title: Identifying Distinct Healthcare Pathways During Episodes of Chronic Obstructive Pulmonary Disease Exacerbations.
abstract: 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 χ² 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.
authors.affiliation: From the Department of Community Health Sciences (JPK, LML, JMQ, EF, GFT), University of Manitoba, Winnipeg; Saskatchewan Health Quality Council (LML, JMQ, XEW, MO, GFT), Saskatoon; and Department of Statistics (SM), Faculty of Science, University of Manitoba, Winnipeg, Canada.
authors.forename: John P
authors.initials: JP
authors.lastname: Kuwornu
authors.forename: Lisa M
authors.initials: LM
authors.lastname: Lix
authors.forename: Jacqueline M
authors.initials: JM
authors.lastname: Quail
authors.forename: Evelyn
authors.initials: E
authors.lastname: Forget
authors.forename: Saman
authors.initials: S
authors.lastname: Muthukumarana
authors.forename: Xiaoyun E
authors.initials: XE
authors.lastname: Wang
authors.forename: Meric
authors.initials: M
authors.lastname: Osman
authors.forename: Gary F
authors.initials: GF
authors.lastname: Teare
mesh_terms: D000328:Adult; D000368:Aged; D019091:Critical Pathways / Q000191:economics*; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D029424:Pulmonary Disease, Chronic Obstructive / Q000191:economics / Q000628:therapy*; D012189:Retrospective Studies