoglycaemia or hyperglycaemia, and has improved their quality of life. An International Consensus Panel proposed different target glucose ranges and recommendations according to different ages and situations (adults, young people and children with type 1 or type 2 diabetes, as well as elderly people who are at higher risk of hypoglycaemia, and women with diabetes during pregnancy). In this expert opinion, we interpret the international recommendations in the context of established clinical practice for diabetes care, and propose three different step-by-step algorithms to help the healthcare professionals use the most innovative glucose metrics, including time in glucose ranges, glucose management indicator, coefficient of variation, and ambulatory glucose profile. In detail, we focus on glucose metrics as measured by the FreeStyle Libre system and as visualized on the LibreView digital diabetes platform to support appropriate interpretation of flash glucose monitoring data. This is specifically structured for healthcare professionals and general practitioners who may have a low level of confidence with diabetes technology, with the aim of optimizing diabetes management, ensuring effective use of healthcare resources and to maximise outcomes for people with diabetes.
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Affiliation(s)
- Sergio Di Molfetta
- Section of Internal Medicine, Endocrinology, Andrology and Metabolic Diseases, Department of Emergency and Organ Transplantation, University of Bari Aldo Moro, Bari, Italy
| | - Antonio Rossi
- Division of Endocrinology, ASST Fatebenefratelli-Sacco, Milan, Italy
| | - Roberta Assaloni
- Diabetes Unit ASS2 Bassa-Friulana Isontina, Udine, Monfalcone, GO, Italy
| | - Valentino Cherubini
- Department of Women's and Children's Health, G. Salesi Hospital, Ancona, Italy
| | - Agostino Consoli
- Endocrinology and Metabolic Diseases, University of Chieti-Pescara, Chieti, Italy
| | | | - Vincenzo Guardasole
- Department of Translational Medical Sciences, University Federico II, Naples, Italy
| | - Andrea Laurenzi
- San Raffaele Diabetes Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Fortunato Lombardo
- Department of Human Pathology in Adult and Developmental Age "Gaetano Barresi", University of Messina, Messina, Italy
| | - Claudio Maffeis
- Pediatric Diabetes and Metabolic Disorders Unit, Regional Center for Pediatric Diabetes, University City Hospital of Verona, Verona, Italy
| | - Andrea Scaramuzza
- Division of Pediatrics, ASST Cremona, "Ospedale Maggiore di Cremona", Cremona, Italy
| | - Concetta Irace
- Department of Health Science, University Magna Graecia, Catanzaro, Italy
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Jensen MV, Broadley M, Speight J, Chatwin H, Scope A, Cantrell A, Heller S, de Galan BE, Hendrieckx C, Pouwer F. The impact of hypoglycaemia in children and adolescents with type 1 diabetes on parental quality of life and related outcomes: A systematic review. Pediatr Diabetes 2022; 23:390-405. [PMID: 34981624 DOI: 10.1111/pedi.13308] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 12/15/2021] [Accepted: 12/22/2021] [Indexed: 11/28/2022] Open
Abstract
This systematic review aims to summarize and critically evaluate the current evidence regarding the impact of hypoglycaemia in children and adolescents with type 1 diabetes on parental quality of life. MEDLINE, PsycINFO, CINAHL, and the Cochrane Library were searched. Inclusion criteria were: 1) quantitative design, 2) included parents of children or adolescents with type 1 diabetes, 3) assessment of hypoglycemia in children/adolescents with type 1 diabetes, 4) assessment of parent quality of life (or related domains of life), and 5) analysis of the relationship(s) between the child's hypoglycaemia and parents' quality of life. The data were summarised in accordance with Synthesis Without Meta-Analysis Guidelines. Twelve studies were included, reporting data from 1895 parents across six countries. Ten studies were cross-sectional; two included prospective data. Evidence suggested that greater frequency and severity of hypoglycemia was associated with greater parental fear of hypoglycemia, emotional distress and family burden. Children's hypoglycaemia has a negative impact on the well-being of parents, but there is an absence of evidence regarding the impact on their overall quality of life. Research into the hypoglycaemia-specific quality of life of parents is needed to explore the impact on various areas, such as social and physical dimensions.
