Cargando…
Identifying Distinct Healthcare Pathways During Episodes of Chronic Obstructive Pulmonary Disease Exacerbations
Healthcare pathways are important to measure because they are expected to affect outcomes. However, they are challenging to define because patients exhibit heterogeneity in their use of healthcare services. The objective of this study was to identify and describe healthcare pathways during episodes...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer Health
2016
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782860/ https://www.ncbi.nlm.nih.gov/pubmed/26945376 http://dx.doi.org/10.1097/MD.0000000000002888 |
_version_ | 1782420026705313792 |
---|---|
author | Kuwornu, John P. Lix, Lisa M. Quail, Jacqueline M. Forget, Evelyn Muthukumarana, Saman Wang, Xiaoyun E. Osman, Meric Teare, Gary F. |
author_facet | Kuwornu, John P. Lix, Lisa M. Quail, Jacqueline M. Forget, Evelyn Muthukumarana, Saman Wang, Xiaoyun E. Osman, Meric Teare, Gary F. |
author_sort | Kuwornu, John P. |
collection | PubMed |
description | Healthcare pathways are important to measure because they are expected to affect outcomes. However, they are challenging to define because patients exhibit heterogeneity in their use of healthcare services. The objective of this study was to identify and describe healthcare pathways during episodes of chronic obstructive pulmonary disease (COPD) exacerbations. Linked administrative databases from Saskatchewan, Canada were used to identify a cohort of newly diagnosed COPD patients and their episodes of healthcare use for disease exacerbations. Latent class analysis (LCA) was used to classify the cohort into homogeneous pathways using indicators of respiratory-related hospitalizations, emergency department (ED) visits, general and specialist physician visits, and outpatient prescription drug dispensations. Multinomial logistic regression models tested patients’ demographic and disease characteristics associated with pathway group membership. The most frequent healthcare contact sequences in each pathway were described. Tests of mean costs across groups were conducted using a model-based approach with χ(2) statistics. LCA identified 3 distinct pathways for patients with hospital- (n = 963) and ED-initiated (n = 364) episodes. For the former, pathway group 1 members followed complex pathways in which multiple healthcare services were repeatedly used and incurred substantially higher costs than patients in the other pathway groups. For patients with an ED-initiated episode, pathway group 1 members also had higher costs than other groups. Pathway groups differed with respect to patient demographic and disease characteristics. A minority of patients were discharged from ED or hospital, but did not have any follow-up care during the remainder of their episode. Patients who followed complex pathways could benefit from case management interventions to streamline their journeys through the healthcare system. The minority of patients whose pathways were not consistent with recommended follow-up care should be further investigated to fully align COPD treatment in the province with recommended care practices. |
format | Online Article Text |
id | pubmed-4782860 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Wolters Kluwer Health |
record_format | MEDLINE/PubMed |
spelling | pubmed-47828602016-03-24 Identifying Distinct Healthcare Pathways During Episodes of Chronic Obstructive Pulmonary Disease Exacerbations Kuwornu, John P. Lix, Lisa M. Quail, Jacqueline M. Forget, Evelyn Muthukumarana, Saman Wang, Xiaoyun E. Osman, Meric Teare, Gary F. Medicine (Baltimore) 4400 Healthcare pathways are important to measure because they are expected to affect outcomes. However, they are challenging to define because patients exhibit heterogeneity in their use of healthcare services. The objective of this study was to identify and describe healthcare pathways during episodes of chronic obstructive pulmonary disease (COPD) exacerbations. Linked administrative databases from Saskatchewan, Canada were used to identify a cohort of newly diagnosed COPD patients and their episodes of healthcare use for disease exacerbations. Latent class analysis (LCA) was used to classify