ArticleBMC health services research2006
Association of socio-economic status with diabetes prevalence and utilization of diabetes care services.
Article in BMC health services research, 2006. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03083795 (Evaluating the Effectiveness of Social Relationships on Psychological Distress and Disease Progression in Patients With Diabetes), which is not on this map. Cited by 121 papers, 7 of them syntheses that pooled it.
What it found
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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.
Evaluating the Effectiveness of Social Relationships on Psychological Distress and Disease Progression in Patients With Diabetes: A Randomized Controlled Trial
Who cites it
121 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Treatment of periodontitis for glycaemic control in people with diabetes mellitus.The Cochrane database of systematic reviews · 2022Pooled it
- Association of eNOS and MCP-1 Genetic Variants with Type 2 Diabetes and Diabetic Nephropathy Susceptibility: A Case-Control and Meta-Analysis Study.Biochemical genetics · 2021Pooled it
- Spousal diabetes status as a risk factor for incident type 2 diabetes: a prospective cohort study and meta-analysis.Acta diabetologica · 2019Pooled it
- Treatment of periodontal disease for glycaemic control in people with diabetes mellitus.The Cochrane database of systematic reviews · 2015Pooled it
- Association between drug insurance cost sharing strategies and outcomes in patients with chronic diseases: a systematic review.PloS one · 2014Pooled it
- Do clinical standards for diabetes care address excess risk for hypoglycemia in vulnerable patients? A systematic review.Health services research · 2013Pooled it
- Internet interventions to support lifestyle modification for diabetes management: a systematic review of the evidence.Journal of diabetes and its complicationsPooled it
- Associations between healthy eating index and anthropometric outcomes in multiethnic elementary-aged children.Pediatric obesity · 2025Trial
- Comparative Effectiveness of Patient-Driven versus Standardized Diabetes Shared Medical Appointments: A Pragmatic Cluster Randomized Trial.Journal of general internal medicine · 2024Trial
- Effect of a Nurse-Led Diabetes Self-Management Education Program on Glycosylated Hemoglobin among Adults with Type 2 Diabetes.Journal of diabetes research · 2018Trial
- Socioeconomic status and prevalence of self-reported diabetes among adults in Tehran: results from a large population-based cross-sectional study (Urban HEART-2).Journal of endocrinological investigation · 2016Trial
- Principles and Practices of Community Engagement in AI for Population Health: Formative Qualitative Study of the AI for Diabetes Prediction and Prevention Project.Journal of participatory medicine · 2025Article
- More schooling is associated with lower hemoglobin A1c at the high-risk tail of the distribution: an unconditional quantile regression analysis.BMC public health · 2025Article
- Observational assessment of the utilization of donated point of care tests and glycemic control at free and charitable clinics across the United States.Practical laboratory medicine · 2025Article
- Prevalence and socioeconomic factors of diabetes: a population-based cross-sectional analysis from Jordan.Journal of global health · 2025Article
- Influence of social determinants on lifestyle modification adherence in people with prediabetes: a sequential explanatory mixed-methods study protocol.Frontiers in public health · 2025Article
- Associations of depressive symptoms, social engagement and support, and lifestyle behaviors among non-Hispanic black and Hispanic men with chronic conditions in the United States.Frontiers in public health · 2025Article
- Continuous glucose monitoring for self-management of diabetes in people living with type 2 diabetes mellitus on basal insulin therapy: A microsimulation model and cost-effectiveness analysis from a US perspective with relevance to Medicaid.Journal of managed care & specialty pharmacy · 2024Article
- Impact of Education as a Social Determinant on the Risk of Type 2 Diabetes Mellitus in Korean Adults.Healthcare (Basel, Switzerland) · 2024Article
- Race and ethnicity and pharmacy dispensing of SGLT2 inhibitors and GLP-1 receptor agonists in type 2 diabetes.Lancet regional health. Americas · 2024 · on this mapArticle
61 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundLow income appears to be associated with a higher prevalence of diabetes and diabetes related complications, however, little is known about how income influences access to diabetes care. The objective of the present study was to determine whether income is associated with referral to a diabetes centre within a universal health care system.
methodsData on referral for diabetes care, diabetes prevalence and median household income were obtained from a regional Diabetes Education Centre (DEC) database, the Canadian National Diabetes Surveillance System (NDSS) and the 2001 Canadian Census respectively. Diabetes rate per capita, referral rate per capita and proportion with diabetes referred was determined for census dissemination areas. We used Chi square analyses to determine if diabetes prevalence or population rates of referral differed across income quintiles, and Poisson regression to model diabetes rate and referral rate in relation to income while controlling for education and age.
resultsThere was a significant gradient in both diabetes prevalence (chi2 = 743.72, p < 0.0005) and population rates of referral (chi2 = 168.435, p < 0.0005) across income quintiles, with the lowest income quintiles having the highest rates of diabetes and referral to the DEC. Referral rate among those with diabetes, however, was uniform across income quintiles. Controlling for age and education, Poisson regression models confirmed a significant socio-economic gradient in diabetes prevalence and population rates of referral.
conclusionLow income is associated with a higher prevalence of diabetes and a higher population rate of referral to this regional DEC. After accounting for diabetes prevalence, however, the equal proportions referred to the DEC across income groups suggest that there is no access bias based on income.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.