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Lab-based and diagnosis-based chronic kidney disease recognition and staging concordance
BACKGROUND: Chronic kidney disease (CKD) is often under-recognized and poorly documented via diagnoses, but the extent of under-recognition is not well understood among Medicare beneficiaries. The current study used claims-based diagnosis and lab data to examine patient factors associated with clini...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6744668/ https://www.ncbi.nlm.nih.gov/pubmed/31521124 http://dx.doi.org/10.1186/s12882-019-1551-3 |
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author | Diamantidis, Clarissa J. Hale, Sarah L. Wang, Virginia Smith, Valerie A. Scholle, Sarah Hudson Maciejewski, Matthew L. |
author_facet | Diamantidis, Clarissa J. Hale, Sarah L. Wang, Virginia Smith, Valerie A. Scholle, Sarah Hudson Maciejewski, Matthew L. |
author_sort | Diamantidis, Clarissa J. |
collection | PubMed |
description | BACKGROUND: Chronic kidney disease (CKD) is often under-recognized and poorly documented via diagnoses, but the extent of under-recognition is not well understood among Medicare beneficiaries. The current study used claims-based diagnosis and lab data to examine patient factors associated with clinically recognized CKD and CKD stage concordance between claims- and lab-based sources in a cohort of Medicare beneficiaries. METHODS: In a cohort of fee-for-service (FFS) beneficiaries with CKD based on 2011 labs, we examined the proportion with clinically recognized CKD via diagnoses and factors associated with clinical recognition in logistic regression. In the subset of beneficiaries with CKD stage identified from both labs and diagnoses, we examined concordance in CKD stage from both sources, and factors independently associated with CKD stage concordance in logistic regression. RESULTS: Among the subset of 206,036 beneficiaries with lab-based CKD, only 11.8% (n = 24,286) had clinically recognized CKD via diagnoses. Clinical recognition was more likely for beneficiaries who had higher CKD stages, were non-elderly, were Hispanic or non-Hispanic Black, lived in core metropolitan areas, had multiple chronic conditions or outpatient visits in 2010, or saw a nephrologist. In the subset of 18,749 beneficiaries with CKD stage identified from both labs and diagnoses, 70.0% had concordant CKD stage, which was more likely if beneficiaries were older adults, male, lived in micropolitan areas instead of non-core areas, or saw a nephrologist. CONCLUSIONS: There is significant under-diagnosis of CKD in Medicare FFS beneficiaries, which can be addressed with the availability of lab results. |
format | Online Article Text |
id | pubmed-6744668 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-67446682019-09-18 Lab-based and diagnosis-based chronic kidney disease recognition and staging concordance Diamantidis, Clarissa J. Hale, Sarah L. Wang, Virginia Smith, Valerie A. Scholle, Sarah Hudson Maciejewski, Matthew L. BMC Nephrol Research Article BACKGROUND: Chronic kidney disease (CKD) is often under-recognized and poorly documented via diagnoses, but the extent of under-recognition is not well understood among Medicare beneficiaries. The current study used claims-based diagnosis and lab data to examine patient factors associated with clinically recognized CKD and CKD stage concordance between claims- and lab-based sources in a cohort of Medicare beneficiaries. METHODS: In a cohort of fee-for-service (FFS) beneficiaries with CKD based on 2011 labs, we examined the proportion with clinically recognized CKD via diagnoses and factors associated with clinical recognition in logistic regression. In the subset of beneficiaries with CKD stage identified from both labs and diagnoses, we examined concordance in CKD stage from both sources, and factors independently associated with CKD stage concordance in logistic regression. RESULTS: Among the subset of 206,036 beneficiaries with lab-based CKD, only 11.8% (n = 24,286) had clinically recognized CKD via diagnoses. Clinical recognition was more likely for beneficiaries who had higher CKD stages, were non-elderly, were Hispanic or non-Hispanic Black, lived in core metropolitan areas, had multiple chronic conditions or outpatient visits in 2010, or saw a nephrologist. In the subset of 18,749 beneficiaries with CKD stage identified from both labs and diagnoses, 70.0% had concordant CKD stage, which was more likely if beneficiaries were older adults, male, lived in micropolitan areas instead of non-core areas, or saw a nephrologist. CONCLUSIONS: There is significant under-diagnosis of CKD in Medicare FFS beneficiaries, which can be addressed with the availability of lab results. BioMed Central 2019-09-14 /pmc/articles/PMC6744668/ /pubmed/31521124 http://dx.doi.org/10.1186/s12882-019-1551-3 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. 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. |
spellingShingle | Research Article Diamantidis, Clarissa J. Hale, Sarah L. Wang, Virginia Smith, Valerie A. Scholle, Sarah Hudson Maciejewski, Matthew L. Lab-based and diagnosis-based chronic kidney disease recognition and staging concordance |
title | Lab-based and diagnosis-based chronic kidney disease recognition and staging concordance |
title_full | Lab-based and diagnosis-based chronic kidney disease recognition and staging concordance |
title_fullStr | Lab-based and diagnosis-based chronic kidney disease recognition and staging concordance |
title_full_unstemmed | Lab-based and diagnosis-based chronic kidney disease recognition and staging concordance |
title_short | Lab-based and diagnosis-based chronic kidney disease recognition and staging concordance |
title_sort | lab-based and diagnosis-based chronic kidney disease recognition and staging concordance |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6744668/ https://www.ncbi.nlm.nih.gov/pubmed/31521124 http://dx.doi.org/10.1186/s12882-019-1551-3 |
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