the cohort into homogeneous pathways using indicators of respiratory-related hospitalizations, emergency department (ED) visits, general and specialist physician visits, and outpatient prescription drug dispensations. Multinomial logistic regression models tested patients’ demographic and disease characteristics associated with pathway group membership. The most frequent healthcare contact sequences in each pathway were described. Tests of mean costs across groups were conducted using a model-based approach with χ(2) statistics. LCA identified 3 distinct pathways for patients with hospital- (n = 963) and ED-initiated (n = 364) episodes. For the former, pathway group 1 members followed complex pathways in which multiple healthcare services were repeatedly used and incurred substantially higher costs than patients in the other pathway groups. For patients with an ED-initiated episode, pathway group 1 members also had higher costs than other groups. Pathway groups differed with respect to patient demographic and disease characteristics. A minority of patients were discharged from ED or hospital, but did not have any follow-up care during the remainder of their episode. Patients who followed complex pathways could benefit from case management interventions to streamline their journeys through the healthcare system. The minority of patients whose pathways were not consistent with recommended follow-up care should be further investigated to fully align COPD treatment in the province with recommended care practices. Wolters Kluwer Health 2016-03-07 /pmc/articles/PMC4782860/ /pubmed/26945376 http://dx.doi.org/10.1097/MD.0000000000002888 Text en Copyright © 2016 Wolters Kluwer Health, Inc. All rights reserved. http://creativecommons.org/licenses/by-nd/4.0 This is an open access article distributed under the Creative Commons Attribution-NoDerivatives License 4.0, which allows for redistribution, commercial and non-commercial, as long as it is passed along unchanged and in whole, with credit to the author. http://creativecommons.org/licenses/by-nd/4.0 |
spellingShingle | 4400 Kuwornu, John P. Lix, Lisa M. Quail, Jacqueline M. Forget, Evelyn Muthukumarana, Saman Wang, Xiaoyun E. Osman, Meric Teare, Gary F. Identifying Distinct Healthcare Pathways During Episodes of Chronic Obstructive Pulmonary Disease Exacerbations |
title | Identifying Distinct Healthcare Pathways During Episodes of Chronic Obstructive Pulmonary Disease Exacerbations |
title_full | Identifying Distinct Healthcare Pathways During Episodes of Chronic Obstructive Pulmonary Disease Exacerbations |
title_fullStr | Identifying Distinct Healthcare Pathways During Episodes of Chronic Obstructive Pulmonary Disease Exacerbations |
title_full_unstemmed | Identifying Distinct Healthcare Pathways During Episodes of Chronic Obstructive Pulmonary Disease Exacerbations |
title_short | Identifying Distinct Healthcare Pathways During Episodes of Chronic Obstructive Pulmonary Disease Exacerbations |
title_sort | identifying distinct healthcare pathways during episodes of chronic obstructive pulmonary disease exacerbations |
topic | 4400 |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4782860/ https://www.ncbi.nlm.nih.gov/pubmed/26945376 http://dx.doi.org/10.1097/MD.0000000000002888 |
work_keys_str_mv | AT kuwornujohnp identifyingdistincthealthcarepathwaysduringepisodesofchronicobstructivepulmonarydiseaseexacerbations AT lixlisam identifyingdistincthealthcarepathwaysduringepisodesofchronicobstructivepulmonarydiseaseexacerbations AT quailjacquelinem identifyingdistincthealthcarepathwaysduringepisodesofchronicobstructivepulmonarydiseaseexacerbations AT forgetevelyn identifyingdistincthealthcarepathwaysduringepisodesofchronicobstructivepulmonarydiseaseexacerbations AT muthukumaranasaman identifyingdistincthealthcarepathwaysduringepisodesofchronicobstructivepulmonarydiseaseexacerbations AT wangxiaoyune identifyingdistincthealthcarepathwaysduringepisodesofchronicobstructivepulmonarydiseaseexacerbations AT osmanmeric identifyingdistincthealthcarepathwaysduringepisodesofchronicobstructivepulmonarydiseaseexacerbations AT tearegaryf identifyingdistincthealthcarepathwaysduringepisodesofchronicobstructivepulmonarydiseaseexacerbations |