ArticleThe Journal of clinical endocrinology and metabolism2020
The Neighborhood Deprivation Index and Provider Geocoding Identify Critical Catchment Areas for Diabetes Outreach.
Article in The Journal of clinical endocrinology and metabolism, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 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
21 citing papers in PubMed, 28 citations in OpenAlex.
- Project ECHO Diabetes Trial Improves Outcomes for Medically Underserved People.Diabetes care · 2025Trial
- Neighborhood Factors, Air Pollution, and Mortality Among Kidney Failure Patients: Exploring Differences by Race and Ethnicity.Kidney medicine · 2026Article
- Not all healthcare inequities in diabetes are equal: a comparison of two medically underserved cohorts.BMJ open diabetes research & care · 2024Article
- Components of Residential Neighborhood Deprivation and Their Impact on the Likelihood of Live-Donor and Preemptive Kidney Transplantation.Clinical transplantation · 2024Article
- COVID-19 impacts and inequities among underserved communities with diabetes.Journal of clinical & translational endocrinology · 2024Article
- Rural Health Disparities in Allergy, Asthma, and Immunologic Diseases: The Current State and Future Direction for Clinical Care and Research.The journal of allergy and clinical immunology. In practice · 2024Review
- The impact of socioeconomic deprivation on liver transplantation.Frontiers in transplantation · 2024Review
- Multisite Quality Improvement Program Within the Project ECHO Diabetes Remote Network.Joint Commission journal on quality and patient safety · 2024Article
- Article
- The Promising Success of Project Extension for Community Healthcare Outcomes (ECHO) Diabetes: Case Series.JMIR diabetes · 2023Article
- Interventions to address global inequity in diabetes: international progress.Lancet (London, England) · 2023Article
- Blue Circle Health: A Novel Patient-Centered Model of Health Care Delivery for Low-Income Patients With Type 1 Diabetes.Journal of diabetes science and technology · 2023Article
- Guiding principles for the responsible development of artificial intelligence tools for healthcare.Communications medicine · 2023Review
- Identifying environmental risk factors for post-acute sequelae of SARS-CoV-2 infection: An EHR-based cohort study from the recover program.Environmental advances · 2023Article
- Project ECHO Diabetes Cost Modeling to Support the Replication and Expansion of Tele-mentoring Programs in Non-research Settings.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2023Article
- Identifying Contextual and Spatial Risk Factors for Post-Acute Sequelae of SARS-CoV-2 Infection: An EHR-based Cohort Study from the RECOVER Program.medRxiv : the preprint server for health sciences · 2022Article
- Using Peer Power to Reduce Health Disparities: Implementation of a Diabetes Support Coach Program in Federally Qualified Health Centers.Diabetes spectrum : a publication of the American Diabetes Association · 2022Article
- Tele-education model for primary care providers to advance diabetes equity: Findings from Project ECHO Diabetes.Frontiers in endocrinology · 2022Article
- Barriers to Technology Use and Endocrinology Care for Underserved Communities With Type 1 Diabetes.Diabetes care · 2021Article
- Democratizing type 1 diabetes specialty care in the primary care setting to reduce health disparities: project extension for community healthcare outcomes (ECHO) T1D.BMJ open diabetes research & care · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
purposeIn designing a Project ECHO™ type 1 diabetes (T1D) program in Florida and California, the Neighborhood Deprivation Index (NDI) was used in conjunction with geocoding of primary care providers (PCPs) and endocrinologists in each state to concurrently identify areas with low endocrinology provider density and high health risk/poverty areas. The NDI measures many aspects of poverty proven to be critical indicators of health outcomes.
methodsThe data from the 2013-2017 American Community Survey (ACS) 5-year estimates were used to create NDI maps for California and Florida. In addition, geocoding and 30-minute drive-time buffers were performed using publicly available provider directories for PCPs and endocrinologists in both states by Google Geocoding API and the TravelTime Search Application Programming Interface (API).
resultsBased on these findings, we defined high-need catchment areas as areas with (1) more than a 30-minute drive to the nearest endocrinologist but within a 30-minute drive to the nearest PCP; (2) an NDI in the highest quartile; and (3) a population above the median (5199 for census tracts, and 1394 for census block groups). Out of the 12 181 census tracts and 34 490 census block groups in California and Florida, we identified 57 tracts and 215 block groups meeting these criteria as high-need catchment areas.
conclusionGeospatial analysis provides an important initial methodologic step to effectively focus outreach efforts in diabetes program development. The integration of the NDI with geocoded provider directories enables more cost-effective and targeted interventions to reach the most vulnerable populations living with T1D.
Indexed as
Identifiers
What OpenQuestion 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 OpenQuestion graph.