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Measurement of skeletal related events in SEER-Medicare: a comparison of claims-based methods

BACKGROUND: Skeletal related events (SREs) are common in men with metastatic prostate cancer (mPC). Various methods have been used to identify SREs from claims data. The objective of this study was to provide a framework for measuring SREs from claims and compare SRE prevalence and cumulative incide...

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Autores principales: Aly, Abdalla, Onukwugha, Eberechukwu, Woods, Corinne, Mullins, C. Daniel, Kwok, Young, Qian, Yi, Arellano, Jorge, Balakumaran, Arun, Hussain, Arif
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4544826/
https://www.ncbi.nlm.nih.gov/pubmed/26286392
http://dx.doi.org/10.1186/s12874-015-0047-5
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author Aly, Abdalla
Onukwugha, Eberechukwu
Woods, Corinne
Mullins, C. Daniel
Kwok, Young
Qian, Yi
Arellano, Jorge
Balakumaran, Arun
Hussain, Arif
author_facet Aly, Abdalla
Onukwugha, Eberechukwu
Woods, Corinne
Mullins, C. Daniel
Kwok, Young
Qian, Yi
Arellano, Jorge
Balakumaran, Arun
Hussain, Arif
author_sort Aly, Abdalla
collection PubMed
description BACKGROUND: Skeletal related events (SREs) are common in men with metastatic prostate cancer (mPC). Various methods have been used to identify SREs from claims data. The objective of this study was to provide a framework for measuring SREs from claims and compare SRE prevalence and cumulative incidence estimates based on alternative approaches in men with mPC. METHODS: Several claims-based approaches for identifying SREs were developed and applied to data for men aged [greater than or equal to] 66 years newly diagnosed with mPC between 2000 and 2009 in the SEER-Medicare datasets and followed through 2010 or until censoring. Post-diagnosis SREs were identified using claims that indicated spinal cord compression (SCC), pathologic fracture (PF), surgery to bone (BS), or radiation (suggestive of bone palliative radiation, RAD). To measure SRE prevalence, two SRE definitions were created: ‘base case’ (most commonly used in the literature) and ‘alternative’ in which different claims were used to identify each type of SRE. To measure cumulative incidence, we used the ‘base case’ definition and applied three periods in which claims were clustered to episodes: 14-, 21-, and 28-day windows. RESULTS: Among 8997 mPC patients, 46 % experienced an SRE according to the ‘base case’ definition and 43 % patients experienced an SRE according to the ‘alternative’ definition. Varying the code definition from ‘base case’ to ‘alternative’ resulted in an 8 % increase in the overall SRE prevalence. Using the 21-day window, a total of 12,930 SRE episodes were observed during follow up. Varying the window length from 21 to 28 days resulted in an 8 % decrease in SRE cumulative incidence (RAD: 10 %, PF: 8 %, SCC: 6 %, BS: 0.2 %). CONCLUSIONS: SRE prevalence was affected by the codes used, with PF being most impacted. The overall SRE cumulative incidence was affected by the window length used, with RAD being most affected. These results underscore the importance of the baseline definitions used to study claims data when attempting to understand relevant clinical events such as SREs in the real world setting.
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spelling pubmed-45448262015-08-22 Measurement of skeletal related events in SEER-Medicare: a comparison of claims-based methods Aly, Abdalla Onukwugha, Eberechukwu Woods, Corinne Mullins, C. Daniel Kwok, Young Qian, Yi Arellano, Jorge Balakumaran, Arun Hussain, Arif BMC Med Res Methodol Research Article BACKGROUND: Skeletal related events (SREs) are common in men with metastatic prostate cancer (mPC). Various methods have been used to identify SREs from claims data. The objective of this study was to provide a framework for measuring SREs from claims and compare SRE prevalence and cumulative incidence estimates based on alternative approaches in men with mPC. METHODS: Several claims-based approaches for identifying SREs were developed and applied to data for men aged [greater than or equal to] 66 years newly diagnosed with mPC between 2000 and 2009 in the SEER-Medicare datasets and followed through 2010 or until censoring. Post-diagnosis SREs were identified using claims that indicated spinal cord compression (SCC), pathologic fracture (PF), surgery to bone (BS), or radiation (suggestive of bone palliative radiation, RAD). To measure SRE prevalence, two SRE definitions were created: ‘base case’ (most commonly used in the literature) and ‘alternative’ in which different claims were used to identify each type of SRE. To measure cumulative incidence, we used the ‘base case’ definition and applied three periods in which claims were clustered to episodes: 14-, 21-, and 28-day windows. RESULTS: Among 8997 mPC patients, 46 % experienced an SRE according to the ‘base case’ definition and 43 % patients experienced an SRE according to the ‘alternative’ definition. Varying the code definition from ‘base case’ to ‘alternative’ resulted in an 8 % increase in the overall SRE prevalence. Using the 21-day window, a total of 12,930 SRE episodes were observed during follow up. Varying the window length from 21 to 28 days resulted in an 8 % decrease in SRE cumulative incidence (RAD: 10 %, PF: 8 %, SCC: 6 %, BS: 0.2 %). CONCLUSIONS: SRE prevalence was affected by the codes used, with PF being most impacted. The overall SRE cumulative incidence was affected by the window length used, with RAD being most affected. These results underscore the importance of the baseline definitions used to study claims data when attempting to understand relevant clinical events such as SREs in the real world setting. BioMed Central 2015-08-19 /pmc/articles/PMC4544826/ /pubmed/26286392 http://dx.doi.org/10.1186/s12874-015-0047-5 Text en © Aly et al. 2015 Open Access This 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
Aly, Abdalla
Onukwugha, Eberechukwu
Woods, Corinne
Mullins, C. Daniel
Kwok, Young
Qian, Yi
Arellano, Jorge
Balakumaran, Arun
Hussain, Arif
Measurement of skeletal related events in SEER-Medicare: a comparison of claims-based methods
title Measurement of skeletal related events in SEER-Medicare: a comparison of claims-based methods
title_full Measurement of skeletal related events in SEER-Medicare: a comparison of claims-based methods
title_fullStr Measurement of skeletal related events in SEER-Medicare: a comparison of claims-based methods
title_full_unstemmed Measurement of skeletal related events in SEER-Medicare: a comparison of claims-based methods
title_short Measurement of skeletal related events in SEER-Medicare: a comparison of claims-based methods
title_sort measurement of skeletal related events in seer-medicare: a comparison of claims-based methods
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4544826/
https://www.ncbi.nlm.nih.gov/pubmed/26286392
http://dx.doi.org/10.1186/s12874-015-0047-5
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