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Clinical decision support improves physician guideline adherence for laboratory monitoring of chronic kidney disease: a matched cohort study
BACKGROUND: Guidelines exist for chronic kidney disease (CKD) but are not well implemented in clinical practice. We evaluated the impact of a guideline-based clinical decision support system (CDSS) on laboratory monitoring and achievement of laboratory targets in stage 3–4 CKD patients. METHODS: We...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4608162/ https://www.ncbi.nlm.nih.gov/pubmed/26471846 http://dx.doi.org/10.1186/s12882-015-0159-5 |
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author | Ennis, Jennifer Gillen, Daniel Rubenstein, Arthur Worcester, Elaine Brecher, Mark E. Asplin, John Coe, Fredric |
author_facet | Ennis, Jennifer Gillen, Daniel Rubenstein, Arthur Worcester, Elaine Brecher, Mark E. Asplin, John Coe, Fredric |
author_sort | Ennis, Jennifer |
collection | PubMed |
description | BACKGROUND: Guidelines exist for chronic kidney disease (CKD) but are not well implemented in clinical practice. We evaluated the impact of a guideline-based clinical decision support system (CDSS) on laboratory monitoring and achievement of laboratory targets in stage 3–4 CKD patients. METHODS: We performed a matched cohort study of 12,353 stage 3–4 CKD patients whose physicians opted to receive an automated guideline-based CDSS with CKD-related lab results, and 42,996 matched controls whose physicians did not receive the CDSS. Physicians were from US community-based physician practices utilizing a large, commercial laboratory (LabCorp®). We compared the percentage of laboratory tests obtained within guideline-recommended intervals and the percentage of results within guideline target ranges between CDSS and non-CDSS patients. Laboratory tests analyzed included estimated glomerular filtration rate, plasma parathyroid hormone, serum calcium, phosphorus, 25-hydroxy vitamin D (25-D), total carbon dioxide, transferrin saturation (TSAT), LDL cholesterol (LDL-C), blood hemoglobin, and urine protein measurements. RESULTS: Physicians who used the CDSS ordered all CKD-relevant testing more in accord with guidelines than those who did not use the system. Odds ratios favoring CDSS ranged from 1.29 (TSAT) to 1.88 (serum phosphorus) [CI, 1.20 to 2.01], p < 0.001 for all tests. The CDSS impact was greater for primary care physicians versus nephrologists. CDSS physicians met guideline targets for LDL-C and 25-D more often, but hemoglobin targets less often, than non-CDSS physicians. Use of CDSS did not impact guideline target achievement for the remaining tests. CONCLUSIONS: Use of an automated laboratory-based CDSS may improve physician adherence to guidelines with respect to timely monitoring of CKD. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12882-015-0159-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4608162 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46081622015-10-17 Clinical decision support improves physician guideline adherence for laboratory monitoring of chronic kidney disease: a matched cohort study Ennis, Jennifer Gillen, Daniel Rubenstein, Arthur Worcester, Elaine Brecher, Mark E. Asplin, John Coe, Fredric BMC Nephrol Research Article BACKGROUND: Guidelines exist for chronic kidney disease (CKD) but are not well implemented in clinical practice. We evaluated the impact of a guideline-based clinical decision support system (CDSS) on laboratory monitoring and achievement of laboratory targets in stage 3–4 CKD patients. METHODS: We performed a matched cohort study of 12,353 stage 3–4 CKD patients whose physicians opted to receive an automated guideline-based CDSS with CKD-related lab results, and 42,996 matched controls whose physicians did not receive the CDSS. Physicians were from US community-based physician practices utilizing a large, commercial laboratory (LabCorp®). We compared the percentage of laboratory tests obtained within guideline-recommended intervals and the percentage of results within guideline target ranges between CDSS and non-CDSS patients. Laboratory tests analyzed included estimated glomerular filtration rate, plasma parathyroid hormone, serum calcium, phosphorus, 25-hydroxy vitamin D (25-D), total carbon dioxide, transferrin saturation (TSAT), LDL cholesterol (LDL-C), blood hemoglobin, and urine protein measurements. RESULTS: Physicians who used the CDSS ordered all CKD-relevant testing more in accord with guidelines than those who did not use the system. Odds ratios favoring CDSS ranged from 1.29 (TSAT) to 1.88 (serum phosphorus) [CI, 1.20 to 2.01], p < 0.001 for all tests. The CDSS impact was greater for primary care physicians versus nephrologists. CDSS physicians met guideline targets for LDL-C and 25-D more often, but hemoglobin targets less often, than non-CDSS physicians. Use of CDSS did not impact guideline target achievement for the remaining tests. CONCLUSIONS: Use of an automated laboratory-based CDSS may improve physician adherence to guidelines with respect to timely monitoring of CKD. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12882-015-0159-5) contains supplementary material, which is available to authorized users. BioMed Central 2015-10-15 /pmc/articles/PMC4608162/ /pubmed/26471846 http://dx.doi.org/10.1186/s12882-015-0159-5 Text en © Ennis et al. 2015 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 Ennis, Jennifer Gillen, Daniel Rubenstein, Arthur Worcester, Elaine Brecher, Mark E. Asplin, John Coe, Fredric Clinical decision support improves physician guideline adherence for laboratory monitoring of chronic kidney disease: a matched cohort study |
title | Clinical decision support improves physician guideline adherence for laboratory monitoring of chronic kidney disease: a matched cohort study |
title_full | Clinical decision support improves physician guideline adherence for laboratory monitoring of chronic kidney disease: a matched cohort study |
title_fullStr | Clinical decision support improves physician guideline adherence for laboratory monitoring of chronic kidney disease: a matched cohort study |
title_full_unstemmed | Clinical decision support improves physician guideline adherence for laboratory monitoring of chronic kidney disease: a matched cohort study |
title_short | Clinical decision support improves physician guideline adherence for laboratory monitoring of chronic kidney disease: a matched cohort study |
title_sort | clinical decision support improves physician guideline adherence for laboratory monitoring of chronic kidney disease: a matched cohort study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4608162/ https://www.ncbi.nlm.nih.gov/pubmed/26471846 http://dx.doi.org/10.1186/s12882-015-0159-5 |
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