Kuwornu John P, Lix Lisa M, Quail Jacqueline M, Forget Evelyn, Muthukumarana Saman, Wang Xiaoyun E, Osman Meric, Teare Gary F
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.
Medicine (Baltimore). 2016 Mar;95(9):e2888. doi: 10.1097/MD.0000000000002888.
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.
医疗保健路径对于衡量而言很重要,因为它们预计会影响治疗结果。然而,由于患者在使用医疗保健服务方面表现出异质性,所以很难对其进行定义。本研究的目的是识别和描述慢性阻塞性肺疾病(COPD)加重期的医疗保健路径。利用来自加拿大萨斯喀彻温省的关联行政数据库,确定了一组新诊断的COPD患者及其疾病加重期的医疗保健使用情况。潜在类别分析(LCA)用于使用与呼吸相关的住院、急诊科(ED)就诊、普通和专科医生就诊以及门诊处方药配药指标,将该队列分类为同质路径。多项逻辑回归模型测试了与路径组成员资格相关的患者人口统计学和疾病特征。描述了每条路径中最常见的医疗接触序列。使用基于模型的方法和χ²统计量对各组的平均成本进行了测试。LCA确定了因住院(n = 963)和急诊科启动(n = 364)发作的患者的3种不同路径。对于前者,路径组1的成员遵循复杂路径,其中多次重复使用多种医疗保健服务,且费用远高于其他路径组的患者。对于急诊科启动发作的患者,路径组1的成员费用也高于其他组。路径组在患者人口统计学和疾病特征方面存在差异。少数患者从急诊科或医院出院,但在发作的剩余时间内没有任何后续护理。遵循复杂路径的患者可能会从病例管理干预措施中受益,以简化他们在医疗系统中的就医过程。路径与推荐的后续护理不一致的少数患者应进一步调查,以使该省的COPD治疗与推荐的护理实践完全一致。