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Technical evaluation of methods for identifying chemotherapy-induced febrile neutropenia in healthcare claims databases

BACKGROUND: Healthcare claims databases have been used in several studies to characterize the risk and burden of chemotherapy-induced febrile neutropenia (FN) and effectiveness of colony-stimulating factors against FN. The accuracy of methods previously used to identify FN in such databases has not...

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Autores principales: Weycker, Derek, Sofrygin, Oleg, Seefeld, Kim, Deeter, Robert G, Legg, Jason, Edelsberg, John
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3576237/
https://www.ncbi.nlm.nih.gov/pubmed/23406481
http://dx.doi.org/10.1186/1472-6963-13-60
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author Weycker, Derek
Sofrygin, Oleg
Seefeld, Kim
Deeter, Robert G
Legg, Jason
Edelsberg, John
author_facet Weycker, Derek
Sofrygin, Oleg
Seefeld, Kim
Deeter, Robert G
Legg, Jason
Edelsberg, John
author_sort Weycker, Derek
collection PubMed
description BACKGROUND: Healthcare claims databases have been used in several studies to characterize the risk and burden of chemotherapy-induced febrile neutropenia (FN) and effectiveness of colony-stimulating factors against FN. The accuracy of methods previously used to identify FN in such databases has not been formally evaluated. METHODS: Data comprised linked electronic medical records from Geisinger Health System and healthcare claims data from Geisinger Health Plan. Subjects were classified into subgroups based on whether or not they were hospitalized for FN per the presumptive “gold standard” (ANC <1.0×10(9)/L, and body temperature ≥38.3°C or receipt of antibiotics) and claims-based definition (diagnosis codes for neutropenia, fever, and/or infection). Accuracy was evaluated principally based on positive predictive value (PPV) and sensitivity. RESULTS: Among 357 study subjects, 82 (23%) met the gold standard for hospitalized FN. For the claims-based definition including diagnosis codes for neutropenia plus fever in any position (n=28), PPV was 100% and sensitivity was 34% (95% CI: 24–45). For the definition including neutropenia in the primary position (n=54), PPV was 87% (78–95) and sensitivity was 57% (46–68). For the definition including neutropenia in any position (n=71), PPV was 77% (68–87) and sensitivity was 67% (56–77). CONCLUSIONS: Patients hospitalized for chemotherapy-induced FN can be identified in healthcare claims databases--with an acceptable level of mis-classification--using diagnosis codes for neutropenia, or neutropenia plus fever.
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spelling pubmed-35762372013-02-20 Technical evaluation of methods for identifying chemotherapy-induced febrile neutropenia in healthcare claims databases Weycker, Derek Sofrygin, Oleg Seefeld, Kim Deeter, Robert G Legg, Jason Edelsberg, John BMC Health Serv Res Research Article BACKGROUND: Healthcare claims databases have been used in several studies to characterize the risk and burden of chemotherapy-induced febrile neutropenia (FN) and effectiveness of colony-stimulating factors against FN. The accuracy of methods previously used to identify FN in such databases has not been formally evaluated. METHODS: Data comprised linked electronic medical records from Geisinger Health System and healthcare claims data from Geisinger Health Plan. Subjects were classified into subgroups based on whether or not they were hospitalized for FN per the presumptive “gold standard” (ANC <1.0×10(9)/L, and body temperature ≥38.3°C or receipt of antibiotics) and claims-based definition (diagnosis codes for neutropenia, fever, and/or infection). Accuracy was evaluated principally based on positive predictive value (PPV) and sensitivity. RESULTS: Among 357 study subjects, 82 (23%) met the gold standard for hospitalized FN. For the claims-based definition including diagnosis codes for neutropenia plus fever in any position (n=28), PPV was 100% and sensitivity was 34% (95% CI: 24–45). For the definition including neutropenia in the primary position (n=54), PPV was 87% (78–95) and sensitivity was 57% (46–68). For the definition including neutropenia in any position (n=71), PPV was 77% (68–87) and sensitivity was 67% (56–77). CONCLUSIONS: Patients hospitalized for chemotherapy-induced FN can be identified in healthcare claims databases--with an acceptable level of mis-classification--using diagnosis codes for neutropenia, or neutropenia plus fever. BioMed Central 2013-02-13 /pmc/articles/PMC3576237/ /pubmed/23406481 http://dx.doi.org/10.1186/1472-6963-13-60 Text en Copyright ©2013 Weycker 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 Article
Weycker, Derek
Sofrygin, Oleg
Seefeld, Kim
Deeter, Robert G
Legg, Jason
Edelsberg, John
Technical evaluation of methods for identifying chemotherapy-induced febrile neutropenia in healthcare claims databases
title Technical evaluation of methods for identifying chemotherapy-induced febrile neutropenia in healthcare claims databases
title_full Technical evaluation of methods for identifying chemotherapy-induced febrile neutropenia in healthcare claims databases
title_fullStr Technical evaluation of methods for identifying chemotherapy-induced febrile neutropenia in healthcare claims databases
title_full_unstemmed Technical evaluation of methods for identifying chemotherapy-induced febrile neutropenia in healthcare claims databases
title_short Technical evaluation of methods for identifying chemotherapy-induced febrile neutropenia in healthcare claims databases
title_sort technical evaluation of methods for identifying chemotherapy-induced febrile neutropenia in healthcare claims databases
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3576237/
https://www.ncbi.nlm.nih.gov/pubmed/23406481
http://dx.doi.org/10.1186/1472-6963-13-60
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