Cargando…

An observational study of socioeconomic and clinical gradients among diabetes patients hospitalized for avoidable causes: evidence of underlying health disparities in China?

INTRODUCTION: Diabetes is an ambulatory care sensitive condition that can generally be managed in outpatient settings with little or no need for inpatient care. As a preliminary step to investigate whether health disparities can be detected in the inpatient setting in China, we study how diabetic pa...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Brian, Eggleston, Karen, Li, Hong, Shah, Nilay, Wang, Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3917615/
https://www.ncbi.nlm.nih.gov/pubmed/24479633
http://dx.doi.org/10.1186/1475-9276-13-9
_version_ 1782302867187564544
author Chen, Brian
Eggleston, Karen
Li, Hong
Shah, Nilay
Wang, Jian
author_facet Chen, Brian
Eggleston, Karen
Li, Hong
Shah, Nilay
Wang, Jian
author_sort Chen, Brian
collection PubMed
description INTRODUCTION: Diabetes is an ambulatory care sensitive condition that can generally be managed in outpatient settings with little or no need for inpatient care. As a preliminary step to investigate whether health disparities can be detected in the inpatient setting in China, we study how diabetic patients hospitalized without prior primary care contact or with greater severity of illness differ from other diabetic inpatients along socioeconomic and clinical dimensions. METHODS: We conduct an observational study using three years of clinical data for more than 1,800 adult patients with diabetes at two tertiary hospitals in East China. Univariate analysis and probit regression are used to characterize the differences in socioeconomic and clinical factors between patients hospitalized for diabetes with no prior primary care contact and those hospitalized with previous treatment experience. Secondarily, we use ordinary least squares regression to estimate the socioeconomic and clinical differences associated with poor serum glucose control at admission. RESULTS: We find that compared with patients hospitalized after prior treatment experience, inpatients with no previous primary care contact for diabetes have worse clinical laboratory values, are more likely to be young and male, to have lower education attainment, and to have poorer blood sugar control. Insurance, urban residence, and previous use of diabetic medication are in turn negatively correlated with HbA1c levels upon admission. CONCLUSION: Among hospitalized diabetic patients, socioeconomic factors such as lower education attainment, rural residence and lack of full insurance are associated with avoidable hospitalizations or worse indicators of health. Although we cannot definitively rule out selection bias, these findings are consistent with health disparities observable even at the inpatient level. Future studies should study the underlying mechanism by which traditionally vulnerable groups are more likely to be hospitalized for avoidable causes and with greater severity of illness.
format Online
Article
Text
id pubmed-3917615
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-39176152014-02-08 An observational study of socioeconomic and clinical gradients among diabetes patients hospitalized for avoidable causes: evidence of underlying health disparities in China? Chen, Brian Eggleston, Karen Li, Hong Shah, Nilay Wang, Jian Int J Equity Health Research INTRODUCTION: Diabetes is an ambulatory care sensitive condition that can generally be managed in outpatient settings with little or no need for inpatient care. As a preliminary step to investigate whether health disparities can be detected in the inpatient setting in China, we study how diabetic patients hospitalized without prior primary care contact or with greater severity of illness differ from other diabetic inpatients along socioeconomic and clinical dimensions. METHODS: We conduct an observational study using three years of clinical data for more than 1,800 adult patients with diabetes at two tertiary hospitals in East China. Univariate analysis and probit regression are used to characterize the differences in socioeconomic and clinical factors between patients hospitalized for diabetes with no prior primary care contact and those hospitalized with previous treatment experience. Secondarily, we use ordinary least squares regression to estimate the socioeconomic and clinical differences associated with poor serum glucose control at admission. RESULTS: We find that compared with patients hospitalized after prior treatment experience, inpatients with no previous primary care contact for diabetes have worse clinical laboratory values, are more likely to be young and male, to have lower education attainment, and to have poorer blood sugar control. Insurance, urban residence, and previous use of diabetic medication are in turn negatively correlated with HbA1c levels upon admission. CONCLUSION: Among hospitalized diabetic patients, socioeconomic factors such as lower education attainment, rural residence and lack of full insurance are associated with avoidable hospitalizations or worse indicators of health. Although we cannot definitively rule out selection bias, these findings are consistent with health disparities observable even at the inpatient level. Future studies should study the underlying mechanism by which traditionally vulnerable groups are more likely to be hospitalized for avoidable causes and with greater severity of illness. BioMed Central 2014-01-30 /pmc/articles/PMC3917615/ /pubmed/24479633 http://dx.doi.org/10.1186/1475-9276-13-9 Text en Copyright © 2014 Chen et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Chen, Brian
Eggleston, Karen
Li, Hong
Shah, Nilay
Wang, Jian
An observational study of socioeconomic and clinical gradients among diabetes patients hospitalized for avoidable causes: evidence of underlying health disparities in China?