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Affiliation(s)
| | - Melanie Broadley
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Jane Speight
- Department of Psychology, University of Southern Denmark, Odense, Denmark.,The Australian Centre for Behavioral Research in Diabetes, Melbourne, Victoria, Australia.,School of Psychology, Deakin University, Geelong, Australia
| | - Hannah Chatwin
- Department of Psychology, University of Southern Denmark, Odense, Denmark
| | - Alison Scope
- School of Health and Related Research, University of Sheffield, UK
| | - Anna Cantrell
- School of Health and Related Research, University of Sheffield, UK
| | - Simon Heller
- Department of Oncology and Metabolism, University of Sheffield, UK
| | - Bastiaan E de Galan
- Department of Internal Medicine, Maastricht University Medical Center, Maastricht, The Netherlands.,CARIM School for Cardiovascular Diseases, Maastricht University, Maastricht, The Netherlands.,Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Christel Hendrieckx
- The Australian Centre for Behavioral Research in Diabetes, Melbourne, Victoria, Australia.,School of Psychology, Deakin University, Geelong, Australia
| | - Frans Pouwer
- Department of Psychology, University of Southern Denmark, Odense, Denmark.,School of Psychology, Deakin University, Geelong, Australia.,Steno Diabetes Center Odense, Odense, Denmark
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Sinclair J, Ageely H, Mahfouz MS, Hummadi AA, Darraj H, Solan Y, Allan R, Bottoms L. Effects of a Home-Based Physical Activity Programme on Blood Biomarkers and Health-Related Quality of Life Indices in Saudi Arabian Type-2 Diabetes Mellitus Patients: Protocol for a Randomised Controlled Trial. Int J Environ Res Public Health 2022; 19:ijerph19084468. [PMID: 35457335 PMCID: PMC9030925 DOI: 10.3390/ijerph19084468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Accepted: 04/02/2022] [Indexed: 02/04/2023]
Abstract
The Kingdom of Saudi Arabia is renowned for its high incidence of type-2 diabetes mellitus, with a prevalence rate of around 33%, which is expected to increase to 45.8% by 2030. Engagement in regular physical activity has been shown to significantly attenuate non-communicable diseases including type-2 diabetes. However, the overall rate of physical inactivity among Saudi Arabian adults is currently 80.5%, owing to time pressures, high-density traffic, poor air quality, lack of suitable exercise places/sports facilities, lack of social/friends support, gender, cultural barriers, low self-confidence, lack of time and environmental factors. Previous analyses have shown that home-based activity interventions can be effective. Therefore, given the aforementioned barriers to physical activity in Saudi Arabia; a home-based physical activity may be an ideal solution in type-2 diabetic patients. This manuscript describes the study protocol for a randomized control trial, examining the effects of a home-based physical activity intervention in Saudi Arabian adults with type-2 diabetes. The study will recruit 62 individuals with type-2 diabetes from the Jazan region of the Kingdom of Saudi Arabia, who will be individually randomized to either a physical activity or control group. This 24-week investigation will involve 12-weeks of physical activity in the physical activity group and feature three examination points i.e., baseline, 12-weeks and 24-weeks (follow-up). The primary study outcome is the between-group difference in blood HbA1c levels relative to controls. Secondary outcomes measures will be between-group differences in anthropometric, blood lipid, physical fitness, and patient-reported quality of life outcomes pertinent to type-2 diabetes. Statistical analysis will be conducted on an intention-to-treat basis. The trial has been granted ethical approval by Jazan University, Health Research Ethics Committee (REF: 2177) and formally registered as a trial (NCT04937296). We expect dissemination of the study findings from this investigation to be through publication in a leading peer-reviewed journal.
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Affiliation(s)
- Jonathan Sinclair
- Research Centre for Applied Sport, Physical Activity and Performance, Faculty of Allied Health and Wellbeing, School of Sport & Health Sciences, University of Central Lancashire, Preston PR1 2HE, Lancashire, UK;
- Correspondence:
| | - Hussein Ageely
- Department of Family and Community Medicine, Faculty of Medicine, Jazan University, Jazan 82911, Saudi Arabia; (H.A.); (M.S.M.)
| | - Mohamed Salih Mahfouz
- Department of Family and Community Medicine, Faculty of Medicine, Jazan University, Jazan 82911, Saudi Arabia; (H.A.); (M.S.M.)
| | | | - Hussain Darraj
- Jazan Diabetes and Endocrinology Center, Jazan 82723, Saudi Arabia; (A.A.H.); (H.D.); (Y.S.)
| | - Yahia Solan
- Jazan Diabetes and Endocrinology Center, Jazan 82723, Saudi Arabia; (A.A.H.); (H.D.); (Y.S.)
| | - Robert Allan
- Research Centre for Applied Sport, Physical Activity and Performance, Faculty of Allied Health and Wellbeing, School of Sport & Health Sciences, University of Central Lancashire, Preston PR1 2HE, Lancashire, UK;
| | - Lindsay Bottoms
- Centre for Research in Psychology and Sport Sciences, School of Life and Medical Sciences, University of Hertfordshire, Hatfield AL10 9AB, Hertfordshire, UK;
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Jude EB, Malecki MT, Gomez Huelgas R, Prazny M, Snoek F, Tankova T, Giugliano D, Khunti K. Expert Panel Guidance and Narrative Review of Treatment Simplification of Complex Insulin Regimens to Improve Outcomes in Type 2 Diabetes. Diabetes Ther 2022; 13:619-634. [PMID: 35274219 PMCID: PMC8913205 DOI: 10.1007/s13300-022-01222-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 02/02/2022] [Indexed: 11/03/2022] Open
Abstract
Given the progressive nature of type 2 diabetes (T2D), most individuals with the disease will ultimately undergo treatment intensification. This usually involves the stepwise addition of a new glucose-lowering agent or switching to a more complex insulin regimen. However, complex treatment regimens can result in an increased risk of hypoglycaemia and high treatment burden, which may impact negatively on both therapeutic adherence and overall quality of life. Individuals with good glycaemic control may also be overtreated with unnecessarily complex regimens. Treatment simplification aims to reduce individual treatment burden, without compromising therapeutic effectiveness or safety. Despite data showing that simplifying therapy can achieve good glycaemic control without negatively impacting on treatment efficacy or safety, it is not always implemented in clinical practice. Current clinical guidelines focus on treatment intensification, rather than simplification. Where simplification is recommended, clear guidance is lacking and mostly focused on treatment of the elderly. An expert, multidisciplinary panel evaluated the current treatment landscape with respect to guidance, published evidence, recommendations and approaches regarding simplification of complex insulin regimens. This article outlines the benefits of treatment simplification and provides practical recommendations on simplifying complex insulin treatment strategies in people with T2D using illustrative cases.
