Univ Rennes, EHESP, REPERES (Pharmacoepidemiology and Health Services Research), Rennes, France/Inserm CIC-P 1414, CHU of Rennes, Rennes, France.
Faculty of Medicine (Neurology), University of British Columbia and The Djavad Mowafaghian Centre for Brain Health, Vancouver, BC, Canada/Research Department of Primary Care & Population Health, University College London, London, UK.
Mult Scler. 2022 Feb;28(2):309-322. doi: 10.1177/13524585211016726. Epub 2021 May 28.
Persons with multiple sclerosis (PwMS) typically require complex multidisciplinary care, which is rarely formally assessed.
We applied multichannel sequence analysis (MCSA) to identify care consumption patterns by PwMS in British Columbia, Canada.
We created two cohorts, comprising incident and prevalent MS cases, using linked clinical and administrative data. We applied MCSA to quantify and compare the care pathways of PwMS, based on all-cause hospitalizations and physician visits (divided into five specialities). Care consumption clusters were characterized using demographic and clinical features.
From 1048 incident and 3180 prevalent PwMS, the MCSA identified 12 and 6 distinct care consumption clusters over a median follow-up of 9.6 and 13.0 years, respectively. Large disparities between clusters were observed; the median number of annual consultations ranged from 5.6 to 21.3 for general practitioners, 1.2 to 4.6 for neurologists and 0 to 5.3 for psychiatrists in the incident cohort. Characteristics at MS symptom onset associated with the highest care consumption included high comorbidity burden and older age. There were similar disparities and associations for prevalent PwMS.
The distinct patterns of care consumption, which were reminiscent of the heterogeneity of MS itself, may facilitate health service planning and evaluation, and provide a novel outcome measure in health research.
多发性硬化症患者(PwMS)通常需要复杂的多学科护理,但这种护理很少进行正式评估。
我们应用多通道序列分析(MCSA)来识别加拿大不列颠哥伦比亚省 PwMS 的护理消费模式。
我们使用链接的临床和行政数据创建了两个队列,包括新发病例和现患病例。我们应用 MCSA 来量化和比较 PwMS 的护理途径,基于全因住院和医生就诊(分为五个专业)。使用人口统计学和临床特征来描述护理消费群集的特征。
在 1048 名新发病例和 3180 名现患 PwMS 中,MCSA 在中位随访 9.6 年和 13.0 年时分别确定了 12 个和 6 个不同的护理消费群集。群集之间存在很大差异;在新发病例队列中,普通科医生的年就诊次数中位数从 5.6 次到 21.3 次不等,神经科医生的就诊次数中位数从 1.2 次到 4.6 次不等,精神科医生的就诊次数中位数从 0 次到 5.3 次不等。与最高护理消费相关的 MS 症状发作特征包括高合并症负担和年龄较大。在现患 PwMS 中也存在类似的差异和关联。
护理消费的不同模式,类似于 MS 本身的异质性,可能有助于卫生服务规划和评估,并为卫生研究提供一种新的结果衡量标准。