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Jargalsaikhan U, Kasabji F, Vincze F, Pálinkás A, Kőrösi L, Sándor J. Relationships between the Structural Characteristics of General Medical Practices and the Socioeconomic Status of Patients with Diabetes-Related Performance Indicators in Primary Care. Healthcare (Basel) 2024; 12:704. [PMID: 38610127 PMCID: PMC11011426 DOI: 10.3390/healthcare12070704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 03/16/2024] [Accepted: 03/18/2024] [Indexed: 04/14/2024] Open
Abstract
The implementation of monitoring for general medical practice (GMP) can contribute to improving the quality of diabetes mellitus (DM) care. Our study aimed to describe the associations of DM care performance indicators with the structural characteristics of GMPs and the socioeconomic status (SES) of patients. Using data from 2018 covering the whole country, GMP-specific indicators standardized by patient age, sex, and eligibility for exemption certificates were computed for adults. Linear regression models were applied to evaluate the relationships between GMP-specific parameters (list size, residence type, geographical location, general practitioner (GP) vacancy and their age) and patient SES (education, employment, proportion of Roma adults, housing density) and DM care indicators. Patients received 58.64% of the required medical interventions. A lower level of education (hemoglobin A1c test: β = -0.108; ophthalmic examination: β = -0.100; serum creatinine test: β = -0.103; and serum lipid status test: β = -0.108) and large GMP size (hemoglobin A1c test: β = -0.068; ophthalmological examination β = -0.031; serum creatinine measurement β = -0.053; influenza immunization β = -0.040; and serum lipid status test β = -0.068) were associated with poor indicators. A GP age older than 65 years was associated with lower indicators (hemoglobin A1c test: β = -0.082; serum creatinine measurement: β = -0.086; serum lipid status test: β = -0.082; and influenza immunization: β = -0.032). Overall, the GMP-level DM care indicators were significantly influenced by GMP characteristics and patient SES. Therefore, proper diabetes care monitoring for the personal achievements of GPs should involve the application of adjusted performance indicators.
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Affiliation(s)
- Undraa Jargalsaikhan
- Department of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, H-4012 Debrecen, Hungary; (U.J.); (F.K.); (F.V.); (A.P.)
- Doctoral School of Health Sciences, University of Debrecen, H-4012 Debrecen, Hungary
| | - Feras Kasabji
- Department of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, H-4012 Debrecen, Hungary; (U.J.); (F.K.); (F.V.); (A.P.)
- Doctoral School of Health Sciences, University of Debrecen, H-4012 Debrecen, Hungary
| | - Ferenc Vincze
- Department of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, H-4012 Debrecen, Hungary; (U.J.); (F.K.); (F.V.); (A.P.)
| | - Anita Pálinkás
- Department of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, H-4012 Debrecen, Hungary; (U.J.); (F.K.); (F.V.); (A.P.)
| | - László Kőrösi
- Department of Financing, National Health Insurance Fund, H-1139 Budapest, Hungary;
| | - János Sándor
- Department of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, H-4012 Debrecen, Hungary; (U.J.); (F.K.); (F.V.); (A.P.)
- HUN-REN-DE Public Health Research Group, Department of Public Health and Epidemiology, Faculty of Medicine, University of Debrecen, H-4012 Debrecen, Hungary
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Ling S, Zaccardi F, Issa E, Davies MJ, Khunti K, Brown K. Inequalities in cancer mortality trends in people with type 2 diabetes: 20 year population-based study in England. Diabetologia 2023; 66:657-673. [PMID: 36690836 PMCID: PMC9947024 DOI: 10.1007/s00125-022-05854-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 11/15/2022] [Indexed: 01/25/2023]
Abstract
AIMS/HYPOTHESIS The aim of this study was to describe the long-term trends in cancer mortality rates in people with type 2 diabetes based on subgroups defined by sociodemographic characteristics and risk factors. METHODS We defined a cohort of individuals aged ≥35 years who had newly diagnosed type 2 diabetes in the Clinical Practice Research Datalink between 1 January 1998 and 30 November 2018. We assessed trends in all-cause, all-cancer and cancer-specific mortality rates by age, gender, ethnicity, socioeconomic status, obesity and smoking status. We used Poisson regression to calculate age- and calendar year-specific mortality rates and Joinpoint regression to assess trends for each outcome. We estimated standardised mortality ratios comparing mortality rates in people with type 2 diabetes with those in the general population. RESULTS Among 137,804 individuals, during a median follow-up of 8.4 years, all-cause mortality rates decreased at all ages between 1998 and 2018; cancer mortality rates also decreased for 55- and 65-year-olds but increased for 75- and 85-year-olds, with average annual percentage changes (AAPCs) of -1.4% (95% CI -1.5, -1.3), -0.2% (-0.3, -0.1), 1.2% (0.8, 1.6) and 1.6% (1.5, 1.7), respectively. Higher AAPCs were observed in women than men (1.5% vs 0.5%), in the least deprived than the most deprived (1.5% vs 1.0%) and in people with morbid obesity than those with normal body weight (5.8% vs 0.7%), although all these stratified subgroups showed upward trends in cancer mortality rates. Increasing cancer mortality rates were also observed in people of White ethnicity and former/current smokers, but downward trends were observed in other ethnic groups and non-smokers. These results have led to persistent inequalities by gender and deprivation but widening disparities by smoking status. Constant upward trends in mortality rates were also observed for pancreatic, liver and lung cancer at all ages, colorectal cancer at most ages, breast cancer at younger ages, and prostate and endometrial cancer at older ages. Compared with the general population, people with type 2 diabetes had a more than 1.5-fold increased risk of colorectal, pancreatic, liver and endometrial cancer mortality during the whole study period. CONCLUSIONS/INTERPRETATION In contrast to the declines in all-cause mortality rates at all ages, the cancer burden has increased in older people with type 2 diabetes, especially for colorectal, pancreatic, liver and endometrial cancer. Tailored cancer prevention and early detection strategies are needed to address persistent inequalities in the older population, the most deprived and smokers.
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Affiliation(s)
- Suping Ling
- Leicester Real World Evidence Unit, Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK.
- Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK.
- Department of Non-communicable Disease Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene & Tropical Medicine, London, UK.
| | - Francesco Zaccardi
- Leicester Real World Evidence Unit, Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
- Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration East Midlands (ARC EM), University of Leicester, Leicester, UK
| | - Eyad Issa
- Leicester HPB Unit, Leicester General Hospital, Leicester, UK
- Leicester Cancer Research Centre, Leicester Royal Infirmary, University of Leicester, Leicester, UK
| | - Melanie J Davies
- Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
- National Institute for Health and Care Research (NIHR) Leicester Biomedical Research Centre, University Hospitals of Leicester NHS Trust and the University of Leicester, Leicester, UK
| | - Kamlesh Khunti
- Leicester Real World Evidence Unit, Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
- Leicester Diabetes Research Centre, Leicester General Hospital, University of Leicester, Leicester, UK
- National Institute for Health and Care Research (NIHR) Applied Research Collaboration East Midlands (ARC EM), University of Leicester, Leicester, UK
| | - Karen Brown
- Leicester Cancer Research Centre, Leicester Royal Infirmary, University of Leicester, Leicester, UK
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Chan JCN, Lim LL, Wareham NJ, Shaw JE, Orchard TJ, Zhang P, Lau ESH, Eliasson B, Kong APS, Ezzati M, Aguilar-Salinas CA, McGill M, Levitt NS, Ning G, So WY, Adams J, Bracco P, Forouhi NG, Gregory GA, Guo J, Hua X, Klatman EL, Magliano DJ, Ng BP, Ogilvie D, Panter J, Pavkov M, Shao H, Unwin N, White M, Wou C, Ma RCW, Schmidt MI, Ramachandran A, Seino Y, Bennett PH, Oldenburg B, Gagliardino JJ, Luk AOY, Clarke PM, Ogle GD, Davies MJ, Holman RR, Gregg EW. The Lancet Commission on diabetes: using data to transform diabetes care and patient lives. Lancet 2021; 396:2019-2082. [PMID: 33189186 DOI: 10.1016/s0140-6736(20)32374-6] [Citation(s) in RCA: 297] [Impact Index Per Article: 99.0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 07/06/2020] [Accepted: 11/05/2020] [Indexed: 01/19/2023]
Affiliation(s)
- Juliana C N Chan
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China.
| | - Lee-Ling Lim
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China; Department of Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Nicholas J Wareham
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Jonathan E Shaw
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia; School of Life Sciences, La Trobe University, Melbourne, VIC, Australia
| | - Trevor J Orchard
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, KS, USA
| | - Ping Zhang
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Eric S H Lau
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China
| | - Björn Eliasson
- Institute of Medicine, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Endocrinology and Metabolism, Sahlgrenska University Hospital, Gothenburg, Sweden
| | - Alice P S Kong
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Majid Ezzati
- Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK; Medical Research Council Centre for Environment and Health, Imperial College London, London, UK; WHO Collaborating Centre on NCD Surveillance and Epidemiology, Imperial College London, London, UK
| | - Carlos A Aguilar-Salinas
- Departamento de Endocrinología y Metabolismo, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Margaret McGill
- Diabetes Centre, Royal Prince Alfred Hospital, University of Sydney, Sydney, NSW, Australia
| | - Naomi S Levitt
- Chronic Disease Initiative for Africa, Department of Medicine, Faculty of Medicine and Health Sciences, University of Cape Town, Cape Town, South Africa
| | - Guang Ning
- Shanghai Clinical Center for Endocrine and Metabolic Disease, Department of Endocrinology, Ruijin Hospital, Shanghai Jiaotong University, School of Medicine, Shanghai, China; Shanghai Institute of Endocrine and Metabolic Diseases, Shanghai, China
| | - Wing-Yee So
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Jean Adams
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Paula Bracco
- School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Nita G Forouhi
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Gabriel A Gregory
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia; Sydney Medical School, University of Sydney, Sydney, NSW, Australia
| | - Jingchuan Guo
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, KS, USA
| | - Xinyang Hua
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Emma L Klatman
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia
| | - Dianna J Magliano
- Baker Heart and Diabetes Institute, Melbourne, VIC, Australia; School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia
| | - Boon-Peng Ng
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA; College of Nursing and Disability, Aging and Technology Cluster, University of Central Florida, Orlando, FL, USA
| | - David Ogilvie
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Jenna Panter
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Meda Pavkov
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Hui Shao
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Nigel Unwin
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Martin White
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Constance Wou
- Medical Research Council Epidemiology Unit, Institute of Metabolic Science, University of Cambridge School of Clinical Medicine, Cambridge, UK
| | - Ronald C W Ma
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Maria I Schmidt
- School of Medicine and Hospital de Clínicas de Porto Alegre, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Ambady Ramachandran
- India Diabetes Research Foundation and Dr A Ramachandran's Diabetes Hospitals, Chennai, India
| | - Yutaka Seino
- Center for Diabetes, Endocrinology and Metabolism, Kansai Electric Power Hospital, Osaka, Japan; Yutaka Seino Distinguished Center for Diabetes Research, Kansai Electric Power Medical Research Institute, Kobe, Japan
| | - Peter H Bennett
- Phoenix Epidemiology and Clinical Research Branch, National Institute of Diabetes and Digestive and Kidney Diseases, Phoenix, AZ, USA
| | - Brian Oldenburg
- Nossal Institute for Global Health, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia; WHO Collaborating Centre on Implementation Research for Prevention and Control of NCDs, University of Melbourne, Melbourne, VIC, Australia
| | - Juan José Gagliardino
- Centro de Endocrinología Experimental y Aplicada, UNLP-CONICET-CICPBA, Facultad de Ciencias Médicas, Universidad Nacional de La Plata, La Plata, Argentina
| | - Andrea O Y Luk
- Department of Medicine and Therapeutics, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Hong Kong Institute of Diabetes and Obesity, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China; Asia Diabetes Foundation, Hong Kong Special Administrative Region, China
| | - Philip M Clarke
- Health Economics Research Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK
| | - Graham D Ogle
- Life for a Child Program, Diabetes NSW and ACT, Glebe, NSW, Australia; National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia
| | - Melanie J Davies
- Diabetes Research Centre, University of Leicester, Leicester, UK
| | - Rury R Holman
- Diabetes Trials Unit, Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, Oxford, UK
| | - Edward W Gregg
- Division of Diabetes Translation, US Centers for Disease Control and Prevention, Atlanta, GA, USA; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
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Diabetic retinopathy and diabetic macular oedema pathways and management: UK Consensus Working Group. Eye (Lond) 2021; 34:1-51. [PMID: 32504038 DOI: 10.1038/s41433-020-0961-6] [Citation(s) in RCA: 68] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
The management of diabetic retinopathy (DR) has evolved considerably over the past decade, with the availability of new technologies (diagnostic and therapeutic). As such, the existing Royal College of Ophthalmologists DR Guidelines (2013) are outdated, and to the best of our knowledge are not under revision at present. Furthermore, there are no other UK guidelines covering all available treatments, and there seems to be significant variation around the UK in the management of diabetic macular oedema (DMO). This manuscript provides a summary of reviews the pathogenesis of DR and DMO, including role of vascular endothelial growth factor (VEGF) and non-VEGF cytokines, clinical grading/classification of DMO vis a vis current terminology (of centre-involving [CI-DMO], or non-centre involving [nCI-DMO], systemic risks and their management). The excellent UK DR Screening (DRS) service has continued to evolve and remains world-leading. However, challenges remain, as there are significant variations in equipment used, and reproducible standards of DMO screening nationally. The interphase between DRS and the hospital eye service can only be strengthened with further improvements. The role of modern technology including optical coherence tomography (OCT) and wide-field imaging, and working practices including virtual clinics and their potential in increasing clinic capacity and improving patient experiences and outcomes are discussed. Similarly, potential roles of home monitoring in diabetic eyes in the future are explored. The role of pharmacological (intravitreal injections [IVT] of anti-VEGFs and steroids) and laser therapies are summarised. Generally, IVT anti-VEGF are offered as first line pharmacologic therapy. As requirements of diabetic patients in particular patient groups may vary, including pregnant women, children, and persons with learning difficulties, it is important that DR management is personalised in such particular patient groups. First choice therapy needs to be individualised in these cases and may be intravitreal steroids rather than the standard choice of anti-VEGF agents. Some of these, but not all, are discussed in this document.
