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A Systematic Review of Crohn’s Disease Case Definitions in Administrative or Claims Databases
BACKGROUND: We sought to review Crohn’s disease (CD) case definitions that use diagnosis, procedure, and medication claims. METHODS: We searched PubMed and Embase from inception through January 31, 2022, using terms related to CD, inflammatory bowel disease, administrative claims, or validity. Each...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10152279/ https://www.ncbi.nlm.nih.gov/pubmed/35857336 http://dx.doi.org/10.1093/ibd/izac131 |
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author | Hutfless, Susan Jasper, Ryan A Tilak, Aman Ghosh, Tamoghna Kedia, Saurabh Liu, Simon Urrunaga, Nathalie H Josephson, Matthew Narang, Arshit Miller, Steve Chen, Po-Hung Joseph, Shelly Brant, Steven R |
author_facet | Hutfless, Susan Jasper, Ryan A Tilak, Aman Ghosh, Tamoghna Kedia, Saurabh Liu, Simon Urrunaga, Nathalie H Josephson, Matthew Narang, Arshit Miller, Steve Chen, Po-Hung Joseph, Shelly Brant, Steven R |
author_sort | Hutfless, Susan |
collection | PubMed |
description | BACKGROUND: We sought to review Crohn’s disease (CD) case definitions that use diagnosis, procedure, and medication claims. METHODS: We searched PubMed and Embase from inception through January 31, 2022, using terms related to CD, inflammatory bowel disease, administrative claims, or validity. Each article was scrutinized by 2 authors independently screening and abstracting data. Collected data included participant characteristics, case definition characteristics, and case definition validity. When diagnostic accuracy was provided for multiple case definitions, we extracted the case definition selected by the authors. All diagnostic accuracy characteristics were captured. RESULTS: We identified 30 studies that evaluated a case definition using claims data to identify CD patients. The most common case definition included counts of diagnosis codes (57%) followed by a combination of diagnosis codes and medications (20%). All but 1 study validated the case definition with a medical chart review. In 2 studies, the patient’s primary care provider completed a survey to confirm disease status. The positive predictive value of the case definitions ranged from 18% (≥1 code at a single U.S. health plan) to 100% (≥1 code plus a relevant prescription at a U.S. hospital). More complex case definitions (eg, ≥1 code + prescription or ≥2 codes) had lower variability in positive predictive value (≥80%) and specificity (≥85%) than the ≥1 code requirement. CONCLUSIONS: Health services researchers should validate case definitions in their research cohorts. When such validation cannot be performed, we recommend using a more complex case definition. Studies without a validated CD case definition should use sensitivity analyses to confirm the robustness of their results. |
format | Online Article Text |
id | pubmed-10152279 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-101522792023-05-03 A Systematic Review of Crohn’s Disease Case Definitions in Administrative or Claims Databases Hutfless, Susan Jasper, Ryan A Tilak, Aman Ghosh, Tamoghna Kedia, Saurabh Liu, Simon Urrunaga, Nathalie H Josephson, Matthew Narang, Arshit Miller, Steve Chen, Po-Hung Joseph, Shelly Brant, Steven R Inflamm Bowel Dis Clinical Research BACKGROUND: We sought to review Crohn’s disease (CD) case definitions that use diagnosis, procedure, and medication claims. METHODS: We searched PubMed and Embase from inception through January 31, 2022, using terms related to CD, inflammatory bowel disease, administrative claims, or validity. Each article was scrutinized by 2 authors independently screening and abstracting data. Collected data included participant characteristics, case definition characteristics, and case definition validity. When diagnostic accuracy was provided for multiple case definitions, we extracted the case definition selected by the authors. All diagnostic accuracy characteristics were captured. RESULTS: We identified 30 studies that evaluated a case definition using claims data to identify CD patients. The most common case definition included counts of diagnosis codes (57%) followed by a combination of diagnosis codes and medications (20%). All but 1 study validated the case definition with a medical chart review. In 2 studies, the patient’s primary care provider completed a survey to confirm disease status. The positive predictive value of the case definitions ranged from 18% (≥1 code at a single U.S. health plan) to 100% (≥1 code plus a relevant prescription at a U.S. hospital). More complex case definitions (eg, ≥1 code + prescription or ≥2 codes) had lower variability in positive predictive value (≥80%) and specificity (≥85%) than the ≥1 code requirement. CONCLUSIONS: Health services researchers should validate case definitions in their research cohorts. When such validation cannot be performed, we recommend using a more complex case definition. Studies without a validated CD case definition should use sensitivity analyses to confirm the robustness of their results. Oxford University Press 2022-07-20 /pmc/articles/PMC10152279/ /pubmed/35857336 http://dx.doi.org/10.1093/ibd/izac131 Text en © 2022 Crohn’s & Colitis Foundation. Published by Oxford University Press on behalf of Crohn’s & Colitis Foundation. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Clinical Research Hutfless, Susan Jasper, Ryan A Tilak, Aman Ghosh, Tamoghna Kedia, Saurabh Liu, Simon Urrunaga, Nathalie H Josephson, Matthew Narang, Arshit Miller, Steve Chen, Po-Hung Joseph, Shelly Brant, Steven R A Systematic Review of Crohn’s Disease Case Definitions in Administrative or Claims Databases |
title | A Systematic Review of Crohn’s Disease Case Definitions in Administrative or Claims Databases |
title_full | A Systematic Review of Crohn’s Disease Case Definitions in Administrative or Claims Databases |
title_fullStr | A Systematic Review of Crohn’s Disease Case Definitions in Administrative or Claims Databases |
title_full_unstemmed | A Systematic Review of Crohn’s Disease Case Definitions in Administrative or Claims Databases |
title_short | A Systematic Review of Crohn’s Disease Case Definitions in Administrative or Claims Databases |
title_sort | systematic review of crohn’s disease case definitions in administrative or claims databases |
topic | Clinical Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10152279/ https://www.ncbi.nlm.nih.gov/pubmed/35857336 http://dx.doi.org/10.1093/ibd/izac131 |
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