Cargando…
Factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns
Cystic fibrosis (CF) is a progressive multi-organ disease with significant morbidity placing extensive demands on the healthcare system. Little is known about those individuals with CF who continually incur high costs over multiple years. Understanding their characteristics may help inform opportuni...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10235057/ https://www.ncbi.nlm.nih.gov/pubmed/37264136 http://dx.doi.org/10.1038/s41598-023-35942-7 |
_version_ | 1785052623496282112 |
---|---|
author | Desai, Sameer Zhang, Wei Sutherland, Jason M. Singer, Joel Quon, Bradley S. |
author_facet | Desai, Sameer Zhang, Wei Sutherland, Jason M. Singer, Joel Quon, Bradley S. |
author_sort | Desai, Sameer |
collection | PubMed |
description | Cystic fibrosis (CF) is a progressive multi-organ disease with significant morbidity placing extensive demands on the healthcare system. Little is known about those individuals with CF who continually incur high costs over multiple years. Understanding their characteristics may help inform opportunities to improve management and care, and potentially reduce costs. The purpose of this study was to identify and understand the clinical and demographic attributes of frequent high-costing CF individuals and characterize their healthcare utilization and costs over time. A longitudinal study of retrospective data was completed in British Columbia, Canada by linking the Canadian CF Registry with provincial healthcare administrative databases for the period between 2009 and 2017. Multivariable Cox regression models were employed to identify baseline factors associated with becoming a frequent high-cost CF user (vs. not a frequent high-cost CF user) in the follow-up period. We found that severe lung impairment (Hazard Ratio [HR]: 3.71, 95% confidence interval [CI], 1.49–9.21), lung transplantation (HR: 4.23, 95% CI, 1.68–10.69), liver cirrhosis with portal hypertension (HR: 10.96, 95% CI: 3.85–31.20) and female sex (HR: 1.97, 95% CI: 1.13–3.44) were associated with becoming a frequent high-cost CF user. Fifty-nine (17% of cohort) frequent high-cost CF users accounted for more than one-third of the overall total healthcare costs, largely due to inpatient hospitalization and outpatient medication costs. |
format | Online Article Text |
id | pubmed-10235057 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-102350572023-06-03 Factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns Desai, Sameer Zhang, Wei Sutherland, Jason M. Singer, Joel Quon, Bradley S. Sci Rep Article Cystic fibrosis (CF) is a progressive multi-organ disease with significant morbidity placing extensive demands on the healthcare system. Little is known about those individuals with CF who continually incur high costs over multiple years. Understanding their characteristics may help inform opportunities to improve management and care, and potentially reduce costs. The purpose of this study was to identify and understand the clinical and demographic attributes of frequent high-costing CF individuals and characterize their healthcare utilization and costs over time. A longitudinal study of retrospective data was completed in British Columbia, Canada by linking the Canadian CF Registry with provincial healthcare administrative databases for the period between 2009 and 2017. Multivariable Cox regression models were employed to identify baseline factors associated with becoming a frequent high-cost CF user (vs. not a frequent high-cost CF user) in the follow-up period. We found that severe lung impairment (Hazard Ratio [HR]: 3.71, 95% confidence interval [CI], 1.49–9.21), lung transplantation (HR: 4.23, 95% CI, 1.68–10.69), liver cirrhosis with portal hypertension (HR: 10.96, 95% CI: 3.85–31.20) and female sex (HR: 1.97, 95% CI: 1.13–3.44) were associated with becoming a frequent high-cost CF user. Fifty-nine (17% of cohort) frequent high-cost CF users accounted for more than one-third of the overall total healthcare costs, largely due to inpatient hospitalization and outpatient medication costs. Nature Publishing Group UK 2023-06-01 /pmc/articles/PMC10235057/ /pubmed/37264136 http://dx.doi.org/10.1038/s41598-023-35942-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Desai, Sameer Zhang, Wei Sutherland, Jason M. Singer, Joel Quon, Bradley S. Factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns |
title | Factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns |
title_full | Factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns |
title_fullStr | Factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns |
title_full_unstemmed | Factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns |
title_short | Factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns |
title_sort | factors associated with frequent high-cost individuals with cystic fibrosis and their healthcare utilization and cost patterns |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10235057/ https://www.ncbi.nlm.nih.gov/pubmed/37264136 http://dx.doi.org/10.1038/s41598-023-35942-7 |
work_keys_str_mv | AT desaisameer factorsassociatedwithfrequenthighcostindividualswithcysticfibrosisandtheirhealthcareutilizationandcostpatterns AT zhangwei factorsassociatedwithfrequenthighcostindividualswithcysticfibrosisandtheirhealthcareutilizationandcostpatterns AT sutherlandjasonm factorsassociatedwithfrequenthighcostindividualswithcysticfibrosisandtheirhealthcareutilizationandcostpatterns AT singerjoel factorsassociatedwithfrequenthighcostindividualswithcysticfibrosisandtheirhealthcareutilizationandcostpatterns AT quonbradleys factorsassociatedwithfrequenthighcostindividualswithcysticfibrosisandtheirhealthcareutilizationandcostpatterns |