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Pierse T, Barry L, Glynn L, Murphy AW, Cruise S, O'Neill C. A comparison, for older people with diabetes, of health and health care utilisation in two different health systems on the island of Ireland. BMC Public Health 2020; 20:1446. [PMID: 32972379 PMCID: PMC7513487 DOI: 10.1186/s12889-020-09529-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 09/10/2020] [Indexed: 11/21/2022] Open
Abstract
Background There are social and economic differences between Northern Ireland (NI) and the Republic of Ireland (ROI). There are also differences in the health care systems in the two jurisdictions. The aims of this study are to compare health (prevalence of diabetes and related complications) and health care utilisation (general practitioner, outpatient or accident and emergency utilisation) among older people with diabetes in the NI and ROI. Methods Large scale comparable surveys of people over 50 years of age in Northern Ireland (NICOLA, wave 1) and the Republic of Ireland (TILDA, wave 1) are used to compare people with diabetes (type I and type II) in the two jurisdictions. The combined data set comprises 1536 people with diabetes. A coarsened exact matching approach is used to compare health care utilisation among people with diabetes in NI and ROI with equivalent demographic, lifestyle and illness characteristics (age, gender, education, smoking status and self-related health, number of other chronic diseases and number of diabetic complications). Results The overall prevalence of diabetes in the 50 to 84 years old age group is 3.4 percentage points higher in NI (11.1% in NI, 7.7% ROI, p-value < 0.01). The diabetic population in NI appear sicker – with more diabetic complications and more chronic illnesses. Comparing people with diabetes in the two jurisdictions with similar levels of illness we find that there are no statistically significant differences in GP, outpatient or A&E utilisation. Conclusion Despite the proximity of NI and ROI there are substantial differences in the prevalence of diabetes and its related complications. Despite differences in the health services in the two jurisdictions the differences in health care utilisation for an equivalent cohort are small.
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Affiliation(s)
- Tom Pierse
- Health Economic and Policy Analysis Centre, National University of Ireland Galway, Galway, Ireland
| | - Luke Barry
- Health Economic and Policy Analysis Centre, National University of Ireland Galway, Galway, Ireland
| | - Liam Glynn
- Graduate Entry Medical School and Health Research Institute, University of Limerick, Limerick, Ireland
| | - Andrew W Murphy
- Discipline of General Practice, School of Medicine, National University of Ireland Galway, Galway, Ireland
| | - Sharon Cruise
- Centre for Public Health, Queens University Belfast, Belfast, UK
| | - Ciaran O'Neill
- Centre for Public Health, Queens University Belfast, Belfast, UK.
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Mathur R, Palla L, Farmer RE, Chaturvedi N, Smeeth L. Ethnic differences in the severity and clinical management of type 2 diabetes at time of diagnosis: A cohort study in the UK Clinical Practice Research Datalink. Diabetes Res Clin Pract 2020; 160:108006. [PMID: 31923438 PMCID: PMC7042884 DOI: 10.1016/j.diabres.2020.108006] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Revised: 12/15/2019] [Accepted: 01/02/2020] [Indexed: 11/21/2022]
Abstract
AIMS To characterize ethnic differences in the severity and clinical management of type 2 diabetes at initial diagnosis. METHODS An observational cohort study of 179,886 people with incident type 2 diabetes between 2004 and 2017 in the Clinical Practice Research Datalink was undertaken; 63.4% of the cohort were of white ethnicity, 3.9% south Asian, and 1.6% black. Ethnic differences in clinical profile at diagnosis, consultation rates, and risk factor recording were derived from linear and logistic regression. Cox-proportional hazards regression was used to determine ethnic differences in time to initiation of therapeutic and non-therapeutic management following diagnosis. All analyses adjusted for age, sex, deprivation, and clustering by practice. RESULTS In the 12 months prior to diagnosis, non-white groups had fewer consultations compared to white groups, but risk factor recording was better than or equivalent to white groups for 9/10 risk factors for south Asian groups and 8/10 risk factors for black groups (p < 0.002). Blood pressure, BMI, cholesterol, eGFR, and CVD risk levels were more favourable in non-white groups, and prevalence of macrovascular disease was significantly lower (p < 0.003). Time to initiation of antidiabetic treatment and first risk assessment was faster in non-white groups relative to white groups, while time to risk factor measurement and diabetes review was slower. CONCLUSIONS We find limited evidence of systematic ethnic inequalities around the time of type 2 diabetes diagnosis. Ethnic disparities in downstream consequences may relate to genetic risk factors, or manifest later in the care pathway, potentially in relation to long-term risk factor control.
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Affiliation(s)
- R Mathur
- London School of Hygiene & Tropical Medicine, Department of Non-Communicable Disease Epidemiology, Keppel Street, London WC1E 7HT, UK.
| | - L Palla
- London School of Hygiene & Tropical Medicine, Department of Non-Communicable Disease Epidemiology, Keppel Street, London WC1E 7HT, UK.
| | - R E Farmer
- London School of Hygiene & Tropical Medicine, Department of Non-Communicable Disease Epidemiology, Keppel Street, London WC1E 7HT, UK.
| | - N Chaturvedi
- University College London, Institute of Cardiovascular Sciences, Gower Street, London WC1E 6BT, UK.
| | - L Smeeth
- London School of Hygiene & Tropical Medicine, Department of Non-Communicable Disease Epidemiology, Keppel Street, London WC1E 7HT, UK.
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Miranda JJ, Lazo-Porras M, Bernabe-Ortiz A, Pesantes MA, Diez-Canseco F, Cornejo SDP, Trujillo AJ. The effect of individual and mixed rewards on diabetes management: A feasibility randomized controlled trial. Wellcome Open Res 2019; 3:139. [PMID: 30662958 PMCID: PMC6325609 DOI: 10.12688/wellcomeopenres.14824.3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2019] [Indexed: 11/20/2022] Open
Abstract
Background: Incentives play a role in introducing health-related benefits, but no interventions using mixed incentives, i.e. a combination of individual and group incentives, have been tested in individuals with type 2 diabetes mellitus (T2DM). We evaluated the feasibility of implementing individual- and mixed-incentives, with and without a supportive partner, on glycated haemoglobin (HbA1c) control and weight loss among patients with T2DM. Methods: This is a feasibility, sex-stratified, single-blinded, randomized controlled study in individuals with T2DM. All participants received diabetes education and tailored goal setting for weight and glycated haemoglobin (HbA1c). Participants were randomly assigned into three arms: individual incentives (Arm 1), mixed incentives-altruism (Arm 2), and mixed incentives-cooperation (Arm 3). Participants were accompanied by a diabetes educator every other week to monitor targets, and the intervention period lasted 3 months. The primary outcome was the change in HbA1c at 3 months from baseline. Weight and change body mass index (BMI) were considered as secondary outcomes. Results: Out of 783 patients screened, a total of 54 participants, 18 per study arm, were enrolled and 44 (82%) completed the 3-month follow-up. Mean baseline HbA1c values were 8.5%, 7.9% and 8.2% in Arm 1, Arm 2, and Arm 3, respectively. At 3 months, participants in all three study arms showed reductions in HbA1c ranging from -0.9% in Arm 2 to -1.4% in Arm 1. Weight and BMI also showed reductions. Conclusions: Individual and mixed cash incentives show important reductions in HbA1c, weight and BMI in patients with type 2 diabetes mellitus after 3 months. Recruitment and uptake of the intervention were successfully accomplished demonstrating feasibility to conduct larger effectiveness studies to test individual and mixed economic incentives for diabetes management. Registration: ClinicalTrials.gov Identifier NCT02891382.
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Affiliation(s)
- J. Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - María Lazo-Porras
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Antonio Bernabe-Ortiz
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - M. Amalia Pesantes
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Francisco Diez-Canseco
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | - Antonio J. Trujillo
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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Miranda JJ, Lazo-Porras M, Bernabe-Ortiz A, Pesantes MA, Diez-Canseco F, Cornejo SDP, Trujillo AJ. The effect of individual and mixed rewards on diabetes management: A feasibility randomized controlled trial. Wellcome Open Res 2018; 3:139. [PMID: 30662958 PMCID: PMC6325609 DOI: 10.12688/wellcomeopenres.14824.2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/19/2018] [Indexed: 11/20/2022] Open
Abstract
Background: Incentives play a role in introducing health-related benefits, but no interventions using mixed incentives, i.e. a combination of individual and group incentives, have been tested in individuals with type 2 diabetes mellitus (T2DM). We evaluated the feasibility of implementing individual- and mixed-incentives, with and without a supportive partner, on glycated haemoglobin (HbA1c) control and weight loss among patients with T2DM. Methods: This is a feasibility, sex-stratified, single-blinded, randomized controlled study in individuals with T2DM. All participants received diabetes education and tailored goal setting for weight and glycated haemoglobin (HbA1c). Participants were randomly assigned into three arms: individual incentives (Arm 1), mixed incentives-altruism (Arm 2), and mixed incentives-cooperation (Arm 3). Participants were accompanied by a diabetes educator every other week to monitor targets, and the intervention period lasted 3 months. The primary outcome was the change in HbA1c at 3 months from baseline. Weight and change body mass index (BMI) were considered as secondary outcomes. Results: Out of 783 patients screened, a total of 54 participants, 18 per study arm, were enrolled and 44 (82%) completed the 3-month follow-up. Mean baseline HbA1c values were 8.5%, 7.9% and 8.2% in Arm 1, Arm 2, and Arm 3, respectively. At 3 months, participants in all three study arms showed reductions in HbA1c ranging from -0.9% in Arm 2 to -1.4% in Arm 1. Weight and BMI also showed reductions. Conclusions: Individual and mixed cash incentives show important reductions in HbA1c, weight and BMI in patients with type 2 diabetes mellitus after 3 months. Recruitment and uptake of the intervention were successfully accomplished demonstrating feasibility to conduct larger effectiveness studies to test individual and mixed economic incentives for diabetes management. Registration: ClinicalTrials.gov Identifier NCT02891382.
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Affiliation(s)
- J. Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - María Lazo-Porras
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Antonio Bernabe-Ortiz
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - M. Amalia Pesantes
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Francisco Diez-Canseco
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | - Antonio J. Trujillo
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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Miranda JJ, Lazo-Porras M, Bernabe-Ortiz A, Pesantes MA, Diez-Canseco F, Cornejo SDP, Trujillo AJ. The effect of individual and mixed rewards on diabetes management: A feasibility randomized controlled trial. Wellcome Open Res 2018; 3:139. [PMID: 30662958 PMCID: PMC6325609 DOI: 10.12688/wellcomeopenres.14824.1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/11/2018] [Indexed: 12/11/2022] Open
Abstract
Background: Incentives play a role in introducing health-related benefits, but no interventions using mixed incentives, i.e. a combination of individual and group incentives, have been tested in individuals with type 2 diabetes mellitus (T2DM). We evaluated the feasibility of implementing individual- and mixed-incentives, with and without a supportive partner, on glycated haemoglobin (HbA1c) control and weight loss among patients with T2DM. Methods: This is a feasibility, sex-stratified, single-blinded, randomized controlled study in individuals with T2DM. All participants received diabetes education and tailored goal setting for weight and glycated haemoglobin (HbA1c). Participants were randomly assigned into three arms: individual incentives (Arm 1), mixed incentives-altruism (Arm 2), and mixed incentives-cooperation (Arm 3). Participants were accompanied by a diabetes educator every other week to monitor targets, and the intervention period lasted 3 months. The primary outcome was the change in HbA1c at 3 months from baseline. Weight and change body mass index (BMI) were considered as secondary outcomes. Results: Out of 783 patients screened, a total of 54 participants, 18 per study arm, were enrolled and 44 (82%) completed the 3-month follow-up. Mean baseline HbA1c values were 8.5%, 7.9% and 8.2% in Arm 1, Arm 2, and Arm 3, respectively. At 3 months, participants in all three study arms showed reductions in HbA1c ranging from -0.9% in Arm 2 to -1.4% in Arm 1. Weight and BMI also showed reductions. Conclusions: Individual and mixed cash incentives show important reductions in HbA1c, weight and BMI in patients with type 2 diabetes mellitus after 3 months. Recruitment and uptake of the intervention were successfully accomplished demonstrating feasibility to conduct larger effectiveness studies to test individual and mixed economic incentives for diabetes management. Registration: ClinicalTrials.gov Identifier NCT02891382.
