Literature DB >> 32676640

The Neighborhood Deprivation Index and Provider Geocoding Identify Critical Catchment Areas for Diabetes Outreach.

Ashby F Walker1,2, Hui Hu3, Nicolas Cuttriss4, Claudia Anez-Zabala5, Katarina Yabut4, Michael J Haller1,5,6, David M Maahs4,6,7.   

Abstract

PURPOSE: In 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.
METHODS: The 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).
RESULTS: Based 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.
CONCLUSION: Geospatial 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. © Endocrine Society 2020. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.

Entities:  

Keywords:  Neighborhood Deprivation Index; Project ECHO™; geocoding; health disparities; outreach; type 1 diabetes

Mesh:

Year:  2020        PMID: 32676640      PMCID: PMC7418444          DOI: 10.1210/clinem/dgaa462

Source DB:  PubMed          Journal:  J Clin Endocrinol Metab        ISSN: 0021-972X            Impact factor:   5.958


  25 in total

1.  The development of a standardized neighborhood deprivation index.

Authors:  Lynne C Messer; Barbara A Laraia; Jay S Kaufman; Janet Eyster; Claudia Holzman; Jennifer Culhane; Irma Elo; Jessica G Burke; Patricia O'Campo
Journal:  J Urban Health       Date:  2006-11       Impact factor: 3.671

2.  Geographic access to hospital care: a 30-minute travel time standard.

Authors:  E M Bosanac; R C Parkinson; D S Hall
Journal:  Med Care       Date:  1976-07       Impact factor: 2.983

3.  Project ECHO: democratising knowledge for the elimination of viral hepatitis.

Authors:  Sanjeev Arora
Journal:  Lancet Gastroenterol Hepatol       Date:  2019-02

4.  Racial-ethnic disparities in management and outcomes among children with type 1 diabetes.

Authors:  Steven M Willi; Kellee M Miller; Linda A DiMeglio; Georgeanna J Klingensmith; Jill H Simmons; William V Tamborlane; Kristen J Nadeau; Julie M Kittelsrud; Peter Huckfeldt; Roy W Beck; Terri H Lipman
Journal:  Pediatrics       Date:  2015-03       Impact factor: 7.124

5.  Associations between socioeconomic status and major complications in type 1 diabetes: the Pittsburgh epidemiology of diabetes complication (EDC) Study.

Authors:  Aaron M Secrest; Tina Costacou; Bruce Gutelius; Rachel G Miller; Thomas J Songer; Trevor J Orchard
Journal:  Ann Epidemiol       Date:  2011-05       Impact factor: 3.797

6.  Academic health center management of chronic diseases through knowledge networks: Project ECHO.

Authors:  Sanjeev Arora; Cynthia M A Geppert; Summers Kalishman; Denise Dion; Frank Pullara; Barbara Bjeletich; Gary Simpson; Dale C Alverson; Lori B Moore; Dave Kuhl; Joseph V Scaletti
Journal:  Acad Med       Date:  2007-02       Impact factor: 6.893

7.  Racial Differences in the Relationship of Glucose Concentrations and Hemoglobin A1c Levels.

Authors:  Richard M Bergenstal; Robin L Gal; Crystal G Connor; Rose Gubitosi-Klug; Davida Kruger; Beth A Olson; Steven M Willi; Grazia Aleppo; Ruth S Weinstock; Jamie Wood; Michael Rickels; Linda A DiMeglio; Kathleen E Bethin; Santica Marcovina; Andreana Tassopoulos; Sooji Lee; Elaine Massaro; Suzan Bzdick; Brian Ichihara; Eileen Markmann; Paul McGuigan; Stephanie Woerner; Michelle Ecker; Roy W Beck
Journal:  Ann Intern Med       Date:  2017-06-13       Impact factor: 25.391

8.  A model to determine workforce needs for endocrinologists in the United States until 2020.

Authors:  Robert A Rizza; Robert A Vigersky; Helena W Rodbard; Paul W Ladenson; William F Young; Martin I Surks; Richard Kahn; Paul F Hogan
Journal:  Diabetes Care       Date:  2003-05       Impact factor: 19.112

9.  Neighborhood-level socioeconomic deprivation predicts weight gain in a multi-ethnic population: longitudinal data from the Dallas Heart Study.

Authors:  Tiffany M Powell-Wiley; Colby Ayers; Priscilla Agyemang; Tammy Leonard; David Berrigan; Rachel Ballard-Barbash; Min Lian; Sandeep R Das; Christine M Hoehner
Journal:  Prev Med       Date:  2014-05-27       Impact factor: 4.018

10.  Prostate cancer severity associations with neighborhood deprivation.

Authors:  Charnita M Zeigler-Johnson; Ann Tierney; Timothy R Rebbeck; Andrew Rundle
Journal:  Prostate Cancer       Date:  2011-10-09
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1.  Using Peer Power to Reduce Health Disparities: Implementation of a Diabetes Support Coach Program in Federally Qualified Health Centers.

Authors:  Ashby F Walker; Ananta Addala; Eleni Sheehan; Rayhan Lal; Michael Haller; Nicholas Cuttriss; Stephanie Filipp; Linda Baer; Matthew Gurka; Angelina Bernier; Lauren Figg; Sarah Westen; Korey Hood; Claudia Anez-Zabala; Eliana Frank; Xanadu Roque; Jennifer Maizel; David Maahs
Journal:  Diabetes Spectr       Date:  2022-08-15

2.  Health Disparities in COVID-19: Addressing the Role of Social Determinants of Health in Immune System Dysfunction to Turn the Tide.

Authors:  Yvonne Baumer; Nicole Farmer; Thomas A Premeaux; Gwenyth R Wallen; Tiffany M Powell-Wiley
Journal:  Front Public Health       Date:  2020-10-08

3.  Democratizing type 1 diabetes specialty care in the primary care setting to reduce health disparities: project extension for community healthcare outcomes (ECHO) T1D.

Authors:  Ashby F Walker; Nicolas Cuttriss; Michael J Haller; Korey K Hood; Matthew J Gurka; Stephanie L Filipp; Claudia Anez-Zabala; Katarina Yabut; Xanadu Roque; Jessie J Wong; Linda Baer; Lauren Figg; Angelina Bernier; Sarah Westen; Eugene Lewit; Eleni Sheehan; Marina Basina; Rayhan Lal; Jennifer Maizel; David M Maahs
Journal:  BMJ Open Diabetes Res Care       Date:  2021-07

4.  Barriers to Technology Use and Endocrinology Care for Underserved Communities With Type 1 Diabetes.

Authors:  Ashby F Walker; Korey K Hood; Matthew J Gurka; Stephanie L Filipp; Claudia Anez-Zabala; Nicolas Cuttriss; Michael J Haller; Xanadu Roque; Diana Naranjo; Gina Aulisio; Ananta Addala; Jason Konopack; Sarah Westen; Katarina Yabut; Elvira Mercado; Sydney Look; Brian Fitzgerald; Jennifer Maizel; David M Maahs
Journal:  Diabetes Care       Date:  2021-05-17       Impact factor: 19.112

  4 in total

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