Observational studyJAMA network open2022
Assessment of Disparities in Diabetes Mortality in Adults in US Rural vs Nonrural Counties, 1999-2018.
Observational study in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
31 citing papers in PubMed.
- Eye care workforce density by provider type in urban and rural counties in the United States, 2010 to 2021.Graefe's archive for clinical and experimental ophthalmology = Albrecht von Graefes Archiv fur klinische und experimentelle Ophthalmologie · 2026Article
- Disparities in Antidiabetic Medication Discontinuation Between Non-Hispanic White and Black Beneficiaries in Medicare Across Diabetes Belt and Surrounding Area.Journal of racial and ethnic health disparities · 2026Article
- The interplay of heatwaves, air pollution, and green space on all-cause mortality in older adults with diabetes mellitus: a national cohort study.BMC public health · 2026Article
- Temporal trends and disparities in substance use and diabetes mellitus-related mortality in the United States (1999-2022).World journal of methodology · 2026Article
- Revisiting the Link Between Communal Context, Religiosity and Mortality: A 31-Year Historical Cohort Study of Kibbutzim and Ultra-Orthodox Communities in Israel.Journal of religion and health · 2026Article
- Spatial analysis of diabetes prevalence and diabetes-related cancer mortality in the united states.Cancer causes & control : CCC · 2025Article
- Diabetic retinopathy in rural communities: a review of barriers to access of care and potential solutions.Annals of medicine · 2025Review
- Rurality, type 2 diabetes and risk of cardiovascular events in Alberta, Canada: a retrospective cohort study.BMJ open · 2025Article
- Article
- Syndemics of Antimicrobial Resistance: Non-communicable Diseases, Social Deprivation, and the Rise of Multidrug-Resistant Infections.Infectious diseases and therapy · 2025Article
- Article
- Projected Trends in Metabolic Dysfunction-Associated Steatotic Liver Disease Mortality Through 2040.JAMA network open · 2025Article
- A Comparison of Dietary Intake Among Rural Americans With and Without Diabetes.Journal of nutrition education and behavior · 2025Article
- Rising Mortality Related to Diabetes Mellitus and Hypertension: Trends and Disparities in the United States (1999-2023).Clinical cardiology · 2025Article
- Evaluating methods to define place of residence in Canadian administrative data and the impact on observed associations with all-cause mortality in type 2 diabetes.BMC medical research methodology · 2025Article
- Article
- Demographic trends and disparities in mortality related to coexisting heart failure and diabetes mellitus among older adults in the United States between 1999 and 2020: A retrospective population-based cohort study from the CDC WONDER database.International journal of cardiology. Cardiovascular risk and prevention · 2024Article
- Prevalence of Self-Reported Diagnosed Diabetes Among Adults, by County Metropolitan Status and Region, United States, 2019-2022.Preventing chronic disease · 2024Article
- Article
- County Rurality and Incidence and Prevalence of Diagnosed Diabetes in the United States.Mayo Clinic proceedings · 2024Observational
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
Abstract
Importance: US rural vs nonrural populations have striking disparities in diabetes care. Whether rurality contributes to disparities in diabetes mortality is unknown. Objective: To examine rates and trends in diabetes mortality based on county urbanization. Design, Setting, and Participants: In this observational, cross-sectional study, the US Centers for Disease Control and Prevention Wide-Ranging Online Data for Epidemiologic Research database was searched from January 1, 1999, to December 31, 2018, for diabetes as a multiple cause and the underlying cause of death among residents aged 25 years or older in US counties. County urbanization was categorized as metro, medium-small, and rural. Weighted multiple linear regression models and jackknife resampling, with a 3-segment time component, were used. The models included exposures with up to 3-way interactions and were age standardized to the 2009-2010 population. The analyses were conducted from July 1, 2020, to February 1, 2022. Exposures: County urbanization (metro, medium-small, or rural), gender (men or women), age group (25-54, 55-74, or ≥75 years), and region (Midwest, Northeast, South, or West). Main Outcomes and Measures: Annual diabetes mortality rate per 100 000 people. Results: From 1999-2018, based on 4 022 238 309 person-years, diabetes was a multiple cause of death for 4 735 849 adults aged 25 years or older. As a multiple cause, diabetes mortality rates in 2017-2018 vs 1999-2000 were highest and unchanged in rural counties (157.2 [95% CI, 150.7-163.7] vs 154.1 [95% CI, 148.2-160.1]; P = .49) but lower in medium-small counties (123.6 [95% CI, 119.6-127.6] vs 133.6 [95% CI, 128.4-138.8]; P = .003) and urban counties (92.9 [95% CI, 90.5-95.3] vs 109.7 [95% CI, 105.2-114.1]; P < .001). In 2017-2018 vs 1999-2000, mortality rates were higher in rural men (+18.2; 95% CI, 14.3-22.1) but lower in rural women (-14.0; 95% CI, -17.7 to -10.3) (P < .001 for both). In the 25- to 54-year age group, mortality rates in 2017-2018 vs 1999-2000 showed a greater increase in rural counties (+9.4; 95% CI, 8.6-10.2) compared with medium-small counties (+4.5; 95% CI, 4.0-5.0) and metro counties (+0.9; 95% CI, 0.4-1.4) (P < .001 for all). Of all regions and urbanization levels, the mortality rate in 2017-2018 vs 1999-2000 was higher only in the rural South (+13.8; 95% CI, 7.6-20.0; P < .001). Conclusions and Relevance: In this cross-sectional study, US rural counties had the highest overall diabetes mortality rate. The determinants of persistent rural disparities, in particular for rural men and for adults in the rural South, require investigation.
Indexed as
Identifiers
What Socratic holds
Registered trials
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 Socratic graph.