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Affiliation(s)
- J. Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - María Lazo-Porras
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Antonio Bernabe-Ortiz
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - M. Amalia Pesantes
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Francisco Diez-Canseco
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | - Antonio J. Trujillo
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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Herrero Gil AM, Pinillos Robles J, Sabio Repiso P, Martín Maldonado JL, Garzón González G, Gil de Miguel Á. [Trends in the level of control of patients with type 2 diabetes from 2010 to 2015]. Aten Primaria 2018; 50:459-466. [PMID: 28838742 PMCID: PMC6836903 DOI: 10.1016/j.aprim.2017.04.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2017] [Revised: 04/03/2017] [Accepted: 04/05/2017] [Indexed: 01/02/2023] Open
Abstract
INTRODUCTION Aim: To examine the trend in the level of control of glycated haemoglobin (HbA1c), blood pressure (BP), and LDL-cholesterol (LDL) in patients with type 2 diabetes mellitus between 2010 and 2015. METHODS Setting: 3 cut-offs in the years 2010, 2013, and 2015. Southeast area of Madrid. DESIGN Descriptive and cross-sectional epidemiological study. PARTICIPANTS Patients diagnosed and registered with type 2 diabetes. N=41,096 (2010), n=49,658 (2013), n=6,674 (2015) MAIN MEASUREMENTS: Measurement or not in the last year of HbA1c, BP, and LDL. Control of HbA1c (<7% individual targeting), BP (<140/90mmHg), and LDL (<100mg/dL, if cardiovascular disease <70mg/dL). Data were collected from electronic records of clinical history. The Chi-square test was used. RESULTS The percentages of patients with each parameter measured in 2010, 2013 and 2015 were: HbA1c: 36.4%, 37.0%, 62.0% (P<.001); BP: 33.2%, 43.3%, 65.0% (P<.001); LDL: 32.9%, 33.2%, 43.5% (P<.001). The percentages of patients with each parameter measured and controlled in 2010, 2013, and 2015 were: HbA1c: 59.6%, 59.1%, 79.6% (P<.001); BP: 74.9%, 67.4%, 79.2% (P<.001); LDL: 41.8%, 58.3%, 58.8% (P<.001) CONCLUSION: In the 2010-2015 period, a sustained but insufficient trend of better control of HbA1c, BP and LDL was observed in patients with diabetes. The frequency of the measurements of these parameters improved more than the control of them. It seems that efforts to improve care for the patient with diabetes pay off, but they still have to be maintained.
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Affiliation(s)
| | | | | | | | | | - Ángel Gil de Miguel
- Departamento de Medicina Preventiva y Salud Pública, Universidad Rey Juan Carlos, Madrid, España
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11
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Laxy M, Wilson ECF, Boothby CE, Griffin SJ. How good are GPs at adhering to a pragmatic trial protocol in primary care? Results from the ADDITION-Cambridge cluster-randomised pragmatic trial. BMJ Open 2018; 8:e015295. [PMID: 29903781 PMCID: PMC6009504 DOI: 10.1136/bmjopen-2016-015295] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
OBJECTIVE To assess the fidelity of general practitioners' (GPs) adherence to a long-term pragmatic trial protocol. DESIGN Retrospective analyses of electronic primary care records of participants in the pragmatic cluster-randomised ADDITION (Anglo-Danish-Dutch Study of Intensive Treatment In People with Screen Detected Diabetes in Primary Care)-Cambridge trial, comparing intensive multifactorial treatment (IT) versus routine care (RC). Data were collected from the date of diagnosis until December 2010. SETTING Primary care surgeries in the East of England. STUDY SAMPLE/PARTICIPANTS A subsample (n=189, RC arm: n=99, IT arm: n=90) of patients from the ADDITION-Cambridge cohort (867 patients), consisting of patients 40-69 years old with screen-detected diabetes mellitus. INTERVENTIONS In the RC arm treatment was delivered according to concurrent treatment guidelines. Surgeries in the IT arm received funding for additional contacts between GPs/nurses and patients, and GPs were advised to follow more intensive treatment algorithms for the management of glucose, lipids and blood pressure and aspirin therapy than in the RC arm. OUTCOME MEASURES The number of annual contacts between patients and GPs/nurses, the proportion of patients receiving prescriptions for cardiometabolic medication in years 1-5 after diabetes diagnosis and the adherence to prescription algorithms. RESULTS The difference in the number of annual GP contacts (β=0.65) and nurse contacts (β=-0.15) between the study arms was small and insignificant. Patients in the IT arm were more likely to receive glucose-lowering (OR=3.27), ACE-inhibiting (OR=2.03) and lipid-lowering drugs (OR=2.42, all p values <0.01) than patients in the RC arm. The prescription adherence varied between medication classes, but improved in both trial arms over the 5-year follow-up. CONCLUSIONS The adherence of GPs to different aspects of the trial protocol was mixed. Background changes in healthcare policy need to be considered as they have the potential to dilute differences in treatment intensity and hence incremental effects. TRIAL REGISTRATION NUMBER ISRCTN86769081.
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Affiliation(s)
- Michael Laxy
- Institute of Health Economics, Helmholtz Zentrum München, Neuherberg, Germany
- German Center for Diabetes Research, Neuherberg, Germany
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | - Edward C F Wilson
- Cambridge Centre for Health Services Research, University of Cambridge, Cambridge, UK
| | - Clare E Boothby
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | - Simon J Griffin
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
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12
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de Bruin M, Dima AL, Texier N, van Ganse E. Explaining the Amount and Consistency of Medical Care and Self-Management Support in Asthma: A Survey of Primary Care Providers in France and the United Kingdom. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY-IN PRACTICE 2018; 6:1916-1925.e7. [PMID: 29753036 DOI: 10.1016/j.jaip.2018.04.039] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Received: 04/27/2017] [Revised: 04/25/2018] [Accepted: 04/26/2018] [Indexed: 11/19/2022]
Abstract
BACKGROUND The quality of asthma primary care may vary between countries, health care practices, and health care professionals (HCPs). Identifying and explaining such differences is critical for health services improvement. OBJECTIVES To examine the quality of asthma primary care in France and United Kingdom, and identify within-country and between-country predictors amenable to intervention. METHODS An online questionnaire to capture asthma medical care and self-management support, practice characteristics, and psychosocial determinants was completed by 276 HCPs. Mokken scaling analyses were used to examine item structure and consistency. Hierarchical regression analyses were used to identify predictors of the amount (number of asthma care activities HCPs delivered) and consistency (the degree to which HCPs deliver similar care) of asthma medical care and self-management support. RESULTS On average, HCPs reported delivering 74.2% of guideline-recommended care. Consistency of medical care and self-management support was lower among HCPs delivering a lower amount of care (r = 0.58 and r = 0.57, P < .001). UK HCPs provided more and more consistent asthma self-management support-but not medical care-than French HCPs, which was explained by the presence of practice nurses in the United Kingdom. More training, positive social norms, and higher behavioral control explained better quality of care across all HCPs. CONCLUSIONS Using carefully developed questionnaires and advanced psychometric analyses, this study suggests that involving practice nurses, making social expectations visible, and providing more training to enhance skills and confidence in asthma care delivery could enhance the amount and consistency of asthma primary care. This needs to be corroborated in a future intervention trial.
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Affiliation(s)
- Marijn de Bruin
- Institute of Applied Health Sciences, University of Aberdeen, Aberdeen, United Kingdom; Amsterdam School of Communication Research (ASCoR), University of Amsterdam, Amsterdam, the Netherlands.
| | - Alexandra L Dima
- Amsterdam School of Communication Research (ASCoR), University of Amsterdam, Amsterdam, the Netherlands
| | | | - Eric van Ganse
- Respiratory Medicine, Croix-Rousse University Hospital, Lyon, France; Department of Pharmacoepidemiology, PELyon-EA 7425-HESPER-Claude Bernard Lyon 1 University, Lyon, France
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13
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Mathur R, Bhaskaran K, Edwards E, Lee H, Chaturvedi N, Smeeth L, Douglas I. Population trends in the 10-year incidence and prevalence of diabetic retinopathy in the UK: a cohort study in the Clinical Practice Research Datalink 2004-2014. BMJ Open 2017; 7:e014444. [PMID: 28246144 PMCID: PMC5337737 DOI: 10.1136/bmjopen-2016-014444] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2016] [Revised: 11/18/2016] [Accepted: 12/19/2016] [Indexed: 01/01/2023] Open
Abstract
OBJECTIVES To describe trends in the incidence and prevalence of diabetic retinopathy (DR) in the UK by diabetes type, age, sex, ethnicity, deprivation, region and calendar year. DESIGN Cohort study using the Clinical Practice Research Datalink (CPRD). SETTING UK primary care. PARTICIPANTS 7.7 million patients ≥12 contributing to the CPRD from 2004 to 2014. PRIMARY AND SECONDARY OUTCOME MEASURES Age-standardised prevalence and incidence of diabetes, DR and severe DR (requiring photocoagulation) by calendar year and population subgroup. Relative risk of developing DR and severe DR by population subgroup. RESULTS The prevalence of DR was 48.4% in the population type 1 diabetes mellitus (T1DM) (14 846/30 657) and 28.3% (95 807/338 390) in the population with type 2 diabetes mellitus (T2DM). Prevalence of DR remained stable in people with T2DM and decreased in people with T1DM. Screening for DR increased over time for patients with T2DM and remained static for patients with T1DM Incidence of DR increased in parallel with the incidence of T2DM in both diabetic populations. Among patients with T2DM, relative risk of DR varied significantly by region, was increased for older age groups and in men compared with women, with risk of severe DR increased in South Asian groups and more deprived groups. Relative risk of DR for patients with T1DM varied by age and region, but not by gender, ethnic group or deprivation. CONCLUSIONS This is the largest study to date examining the burden of DR in the UK. Regional disparities in incidence may relate to differences in screening delivery and disease ascertainment. Evidence that deprivation and ethnicity are associated with a higher risk of severe DR highlights a significant potential health inequality. Findings from this study will have implications for professionals working in the diabetes and sight loss sectors, particularly to inform approaches for diagnosis of retinopathy and campaigning to better tackle the disease for at risk groups.
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Affiliation(s)
- Rohini Mathur
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Krishnan Bhaskaran
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Emma Edwards
- Royal National Institute of Blind People, London, UK
| | - Helen Lee
- Royal National Institute of Blind People, London, UK
| | | | - Liam Smeeth
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
| | - Ian Douglas
- Department of Non-communicable Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, UK
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14
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Bain SC, Feher M, Russell-Jones D, Khunti K. Management of type 2 diabetes: the current situation and key opportunities to improve care in the UK. Diabetes Obes Metab 2016; 18:1157-1166. [PMID: 27491724 DOI: 10.1111/dom.12760] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Accepted: 08/01/2016] [Indexed: 12/22/2022]
Abstract
In common with global trends, the number of individuals with type 2 diabetes in the UK is rising, driven largely by obesity. The increasing prevalence of younger individuals with type 2 diabetes is of particular concern because of the accelerated course of diabetes-related complications that is observed in this population. The importance of good glycaemic control in the prevention of microvascular complications of diabetes is widely accepted, and there is a growing body of evidence to support a benefit in the reduction of cardiovascular events in the long term. Despite the importance of maintaining a healthy weight for the prevention of type 2 diabetes, the results from trials of lifestyle intervention strategies to reduce body weight have been disappointing. New glucose-lowering agents offer some promise in this regard, offering an opportunity to combat the dual burden of hyperglycaemia and obesity simultaneously. The timing and appropriate choice of glucose-lowering therapy has never been more complex as a result of rising prevalence of obesity in the young, concomitant obesity in some 90% of adults with type 2 diabetes and an ever-increasing range of therapeutic options. The present review evaluates performance measures specific to weight and glycaemic control in type 2 diabetes in the UK using data from the Quality and Outcomes Framework in England and Wales, and the Scottish Diabetes Survey. Potential barriers to improvement in standards of care for people with type 2 diabetes are considered, including patient factors, clinical inertia and the difficulties in translating therapeutic guidelines into everyday clinical practice.
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Affiliation(s)
- S C Bain
- Institute of Life Sciences, University of Swansea, Swansea, UK
| | - M Feher
- Beta Cell Diabetes Centre, Chelsea and Westminster Hospital, London, UK
| | - D Russell-Jones
- Diabetes and Research, Centre for Endocrinology, Royal Surrey County Hospital, Guildford, UK
- Diabetes and Metabolic Medicine, Faculty of Health and Medical Sciences, University of Surrey, Guildford, UK
| | - K Khunti
- Diabetes Research Centre, University of Leicester, Leicester, UK
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15
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Shivashankar R, Bhalla S, Kondal D, Ali MK, Prabhakaran D, Venkat Narayan KM, Tandon N. Adherence to diabetes care processes at general practices in the National Capital Region-Delhi, India. Indian J Endocrinol Metab 2016; 20:329-336. [PMID: 27186549 PMCID: PMC4855960 DOI: 10.4103/2230-8210.180000] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
AIM To assess the level of adherence to diabetes care processes, and associated clinic and patient factors at general practices in Delhi, India. METHODS We interviewed physicians (n = 23) and patients with diabetes (n = 406), and reviewed patient charts at general practices (government = 5; private = 18). We examined diabetes care processes, specifically measurement of weight, blood pressure (BP), glycated hemoglobin (HbA1c), lipids, electrocardiogram, dilated eye, and a foot examination in the last one year. We analyzed clinic and patient factors associated with a number of care processes achieved using multilevel Poisson regression model. RESULTS The average number of clinic visits per patient was 8.8/year (standard deviation = 5.7), and physicians had access to patient's previous records in only 19.7% of patients. Dilated eye exam, foot exam, and electrocardiogram were completed in 7.4%, 15.1%, and 29.1% of patients, respectively. An estimated 51.7%, 88.4%, and 28.1% had ≥1 measurement of HbA1c, BP, and lipids, respectively. Private clinics, physician access to patient's previous records, use of nonphysicians, patient education, and the presence of diabetes complication were positively associated with a number of care processes in the multivariable model. CONCLUSION Adherence to diabetes care processes was suboptimal. Encouraging implementation of quality improvement strategies like Chronic Care Model elements at general practices may improve diabetes care.
