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Exploring reasons for state-level variation in incidence of dialysis-requiring acute kidney injury (AKI-D) in the United States
BACKGROUND: There is considerable state-level variation in the incidence of dialysis-requiring acute kidney injury (AKI-D). However, little is known about reasons for this geographic variation. METHODS: National cross-sectional state-level ecological study based on State Inpatient Databases (SID) an...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7418406/ https://www.ncbi.nlm.nih.gov/pubmed/32778062 http://dx.doi.org/10.1186/s12882-020-02000-7 |
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author | Chen, Zijin McCulloch, Charles E. Powe, Neil R. Heung, Michael Saran, Rajiv Pavkov, Meda E. Burrows, Nilka Rios Hsu, Raymond K. Hsu, Chi-yuan |
author_facet | Chen, Zijin McCulloch, Charles E. Powe, Neil R. Heung, Michael Saran, Rajiv Pavkov, Meda E. Burrows, Nilka Rios Hsu, Raymond K. Hsu, Chi-yuan |
author_sort | Chen, Zijin |
collection | PubMed |
description | BACKGROUND: There is considerable state-level variation in the incidence of dialysis-requiring acute kidney injury (AKI-D). However, little is known about reasons for this geographic variation. METHODS: National cross-sectional state-level ecological study based on State Inpatient Databases (SID) and the Behavioral Risk Factor Surveillance System (BRFSS) in 2011. We analyzed 18 states and six chronic health conditions (diabetes mellitus [diabetes], hypertension, chronic kidney disease [CKD], arteriosclerotic heart disease [ASHD], cancer (excluding skin cancer), and chronic obstructive pulmonary disease [COPD]). Associations between each of the chronic health conditions and AKI-D incidence was assessed using Pearson correlation and multiple regression adjusting for mean age, the proportion of males, and the proportion of non-Hispanic whites in each state. RESULTS: The state-level AKI-D incidence ranged from 190 to 1139 per million population. State-level differences in rates of hospitalization with chronic health conditions (mostly < 3-fold difference in range) were larger than the state-level differences in prevalence for each chronic health condition (mostly < 2.5-fold difference in range). A significant correlation was shown between AKI-D incidence and prevalence of diabetes, ASHD, and COPD, as well as between AKI-D incidence and rate of hospitalization with hypertension. In regression models, after adjusting for age, sex, and race, AKI-D incidence was associated with prevalence of and rates of hospitalization with five chronic health conditions--diabetes, hypertension, CKD, ASHD and COPD--and rates of hospitalization with cancer. CONCLUSIONS: Results from this ecological analysis suggest that state-level variation in AKI-D incidence may be influenced by state-level variations in prevalence of and rates of hospitalization with several chronic health conditions. For most of the explored chronic conditions, AKI-D correlated stronger with rates of hospitalizations with the health conditions rather than with their prevalences, suggesting that better disease management strategies that prevent hospitalizations may translate into lower incidence of AKI-D. |
format | Online Article Text |
id | pubmed-7418406 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-74184062020-08-12 Exploring reasons for state-level variation in incidence of dialysis-requiring acute kidney injury (AKI-D) in the United States Chen, Zijin McCulloch, Charles E. Powe, Neil R. Heung, Michael Saran, Rajiv Pavkov, Meda E. Burrows, Nilka Rios Hsu, Raymond K. Hsu, Chi-yuan BMC Nephrol Research Article BACKGROUND: There is considerable state-level variation in the incidence of dialysis-requiring acute kidney injury (AKI-D). However, little is known about reasons for this geographic variation. METHODS: National cross-sectional state-level ecological study based on State Inpatient Databases (SID) and the Behavioral Risk Factor Surveillance System (BRFSS) in 2011. We analyzed 18 states and six chronic health conditions (diabetes mellitus [diabetes], hypertension, chronic kidney disease [CKD], arteriosclerotic heart disease [ASHD], cancer (excluding skin cancer), and chronic obstructive pulmonary disease [COPD]). Associations between each of the chronic health conditions and AKI-D incidence was assessed using Pearson correlation and multiple regression adjusting for mean age, the proportion of males, and the proportion of non-Hispanic whites in each state. RESULTS: The state-level AKI-D incidence ranged from 190 to 1139 per million population. State-level differences in rates of hospitalization with chronic health conditions (mostly < 3-fold difference in range) were larger than the state-level differences in prevalence for each chronic health condition (mostly < 2.5-fold difference in range). A significant correlation was shown between AKI-D incidence and prevalence of diabetes, ASHD, and COPD, as well as between AKI-D incidence and rate of hospitalization with hypertension. In regression models, after adjusting for age, sex, and race, AKI-D incidence was associated with prevalence of and rates of hospitalization with five chronic health conditions--diabetes, hypertension, CKD, ASHD and COPD--and rates of hospitalization with cancer. CONCLUSIONS: Results from this ecological analysis suggest that state-level variation in AKI-D incidence may be influenced by state-level variations in prevalence of and rates of hospitalization with several chronic health conditions. For most of the explored chronic conditions, AKI-D correlated stronger with rates of hospitalizations with the health conditions rather than with their prevalences, suggesting that better disease management strategies that prevent hospitalizations may translate into lower incidence of AKI-D. BioMed Central 2020-08-10 /pmc/articles/PMC7418406/ /pubmed/32778062 http://dx.doi.org/10.1186/s12882-020-02000-7 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Chen, Zijin McCulloch, Charles E. Powe, Neil R. Heung, Michael Saran, Rajiv Pavkov, Meda E. Burrows, Nilka Rios Hsu, Raymond K. Hsu, Chi-yuan Exploring reasons for state-level variation in incidence of dialysis-requiring acute kidney injury (AKI-D) in the United States |
title | Exploring reasons for state-level variation in incidence of dialysis-requiring acute kidney injury (AKI-D) in the United States |
title_full | Exploring reasons for state-level variation in incidence of dialysis-requiring acute kidney injury (AKI-D) in the United States |
title_fullStr | Exploring reasons for state-level variation in incidence of dialysis-requiring acute kidney injury (AKI-D) in the United States |
title_full_unstemmed | Exploring reasons for state-level variation in incidence of dialysis-requiring acute kidney injury (AKI-D) in the United States |
title_short | Exploring reasons for state-level variation in incidence of dialysis-requiring acute kidney injury (AKI-D) in the United States |
title_sort | exploring reasons for state-level variation in incidence of dialysis-requiring acute kidney injury (aki-d) in the united states |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7418406/ https://www.ncbi.nlm.nih.gov/pubmed/32778062 http://dx.doi.org/10.1186/s12882-020-02000-7 |
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