ArticlePLoS medicine2020
Ethnic disparities in initiation and intensification of diabetes treatment in adults with type 2 diabetes in the UK, 1990-2017: A cohort study.
Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 4 of them syntheses that pooled it.
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Who cites it
44 citing papers in PubMed, 4 syntheses or guidelines pooled it, 75 citations in OpenAlex.
- Evidence-Based Practice in Prescribing SGLT2i and GLP-1 RA Across Ethnic and Racial Groups: a Systematic Review and Meta-analysis of Observational Studies.Journal of racial and ethnic health disparities · 2026Pooled it
- The economic burden of Type 2 Diabetes by social determinants of health: A systematic review.PloS one · 2026Pooled it
- Pooled it
- Ethnic inequalities in multiple long-term health conditions in the United Kingdom: a systematic review and narrative synthesis.BMC public health · 2023Pooled it
- A Critical Literature Review of Health Inequalities, Cultural Exclusion, and the Case for a Culturally Appropriate Digital Health Promotion App for Black Communities in England.Healthcare (Basel, Switzerland) · 2026Review
- Inequalities in type 2 diabetes incidence in a multiethnic population: a cohort study investigating the impact of ethnicity, migration and mental health comorbidities.Diabetologia · 2026Article
- PERsonalised Medicine for Intensification of Treatment (PERMIT) in type 2 diabetes mellitus: a target trial emulation from routine data.Health technology assessment (Winchester, England) · 2026Article
- [Diabetes and migration - Recommendations for the practice (Update 2026)].Wiener klinische Wochenschrift · 2026Article
- The role of COPD and inhaled corticosteroids in major adverse cardiovascular events in cardiovascular-kidney-metabolic populations.BMC medicine · 2026Article
- Long-Term Glycemic Control and Pharmacotherapy in Type 2 Diabetes Mellitus: A Descriptive Analysis of 10-Year Trends in a Statewide Sample.Journal of diabetes research · 2026Article
- Heterogeneity in the development of diabetes-related complications: narrative review of the roles of ancestry and geographical determinants.Diabetologia · 2025Review
- Sociodemographic and biological determinants of insulin initiation in type 2 diabetes: a cohort study using routinely collected primary care data.The British journal of general practice : the journal of the Royal College of General Practitioners · 2025Article
- Comparative Analysis of Type 1 and Type 2 Diabetes Registrations and Risk Factor Correlations in the UK (2022-24).Cureus · 2025Article
- The impact of learning disabilities on control, management, and outcomes of type 2 diabetes mellitus in the UK: an observational cohort study using the Clinical Practice Research Datalink.BMJ open diabetes research & care · 2025Observational
- Use of Antihyperglycemic Medications Among US People with Limited English Proficiency.Journal of general internal medicine · 2025Article
- Disparities in Diabetes Distress and Nutrition Management Among Black and Hispanic Adults: A Mixed Methods Exploration of Social Determinants.The science of diabetes self-management and care · 2025Article
- An eye on equity: faricimab-driven health equity improvements in diabetic macular oedema using a distributional cost-effectiveness analysis from a UK societal perspective.Eye (London, England) · 2024Article
- The Role of Fenugreek in the Management of Type 2 Diabetes.International journal of molecular sciences · 2024Review
- Tertiary centre study highlights low inpatient deintensification and risks associated with adverse outcomes in frail people with diabetes.Clinical medicine (London, England) · 2024Article
- Health equity in endocrinology.Nature reviews. Endocrinology · 2024Article
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundType 2 diabetes mellitus (T2DM) disproportionately affects individuals of nonwhite ethnic origin. Timely and appropriate initiation and intensification of glucose-lowering therapy is key to reducing the risk of major vascular outcomes. Given that ethnic inequalities in outcomes may stem from differences in therapeutic management, the aim of this study was to identify ethnic differences in the timeliness of initiation and intensification of glucose-lowering therapy in individuals newly diagnosed with T2DM in the United Kingdom. METHODS AND
findingsAn observational cohort study using the Clinical Practice Research Datalink was conducted using 162,238 adults aged 18 and over diagnosed with T2DM between 1990 and 2017 (mean age 62.7 years, 55.2% male); 93% were of white ethnicity (n = 150,754), 5% were South Asian (n = 8,139), and 2.1% were black (n = 3,345). Ethnic differences in time to initiation and intensification of diabetes treatment were estimated at three time points (initiation of noninsulin monotherapy, intensification to noninsulin combination therapy, and intensification to insulin therapy) using multivariable Cox proportional hazards regression adjusted for factors a priori hypothesised to be associated with initiation and intensification: age, sex, deprivation, glycated haemoglobin (HbA1c), body mass index (BMI), smoking status, comorbidities, consultations, medications, calendar year, and clustering by practice. Odds of experiencing therapeutic inertia (failure to intensify treatment within 12 months of HbA1c >7.5% [58 mmol/mol]), were estimated using multivariable logistic regression adjusted for the same hypothesised confounders. Noninsulin monotherapy was initiated earlier in South Asian and black groups (South Asian HR 1.21, 95% CI 1.08-1.36, p < 0.001; black HR 1.29, 95% CI 1.05-1.59, p = 0.017). Correspondingly, no ethnic differences in therapeutic inertia were evident at initiation. Intensification with noninsulin combination therapy was slower in both nonwhite ethnic groups relative to white (South Asian HR 0.80, 95% CI 0.74-0.87, p < 0.001; black HR 0.79, 95% CI 0.70-0.90, p < 0.001); treatment inertia at this stage was greater in nonwhite groups relative to white (South Asian odds ratio [OR] 1.45, 95% CI 1.23-1.70, p < 0.001; black OR 1.43, 95% CI 1.09-1.87, p = 0.010). Intensification to insulin therapy was slower again for black groups relative to white groups (South Asian HR 0.49, 95% CI 0.41-0.58, p < 0.001; black HR 0.69, 95% CI 0.53-0.89, p = 0.012); correspondingly, treatment inertia was significantly higher in nonwhite groups at this stage relative to white groups (South Asian OR 2.68, 95% CI 1.89-3.80 p < 0.001; black OR 1.82, 95% CI 1.13-2.79, p = 0.013). At both stages of treatment intensification, nonwhite groups had fewer HbA1c measurements than white groups. Limitations included variable quality and completeness of routinely recorded data and a lack of information on medication adherence.
conclusionsIn this large UK cohort, we found persuasive evidence that South Asian and black groups intensified to noninsulin combination therapy and insulin therapy more slowly than white groups and experienced greater therapeutic inertia following identification of uncontrolled HbA1c. Reasons for delays are multifactorial and may, in part, be related to poorer long-term monitoring of risk factors in nonwhite groups. Initiatives to improve timely and appropriate intensification of diabetes treatment are key to reducing disparities in downstream vascular outcomes in these populations.
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