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Affiliation(s)
- Roopa Shivashankar
- Centre of Chronic Conditions and Injuries, Public Health Foundation of India, New Delhi, India
- Centre for Control of Chronic Conditions(4C), New Delhi, India
| | - Sandeep Bhalla
- Centre of Chronic Conditions and Injuries, Public Health Foundation of India, New Delhi, India
- Centre for Control of Chronic Conditions(4C), New Delhi, India
| | - Dimple Kondal
- Centre of Chronic Conditions and Injuries, Public Health Foundation of India, New Delhi, India
- Centre for Control of Chronic Conditions(4C), New Delhi, India
| | - Mohammed K. Ali
- Emory Global Diabetes Research Center, Rollins School of Public Health, Emory University, Atlanta, GA, USA
- Centre for Control of Chronic Conditions(4C), New Delhi, India
| | - Dorairaj Prabhakaran
- Centre of Chronic Conditions and Injuries, Public Health Foundation of India, New Delhi, India
- Centre for Control of Chronic Conditions(4C), New Delhi, India
| | - K. M. Venkat Narayan
- Emory Global Diabetes Research Center, Rollins School of Public Health, Emory University, Atlanta, GA, USA
- Centre for Control of Chronic Conditions(4C), New Delhi, India
| | - Nikhil Tandon
- Department of Endocrinology and Metabolism, All India Institute of Medical Sciences, New Delhi, India
- Centre for Control of Chronic Conditions(4C), New Delhi, India
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16
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Seidu S, Walker NS, Bodicoat DH, Davies MJ, Khunti K. A systematic review of interventions targeting primary care or community based professionals on cardio-metabolic risk factor control in people with diabetes. Diabetes Res Clin Pract 2016; 113:1-13. [PMID: 26972954 DOI: 10.1016/j.diabres.2016.01.022] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Accepted: 01/14/2016] [Indexed: 11/22/2022]
Abstract
OBJECTIVE To review the interventions targeting primary care or community based professionals on glycaemic and cardiovascular risk factor control in people with diabetes. RESEARCH DESIGN AND METHODS A systematic review of randomised controlled trials evaluating the effectiveness of interventions targeting primary care or community based professionals on diabetes and cardiovascular risk factor control. We conducted searches in MEDLINE database from inception up to 27th September 2015. We also retrieved articles related to diabetes from the Cochrane EPOC database and EMBASE and scanned bibliographies for key articles. RESULTS There was heterogeneity in terms of interventions and participants amongst the 30 studies (39,439 patients) that met the inclusion criteria. Nine of the studies focused on general or family practitioners, five on pharmacists, three on nurses and one each on dieticians and community workers. Twelve studies targeted multi-disciplinary teams. Educational interventions did not seem to have a positive impact on HbA1c, systolic blood pressure or lipid profiles. The use of telemedicine, clinician reminders and feedback showed mixed results but there was a level of consistency in improvement in HbA1c when multifaceted interventions on multidisciplinary teams were implemented. Targeting general or family physicians was largely ineffective in improving the cardiovascular risk factors considered, except when using a computer application on insulin handling of type 2 diabetes or customised simulated cases with feedbacks. Similarly, interventions targeting nurses did not improve outcomes compared to standard care. CONCLUSIONS Multifaceted professional interventions were more effective than single interventions targeting single primary or community care professionals in improving glycaemic control.
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Affiliation(s)
- S Seidu
- Leicester Diabetes Centre, Leicester General Hospital, Gwendolen Road, Leicester LE5 4WP, UK; Diabetes Research Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4WP, UK.
| | - N S Walker
- Department of Health Sciences, University of Leicester, 22-28 Princess Road West, Leicester LE1 6TP, UK
| | - D H Bodicoat
- Leicester Diabetes Centre, Leicester General Hospital, Gwendolen Road, Leicester LE5 4WP, UK; Diabetes Research Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4WP, UK
| | - M J Davies
- Leicester Diabetes Centre, Leicester General Hospital, Gwendolen Road, Leicester LE5 4WP, UK; Diabetes Research Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4WP, UK
| | - K Khunti
- Leicester Diabetes Centre, Leicester General Hospital, Gwendolen Road, Leicester LE5 4WP, UK; Diabetes Research Centre, University of Leicester, Leicester General Hospital, Gwendolen Road, Leicester LE5 4WP, UK
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17
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Torre C, Guerreiro J, de Oliveira Martins S, Raposo JF, Martins AP, Leufkens H. Patterns of glucose lowering drugs utilization in Portugal and in the Netherlands. Trends over time. Prim Care Diabetes 2015; 9:482-489. [PMID: 25911273 DOI: 10.1016/j.pcd.2015.03.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/06/2014] [Revised: 02/05/2015] [Accepted: 03/19/2015] [Indexed: 10/23/2022]
Abstract
AIMS To compare the temporal trends in the consumption patterns of glucose lowering drugs (GLD) between Portugal and the Netherlands from 2004 to 2013 and to examine possible reasons behind the cross-national variation found. METHODS All GLD (ATC pharmacological subgroup A10B) were selected for analysis. Consumption data were obtained for the 10-year period. Portuguese and Dutch drug estimates were obtained from nationwide databases. RESULTS The consumption of GLD increased in Portugal from 52.9 defined daily dose per 1000 inhabitants per day (DHD) in 2004 to 70.0 DHD in 2013 and in the Netherlands from 44.9 DHD in 2004 to 50.7 DHD in 2013. In Portugal, the use of fixed-dose combinations, especially with dipeptidyl peptidase-4 inhibitors (DPP-4) increased remarkably and in 2013 represented almost a quarter of total GLD consumption. In the Netherlands, the use of combinations was residual. CONCLUSIONS The consumption of GLD rose over the 10-year period in both countries. However, Portuguese overall consumption and costs of GLD were higher. The differentially rapid uptake of DPP-4 inhibitors in Portugal was the main driver of the cost difference.
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Affiliation(s)
- Carla Torre
- Centre for Health Evaluation & Research (CEFAR), National Association of Pharmacies, Lisboa, Portugal; Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Portugal.
| | - José Guerreiro
- Centre for Health Evaluation & Research (CEFAR), National Association of Pharmacies, Lisboa, Portugal
| | - Sofia de Oliveira Martins
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Portugal; Faculty of Pharmacy, University of Lisbon, Lisboa, Portugal
| | - João Filipe Raposo
- Faculty of Medical Sciences, New University of Lisbon, Lisboa, Portugal; Portuguese Diabetes Association (APDP), Lisboa, Portugal
| | - Ana Paula Martins
- Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Portugal; Faculty of Pharmacy, University of Lisbon, Lisboa, Portugal
| | - Hubert Leufkens
- Division of Pharmacoepidemiology and Clinical Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands
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18
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Change in cardiovascular risk factors following early diagnosis of type 2 diabetes: a cohort analysis of a cluster-randomised trial. Br J Gen Pract 2015; 64:e208-16. [PMID: 24686885 PMCID: PMC3964458 DOI: 10.3399/bjgp14x677833] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Background There is little evidence to inform the targeted treatment of individuals found early in the diabetes disease trajectory. Aim To describe cardiovascular disease (CVD) risk profiles and treatment of individual CVD risk factors by modelled CVD risk at diagnosis; changes in treatment, modelled CVD risk, and CVD risk factors in the 5 years following diagnosis; and how these are patterned by socioeconomic status. Design and setting Cohort analysis of a cluster-randomised trial (ADDITION-Europe) in general practices in Denmark, England, and the Netherlands. Method A total of 2418 individuals with screen-detected diabetes were divided into quartiles of modelled 10-year CVD risk at diagnosis. Changes in treatment, modelled CVD risk, and CVD risk factors were assessed at 5 years. Results The largest reductions in risk factors and modelled CVD risk were seen in participants who were in the highest quartile of modelled risk at baseline, suggesting that treatment was offered appropriately. Participants in the lowest quartile of risk at baseline had very similar levels of modelled CVD risk at 5 years and showed the least variation in change in modelled risk. No association was found between socioeconomic status and changes in CVD risk factors, suggesting that treatment was equitable. Conclusion Diabetes management requires setting of individualised attainable targets. This analysis provides a reference point for patients, clinicians, and policymakers when considering goals for changes in risk factors early in the course of the disease that account for the diverse cardiometabolic profile present in individuals who are newly diagnosed with type 2 diabetes.
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Al-Sinani S, Al-Mamari A, Woodhouse N, Al-Shafie O, Amar F, Al-Shafaee M, Hassan M, Bayoumi R. Quality of diabetes care at outpatient clinic, sultan qaboos university hospital. Oman Med J 2015; 30:48-54. [PMID: 25830001 DOI: 10.5001/omj.2015.09] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2014] [Accepted: 01/05/2015] [Indexed: 11/03/2022] Open
Abstract
OBJECTIVE To assess the clinical care of type 2 diabetes mellitus (T2D) patients at Sultan Qaboos University Hospital (SQUH), a countrywide tertiary referral center in Muscat, Oman. . METHODS We performed a retrospective, observational, cross-sectional study using a total of 673 Omani T2D patients from the Diabetes and Family Medicine Clinics at SQUH. We collected patient data from June 2010 to February 2012 from the Hospital Information System (HIS). Patients had to be Omani, aged more than 18 years old, and have T2D with active follow-up and at least three visits within one year to be included in the study. Ninety-three percent of the patients (n=622) were on oral hypoglycemic drugs and/or insulin, and 70% were on statins. Patients' anthropometric data, biochemical investigations, blood pressure, and duration of diabetes were recorded from the HIS. . RESULTS Using the recommended standards and guidelines of medical care in diabetes (American Diabetes Association and the American National Cholesterol Education Program III NCDP NIII standards), we observed that 22% of the patients achieved a HbA1C goal of <7%, 47% achieved blood pressure goal of <140/80mm Hg, 48% achieved serum low density lipoprotein cholesterol goal of <2.6mmol/L, 67% achieved serum triglycerides goal of <1.7 mmol/L, 59% of males and 43% of females achieved high density lipoprotein cholesterol goals (males>1.0; females >1.3mmol/L). Almost 60% of the patients had urinary microalbumin/creatinine ratio within the normal range. . CONCLUSIONS The clinical outcomes of the care that T2D patients get at SQUH were lower than those reported in Europe and North America. However, it is similar to those reported in other countries in the Arabian Gulf.
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Affiliation(s)
- Sawsan Al-Sinani
- Department of Biochemistry, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Ali Al-Mamari
- Department of Medicine, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Nicolas Woodhouse
- Department of Medicine, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Omaiyma Al-Shafie
- Department of Medicine, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Fatima Amar
- Department of Medicine, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Mohammed Al-Shafaee
- Department of Family & Community Medicine, College of Medicine and Health Sciences, Sultan Qaboos University,
Muscat, Oman
| | - Mohammed Hassan
- Department of Physiology, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
| | - Riad Bayoumi
- Department of Biochemistry, College of Medicine and Health Sciences, Sultan Qaboos University, Muscat, Oman
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Feasibility and quality of cardiovascular disease prevention within a community-based health insurance program in rural Nigeria. J Hypertens 2015; 33:366-75. [DOI: 10.1097/hjh.0000000000000401] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Shivashankar R, Kirk K, Kim WC, Rouse C, Tandon N, Narayan KMV, Ali MK. Quality of diabetes care in low- and middle-income Asian and Middle Eastern countries (1993-2012): 20-year systematic review. Diabetes Res Clin Pract 2015; 107:203-23. [PMID: 25529849 DOI: 10.1016/j.diabres.2014.11.004] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Revised: 10/07/2014] [Accepted: 11/23/2014] [Indexed: 12/21/2022]
Abstract
OBJECTIVE To assess the extent to which people with diabetes in low- and middle-income countries (LMIC) of Asia and the Middle East met evidence-based care recommendations through a systematic review of published literature. METHODS Electronic searches of Medline and Embase were carried out for studies assessing quality of care among people with diabetes in Asia and the Middle East between 1993 and 2012. Benchmarking against American Diabetes Association guidelines, we reported level and proportions meeting recommended risk factor control (glycated hemoglobin [HbA1c], blood pressure, and low density lipoprotein-cholesterol [LDL]) and preventive care processes across different settings. RESULTS One hundred and fifteen publications met eligibility for inclusion (91 reported risk factor control, 7 reported preventive processes, and 17 reported both). Only China, Thailand, Malaysia and Philippines had nationally representative data. Mean HbA1c (6.5-11% or 48-97 mmol/mol), SBP (120-152 mm Hg), and LDL (2.4-3.8 mmol/l) varied greatly. Despite variation in availability of data, studies consistently showed that recommended care goals were not being achieved. CONCLUSIONS The practice of auditing and benchmarking against evidence-based guidelines appears to be uncommon in Asia and the Middle East and there was heterogeneity of reporting across studies, populations, and methods used. The available data showed inadequate care.
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Affiliation(s)
- Roopa Shivashankar
- Centre for Chronic Disease Control, New Delhi, India; Public Health Foundation of India, New Delhi, India.
| | - Katy Kirk
- Brody School of Medicine at East Carolina University, Greenville, NC, USA
| | - Woon Cho Kim
- Emory University School of Medicine, Atlanta, GA, USA
| | - Chaturia Rouse
- Center for Disease Control and Prevention, Atlanta, GA, USA
| | - Nikhil Tandon
- All India Institute of Medical Sciences, New Delhi, India
| | | | - Mahammed K Ali
- Rollins School of Public Health, Emory University, Atlanta, GA, USA
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Mounce LTA, Steel N, Hardcastle AC, Henley WE, Bachmann MO, Campbell JL, Clark A, Melzer D, Richards SH. Patient characteristics predicting failure to receive indicated care for type 2 diabetes. Diabetes Res Clin Pract 2015; 107:247-58. [PMID: 25533855 DOI: 10.1016/j.diabres.2014.11.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/16/2014] [Revised: 10/01/2014] [Accepted: 11/24/2014] [Indexed: 10/24/2022]
Abstract
AIMS To determine which patient characteristics were associated with failure to receive indicated care for diabetes over time. METHODS English Longitudinal Study of Ageing participants aged 50 or older with diabetes reported receipt of care described by four diabetes quality indicators (QIs) in 2008-9 and 2010-11. Annual checks for glycated haemoglobin (HbA1c), proteinuria and foot examination were assessed as a care bundle (n=907). A further QI (n=759) assessed whether participants with cardiac risk factors were offered ACE inhibitors or angiotensin II receptor blockers (ARBs). Logistic regression modelled associations between failure to receive indicated care in 2010-11 and participants' socio-demographic, lifestyle and health characteristics, diabetes self-management knowledge, health literacy, and previous QI achievement in 2008-9. RESULTS A third of participants (2008-9=32.8%; 2010-11=32.2%) did not receive all annual checks in the care bundle. Nearly half of those eligible were not offered ACE inhibitors/ARBs (2008-9=44.6%; 2010-11=44.5%). Failure to receive a complete care bundle was associated with lower diabetes self-management knowledge (odds ratio (OR) 2.05), poorer cognitive performance (1.78), or having previously received incomplete care (3.32). Participants who were single (OR=2.16), had low health literacy (1.50) or had received incomplete care previously (6.94) were more likely to not be offered ACE inhibitors/ARBs. Increasing age (OR=0.76) or body mass index (OR=0.70) was associated with lower odds of failing to receive this aspect of care. CONCLUSIONS Quality improvement initiatives for diabetes might usefully target patients with previous receipt of incomplete care, poor knowledge of annual diabetes care processes, and poorer cognition and health literacy.