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Affiliation(s)
- Edward B Jude
- Tameside and Glossop Integrated Care NHS Foundation Trust, Ashton-under-Lyne, UK
- University of Manchester, Manchester, UK
| | - Maciej T Malecki
- Department of Metabolic Diseases, Jagiellonian University Medical College, Kraków, Poland
| | - Ricardo Gomez Huelgas
- Internal Medicine Department, Regional University Hospital of Málaga, Málaga, Spain
- Instituto de Investigación Biomédica de Málaga (IBIMA), University of Málaga, Málaga, Spain
- CIBER Fisiopatología de la Obesidad y la Nutrición (CIBEROBN), Instituto de Salud Carlos III, Madrid, Spain
| | - Martin Prazny
- 3rd Department of Internal Medicine, 1st Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Frank Snoek
- Department of Medical Psychology, Amsterdam University Medical Center, Vrije Universiteit, Amsterdam, The Netherlands
| | | | - Dario Giugliano
- Division of Endocrinology and Metabolic Diseases, University Hospital, Università della Campania Luigi Vanvitelli, Naples, Italy
| | - Kamlesh Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK.
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38
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Brazeau AS, Peters T. To the challenges of developing large diabetes datasets and registries. Can J Diabetes 2022; 46:329. [DOI: 10.1016/j.jcjd.2022.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 04/14/2022] [Indexed: 10/18/2022]
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de Wit M, Pouwer F, Snoek FJ. How to identify clinically significant diabetes distress using the Problem Areas in Diabetes (PAID) scale in adults with diabetes treated in primary or secondary care? Evidence for new cut points based on latent class analyses. BMJ Open 2022; 12:e056304. [PMID: 35277408 PMCID: PMC8919470 DOI: 10.1136/bmjopen-2021-056304] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
INTRODUCTION The Problem Areas of Diabetes (PAID) questionnaire is a frequently used measure to assess diabetes-distress. The aim of this study was to identify clinically meaningful levels of diabetes-distress, using latent class analyses (LCA), and to determine which groups were at increased risk of elevated diabetes-distress in terms of sex, age, type of diabetes and glycaemic control. METHODS Data were derived from four studies (total N=2966, 49% female, age range 18-95 years, 43% type 1 diabetes, diabetes duration range 0-79 years). LCAs were performed to examine possible latent groups in the distribution of answers on the individual PAID items. Demographic and diabetes-related characteristics were added to the model to estimate their effects on latent class membership and receiver operating curves curves to determine cut-offs. RESULTS Three levels of diabetes distress were distinguished with defined cut-off scores and labelled as: low, moderate and high diabetes distress. Levels of distress did not associate with distinct clusters of items. Older people were more likely to be part of the low distress class; women and people with high HbA1c were more likely to be part of the high distress class. Sensitivity and specificity of the commonly used cut-off of 40 for high distress are 0.95 and 0.97, respectively. To distinguish the moderate distress group, cut-off scores of 17 and 39 are optimal with a sensitivity of 0.93 and a specificity of 0.94. CONCLUSION Three levels of diabetes-distress can be distinguished: low, moderate and high diabetes distress. Younger people, women and people with poor glycaemic control are at an increased risk for high levels of distress. A cut-off of 40 is satisfactory to detect people with high levels of diabetes-distress; a score of 0-16 indicates low diabetes distress and a score of 17-39 moderate diabetes distress.
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Affiliation(s)
- M de Wit
- Medical Psychology, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Frans Pouwer
- Department of Psychology, University College South Denmark, Odense, Denmark
- School of Psychology, Deakin University, Burwood, Victoria, Australia
- Steno Diabetes Center Odense, Odense, Denmark
| | - F J Snoek
- Medical Psychology, Amsterdam Public Health, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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40
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Yao M, Zhang DY, Fan JT, Lin K, Haroon S, Jackson D, Li H, Chen W, Cheng KK, Lehman R. The experiences of people with type 2 diabetes in communicating with general practitioners in China - a primary care focus group study. BMC Prim Care 2022; 23:24. [PMID: 35172752 PMCID: PMC8812222 DOI: 10.1186/s12875-022-01632-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/01/2021] [Accepted: 01/20/2022] [Indexed: 02/05/2023]
Abstract
BACKGROUND With the implementation of health care reforms in China, primary care is on a journey to provide care for most patients with type 2 diabetes. While Chinese general practitioners (GPs) have described challenges in communication with diabetes patients in their daily practice, little is known about patients' experiences in communicating with their GPs. METHODS Five focus groups (of 4-5 participants each) were used to explore views from patients with type 2 diabetes. Purposive sampling was used to recruit a spread of participants from general practices in Guangzhou city, China. Focus groups were audio-recorded, transcribed, and thematically analyzed using the Framework Method. RESULTS Ten males and 12 female patients from five general practices participated in focus group discussions, with a mean age of 57.3 years and 7.3 years of diabetes duration. Five main themes emerged: patients' understanding about diabetes, diabetes medication, communication with GPs, physician-patient relationships, and healthcare systems and context. Patients generally searched for information on the internet, but they weren't always sure if it was trustworthy. Several communication needs were described by diabetes patients, such as explanation of blood glucose monitoring, medication information support, communication in the risk of diabetes complications and cardiovascular disease, and language barriers. Communication was frequently brief and not tailored to their concerns, and some described being scolded or panicked by GPs. Participants acknowledged the pressures within the health system, such as short consultation times, an incoherent GP-hospital interface and high demand. CONCLUSIONS Key issues from the patients' perspective for the development of primary care based management of diabetes in China were identified. People with type 2 diabetes require more access to trustworthy diabetes information and wish for better channels of communication with their GPs. Strategies may be required to improve GPs' communication skills with their patients that also consider the context of the wider health system environment in China.
