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Attributing diseases to multiple pathways: a causal-pie modeling approach
Characterizing the relations between exposures and diseases is the central tenet of epidemiology. Researchers may want to evaluate exposure-disease causation by assessing whether the disease under concern is induced by the various exposures – the so-called “attribution”. In this paper, the authors p...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Dove Medical Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5931201/ https://www.ncbi.nlm.nih.gov/pubmed/29740220 http://dx.doi.org/10.2147/CLEP.S160205 |
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author | Chen, Christine Lee, Wen-Chung |
author_facet | Chen, Christine Lee, Wen-Chung |
author_sort | Chen, Christine |
collection | PubMed |
description | Characterizing the relations between exposures and diseases is the central tenet of epidemiology. Researchers may want to evaluate exposure-disease causation by assessing whether the disease under concern is induced by the various exposures – the so-called “attribution”. In this paper, the authors propose a method to attribute diseases to multiple pathways based on the causal-pie model. The method can also be used to evaluate the potential impact of an intervention strategy and to allocate responsibility in tort-law liability issues. |
format | Online Article Text |
id | pubmed-5931201 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Dove Medical Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-59312012018-05-08 Attributing diseases to multiple pathways: a causal-pie modeling approach Chen, Christine Lee, Wen-Chung Clin Epidemiol Methodology Characterizing the relations between exposures and diseases is the central tenet of epidemiology. Researchers may want to evaluate exposure-disease causation by assessing whether the disease under concern is induced by the various exposures – the so-called “attribution”. In this paper, the authors propose a method to attribute diseases to multiple pathways based on the causal-pie model. The method can also be used to evaluate the potential impact of an intervention strategy and to allocate responsibility in tort-law liability issues. Dove Medical Press 2018-04-27 /pmc/articles/PMC5931201/ /pubmed/29740220 http://dx.doi.org/10.2147/CLEP.S160205 Text en © 2018 Chen and Lee. This work is published and licensed by Dove Medical Press Limited The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. |
spellingShingle | Methodology Chen, Christine Lee, Wen-Chung Attributing diseases to multiple pathways: a causal-pie modeling approach |
title | Attributing diseases to multiple pathways: a causal-pie modeling approach |
title_full | Attributing diseases to multiple pathways: a causal-pie modeling approach |
title_fullStr | Attributing diseases to multiple pathways: a causal-pie modeling approach |
title_full_unstemmed | Attributing diseases to multiple pathways: a causal-pie modeling approach |
title_short | Attributing diseases to multiple pathways: a causal-pie modeling approach |
title_sort | attributing diseases to multiple pathways: a causal-pie modeling approach |
topic | Methodology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5931201/ https://www.ncbi.nlm.nih.gov/pubmed/29740220 http://dx.doi.org/10.2147/CLEP.S160205 |
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