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Affiliation(s)
- L T A Mounce
- Primary Care Research Group and School of Public Health and Epidemiology, University of Exeter Medical School, United Kingdom
| | - N Steel
- Norwich Medical School, University of East Anglia, United Kingdom
| | - A C Hardcastle
- Norwich Medical School, University of East Anglia, United Kingdom
| | - W E Henley
- Health Statistics Research Group, University of Exeter Medical School, United Kingdom
| | - M O Bachmann
- Norwich Medical School, University of East Anglia, United Kingdom
| | - J L Campbell
- Primary Care Research Group, University of Exeter Medical School, United Kingdom
| | - A Clark
- Norwich Medical School, University of East Anglia, United Kingdom
| | - D Melzer
- School of Public Health and Epidemiology, University of Exeter Medical School, United Kingdom
| | - S H Richards
- Primary Care Research Group, University of Exeter Medical School, United Kingdom.
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Gallagher N, Cardwell C, Hughes C, O'Reilly D. Increase in the pharmacological management of Type 2 diabetes with pay-for-performance in primary care in the UK. Diabet Med 2015; 32:62-8. [PMID: 25185888 DOI: 10.1111/dme.12575] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2014] [Revised: 05/12/2014] [Accepted: 08/22/2014] [Indexed: 11/28/2022]
Abstract
AIMS To determine whether the financial incentives for tight glycaemic control, introduced in the UK as part of a pay-for-performance scheme in 2004, increased the rate at which people with newly diagnosed Type 2 diabetes were started on anti-diabetic medication. METHODS A secondary analysis of data from the General Practice Research Database for the years 1999-2008 was performed using an interrupted time series analysis of the treatment patterns for people newly diagnosed with Type 2 diabetes (n = 21 197). RESULTS Overall, the proportion of people with newly diagnosed diabetes managed without medication 12 months after diagnosis was 47% and after 24 months it was 40%. The annual rate of initiation of pharmacological treatment within 12 months of diagnosis was decreasing before the introduction of the pay-for-performance scheme by 1.2% per year (95% CI -2.0, -0.5%) and increased after the introduction of the scheme by 1.9% per year (95% CI 1.1, 2.7%). The equivalent figures for treatment within 24 months of diagnosis were -1.4% (95% CI -2.1, -0.8%) before the scheme was introduced and 1.6% (95% CI 0.8, 2.3%) after the scheme was introduced. CONCLUSION The present study suggests that the introduction of financial incentives in 2004 has effected a change in the management of people newly diagnosed with diabetes. We conclude that a greater proportion of people with newly diagnosed diabetes are being initiated on medication within 1 and 2 years of diagnosis as a result of the introduction of financial incentives for tight glycaemic control.
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Affiliation(s)
- N Gallagher
- Centre of Excellence for Public Health, Queen's University Belfast, Belfast, UK
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Black JA, Simmons RK, Boothby CE, Davies MJ, Webb D, Khunti K, Long GH, Griffin SJ. Medication burden in the first 5 years following diagnosis of type 2 diabetes: findings from the ADDITION-UK trial cohort. BMJ Open Diabetes Res Care 2015; 3:e000075. [PMID: 26448867 PMCID: PMC4593027 DOI: 10.1136/bmjdrc-2014-000075] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Revised: 05/04/2015] [Accepted: 05/18/2015] [Indexed: 12/17/2022] Open
Abstract
INTRODUCTION Individuals with screen-detected diabetes are likely to receive intensified pharmacotherapy to improve glycaemic control and general cardiometabolic health. Individuals are often asymptomatic, and little is known about the degree to which polypharmacy is present both before, and after diagnosis. We aimed to describe and characterize the pharmacotherapy burden of individuals with screen-detected diabetes at diagnosis, 1 and 5 years post-diagnosis. METHODS The prescription histories of 1026 individuals with screen-detected diabetes enrolled in the ADDITION-UK trial of the promotion of intensive treatment were coded into general medication types at diagnosis, 1 and 5 years post-diagnosis. The association between change in the count of several medication types and age, baseline 10-year UK Prospective Diabetes Study (UKPDS) cardiovascular disease (CVD risk), sex, intensive treatment group and number of medications was explored. RESULTS Just under half of individuals were on drugs unrelated to cardioprotection before diagnosis (42%), and this increased along with a rise in the number of prescribed diabetes-related and cardioprotective drugs. The medication profile over the first 5 years suggests multimorbidity and polypharmacy is present in individuals with screen-detected diabetes. Higher modeled CVD risk at baseline was associated with a greater increase in cardioprotective and diabetes-related medication, but not an increase in other medications. CONCLUSION As recommended in national guidelines, our results suggest that treatment of diabetes was influenced by the underlying risk of CVD. While many individuals did not start glucose lowering and cardioprotective therapies in the first 5 years after diagnosis, more information is required to understand whether this represents unmet need, or patient-centered care. TRIAL REGISTRATION NUMBER CNT00237549.
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Affiliation(s)
- James A Black
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | | | - Clare E Boothby
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | - Melanie J Davies
- Department of Cardiovascular Sciences, Leicester Royal Infirmary, Leicester, UK
| | - David Webb
- Department of Cardiovascular Sciences, Leicester Royal Infirmary, Leicester, UK
| | - Kamlesh Khunti
- Department of Cardiovascular Sciences, Leicester Royal Infirmary, Leicester, UK
| | - Gráinne H Long
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
| | - Simon J Griffin
- MRC Epidemiology Unit, University of Cambridge, Cambridge, UK
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Bjerre-Christensen U, Nielsen AA, Binder C, Hansen JB, Eldrup E. Diabetes care may be improved with Steno Quality Assurance Tool--a self-assessment tool in diabetes management. Diabetes Res Clin Pract 2014; 105:192-8. [PMID: 24925134 DOI: 10.1016/j.diabres.2014.05.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2013] [Revised: 04/14/2014] [Accepted: 05/12/2014] [Indexed: 10/25/2022]
Abstract
UNLABELLED To evaluate if improvements in the quality of diabetes care in Indian clinics can be obtained by simple self-surveillance PC-based software. METHOD Nineteen Indian diabetes clinics were introduced to the principles of quality assurance (QA), and to a software program, the Steno Quality Assurance Tool (SQAT). Data was entered for an initial 3 months period. Subsequently data were analyzed by the users, who designed plans to improve indicator status and set goals for the upcoming period. A second data entry period followed after 7-9 months. RESULTS QA data was analyzed from 4487 T2DM patients (baseline) and 4440 (follow-up). The average examination frequency per clinic of the following indicators increased significantly: lipid examination (72-87%) (p=0.007), foot examination (80-94%) (p=0.02), HbA1c investigation (59-77%) (p=0.006), and urine albumin excretion investigation (72-87%) (p=0.006). Outcome parameters also improved significantly: mean (SD) fasting and post prandial BG reduced from 144(16) to 132(16)mg/dl (p=0.02) and 212(24)-195(29)mg/dl (p=0.03), respectively. Systolic BP reduced from 139(6) to 133(4) (p=0.0008)mmHg and diastolic BP from 83(3) to 81(3)mmHg (p=0.002). CONCLUSION Quality of diabetes care can be improved by applying SQAT, a QA self-surveillance software that enables documentation of changes in process and outcome indicators.
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Affiliation(s)
| | | | - Christian Binder
- Steno Diabetes Center, Niels Steensensvej 2-4, DK 2820 Gentofte, Denmark
| | - Jes B Hansen
- Novo Nordisk A/S, Vandtårnsvej 114, DK 2860 Søborg, Denmark
| | - Ebbe Eldrup
- Endokrinologisk afdeling, University Hospital Herlev, Herlev Ringvej 75, DK 2730 Herlev Denmark
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Black JA, Sharp SJ, Wareham NJ, Sandbaek A, Rutten GEHM, Lauritzen T, Khunti K, Davies MJ, Borch-Johnsen K, Griffin SJ, Simmons RK. Does early intensive multifactorial therapy reduce modelled cardiovascular risk in individuals with screen-detected diabetes? Results from the ADDITION-Europe cluster randomized trial. Diabet Med 2014; 31:647-56. [PMID: 24533664 PMCID: PMC4150529 DOI: 10.1111/dme.12410] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/26/2013] [Revised: 11/20/2013] [Accepted: 02/11/2014] [Indexed: 11/28/2022]
Abstract
AIMS Little is known about the long-term effects of intensive multifactorial treatment early in the diabetes disease trajectory. In the absence of long-term data on hard outcomes, we described change in 10-year modelled cardiovascular risk in the 5 years following diagnosis, and quantified the impact of intensive treatment on 10-year modelled cardiovascular risk at 5 years. METHODS In a pragmatic, cluster-randomized, parallel-group trial in Denmark, the Netherlands and the UK, 3057 people with screen-detected Type 2 diabetes were randomized by general practice to receive (1) routine care of diabetes according to national guidelines (1379 patients) or (2) intensive multifactorial target-driven management (1678 patients). Ten-year modelled cardiovascular disease risk was calculated at baseline and 5 years using the UK Prospective Diabetes Study Risk Engine (version 3β). RESULTS Among 2101 individuals with complete data at follow up (73.4%), 10-year modelled cardiovascular disease risk was 27.3% (sd 13.9) at baseline and 21.3% (sd 13.8) at 5-year follow-up (intensive treatment group difference -6.9, sd 9.0; routine care group difference -5.0, sd 12.2). Modelled 10-year cardiovascular disease risk was lower in the intensive treatment group compared with the routine care group at 5 years, after adjustment for baseline cardiovascular disease risk and clustering (-2.0; 95% CI -3.1 to -0.9). CONCLUSIONS Despite increasing age and diabetes duration, there was a decline in modelled cardiovascular disease risk in the 5 years following diagnosis. Compared with routine care, 10-year modelled cardiovascular disease risk was lower in the intensive treatment group at 5 years. Our results suggest that patients benefit from intensive treatment early in the diabetes disease trajectory, where the rate of cardiovascular disease risk progression may be slowed.
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Affiliation(s)
- J A Black
- MRC Epidemiology Unit, Cambridge University Biomedical Campus, Cambridge, UK
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Seidu S, Davies MJ, Mostafa S, de Lusignan S, Khunti K. Prevalence and characteristics in coding, classification and diagnosis of diabetes in primary care. Postgrad Med J 2013; 90:13-7. [PMID: 24225940 DOI: 10.1136/postgradmedj-2013-132068] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
INTRODUCTION Approximately 366 million people worldwide live with diabetes and this figure is expected to rise. Among the correct diagnosis, there will be errors in the diagnosis, classification and coding, resulting in adverse health and financial implications. AIM To determine the prevalence and characteristics of diagnostic errors in people with diabetes managed in primary care settings. METHODS We conducted a cross-sectional study in nine general practices in Leicester, UK, from May to August 2011, using a validated electronic toolkit. Searches identified cases with potential errors which were manually checked for accuracy. RESULTS There were 54 088 patients and 2434 (4.5%) diagnosed with diabetes. Out of 316 people identified with potential errors with the toolkit, 180 (57%) had confirmed errors after manually reviewing the records, resulting in an error prevalence of 7.4%. Correctly coded people on registers had significantly greater glycated haemoglobin (HbA1c) reductions. There were no significant differences between patients with and without errors in their HbA1C, body mass index, age and size of practice. There was also no significant association of the errors with pay-for-performance initiatives; however, those patients not on disease register had worse glycaemic control. CONCLUSIONS A high prevalence of diabetic diagnostic errors was confirmed using medication, biochemical and demographic data. Larger studies are needed to more accurately assess the scale of this problem. Automation of these processes might be possible, which would allow searches to be even more user friendly.
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Affiliation(s)
- Samuel Seidu
- Leicester Diabetes Centre, Leicester General Hospital, , Leicester, UK
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Gallagher N, Bennett K, Smith SM, O'Reilly D. Impact of two different health systems on the burden of type 2 diabetes. J Health Serv Res Policy 2013; 19:69-76. [PMID: 24013554 DOI: 10.1177/1355819613502012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Health policy directs the management of patients with chronic disease in a country, but evaluating nationwide policies is difficult, not least because of the absence of suitable comparators. This paper examines the management of patients with type 2 diabetes in two demographically comparable populations with different health care systems to see if this represents a viable approach to evaluation. METHODS A secondary analysis of centralized prescribing databases for 2010 was undertaken to compare the levels and costs of care of patients with type 2 diabetes in Northern Ireland's National Health Service (NHS) (NI, n = 1.8 million) which has structured care, financial incentives related to diabetes care and an emphasis on generic prescribing, with that of the Republic of Ireland (ROI, n = 4.3 million) where management of diabetes care is guided solely by clinical and other guidelines. RESULTS The prevalence of treated type 2 diabetes was 3.59% in NI and 3.09% in ROI, but there were similar and high levels of prescribing of secondary cardiovascular medications. Medication costs per person for anti-diabetic, anti-obesity and cardiovascular medication were 46% higher in ROI than NI, due to differences in levels of generic prescribing. CONCLUSIONS These different health care systems appear to be producing similar levels of care for patients with type 2 diabetes, although at different levels of cost. The findings question the need for financial incentives in NI and highlight the large cost savings potentially accruing from a greater shift to generic prescribing in ROI. Cross-country comparison, though not without difficulties, may prove a useful adjunct to within-country analysis of policy impact.