title An observational study of socioeconomic and clinical gradients among diabetes patients hospitalized for avoidable causes: evidence of underlying health disparities in China?
title_full An observational study of socioeconomic and clinical gradients among diabetes patients hospitalized for avoidable causes: evidence of underlying health disparities in China?
title_fullStr An observational study of socioeconomic and clinical gradients among diabetes patients hospitalized for avoidable causes: evidence of underlying health disparities in China?
title_full_unstemmed An observational study of socioeconomic and clinical gradients among diabetes patients hospitalized for avoidable causes: evidence of underlying health disparities in China?
title_short An observational study of socioeconomic and clinical gradients among diabetes patients hospitalized for avoidable causes: evidence of underlying health disparities in China?
title_sort observational study of socioeconomic and clinical gradients among diabetes patients hospitalized for avoidable causes: evidence of underlying health disparities in china?
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3917615/
https://www.ncbi.nlm.nih.gov/pubmed/24479633
http://dx.doi.org/10.1186/1475-9276-13-9
work_keys_str_mv AT chenbrian anobservationalstudyofsocioeconomicandclinicalgradientsamongdiabetespatientshospitalizedforavoidablecausesevidenceofunderlyinghealthdisparitiesinchina
AT egglestonkaren anobservationalstudyofsocioeconomicandclinicalgradientsamongdiabetespatientshospitalizedforavoidablecausesevidenceofunderlyinghealthdisparitiesinchina
AT lihong anobservationalstudyofsocioeconomicandclinicalgradientsamongdiabetespatientshospitalizedforavoidablecausesevidenceofunderlyinghealthdisparitiesinchina
AT shahnilay anobservationalstudyofsocioeconomicandclinicalgradientsamongdiabetespatientshospitalizedforavoidablecausesevidenceofunderlyinghealthdisparitiesinchina
AT wangjian anobservationalstudyofsocioeconomicandclinicalgradientsamongdiabetespatientshospitalizedforavoidablecausesevidenceofunderlyinghealthdisparitiesinchina
AT chenbrian observationalstudyofsocioeconomicandclinicalgradientsamongdiabetespatientshospitalizedforavoidablecausesevidenceofunderlyinghealthdisparitiesinchina
AT egglestonkaren observationalstudyofsocioeconomicandclinicalgradientsamongdiabetespatientshospitalizedforavoidablecausesevidenceofunderlyinghealthdisparitiesinchina
AT lihong observationalstudyofsocioeconomicandclinicalgradientsamongdiabetespatientshospitalizedforavoidablecausesevidenceofunderlyinghealthdisparitiesinchina
AT shahnilay observationalstudyofsocioeconomicandclinicalgradientsamongdiabetespatientshospitalizedforavoidablecausesevidenceofunderlyinghealthdisparitiesinchina
AT wangjian observationalstudyofsocioeconomicandclinicalgradientsamongdiabetespatientshospitalizedforavoidablecausesevidenceofunderlyinghealthdisparitiesinchina