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Affiliation(s)
- Mi Yao
- Institute of Applied Health Research, University of Birmingham, Birmingham, B15 2TT, UK
| | - Dong-Ying Zhang
- National Clinical Research Center for Respiratory Disease, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
- Faculty of Medicine, Macau University of Science and Technology, Macau, China
| | - Jie-Ting Fan
- Department of Endocrinology, PLA Rocket Force Characteristic Medical Center, Beijing, China
| | - Kai Lin
- Family Medicine Center, The First Affiliated Hospital of Shantou University Medical College, Shantou, China
| | - Shamil Haroon
- Institute of Applied Health Research, University of Birmingham, Birmingham, B15 2TT, UK.
| | - Dawn Jackson
- College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - Hai Li
- Department of Endocrinology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Wei Chen
- Department of Nephrology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510 080, China.
| | - Kar Keung Cheng
- Institute of Applied Health Research, University of Birmingham, Birmingham, B15 2TT, UK
| | - Richard Lehman
- Institute of Applied Health Research, University of Birmingham, Birmingham, B15 2TT, UK
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Meza-Torres B, Cunningham SG, Heiss C, Joy M, Feher M, Leese GP, de Lusignan S, Carinci F. Adherence to General Diabetes and Foot Care Processes, with Prompt Referral, Are Associated with Amputation-Free Survival in People with Type 2 Diabetes and Foot Ulcers: A Scottish National Registry Analysis. J Diabetes Res 2022; 2022:7414258. [PMID: 35746918 PMCID: PMC9213182 DOI: 10.1155/2022/7414258] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2021] [Revised: 05/10/2022] [Accepted: 05/28/2022] [Indexed: 11/17/2022] Open
Abstract
AIMS To compare different packages of care across care providers in Scotland on foot-related outcomes. METHODS A retrospective cohort study with primary and secondary care electronic health records from the Scottish Diabetes Registry, including 6,845 people with type 2 diabetes and a first foot ulcer occurring between 2013 and 2017. We assessed the association between exposure to care processes and major lower extremity amputation and death. Proportional hazards were used for time-to-event univariate and multivariate analyses, adjusting for case-mix characteristics and care processes. Results were expressed in terms of hazard ratios with 95% confidence intervals. RESULTS 2,243 (32.7%) subjects had a major amputation or death. Exposure to all nine care processes at all ages (HR = 0.63; 95% CI: 0.58-0.69; p < .001) and higher foot care attendance in people aged >70 years (HR = 0.88; 0.78-0.99; p = .03) were associated with longer major amputation-free survival. Waiting time ≥ 12 weeks between ulceration and clinic attendance was associated with worse outcomes (HR = 1.59; 1.37-1.84; p < .001). In people > 70 years, minor amputations were associated with improved major amputation-free survival (HR = 0.69; 0.52-0.92; p = .01). CONCLUSIONS Strict adherence to a standardised package of general diabetes care before foot ulceration, timely foot care after ulceration, and specific treatment pathways were associated with longer major amputation-free survival among a large cohort of people with type 2 diabetes in Scotland, with a larger impact on older age groups.
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Affiliation(s)
- Bernardo Meza-Torres
- Department of Clinical and Experimental Medicine, University of Surrey, UK
- Nuffield Department of Primary Care Health Sciences, University of Oxford, UK
| | - Scott G. Cunningham
- Division of Population Health and Genomics, University of Dundee, Scotland, UK
| | - Christian Heiss
- Department of Clinical and Experimental Medicine, University of Surrey, UK
- Surrey and Sussex Healthcare NHS Trust, East Surrey Hospital, Redhill, UK
| | - Mark Joy
- Nuffield Department of Primary Care Health Sciences, University of Oxford, UK
| | - Michael Feher
- Nuffield Department of Primary Care Health Sciences, University of Oxford, UK
| | - Graham P. Leese
- Division of Population Health and Genomics, University of Dundee, Scotland, UK
| | - Simon de Lusignan
- Nuffield Department of Primary Care Health Sciences, University of Oxford, UK
| | - Fabrizio Carinci
- Department of Statistical Sciences, University of Bologna, Italy
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42
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Venema A, Peeks F, de Bruijn‐van der Veen M, de Boer F, Fokkert‐Wilts MJ, Lubout CMA, Huskens B, Dumont E, Mulkens S, Derks TGJ. A retrospective study of eating and psychosocial problems in patients with hepatic glycogen storage diseases and idiopathic ketotic hypoglycemia: Towards a standard set of patient-reported outcome measures. JIMD Rep 2022; 63:29-40. [PMID: 35028269 PMCID: PMC8743343 DOI: 10.1002/jmd2.12253] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2021] [Revised: 09/06/2021] [Accepted: 09/29/2021] [Indexed: 02/05/2023] Open
Abstract
There is a paucity in literature on eating and psychosocial problems in patients with hepatic glycogen storage disease (GSD) and idiopathic ketotic hypoglycemia (IKH), problems that can greatly affect quality of life. This is a monocentre, retrospective, observational mixed method study of patients with hepatic GSD or IKH treated at the Beatrix Children's Hospital Groningen, who had been referred to SeysCentra, a specialist centre for the treatment of eating problems. Additionally, a systematic literature review has been performed to identify instruments to quantify patient-reported outcome measures of psychosocial problems in hepatic GSD patients. Sixteen patients from 12 families were included with ages ranging between 3 and 24 years. Five out of sixteen patients were diagnosed with Avoidant/Restrictive Food Intake Disorder and six patients showed characteristics of this disorder. Fourteen patients experienced sleeping problems, and 11 out of 12 parent couples experienced stress about the illness of their child. We subsequently identified 26 instruments to quantify patient-reported outcome measures for GSD patients. This study demonstrates that GSD patients can develop Avoidant/Restrictive Food Intake Disorder influencing quality of life at multiple domains. The identification of instruments to assess psychosocial wellbeing is an important step towards a standard set of patient-reported outcome measures.