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Affiliation(s)
- Naomh Gallagher
- Research Fellow, Centre of Excellence for Public Health, Queen's University Belfast, UK
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Koefoed MM, Søndergaard J, Christensen RD, Jarbøl DE. General practice variation in spirometry testing among patients receiving first-time prescriptions for medication targeting obstructive lung disease in Denmark: a population-based observational study. BMC FAMILY PRACTICE 2013; 14:113. [PMID: 23923987 PMCID: PMC3750517 DOI: 10.1186/1471-2296-14-113] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Accepted: 07/08/2013] [Indexed: 12/03/2022]
Abstract
Background Spirometry testing is essential to confirm an obstructive lung disease, but studies have reported that a large proportion of patients diagnosed with COPD or asthma have no history of spirometry testing. Also, it has been shown that many patients are prescribed medication for obstructive lung disease without a relevant diagnosis or spirometry test registered. General practice characteristics have been reported to influence diagnosis and management of several chronic diseases. However, these findings are inconsistent, and it is uncertain whether practice characteristics influence spirometry testing among patients receiving medication for obstructive lung disease. The aim of this study was therefore to examine if practice characteristics are associated with spirometry testing among patients receiving first-time prescriptions for medication targeting obstructive lung disease. Methods A national register-based cohort study was performed. All patients over 18 years receiving first-time prescriptions for medication targeting obstructive lung disease in 2008 were identified and detailed patient-specific data on sociodemographic status and spirometry tests were extracted. Information on practice characteristics like number of doctors, number of patients per doctor, training practice status, as well as age and gender of the general practitioners was linked to each medication user. Results Partnership practices had a higher odds ratio (OR) of performing spirometry compared with single-handed practices (OR 1.24, CI 1.09-1.40). We found a significant association between increasing general practitioner age and decreasing spirometry testing. This tendency was most pronounced among partnership practices, where doctors over 65 years had the lowest odds of spirometry testing (OR 0.25, CI 0.10-0.61). Training practice status was significantly associated with spirometry testing among single-handed practices (OR 1.40, CI 1.10-1.79). Conclusion Some of the variation in spirometry testing among patients receiving first-time prescriptions for medication targeting obstructive lung disease was associated with practice characteristics. This variation in performance may indicate a potential for quality improvement.
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Affiliation(s)
- Mette M Koefoed
- Research Unit of General Practice, Institute of Public Health, University of Southern Denmark, Odense, Denmark.
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Russell-Jones EC, Gough A, Lawrence S, Scobie IN. The novel use of commonly captured data to assess a district's diabetes service that encompasses both primary and secondary care. QJM 2013; 106:737-45. [PMID: 23625528 DOI: 10.1093/qjmed/hct097] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
AIM To identify commonly captured data in the UK to look at the performance of a district's diabetes care that encompasses both primary and secondary care. METHODS Primary care quality outcomes framework (QOF) measures for diabetes, referral rates for first appointment for specialist secondary care and emergency admission rates for diabetes (Dr Foster/HES) were used to produce a performance index scoring system. Illustrative measures from QOF were total diabetes points, DM23 attainment of HbA1c <7% (53 mmol/mol) and its exemption rate (number of patients excluded from analysis). The performance index was used to study the effectiveness of the Medway district diabetes service and this was compared to another district (Guildford) within the same Strategic Health Authority and nationally. RESULTS Medway has the highest prevalence of Diabetes (6.1%) of the 8 Primary Care Trusts examined, the lowest achievement of diabetes QOF points (96.1%) and the lowest achievement of an HbA1c level <7% (53 mmol/mol) (54.3%). Exemption reporting was the 3rd highest. SAR for first diabetes out-patient appointment to the hospital was low at 281 (predicted 576) 48% of expected. The emergency admission rate was high at 225 (predicted 168) 133% of expected. Thus primary care diabetes needs to raise performance and implement a lower threshold for OPD referral to prevent emergency admissions. CONCLUSION It is possible to produce an assessment of diabetes care that transcends primary/secondary care that gives a true reflection of a district's performance which will be useful to plan future health service provision.
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Affiliation(s)
- E C Russell-Jones
- King's College London, Academic Centre, First Floor, Henriette Raphael House, Guy's Campus, London SE1 1UL, UK.
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[Relationship between process indicators measured using electronic records and intermediate health outcomes in patients with diabetes]. REVISTA DE CALIDAD ASISTENCIAL : ORGANO DE LA SOCIEDAD ESPANOLA DE CALIDAD ASISTENCIAL 2013; 28:207-16. [PMID: 23684049 DOI: 10.1016/j.cali.2013.03.006] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/31/2012] [Revised: 03/19/2013] [Accepted: 03/21/2013] [Indexed: 11/21/2022]
Abstract
OBJECTIVE To study relationship between institutional process indicators (measured using electronic records) and intermediate outcomes of patients with diabetes. METHOD Cross-sectional epidemiological study. Setting Primary care health district 1. Madrid. 2010. PATIENTS all patients with diabetes; n = 16.652. Main measures variables. Independent. Institutional process indicators. Dependent. Intermediate outcomes: GHb, BP, LDL, tobacco and weight within target limits and detected complications. Confounding. Age, gender, type and years for DM, co-morbidity, drugs and professional variables. RESULTS GHb of 55.9% (SE 0,4) of patients was within target limits. Bivariate analysis and multivariate logistic regression showed that the recording of some process indicators was associated with an increase in the probability to achieve targets in intermediate outcomes: reviewing personal and family history, lifestyle and drug therapy, creatinine, GHb, BP and weight measurement, smoking advice, EKG, ankle-arm index, and eye examination. OR were from 1,15 (CI 95%: 1.01-1.32) to 2.05 (CI 95%: 1.76-2.39). Relationship among other indicators and higher probability to achieve targets was not found: classification, reviewing care plan, glucose, BMI, LDL and microalbuminury measurement. CONCLUSIONS In diabetes, a lot of institutional process indicators measured on electronic records was associated with increase of probability to achieve targets in intermediate outcomes. It suggests to maintain process and outcome measurement, to include other outcomes, to include other interventions, to prioritize improvements in process indicators that show low performance and high impact and to keep out or to change process indicators that relationship was not found.
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Furler J, Hii JWS, Liew D, Blackberry I, Best J, Segal L, Young D. The "cost" of treating to target: cross-sectional analysis of patients with poorly controlled type 2 diabetes in Australian general practice. BMC FAMILY PRACTICE 2013; 14:32. [PMID: 23510207 PMCID: PMC3599757 DOI: 10.1186/1471-2296-14-32] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Accepted: 02/26/2013] [Indexed: 11/10/2022]
Abstract
BACKGROUND To describe the current treatment gap in management of cardiovascular risk factors in patients with poorly controlled type 2 diabetes in general practice as well as the associated financial and therapeutic burden of pharmacological treatment. METHODS Cross-sectional analysis of data from the Patient Engagement and Coaching for Health trial. This totalled 473 patients from 59 general practices with participants eligible if they had HbA1c > 7.5%. Main outcome measures included proportions of patients not within target risk factor levels and weighted average mean annual cost for cardiometabolic medications and factors associated with costs. Medication costs were derived from the Australian Pharmaceutical Benefits Schedule. RESULTS Average age was 63 (range 27-89). Average HbA1c was 8.1% and average duration of diabetes was 10 years. 35% of patients had at least one micro or macrovascular complication and patients were taking a mean of 4 cardio-metabolic medications. The majority of participants on treatment for cardiovascular risk factors were not achieving clinical targets, with 74% and 75% of patients out of target range for blood pressure and lipids respectively. A significant proportion of those not meeting clinical targets were not on treatment at all. The weighted mean annual cost for cardiometabolic medications was AUD$1384.20 per patient (2006-07). Independent factors associated with cost included age, duration of diabetes, history of acute myocardial infarction, proteinuria, increased waist circumference and depression. CONCLUSIONS Treatment rates for cardiovascular risk factors in patients with type 2 diabetes in our participants are higher than those identified in earlier studies. However, rates of achieving target levels remain low despite the large 'pill burden' and substantial associated fiscal costs to individuals and the community. The complexities of balancing the overall benefits of treatment intensification against potential disadvantages for patients and health care systems in primary care warrants further investigation.
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Affiliation(s)
- John Furler
- Department of General Practice, The University of Melbourne, Melbourne, Australia.
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Cleveringa FGW, Gorter KJ, van den Donk M, van Gijsel J, Rutten GEHM. Computerized decision support systems in primary care for type 2 diabetes patients only improve patients' outcomes when combined with feedback on performance and case management: a systematic review. Diabetes Technol Ther 2013; 15:180-92. [PMID: 23360424 DOI: 10.1089/dia.2012.0201] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
PURPOSE Computerized decision support systems (CDSSs) are often part of a multifaceted intervention to improve diabetes care. We reviewed the effects of CDSSs alone or in combination with other supportive tools in primary care for type 2 diabetes mellitus (T2DM). MATERIALS AND METHODS A systematic literature search was conducted for January 1990-July 2011 in PubMed, Embase, and the Cochrane Database and by consulting reference lists. Randomized controlled trials (RCTs) in general practice were selected if the interventions consisted of a CDSS alone or combined with a reminder system and/or feedback on performance and/or case management. The intervention had to be compared with usual care. Two pairs of reviewers independently abstracted all available data. The data were categorized by process of care and patient outcome measures. RESULTS Twenty RCTs met inclusion criteria. In 14 studies a CDSS was combined with another intervention. Two studies were left out of the analysis because of low quality. Four studies with a CDSS alone and four studies with a CDSS and reminders showed improvements of the process of care. CDSS with feedback on performance with or without reminders improved the process of care (one study) and patient outcome (two studies). CDSS with case management improved patient outcome (two studies). CDSS with reminders, feedback on performance, and case management improved both patient outcome and the process of care (two studies). CONCLUSIONS CDSSs used by healthcare providers in primary T2DM care are effective in improving the process of care; adding feedback on performance and/or case management may also improve patient outcome.
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Affiliation(s)
- Frits G W Cleveringa
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
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Khunti K, Weston C, Gholap N, Molokhia M, Paul S, Millett C, Curcin V, Majeed A, Davies MJ. All-cause mortality in relation to glycated haemoglobin in individuals with newly diagnosed type 2 diabetes: a retrospective cohort study. ACTA ACUST UNITED AC 2012. [DOI: 10.1177/1474651412468297] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Aims: To explore the effect of glycated haemoglobin A1C (HbA1C) on all cause mortality in individuals newly diagnosed with type 2 diabetes, with and without previous cardiovascular disease. Methods: We identified a total of 110,372 of individuals aged 18 to 80 years newly diagnosed with type 2 diabetes (including 9721 (8.8%) with established cardiovascular disease before diagnosis of diabetes) from the UK General Practice Research Database from 1990 to 2005. Primary outcome was all cause mortality. Cox proportional hazards models were used to assess the impact of HbA1C on survival. Results: Over a median follow up of 5.2 years (interquartile range 2.9 to 8.1 years) there were 20,481 deaths. The hazard ratios for all cause mortality in individuals without cardiovascular disease, using the category of 6–6.49% as reference, were 1.28 (1.08 to 1.52), 1.16 (1.00 to 1.39), 1.43 (1.20 to 1.72), 1.62 (1.35 to 1.95), 1.80 (1.52 to 2.23), and 2.43 (2.01 to 2.97) for HbA1C categories of < 6.0%, 6.50–6.99%, 7.0–7.49%, 7.5–7.99%, 8.0–8.99%, and > 9.0% respectively. In individuals with established cardiovascular disease a significant increased risk of mortality was observed for HbA1C categories above 8.00%; hazard ratios 1.91 (1.30–2.83) for HbA1C 8.00–8.99% and 1.95 (1.30–2.90) for HbA1C > 9.0%. Conclusions: A target of HbA1C between 6.0 and 6.5% is appropriate for individuals newly diagnosed with type 2 diabetes without cardiovascular disease. However, a target of < 8.0% may be less beneficial in individuals with established cardiovascular disease.
