Cargando…

Associations between healthcare utilization and access and diabetic retinopathy complications using All of Us nationwide survey data

PURPOSE: Inadequacies in healthcare access and utilization substantially impact outcomes for diabetic patients. The All of Us database offers extensive survey data pertaining to social determinants that is not routinely available in electronic health records. This study assesses whether social deter...

Descripción completa

Detalles Bibliográficos
Autores principales: Chan, Alison X., McDermott IV, John J., Lee, Terrence C., Ye, Gordon Y., Shahrvini, Bita, Radha Saseendrakumar, Bharanidharan, Baxter, Sally L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9200294/
https://www.ncbi.nlm.nih.gov/pubmed/35704625
http://dx.doi.org/10.1371/journal.pone.0269231
_version_ 1784728028769681408
author Chan, Alison X.
McDermott IV, John J.
Lee, Terrence C.
Ye, Gordon Y.
Shahrvini, Bita
Radha Saseendrakumar, Bharanidharan
Baxter, Sally L.
author_facet Chan, Alison X.
McDermott IV, John J.
Lee, Terrence C.
Ye, Gordon Y.
Shahrvini, Bita
Radha Saseendrakumar, Bharanidharan
Baxter, Sally L.
author_sort Chan, Alison X.
collection PubMed
description PURPOSE: Inadequacies in healthcare access and utilization substantially impact outcomes for diabetic patients. The All of Us database offers extensive survey data pertaining to social determinants that is not routinely available in electronic health records. This study assesses whether social determinants were associated with an increased risk of developing proliferative diabetic retinopathy or related complications (e.g. related diagnoses or procedures). METHODS: We identified 729 adult participants in the National Institutes of Health All of Us Research Program data repository with diabetic retinopathy (DR) who answered survey questions pertaining to healthcare access and utilization. Electronic health record data regarding co-morbidities, laboratory values, and procedures were extracted. Multivariable logistic regression with bi-directional stepwise variable selection was performed from a wide range of predictors. Statistical significance was defined as p<0.05. RESULTS: The mean (standard deviation) age of our cohort was 64.9 (11.4) years. 15.2% identified as Hispanic or Latino, 20.4% identified as Black, 60.6% identified as White, and 19.3% identified as Other. 10–20% of patients endorsed several reasons for avoiding or delaying care, including financial concerns and lack of access to transportation. Additional significant social determinants included race and religion discordance between healthcare provider and patient (odds ratio [OR] 1.20, 95% confidence interval [CI] 1.02–1.41, p = 0.03) and caregiver responsibilities toward others (OR 3.14, 95% CI 1.01–9.50, p = 0.04). CONCLUSIONS: Nationwide data demonstrate substantial barriers to healthcare access among DR patients. In addition to financial and social determinants, race and religion discordance between providers and patients may increase the likelihood of PDR and related complications.
format Online
Article
Text
id pubmed-9200294
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-92002942022-06-16 Associations between healthcare utilization and access and diabetic retinopathy complications using All of Us nationwide survey data Chan, Alison X. McDermott IV, John J. Lee, Terrence C. Ye, Gordon Y. Shahrvini, Bita Radha Saseendrakumar, Bharanidharan Baxter, Sally L. PLoS One Research Article PURPOSE: Inadequacies in healthcare access and utilization substantially impact outcomes for diabetic patients. The All of Us database offers extensive survey data pertaining to social determinants that is not routinely available in electronic health records. This study assesses whether social determinants were associated with an increased risk of developing proliferative diabetic retinopathy or related complications (e.g. related diagnoses or procedures). METHODS: We identified 729 adult participants in the National Institutes of Health All of Us Research Program data repository with diabetic retinopathy (DR) who answered survey questions pertaining to healthcare access and utilization. Electronic health record data regarding co-morbidities, laboratory values, and procedures were extracted. Multivariable logistic regression with bi-directional stepwise variable selection was performed from a wide range of predictors. Statistical significance was defined as p<0.05. RESULTS: The mean (standard deviation) age of our cohort was 64.9 (11.4) years. 15.2% identified as Hispanic or Latino, 20.4% identified as Black, 60.6% identified as White, and 19.3% identified as Other. 10–20% of patients endorsed several reasons for avoiding or delaying care, including financial concerns and lack of access to transportation. Additional significant social determinants included race and religion discordance between healthcare provider and patient (odds ratio [OR] 1.20, 95% confidence interval [CI] 1.02–1.41, p = 0.03) and caregiver responsibilities toward others (OR 3.14, 95% CI 1.01–9.50, p = 0.04). CONCLUSIONS: Nationwide data demonstrate substantial barriers to healthcare access among DR patients. In addition to financial and social determinants, race and religion discordance between providers and patients may increase the likelihood of PDR and related complications. Public Library of Science 2022-06-15 /pmc/articles/PMC9200294/ /pubmed/35704625 http://dx.doi.org/10.1371/journal.pone.0269231 Text en © 2022 Chan et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Chan, Alison X.
McDermott IV, John J.
Lee, Terrence C.
Ye, Gordon Y.
Shahrvini, Bita
Radha Saseendrakumar, Bharanidharan
Baxter, Sally L.
Associations between healthcare utilization and access and diabetic retinopathy complications using All of Us nationwide survey data
title Associations between healthcare utilization and access and diabetic retinopathy complications using All of Us nationwide survey data
title_full Associations between healthcare utilization and access and diabetic retinopathy complications using All of Us nationwide survey data
title_fullStr Associations between healthcare utilization and access and diabetic retinopathy complications using All of Us nationwide survey data
title_full_unstemmed Associations between healthcare utilization and access and diabetic retinopathy complications using All of Us nationwide survey data
title_short Associations between healthcare utilization and access and diabetic retinopathy complications using All of Us nationwide survey data
title_sort associations between healthcare utilization and access and diabetic retinopathy complications using all of us nationwide survey data
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9200294/
https://www.ncbi.nlm.nih.gov/pubmed/35704625
http://dx.doi.org/10.1371/journal.pone.0269231
work_keys_str_mv AT chanalisonx associationsbetweenhealthcareutilizationandaccessanddiabeticretinopathycomplicationsusingallofusnationwidesurveydata
AT mcdermottivjohnj associationsbetweenhealthcareutilizationandaccessanddiabeticretinopathycomplicationsusingallofusnationwidesurveydata
AT leeterrencec associationsbetweenhealthcareutilizationandaccessanddiabeticretinopathycomplicationsusingallofusnationwidesurveydata
AT yegordony associationsbetweenhealthcareutilizationandaccessanddiabeticretinopathycomplicationsusingallofusnationwidesurveydata
AT shahrvinibita associationsbetweenhealthcareutilizationandaccessanddiabeticretinopathycomplicationsusingallofusnationwidesurveydata
AT radhasaseendrakumarbharanidharan associationsbetweenhealthcareutilizationandaccessanddiabeticretinopathycomplicationsusingallofusnationwidesurveydata
AT baxtersallyl associationsbetweenhealthcareutilizationandaccessanddiabeticretinopathycomplicationsusingallofusnationwidesurveydata