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Affiliation(s)
- Annieke Venema
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
| | - Fabian Peeks
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
| | - Marlies de Bruijn‐van der Veen
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
| | - Foekje de Boer
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
| | - Marieke J. Fokkert‐Wilts
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
| | - Charlotte M. A. Lubout
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
| | - Bibi Huskens
- SeysCentra, Center for Paediatric Eating Problems and IncontinenceMaldenThe Netherlands
| | - Eric Dumont
- SeysCentra, Center for Paediatric Eating Problems and IncontinenceMaldenThe Netherlands
- Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine, and Life SciencesMaastricht UniversityMaastrichtThe Netherlands
- Department of Clinical Psychological Science, Faculty of Psychology and NeuroscienceMaastricht UniversityMaastrichtThe Netherlands
| | - Sandra Mulkens
- SeysCentra, Center for Paediatric Eating Problems and IncontinenceMaldenThe Netherlands
- Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine, and Life SciencesMaastricht UniversityMaastrichtThe Netherlands
- Department of Clinical Psychological Science, Faculty of Psychology and NeuroscienceMaastricht UniversityMaastrichtThe Netherlands
| | - Terry G. J. Derks
- Department of Metabolic Diseases, Beatrix Children's Hospital, University Medical Centre GroningenUniversity of GroningenGroningenThe Netherlands
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43
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Holt RIG, DeVries JH, Hess-Fischl A, Hirsch IB, Kirkman MS, Klupa T, Ludwig B, Nørgaard K, Pettus J, Renard E, Skyler JS, Snoek FJ, Weinstock RS, Peters AL. The management of type 1 diabetes in adults. A consensus report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetologia 2021; 64:2609-2652. [PMID: 34590174 PMCID: PMC8481000 DOI: 10.1007/s00125-021-05568-3] [Citation(s) in RCA: 106] [Impact Index Per Article: 35.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
The American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD) convened a writing group to develop a consensus statement on the management of type 1 diabetes in adults. The writing group has considered the rapid development of new treatments and technologies and addressed the following topics: diagnosis, aims of management, schedule of care, diabetes self-management education and support, glucose monitoring, insulin therapy, hypoglycaemia, behavioural considerations, psychosocial care, diabetic ketoacidosis, pancreas and islet transplantation, adjunctive therapies, special populations, inpatient management and future perspectives. Although we discuss the schedule for follow-up examinations and testing, we have not included the evaluation and treatment of the chronic microvascular and macrovascular complications of diabetes as these are well-reviewed and discussed elsewhere. The writing group was aware of both national and international guidance on type 1 diabetes and did not seek to replicate this but rather aimed to highlight the major areas that healthcare professionals should consider when managing adults with type 1 diabetes. Though evidence-based where possible, the recommendations in the report represent the consensus opinion of the authors. Graphical abstract.
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Affiliation(s)
- Richard I G Holt
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK.
- Southampton National Institute for Health Research Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, UK.
| | - J Hans DeVries
- Amsterdam UMC, Internal Medicine, University of Amsterdam, Amsterdam, the Netherlands
- Profil Institute for Metabolic Research, Neuss, Germany
| | - Amy Hess-Fischl
- Kovler Diabetes Center, University of Chicago, Chicago, IL, USA
| | - Irl B Hirsch
- UW Medicine Diabetes Institute, Seattle, WA, USA
| | - M Sue Kirkman
- University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Tomasz Klupa
- Department of Metabolic Diseases, Center for Advanced Technologies in Diabetes, Jagiellonian University Medical College, Kraków, Poland
| | - Barbara Ludwig
- University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Kirsten Nørgaard
- Steno Diabetes Center Copenhagen, Gentofte, Denmark
- University of Copenhagen, Copenhagen, Denmark
| | | | - Eric Renard
- Montpellier University Hospital, Montpellier, France
- Institute of Functional Genomics, University of Montpellier, CNRS, Inserm, Montpellier, France
| | - Jay S Skyler
- University of Miami Miller School of Medicine, Miami, FL, USA
| | - Frank J Snoek
- Amsterdam UMC, Medical Psychology, Vrije Universiteit, Amsterdam, the Netherlands
| | | | - Anne L Peters
- Keck School of Medicine of USC, Los Angeles, CA, USA
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44
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Holt RIG, DeVries JH, Hess-Fischl A, Hirsch IB, Kirkman MS, Klupa T, Ludwig B, Nørgaard K, Pettus J, Renard E, Skyler JS, Snoek FJ, Weinstock RS, Peters AL. The Management of Type 1 Diabetes in Adults. A Consensus Report by the American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD). Diabetes Care 2021; 44:2589-2625. [PMID: 34593612 DOI: 10.2337/dci21-0043] [Citation(s) in RCA: 185] [Impact Index Per Article: 61.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2021] [Accepted: 08/25/2021] [Indexed: 02/03/2023]
Abstract
The American Diabetes Association (ADA) and the European Association for the Study of Diabetes (EASD) convened a writing group to develop a consensus statement on the management of type 1 diabetes in adults. The writing group has considered the rapid development of new treatments and technologies and addressed the following topics: diagnosis, aims of management, schedule of care, diabetes self-management education and support, glucose monitoring, insulin therapy, hypoglycemia, behavioral considerations, psychosocial care, diabetic ketoacidosis, pancreas and islet transplantation, adjunctive therapies, special populations, inpatient management, and future perspectives. Although we discuss the schedule for follow-up examinations and testing, we have not included the evaluation and treatment of the chronic microvascular and macrovascular complications of diabetes as these are well-reviewed and discussed elsewhere. The writing group was aware of both national and international guidance on type 1 diabetes and did not seek to replicate this but rather aimed to highlight the major areas that health care professionals should consider when managing adults with type 1 diabetes. Though evidence-based where possible, the recommendations in the report represent the consensus opinion of the authors.