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Affiliation(s)
- Kamlesh Khunti
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - Claire Weston
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - Nitin Gholap
- Department of Health Sciences, University of Leicester, Leicester, UK
| | - Mariam Molokhia
- Department of Primary Care & Public Health, Kings College London, University of London, London, UK
| | - Sanjoy Paul
- Queensland Clinical Trials & Biostatistics Centre, School of Population Health, University of Queensland, Australia
| | | | - Vasa Curcin
- Department of Primary Care and Public Health, Imperial College, London, UK
| | - Azeem Majeed
- Department of Primary Care and Public Health, Imperial College, London, UK
| | - Melanie J Davies
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
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de Wet C, McKay J, Bowie P. Combining QOF data with the care bundle approach may provide a more meaningful measure of quality in general practice. BMC Health Serv Res 2012; 12:351. [PMID: 23043262 PMCID: PMC3523087 DOI: 10.1186/1472-6963-12-351] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2011] [Accepted: 09/28/2012] [Indexed: 11/18/2022] Open
Abstract
Background A significant minority of patients do not receive all the evidence-based care recommended for their conditions. Health care quality may be improved by reducing this observed variation. Composite measures offer a different patient-centred perspective on quality and are utilized in acute hospitals via the ‘care bundle’ concept as indicators of the reliability of specific (evidence-based) care delivery tasks and improved outcomes. A care bundle consists of a number of time-specific interventions that should be delivered to every patient every time. We aimed to apply the care bundle concept to selected QOF data to measure the quality of evidence-based care provision. Methods Care bundles and components were selected from QOF indicators according to defined criteria. Five clinical conditions were suitable for care bundles: Secondary Prevention of Coronary Heart Disease (CHD), Stroke & Transient Ischaemic Attack (TIA), Chronic Kidney Disease (CKD), Chronic Obstructive Pulmonary Disease (COPD) and Diabetes Mellitus (DM). Each bundle has 3-8 components. A retrospective audit was undertaken in a convenience sample of nine general medical practices in the West of Scotland. Collected data included delivery (or not) of individual bundle components to all patients included on specific disease registers. Practice level and overall compliance with bundles and components were calculated in SPSS and expressed as a percentage. Results Nine practices (64.3%) with a combined patient population of 56,948 were able to provide data in the format requested. Overall compliance with developed QOF-based care bundles (composite measures) was as follows: CHD 64.0%, range 35.0-71.9%; Stroke/TIA 74.1%, range 51.6-82.8%; CKD 69.0%, range 64.0-81.4%; and COPD 82.0%, range 47.9-95.8%; and DM 58.4%, range 50.3-65.2%. Conclusions In this small study compliance with individual QOF-based care bundle components was high, but overall (‘all or nothing’) compliance was substantially lower. Care bundles may provide a more informed measure of care quality than existing methods. However, the acceptability, feasibility and potential impact on clinical outcomes are unknown.
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Affiliation(s)
- Carl de Wet
- Department of Postgraduate General Practice Education, NHS Education for Scotland, 2 Central Quay, Glasgow, Scotland G3 8BW, United Kingdom
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Alhyas L, Cai Y, Majeed A. Type 2 diabetes care for patients in a tertiary care setting in UAE: a retrospective cohort study. JRSM SHORT REPORTS 2012; 3:67. [PMID: 23162680 PMCID: PMC3499960 DOI: 10.1258/shorts.2012.012064] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE We aimed to examine the quality of type 2 diabetes mellitus (T2DM) care in Al-Ain, in the United Arab Emirates (UAE). DESIGN A retrospective cohort study from 2008 to 2010. SETTING A diabetes centre located in a tertiary care hospital in Al-Ain, UAE. PARTICIPANTS People with T2DM receiving care from the diabetes centre. RESULTS 382 Emirates patients with T2DM were included in the analysis. Overall in 2010, proportions of people with T2DM reaching the following targets were: glycated haemoglobin (HbA1c) 41%, low-density lipoprotein (LDL) 72%, systolic and diastolic blood pressure (SBP/DBP) 47% and 73%, respectively. There was a significant improvement from 2008 to 2010, respectively, in the mean for the following: (1) HbA1c (8.5% [95% confidence interval, CI: 8.33-8.67] versus 7.5% [95% CI: 7.36-7.63]); (2) LDL (2.60 mmol/L [95% CI: 2.51-2.70] versus 2.27 mmol/L [95% CI: 2.21-2.33]); and (3) SBP (133.1 mmHg [95% CI: 131.7-134.4] versus 131.0 [95% CI: 130.1-131.9]). Glycaemic and lipid control were similar in men and women; however, HbA1c levels in men and women aged 60+ years were significantly lower by (0.7% [P = 0.01] versus 0.8% [P < 0.001], respectively) than for those aged between 18 and 39 years. CONCLUSION This study demonstrates that there is encouraging progress in diabetes care in Al-Ain, UAE as reflected by the overall improvement in the mean of HbA1c, LDL and SBP, and the increase in the number of people reaching the target for the same indicators from 2008 to 2010. The results however show that there is scope for additional enhancement of care, especially for better glycaemic control among young patients and better SBP control among men.
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Affiliation(s)
- Layla Alhyas
- Department of Primary Care & Public Health, Imperial College London, London, W6 8RP, UK
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Abstract
AIMS To determine whether a diabetes annual review, independently of other care processes, is followed by improved patient clinical measurements. METHODS Audits conducted independently of the diabetes annual review were analysed for a time-trend in patient clinical measures. An interaction variable between the review and the year of audit was used to test for a change in gradient before and after a diabetes annual review. Each patient formed their own control. RESULTS The data included 9471 audits on 3397 patients from 92 practices, and diabetes annual reviews from 2003 to mid-2008. Percentages of patients with raised HbA(1c) , systolic blood pressure and lipids improved from first to last audit. Predicted means after a diabetes annual review for HbA(1c) decreased by 0.13% (1.0 mmol/mol), for HDL cholesterol increased by 0.04 mmol/L and for triglyceride decreased by 0.2 mmol/L. Predicted systolic and diastolic blood pressure, total cholesterol and urinary albumin:creatinine ratio did not change significantly. CONCLUSIONS Metabolic control improved over time but this was largely independently of the diabetes annual review, which appears to add little clinical value to existing New Zealand general practice care processes. Currently, general practitioners are paid to undertake a diabetes annual review and report the measurements collected. We would argue that payment needs to be directed to demonstrating appropriate changes in clinical management or achieving meaningful clinical goals, and that the annual review results should be part of systematic feedback to general practitioners, particularly directed at clinical inertia.
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Affiliation(s)
- T Kenealy
- University of Auckland, South Auckland Clinical School, Middlemore Hospital, Otahuhu, Auckland, New Zealand.
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Abstract
BACKGROUND Little is known about the quality of care for patients with Type 2 diabetes in primary care setting in Hong Kong. OBJECTIVES To investigate the quality of care for patients with Type 2 diabetes in Hong Kong primary care setting and potential disparities by patient characteristics and clinics. METHODS Cross-sectional study in three general outpatient clinics (GOPCs; public primary care clinics) in Hong Kong involving 1970 patients. Main outcome measures were achievement rates of seven process measures and three intermediate outcome targets and adjusted odds ratios of age, sex, socio-economic status and clinic on the quality measures. RESULTS The achievement rates for the recording of HbA1c, blood pressure (BP), cholesterol, body mass index, smoking status, nephropathy screening and retinopathy screening in the previous 12 months were 92.8%, 99.9%, 91.0%, 47.9%, 91.3%, 69.0% and 38.0%, respectively. A total of 58.0%, 38.2% and 36.4% of patients achieved the glycaemic, BP and cholesterol targets, respectively. Older patients were less likely to have records of process measures and more likely to achieve the HbA1c target. Women were less likely to have smoking status recorded and to achieve the HbA1c target. Patients of lower socio-economic status were less likely to have records of process measures and to achieve the BP target. Family medicine training practices had better achievements of the quality measures. CONCLUSIONS There is scope for improvement in the quality of diabetes care in the GOPCs. Variations in the quality of care were observed. Family medicine training may enhance the health care quality.
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Affiliation(s)
- K W Wong
- Department of Family Medicine and Primary Health Care, United Christian Hospital, Kowloon East Cluster, Hospital Authority, Hong Kong SAR, China.
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Mata-Cases M, Roura-Olmeda P, Berengué-Iglesias M, Birulés-Pons M, Mundet-Tuduri X, Franch-Nadal J, Benito-Badorrey B, Cano-Pérez JF. Fifteen years of continuous improvement of quality care of type 2 diabetes mellitus in primary care in Catalonia, Spain. Int J Clin Pract 2012; 66:289-98. [PMID: 22340449 PMCID: PMC3584513 DOI: 10.1111/j.1742-1241.2011.02872.x] [Citation(s) in RCA: 56] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
Abstract
AIMS To assess the evolution of type 2 diabetes mellitus (T2DM) quality indicators in primary care centers (PCC) as part of the Group for the Study of Diabetes in Primary Care (GEDAPS) Continuous Quality Improvement (GCQI) programme in Catalonia. METHODS Sequential cross-sectional studies were performed during 1993-2007. Process and outcome indicators in random samples of patients from each centre were collected. The results of each evaluation were returned to each centre to encourage the implementation of correcting interventions. Sixty-four different educational activities were performed during the study period with the participation of 2041 professionals. RESULTS Clinical records of 23,501 patients were evaluated. A significant improvement was observed in the determination of some annual process indicators: HbA(1c) (51.7% vs. 88.9%); total cholesterol (75.9% vs. 90.9%); albuminuria screening (33.9% vs. 59.4%) and foot examination (48.9% vs. 64.2%). The intermediate outcome indicators also showed significant improvements: glycemic control [HbA(1c) ≤ 7% (< 57 mmol/mol); (41.5% vs. 64.2%)]; total cholesterol [≤ 200 mg/dl (5.17 mmol/l); (25.5% vs. 65.6%)]; blood pressure [≤ 140/90 mmHg; (45.4% vs. 66.1%)]. In addition, a significant improvement in some final outcome indicators such as prevalence of foot ulcers (7.6% vs. 2.6%); amputations (1.9% vs. 0.6%) and retinopathy (18.8% vs. 8.6%) was observed. CONCLUSIONS Although those changes should not be strictly attributed to the GCQI programme, significant improvements in some process indicators, parameters of control and complications were observed in a network of primary care centres in Catalonia.
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Affiliation(s)
- M Mata-Cases
- Primary Care Center (PCC) La Mina, Sant Adrià de Besòs, Barcelona, Spain.
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Dhillon A, Godfrey AR. Using routinely gathered data to empower locally led health improvements. LONDON JOURNAL OF PRIMARY CARE 2012; 5:92-5. [PMID: 25949677 DOI: 10.1080/17571472.2013.11493387] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/01/2013] [Indexed: 10/23/2022]
Abstract
Data are routinely used throughout the NHS to report on and monitor performance. For example, detailed information regarding hospital episodes is reported via the Secondary Use Services (SUS) programme. Local commissioners use this data to monitor hospital contracts. In primary care, data such as glycaemic control of diabetes patients is extracted from general practice clinical systems to calculate practice payments for the 'Quality and Outcomes Framework' (QOF). We suggest that this routinely gathered data should also be used to help clusters of practices to learn from locally led innovation and to motivate long-term partnerships for interorganisational health improvement. Following the recent NHS reforms, the number of data sources that could facilitate this is likely to increase in size, variety and complexity. In this paper, we describe some of the existing data sources that could be used to do this; we also describe some of the dangers of using data in this way, and our conclusions about the best way forward.
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Murphy HR, Steel SA, Roland JM, Morris D, Ball V, Campbell PJ, Temple RC. Obstetric and perinatal outcomes in pregnancies complicated by Type 1 and Type 2 diabetes: influences of glycaemic control, obesity and social disadvantage. Diabet Med 2011; 28:1060-7. [PMID: 21843303 PMCID: PMC3322333 DOI: 10.1111/j.1464-5491.2011.03333.x] [Citation(s) in RCA: 80] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
AIMS To compare obstetric and perinatal outcomes in women with Type 1 and Type 2 diabetes and relate these to maternal risk factors. METHODS Prospective cohort study of 682 consecutive diabetic pregnancies in East Anglia during 2006-2009. Relationships between congenital malformation, perinatal mortality and perinatal morbidity (large for gestational age, preterm delivery, neonatal care) with maternal age, parity, ethnicity, glycaemic control, obesity and social disadvantage were examined using bivariable and multivariate models. RESULTS There were 408 (59.8%) Type 1 and 274 (40.2%) Type 2 diabetes pregnancies. Women with Type 2 diabetes were older (P < 0.001), heavier (P < 0.0001), more frequently multiparous (P < 0.001), more ethnically diverse (p < 0.0001) and more socially disadvantaged (P = 0.0004). Although women with Type 2 diabetes had shorter duration of diabetes (P < 0.0001) and better pre-conception glycaemic control [HbA(1c) 52 mmol/mol (6.9%) Type 2 diabetes vs. 63 mmol/l (7.9%) Type 1 diabetes; p < 0.0001), rates of congenital malformation and perinatal mortality were comparable. Women with Type 2 diabetes had fewer large-for-gestational-age infants (37.6 vs. 52.9%, P < 0.0008), fewer preterm deliveries (17.5 vs. 37.1%, P < 0.0001) and their offspring had fewer neonatal care admissions (29.8 vs. 43.2%, P = 0.001). Third trimester HbA(1c) (OR 1.35, 95% CI 1.09-1.67, P = 0.006) and social disadvantage (OR 0.80, 95% CI 0.67-0.98; P = 0.03) were risk factors for large for gestational age. CONCLUSIONS Despite increased age, parity, obesity and social disadvantage, women with Type 2 diabetes had better glycaemic control, fewer large-for-gestational-age infants, fewer preterm deliveries and fewer neonatal care admissions. Better tools are needed to improve glycaemic control and reduce the rates of large for gestational age, particularly in Type 1 diabetes.
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Affiliation(s)
- H R Murphy
- Metabolic Research Laboratories, Institute of Metabolic Science, University of Cambridge, Cambridge, UK.
