Trial reportBMJ open diabetes research & care2021
Socioeconomic status and ethnic variation associated with type 2 diabetes mellitus in patients with uncontrolled hypertension in Singapore.
Trial report in BMJ open diabetes research & care, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02972619 (Management of Hypertension and Multiple Risk Factors to Enhance Cardiovascular Health - A Cluster Randomized Trial in Singapore Polyclinics), which is not on this map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Management of Hypertension and Multiple Risk Factors to Enhance Cardiovascular Health - A Cluster Randomized Trial in Singapore Polyclinics
Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 18 citations in OpenAlex.
- Hypertension in Adults With Diabetes in Southeast Asia: A Systematic Review.Journal of clinical hypertension (Greenwich, Conn.) · 2025Pooled it
- Selecting for empathy? A cross-sectional study on empathy and empathic care intentions in newly enrolled dentistry, medicine, nursing, and pharmacy students in Singapore to inform admissions and training.BMC medical education · 2026Article
- Examining the reversal hypothesis on socioeconomic status and noncommunicable diseases, and gender disparities in China: a nationwide longitudinal analysis between 1991 and 2020.SSM - population health · 2025Article
- Health-related quality of life among multiethnic public polyclinic users in Singapore and associated factors: a cross-sectional study.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025Article
- Relationship between social determinants of health and cognitive performance in an older American population: a cross-sectional NHANES study.BMC geriatrics · 2025Article
- Predictors of Clinical Stability and Mortality in COPD: A Longitudinal Study.International journal of chronic obstructive pulmonary disease · 2025Article
- Article
- Kidney function trajectories, associated factors, and outcomes in multiethnic Asian patients with type 2 diabetes.Journal of diabetes · 2024Article
- Housing status is protective of neuropsychiatric symptoms among dementia-free multi-ethnic Asian elderly.BMC geriatrics · 2024Article
- Trends in hemorrhagic stroke incidence and mortality in a National Stroke Registry of a multi-ethnic Asian population.European stroke journal · 2024Article
- Early life malnutrition and risk of T2DM adulthood: evidence from the lower socioeconomic status of northwest Chinese population.Frontiers in nutrition · 2024Article
- Trends and predictions of metabolic risk factors for acute myocardial infarction: findings from a multiethnic nationwide cohort.The Lancet regional health. Western Pacific · 2023Article
- Re-examining the reversal hypothesis: A nationwide population-based study of the association between socioeconomic status, and NCDs and risk factors in China.SSM - population health · 2023Article
- Factors Associated with RANTES, EMMPIRIN, MMP2 and MMP9, and the Association of These Biomarkers with Cardiovascular Disease in a Multi-Ethnic Population.Journal of clinical medicine · 2022Article
Corrections and comments
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Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionThe burden of type 2 diabetes mellitus (T2DM) and related vascular complications is particularly high in Asians and ethnic minorities living in the West. However, the association of T2DM with socioeconomic status (SES) and ethnicity has not been widely studied in populations living in Asia. Therefore, we investigated these associations among the multiethnic population with uncontrolled hypertension in Singapore. RESEARCH DESIGN AND
methodsIn a cross-sectional study using baseline data of a 2-year randomized trial in Singapore, we obtained demographic, SES, lifestyle and clinical factors from 915 patients aged ≥40 years with uncontrolled hypertension. T2DM was defined as having either: (i) self-reported 'physician-diagnosed diabetes confirmed through medical records' or taking antidiabetes medications, (ii) fasting blood glucose levels ≥7.0 mmol/dL or (iii) hemoglobin A1c ≥6.5%. The SES proxies included education, employment status, housing ownership and housing type, and the ethnicities were Chinese, Malays and Indians. Logistic regression analyses were used to evaluate the association of T2DM with SES and ethnicity.
resultsHigher proportion of T2DM was observed in Malays (40.0%) and Indians (56.0%) than Chinese (26.8%) (p<0.001), and in patients with lower SES (ranging from 25.7% to 66.2% using different proxies) than those with higher SES (19.4% to 32.0%). In a multivariate model comprising age, gender, ethnicity and SES, Malay ethnicity (OR 1.59; 95% CI 1.04 to 2.44, p=0.031) or Indian ethnicity (OR 3.65; 95% CI 2.25 to 5.91, p<0.001) versus Chinese and housing type (residing in one to three rooms (OR 2.00; 95% CI 1.16 to 3.43, p=0.012) or four to five rooms public housing (OR 1.86; 95% CI 1.13 to 3.04, p=0.013) vs private housing) were associated with higher T2DM odds. The associations of Indians and one to three rooms public housing with T2DM met the significance after accounting for multiple testing (p≤0.0125).
conclusionOur study suggests that housing type and ethnic variation are independently associated with higher T2DM risk in patients with uncontrolled hypertension in Singapore. Further studies are needed to validate our results. TRIAL REGISTRATION NUMBER: NCT02972619.
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