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Affiliation(s)
- Richard I G Holt
- Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, U.K. .,Southampton National Institute for Health Research Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, Southampton, U.K
| | - J Hans DeVries
- Amsterdam UMC, Internal Medicine, University of Amsterdam, Amsterdam, the Netherlands.,Profil Institute for Metabolic Research, Neuss, Germany
| | | | | | - M Sue Kirkman
- University of North Carolina School of Medicine, Chapel Hill, NC
| | - Tomasz Klupa
- Department of Metabolic Diseases, Center for Advanced Technologies in Diabetes, Jagiellonian University Medical College, Kraków, Poland
| | - Barbara Ludwig
- University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Kirsten Nørgaard
- Steno Diabetes Center Copenhagen, Gentofte, Denmark.,University of Copenhagen, Copenhagen, Denmark
| | | | - Eric Renard
- Montpellier University Hospital, Montpellier, France.,Institute of Functional Genomics, University of Montpellier, CNRS, Inserm, Montpellier, France
| | - Jay S Skyler
- University of Miami Miller School of Medicine, Miami, FL
| | - Frank J Snoek
- Amsterdam UMC, Medical Psychology, Vrije Universiteit, Amsterdam, the Netherlands
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45
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Derks TGJ, Rodriguez-Buritica DF, Ahmad A, de Boer F, Couce ML, Grünert SC, Labrune P, López Maldonado N, Fischinger Moura de Souza C, Riba-Wolman R, Rossi A, Saavedra H, Gupta RN, Valayannopoulos V, Mitchell J. Glycogen Storage Disease Type Ia: Current Management Options, Burden and Unmet Needs. Nutrients 2021; 13:3828. [PMID: 34836082 PMCID: PMC8621617 DOI: 10.3390/nu13113828] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 10/21/2021] [Accepted: 10/22/2021] [Indexed: 12/16/2022] Open
Abstract
Glycogen storage disease type Ia (GSDIa) is caused by defective glucose-6-phosphatase, a key enzyme in carbohydrate metabolism. Affected individuals cannot release glucose during fasting and accumulate excess glycogen and fat in the liver and kidney, putting them at risk of severe hypoglycaemia and secondary metabolic perturbations. Good glycaemic/metabolic control through strict dietary treatment and regular doses of uncooked cornstarch (UCCS) is essential for preventing hypoglycaemia and long-term complications. Dietary treatment has improved the prognosis for patients with GSDIa; however, the disease itself, its management and monitoring have significant physical, psychological and psychosocial burden on individuals and parents/caregivers. Hypoglycaemia risk persists if a single dose of UCCS is delayed/missed or in cases of gastrointestinal intolerance. UCCS therapy is imprecise, does not treat the cause of disease, may trigger secondary metabolic manifestations and may not prevent long-term complications. We review the importance of and challenges associated with achieving good glycaemic/metabolic control in individuals with GSDIa and how this should be balanced with age-specific psychosocial development towards independence, management of anxiety and preservation of quality of life (QoL). The unmet need for treatment strategies that address the cause of disease, restore glucose homeostasis, reduce the risk of hypoglycaemia/secondary metabolic perturbations and improve QoL is also discussed.
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Affiliation(s)
- Terry G. J. Derks
- Division of Metabolic Diseases, Beatrix Children’s Hospital, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands; (F.d.B.); (A.R.)
| | - David F. Rodriguez-Buritica
- Department of Pediatrics, Division of Medical Genetics, McGovern Medical School at the University of Texas Health Science Center at Houston (UTHealth Houston) and Children’s Memorial Hermann Hospital, Houston, TX 77030, USA; (D.F.R.-B.); (H.S.)
| | - Ayesha Ahmad
- Department of Pediatrics, Division of Pediatric Genetics, Metabolism and Genomic Medicine, University of Michigan, Ann Arbor, MI 48109, USA;
| | - Foekje de Boer
- Division of Metabolic Diseases, Beatrix Children’s Hospital, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands; (F.d.B.); (A.R.)
| | - María L. Couce
- IDIS, CIBERER, MetabERN, University Clinical Hospital of Santiago de Compostela, 15706 Santiago de Compostela, Spain;
| | - Sarah C. Grünert
- Department of General Pediatrics, Adolescent Medicine and Neonatology, Faculty of Medicine, Medical Center-University of Freiburg, 79106 Freiburg, Germany;
| | - Philippe Labrune
- APHP, Université Paris-Saclay, Hôpital Antoine-Béclère, 92140 Clamart, France;
- Inserm U 1195, Paris-Saclay University, 94276 Le Kremlin Bicêtre, France
| | - Nerea López Maldonado
- Piera Health Center, Catalan Institute of Health, 08007 Barcelona, Spain;
- Autonomous University of Barcelona, 08193 Barcelona, Spain
| | | | - Rebecca Riba-Wolman
- Connecticut Children’s Medical Center, Department of Pediatrics, Division of Endocrinology, University of Connecticut, Farmington, CT 06032, USA;
| | - Alessandro Rossi
- Division of Metabolic Diseases, Beatrix Children’s Hospital, University of Groningen, University Medical Center Groningen, 9700 RB Groningen, The Netherlands; (F.d.B.); (A.R.)