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Alhyas L, McKay A, Balasanthiran A, Majeed A. Quality of type 2 diabetes management in the states of the Co-operation Council for the Arab States of the Gulf: a systematic review. PLoS One 2011; 6:e22186. [PMID: 21829607 PMCID: PMC3150334 DOI: 10.1371/journal.pone.0022186] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2011] [Accepted: 06/21/2011] [Indexed: 12/12/2022] Open
Abstract
Type 2 diabetes mellitus is a growing, worldwide public health concern. Recent growth has been particularly dramatic in the states of The Co-operation Council for the Arab States of the Gulf (GCC), and these and other developing economies are at particular risk. We aimed to systematically review the quality of control of type 2 diabetes in the GCC, and the nature and efficacy of interventions. We identified 27 published studies for review. Studies were identified by systematic database searches. Medline and Embase were searched separately (via Dialog and Ovid, respectively; 1950 to July 2010 (Medline), and 1947 to July 2010 (Embase)) on 15/07/2009. The search was updated on 08/07/2010. Terms such as diabetes mellitus, non-insulin-dependent, hyperglycemia, hypertension, hyperlipidemia and Gulf States were used. Our search also included scanning reference lists, contacting experts and hand-searching key journals. Studies were judged against pre-determined inclusion/exclusion criteria, and where suitable for inclusion, data extraction/quality assessment was achieved using a specifically-designed tool. All studies wherein glycaemic-, blood pressure- and/or lipid- control were investigated (clinical and/or process outcomes) were eligible for inclusion. No limitations on publication type, publication status, study design or language of publication were imposed. We found the extent of control to be sub-optimal and relatively poor. Assessment of the efficacy of interventions was difficult due to lack of data, but suggestive that more widespread and controlled trial of secondary prevention strategies may have beneficial outcomes. We found no record of audited implementation of primary preventative strategies and anticipate that controlled trial of such strategies would also be useful.
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Affiliation(s)
- Layla Alhyas
- Department of Primary Care and Public Health, Imperial College London, London, United Kingdom.
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Keuken DG, Brouwer HJ, Keijser PS, Bruessing RC. Diabetes care: reasons for missing HbA1c measurements in general practice. BMC Res Notes 2011; 4:234. [PMID: 21756301 PMCID: PMC3224502 DOI: 10.1186/1756-0500-4-234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2011] [Accepted: 07/14/2011] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Glycated haemoglobin (HbA1c) is often used as one of the indicators to measure the quality of diabetes care. Complete registration is difficult to obtain. This study investigated the reasons for missing HbA1c measurements. FINDINGS HbA1c measurements for 1485 patients with diabetes mellitus type 2 who were attended by 19 general practitioners at 4 primary care health centres in south-east Amsterdam were studied. HbA1c measurements were missing for 356 (23.9%) of the patients. The main reason stated in 50% of the cases was that the patient was under specialized care. CONCLUSIONS The general practitioners provided multiple reasons for the missing HbA1c measurements. This study provides insight into why HbA1c measurements were not present in the patients' electronic medical record.
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Affiliation(s)
- Debby G Keuken
- Department of General Practice, Division of Clinical Methods & Public Health, Academic Medical Center-University of Amsterdam, Amsterdam, Netherlands
| | - Henk J Brouwer
- Department of General Practice, Division of Clinical Methods & Public Health, Academic Medical Center-University of Amsterdam, Amsterdam, Netherlands
| | - Parad S Keijser
- Department of General Practice, Division of Clinical Methods & Public Health, Academic Medical Center-University of Amsterdam, Amsterdam, Netherlands
- Stichting Gezondheidscentra Amsterdam Zuidoost, Amsterdam, Netherlands
| | - Raynold C Bruessing
- Department of General Practice, Division of Clinical Methods & Public Health, Academic Medical Center-University of Amsterdam, Amsterdam, Netherlands
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Holman N, Lewis-Barned N, Bell R, Stephens H, Modder J, Gardosi J, Dornhorst A, Hillson R, Young B, Murphy HR. Development and evaluation of a standardized registry for diabetes in pregnancy using data from the Northern, North West and East Anglia regional audits. Diabet Med 2011; 28:797-804. [PMID: 21294773 DOI: 10.1111/j.1464-5491.2011.03259.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVES To develop and evaluate a standardized data set for measuring pregnancy outcomes in women with Type 1 and Type 2 diabetes and to compare recent outcomes with those of the 2002-2003 Confidential Enquiry into Maternal and Child Health. METHODS Existing regional, national and international data sets were compared for content, consistency and validity to develop a standardized data set for diabetes in pregnancy of 46 key clinical items. The data set was tested retrospectively using data from 2007-2008 pregnancies included in three regional audits (Northern, North West and East Anglia). Obstetric and neonatal outcomes of pregnancies resulting in a stillbirth or live birth were compared with those from the same regions during 2002-2003. RESULTS Details of 1381 pregnancies, 812 (58.9%) in women with Type 1 diabetes and 556 (40.3%) in women with Type 2 diabetes, were available to test the proposed standardized data set. Of the 46 data items proposed, only 16 (34.8%), predominantly the delivery and neonatal items, achieved ≥ 85% completeness. Ethnic group data were available for 746 (54.0%) pregnancies and BMI for 627 (46.5%) pregnancies. Glycaemic control data were most complete-available for 1217 pregnancies (88.1%), during the first trimester. Only 239 women (19.9%) had adequate pregnancy preparation, defined as pre-conception folic acid and first trimester HbA(1c) ≤ 7% (≤ 53 mmol/mol). Serious adverse outcome rates (major malformation and perinatal mortality) were 55/1000 and had not improved since 2002-2003. CONCLUSIONS A standardized data set for diabetes in pregnancy may improve consistency of data collection and allow for more meaningful evaluation of pregnancy outcomes in women with pregestational diabetes.
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Affiliation(s)
- N Holman
- Health Intelligence, Yorkshire and Humber Public Health Observatory, University of York, York, UK
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Coppell KJ, Anderson K, Williams SM, Lamb C, Farmer VL, Mann JI. The quality of diabetes care: a comparison between patients enrolled and not enrolled on a regional diabetes register. Prim Care Diabetes 2011; 5:131-137. [PMID: 21126933 DOI: 10.1016/j.pcd.2010.10.005] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2009] [Revised: 08/25/2010] [Accepted: 10/26/2010] [Indexed: 10/18/2022]
Abstract
AIMS To determine whether diabetic patients enrolled on a regional diabetes register that provides annual general practitioner audit and recall reports receive better care than diabetic patients not enrolled. METHODS Regional diabetes register enrolment status, demographic, clinical and laboratory data for the 2005 year were collected for identified diabetic patients attending 108 of 123 participating general practitioners. Means and standard deviations, or frequencies and percentages were calculated for the two study populations. Characteristics were compared with t-tests or the Chi square test. RESULTS 3646 of 4749 identified diabetic patients were enrolled on the register and 1103 were not. The non-register population was younger by 1.8 years and for more than half of this population smoking status was unknown. Statistically significantly higher proportions of the register population had most recommended process measures (height, weight, feet, retina, urine ACR) completed within the audit interval. Higher proportions of the register population were prescribed ACE inhibitors (55 vs 47%), other antihypertensives (32 vs 27%) or lipid modifying medication (61 vs 54%). Co-morbidities were common in both groups. CONCLUSIONS Well-organised centralised diabetes registers provide additional benefits for people with diabetes care. Up to date primary care registers with good call-recall systems are necessary for the delivery of effective structured diabetes care.
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Wens J, Gerard R, Vandenberghe H. Optimizing diabetes care regarding cardiovascular targets at general practice level: Direct@GP. Prim Care Diabetes 2011; 5:19-24. [PMID: 21030327 DOI: 10.1016/j.pcd.2010.09.006] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2008] [Revised: 09/08/2009] [Accepted: 09/26/2010] [Indexed: 11/28/2022]
Abstract
AIMS The objective of this study was to assess the adherence to national guidelines on cardiovascular (CV) prevention and target attainment for patients with type 2 diabetes mellitus followed-up in general practice. METHODS Non-interventional, cross-sectional survey. RESULTS Type 2 diabetes patients remain undertreated with statins (63% treated), even so those with a cardiovascular history (80% treated). Although more patients received antihypertensive treatment (82%) compared to hypolipidemic medication (69%), the proportion of patients attaining targets for total cholesterol (TC) (35%), HDL-cholesterol (HDL-C) (65%), and LDL-cholesterol (LDL-C) (42%) exceeded far those attaining blood pressure control (13%). The primary endpoint of reaching the goal for LDL-cholesterol (<100mg/dL; 2.59 mmol/L) was attained by 42% of patients, of which only 13% reached the more stringent target of LDL-C<70 mg/dL (1.81 mmol/L). About half of the patients (49%) attained glycemic control (HbA1c<7%) and 55% had triglycerides<150 mg/dL (1.69 mmol/L). CONCLUSIONS The majority of type 2 diabetes patients are treated for hypercholesterolemia and hypertension, although, there is still under treatment, especially in patients with CV disease. Only 42% of patients were on target for LDL-cholesterol and 13% for blood pressure. Therefore, wider implementation of process and outcome indicators, which proved to be related, and continuous evaluation of their result, is needed.
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Affiliation(s)
- Johan Wens
- University of Antwerp, Faculty of Medicine, Department of General Practice, Interdisciplinary Health Care, and Geriatrics, Universiteitsplein 1, 2610 Antwerp, Wilrijk, Belgium.
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Voorham J, Haaijer-Ruskamp FM, van der Meer K, de Zeeuw D, Wolffenbuttel BHR, Hoogenberg K, Denig P. Identifying targets to improve treatment in type 2 diabetes; the Groningen Initiative to aNalyse Type 2 diabetes Treatment (GIANTT) observational study. Pharmacoepidemiol Drug Saf 2011; 19:1078-86. [PMID: 20687048 DOI: 10.1002/pds.2023] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
PURPOSE Assessment of quality of cardiometabolic risk management in diabetes in primary care. METHODS In a descriptive cohort study including 95 Dutch general practices, we assessed medication treatment in relation to the level of control for HbA1c, systolic blood pressure (SBP) and LDL-cholesterol (LDL-c) in 2007. We also applied a prospective measure of treatment quality by assessing treatment modifications in not well-controlled patients. In a subpopulation of 23 practices, we studied trends in these quality indicators from 2004 (2059 patients) to 2007 (2929 patients). RESULTS In 2007, averages for HbA1c, SBP and LDL-c were 6.9%, 142 mmHg and 2.3 mmol/l, respectively. Of the patients with an HbA1c > 8.5%, 16% were treated with one oral drug class and 50% used insulin. In 27% of these patients, therapy modification occurred subsequently. During the 4-year period, a slight decrease in average HbA1c was observed, but no changes in treatment level. In 2007, 56% of the patients had an SBP ≥ 140 mmHg, 19% of whom were not using antihypertensives. In the 13% with an SBP > 160 mmHg, 23% received a therapy modification. During the 4-year period, the average SBP decreased with 6 mmHg but the treatment level showed no substantial increase. In 2007, 39% had an LDL-c level ≥ 2.5 mmol/l, 49% of whom were not using statins. Of the patients with an LDL-c > 3.5 mmol/l, only 9% received a therapy modification. CONCLUSIONS The decreasing population averages of HbA1c, SBP and LDL-c values suggest improvement in quality of care. However, the relatively few therapy modifications observed in insufficiently controlled patients show room for improvement.
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Affiliation(s)
- Jaco Voorham
- Department of Clinical Pharmacology, Department of Epidemiology, University Medical Center Groningen, University of Groningen, The Netherlands.
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Abstract
Type 2 diabetes is a complex, progressive endocrine and metabolical disease that typically requires substantial lifestyle changes and multiple medications to lower blood glucose, reduce cardiovascular risk and address comorbidities. Despite an extensive range of available and effective treatments, < 50% of patients achieve a glycaemical target of HbA(1c) < 7.0% and about two-thirds die of premature cardiovascular disease. Adherence to prescribed therapies is an important factor in the management of type 2 diabetes that is often overlooked. Inadequate adherence to oral antidiabetes agents, defined as collecting < 80% of prescribed medication, is variously estimated to apply to between 36% and 93% of patients. All studies affirm that a significant proportion of type 2 diabetes patients exhibit poor adherence that will contribute to less than desired control. Identified factors that impede adherence include complex dosing regimens, clinical inertia, safety concerns, socioeconomic issues, ethnicity, patient education and beliefs, social support and polypharmacy. This review explores these factors and potential strategies to improve adherence in patients with type 2 diabetes.
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Affiliation(s)
- C J Bailey
- School of Life and Health Sciences, Aston University, Birmingham, UK.
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Khamseh ME, Ansari M, Malek M, Shafiee G, Baradaran H. Effects of a structured self-monitoring of blood glucose method on patient self-management behavior and metabolic outcomes in type 2 diabetes mellitus. J Diabetes Sci Technol 2011; 5:388-93. [PMID: 21527110 PMCID: PMC3125933 DOI: 10.1177/193229681100500228] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
BACKGROUND The purpose of this study was to evaluate the effect of structured self-monitoring of blood glucose (SMBG) on patient self-management behavior and metabolic outcomes in patients with type 2 diabetes mellitus (T2DM). METHODS From January to June 2009, 30 patients with basic diabetes education were followed for a period of 90 days. To provide assessment of glycemic control and frequency of dysglycemia, patients, underwent 3 consecutive days of seven-point SMBG during each month for 3 consecutive months, using the ACCU-CHEK 360° View tool. Glucose profiles of the first and third month were used for comparison. RESULTS Hemoglobin A1c (HbA1c) improved significantly during the 90-day period in all patients [confidence interval (CI) 95%, 0.32-1.64%, p < .05] and those with poor metabolic control (group B; CI 95%, 0.86-2.64%, p < .05). Mean blood glucose (MBG) values decreased significantly in group B (CI 95%, 0.56-24.78 mg/dl, p < .05) and all cases (CI 95%, 1.61-19.73 mg/dl, p < .05). Meanwhile, there was an average decrease of 15.7 mg/dl in fasting blood sugar (FBS) levels in the whole subjects. Mean postprandial blood glucose levels (MPP) decreased by 19.3 and 11.3 mg/dl in group B and in all cases, respectively. However, there were no significant changes in HbA1c, MBG, FBS, and MPP in people with good metabolic control. CONCLUSION A structured SMBG program improves HbA1c, FBS, MPP, and MBG in people with poorly controlled diabetes. This improvement shows the importance of patient self-management behavior on metabolic outcomes in T2DM.
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Affiliation(s)
- Mohammad E Khamseh
- The Institute of Endocrinology and Metabolism, Tehran University of Medical Sciences, Tehran, Iran.
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