- Department of Translational Medicine, Section of Paediatrics, University of Naples “Federico II”, 80131 Naples, Italy
| | - Heather Saavedra
- Department of Pediatrics, Division of Medical Genetics, McGovern Medical School at the University of Texas Health Science Center at Houston (UTHealth Houston) and Children’s Memorial Hermann Hospital, Houston, TX 77030, USA; (D.F.R.-B.); (H.S.)
| | - Rupal Naik Gupta
- Ultragenyx Pharmaceutical Inc., Novato, CA 94949, USA; (R.N.G.); (V.V.)
| | | | - John Mitchell
- Department of Pediatrics, Division of Pediatric Endocrinology, Montreal Children’s Hospital, McGill University Health Center, Montreal, QC H4A 3J1, Canada;
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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. Res Involv Engagem 2021; 7:62. [PMID: 34507618 PMCID: PMC8434700 DOI: 10.1186/s40900-021-00309-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [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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Terwee CB, Zuidgeest M, Vonkeman HE, Cella D, Haverman L, Roorda LD. Common patient-reported outcomes across ICHOM Standard Sets: the potential contribution of PROMIS®. BMC Med Inform Decis Mak 2021; 21:259. [PMID: 34488730 PMCID: PMC8420145 DOI: 10.1186/s12911-021-01624-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 08/27/2021] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND The International Consortium for Health Outcomes Measurement (ICHOM) develops condition-specific Standard Sets of outcomes to be measured in clinical practice for value-based healthcare evaluation. Standard Sets are developed by different working groups, which is inefficient and may lead to inconsistencies in selected PROs and PROMs. We aimed to identify common PROs across ICHOM Standard Sets and examined to what extend these PROs can be measured with a generic set of PROMs: the Patient-Reported Outcomes Measurement Information System (PROMIS®). METHODS We extracted all PROs and recommended PROMs from 39 ICHOM Standard Sets. Similar PROs were categorized into unique PRO concepts. We examined which of these PRO concepts can be measured with PROMIS. RESULTS A total of 307 PROs were identified in 39 ICHOM Standard Sets and 114 unique PROMs are recommended for measuring these PROs. The 307 PROs could be categorized into 22 unique PRO concepts. More than half (17/22) of these PRO concepts (covering about 75% of the PROs and 75% of the PROMs) can be measured with a PROMIS measure. CONCLUSION Considerable overlap was found in PROs across ICHOM Standard Sets, and large differences in terminology used and PROMs recommended, even for the same PROs. We recommend a more universal and standardized approach to the selection of PROs and PROMs. Such an approach, focusing on a set of core PROs for all patients, measured with a system like PROMIS, may provide more opportunities for patient-centered care and facilitate the uptake of Standard Sets in clinical practice.
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Affiliation(s)
- Caroline B Terwee
- Department of Epidemiology and Data Science, Amsterdam Public Health Research Institute, Amsterdam UMC, Vrije Universiteit Amsterdam, De Boelelaan 1089a, 1081 HV, Amsterdam, The Netherlands.
| | | | - Harald E Vonkeman
- Department of Rheumatology and Clinical Immunology, Medisch Spectrum Twente, Enschede, The Netherlands
- Department of Psychology, Health and Technology, University of Twente, Enschede, The Netherlands
| | - David Cella
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, USA
| | - Lotte Haverman
- Psychosocial Department, Emma Children's Hospital Amsterdam UMC, University of Amsterdam, Meibergdreef 9, Amsterdam, The Netherlands
| | - Leo D Roorda
- Amsterdam Rehabilitation Research Center | Reade, Amsterdam, The Netherlands
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Skovlund SE, Nicolucci A, Balk-Møller N, Berthelsen DB, Glümer C, Perrild H, Kjær P, Nørgaard LM, Troelsen LH, Pietraszek A, Hessler D, Kaplan S, Ejskjær N. Perceived Benefits, Barriers, and Facilitators of a Digital Patient-Reported Outcomes Tool for Routine Diabetes Care: Protocol for a National, Multicenter, Mixed Methods Implementation Study. JMIR Res Protoc 2021; 10:e28391. [PMID: 34477563 PMCID: PMC8449301 DOI: 10.2196/28391] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Revised: 06/01/2021] [Accepted: 06/04/2021] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND There is growing evidence that digital patient-reported outcome (PRO) questionnaires and PRO-based decision support tools may help improve the active engagement of people with diabetes in self-care, thereby improving the quality of care. However, many barriers still exist for the real-world effectiveness and implementation of such PRO tools in routine care. Furthermore, limited research has evaluated the acceptability, feasibility, and benefits of such tools across different health care settings. OBJECTIVE This study aims to evaluate the acceptability, feasibility, and perceived benefits of the Danish digital PRO diabetes tool in different health care settings in Denmark and to determine the factors affecting its implementation. Furthermore, the study evaluates the psychometric characteristics of the Danish PRO Diabetes Questionnaire and the validity of the scoring algorithms for dialogue support. The objective of this study is to guide the ongoing optimization of the PRO diabetes tool, its implementation, and the design of future randomized controlled effectiveness studies. METHODS We designed a multicenter, mixed methods, single-arm acceptability-feasibility implementation study protocol to contribute to the real-world pilot test of a new digital PRO diabetes tool in routine diabetes care. The use of the tool involves two main steps. First, the people with diabetes will complete a digital PRO Diabetes Questionnaire in the days before a routine diabetes visit. Second, the health care professional (HCP) will use a digital PRO tool to review the PRO results together with the people with diabetes during the visit. The PRO diabetes tool is designed to encourage and support people to take an active role for the people with diabetes in their own care and to expedite the delivery of person-centered, collaborative, and coordinated care. RESULTS A multicenter pilot study protocol and psychometrically designed digital data collection tools for evaluation were developed and deployed as part of a national evaluation of a new digital PRO diabetes intervention. A total of 598 people with diabetes and 34 HCPs completed the study protocol by April 1, 2021. CONCLUSIONS A large-scale, mixed methods, multicenter study for evaluating the use of the nationally developed PRO Diabetes Questionnaire in routine care across all health care sectors in Denmark by using the RE-AIM (Reach, Efficacy, Adoption, Implementation and Maintenance) model as a framework has been designed and is ongoing. This study is expected to provide new important and detailed information about the real-world acceptability, perceived relevance, and benefits of the PRO diabetes tool among a large heterogeneous population of people with diabetes in Denmark and HCPs in different care settings. The results will be used to further improve the PRO tool, design implementation facilitation support strategies, and design future controlled effectiveness studies. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/28391.
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Affiliation(s)
- Søren Eik Skovlund
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
- Steno Diabetes Center North Jutland, Aalborg University Hospital, Aalborg, Denmark
| | - Antonio Nicolucci
- Center for Outcomes Research and Clinical Epidemiology, Pescara, Italy
| | - Nina Balk-Møller
- PRO Secretariat, National Health Data Authority, Copenhagen, Denmark
| | - Dorthe B Berthelsen
- Department of Rehabilitation, Municipality of Guldborgsund, Nykoebing F, Denmark
- Section for Biostatistics and Evidence-Based Research, The Parker Institute, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark
| | - Charlotte Glümer
- Center for Diabetes, Copenhagen Municipality, Copenhagen, Denmark
| | - Hans Perrild
- Department of Endocrinology, Frederiksberg-Bisbebjerg Hospital, Copenhagen, Denmark
| | - Pernille Kjær
- Department of Clinical Medicine, Aalborg University, Aalborg, Denmark
| | | | - Lise Havbæk Troelsen
- Steno Diabetes Center North Jutland, Aalborg University Hospital, Aalborg, Denmark
| | - Anna Pietraszek
- Steno Diabetes Center North Jutland, Aalborg University Hospital, Aalborg, Denmark
| | - Danielle Hessler
- Department of Family & Community Medicine, University of California, San Francisco, San Francisco, CA, United States
| | - Sherrie Kaplan
- School of Medicine, University of California, Irvine, Irvine, CA, United States
| | - Niels Ejskjær
- Steno Diabetes Center North Jutland, Aalborg University Hospital, Aalborg, Denmark
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Peeks F, Hoogeveen IJ, Feldbrugge RL, Burghard R, de Boer F, Fokkert‐Wilts MJ, van der Klauw MM, Oosterveer MH, Derks TGJ. A retrospective in-depth analysis of continuous glucose monitoring datasets for patients with hepatic glycogen storage disease: Recommended outcome parameters for glucose management. J Inherit Metab Dis 2021; 44:1136-1150. [PMID: 33834518 PMCID: PMC8519135 DOI: 10.1002/jimd.12383] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Revised: 03/15/2021] [Accepted: 04/07/2021] [Indexed: 11/12/2022]
Abstract
Continuous glucose monitoring (CGM) systems have great potential for real-time assessment of glycemic variation in patients with hepatic glycogen storage disease (GSD). However, detailed descriptions and in-depth analysis of CGM data from hepatic GSD patients during interventions are scarce. This is a retrospective in-depth analysis of CGM parameters, acquired in a continuous, real-time fashion describing glucose management in 15 individual GSD patients. CGM subsets are obtained both in-hospital and at home, upon nocturnal dietary intervention (n = 1), starch loads (n = 11) and treatment of GSD Ib patients with empagliflozin (n = 3). Descriptive CGM parameters, and parameters reflecting glycemic variation and glycemic control are considered useful CGM outcome parameters. Furthermore, the combination of first and second order derivatives, cumulative sum and Fourier analysis identified both subtle and sudden changes in glucose management; hence, aiding assessment of dietary and medical interventions. CGM data interpolation for nocturnal intervals reduced confounding by physical activity and diet. Based on these analyses, we conclude that in-depth CGM analysis can be a powerful tool to assess glucose management and optimize treatment in individual hepatic GSD patients.
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Affiliation(s)
- Fabian Peeks
- Section of Metabolic DiseasesBeatrix Children's Hospital, University Medical Center Groningen, University of GroningenGroningenThe Netherlands
| | - Irene J. Hoogeveen
- Section of Metabolic DiseasesBeatrix Children's Hospital, University Medical Center Groningen, University of GroningenGroningenThe Netherlands
| | | | | | - Foekje de Boer
- Section of Metabolic DiseasesBeatrix Children's Hospital, University Medical Center Groningen, University of GroningenGroningenThe Netherlands
| | - Marieke J. Fokkert‐Wilts
- Section of Metabolic DiseasesBeatrix Children's Hospital, University Medical Center Groningen, University of GroningenGroningenThe Netherlands
| | - Melanie M. van der Klauw
- Department of EndocrinologyUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Maaike H. Oosterveer
- Laboratory of PediatricsUniversity of Groningen, University Medical Center GroningenGroningenThe Netherlands
| | - Terry G. J. Derks
- Section of Metabolic DiseasesBeatrix Children's Hospital, University Medical Center Groningen, University of GroningenGroningenThe Netherlands
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Affiliation(s)
- Jane Speight
- School of Psychology, Deakin University, Geelong, VIC 3216, Australia; The Australian Centre for Behavioural Research in Diabetes, Diabetes Victoria, Melbourne, VIC, Australia.
| | - Norbert Hermanns
- Research Institute Diabetes Academy Mergentheim, Bad Mergentheim, Germany; Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany
| | - Dominic Ehrmann
- Research Institute Diabetes Academy Mergentheim, Bad Mergentheim, Germany; Department of Clinical Psychology and Psychotherapy, University of Bamberg, Bamberg, Germany
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