Trenaman Logan, Guh Daphne, McGrail Kimberlyn, Karim Mohammad Ehsanul, Sawatzky Richard, Bryan Stirling, Li Linda C, Parker Marilyn, Wheeler Kathleen, Harrison Mark
Department of Health Systems and Population Health, University of Washington, Seattle, Washington, USA
Centre for Advancing Health Outcomes, St Paul's Hospital, Vancouver, British Columbia, Canada.
BMJ Open. 2025 Apr 25;15(4):e089693. doi: 10.1136/bmjopen-2024-089693.
We sought to identify groups of high-need high-cost (HNHC) patients with distinct cost trajectories and describe the sociodemographic and clinical characteristics associated with group membership.
A population-based retrospective cohort study, using administrative health data.
British Columbia, Canada.
People who were HNHC in 2017, defined as incurring health system costs in the top 5% of the population, and were continuously registered in the Medical Service Plan from January 2015 to December 2019 and alive at the end of the study period.
The primary objective was to identify longitudinal patterns of healthcare costs using group-based trajectory modelling. Adopting a health sector perspective, we conducted person-level costing for hospital episodes, day surgeries, physician services, prescription medications, and home and community care services. The secondary objective was to explore sociodemographic and clinical characteristics associated with group membership using adjusted ORs and 95% CIs from a multinomial logit model.
Our final sample comprised 5.4 million British Columbians. In 2017, 224 285 people met our definition of an HNHC and were included in our analysis (threshold: $C7968). We selected a model with five groups. These groups included those with persistently very high costs (44%, mean 5-year total: $C124 622); persistent high costs (32%, mean 5 year total: $C38 997); rising costs (7%, mean 5-year total: $C43 140); declining costs (10%, mean 5-year total: $C30 545); and those with a cost spike (7%, mean 5-year total: $C19 601). Being older, being in the lowest income quintile and having a greater number of comorbid health conditions were associated with increased odds of being in the persistently very-high-cost trajectory group relative to each other group. There was heterogeneity in the association between individual comorbidities and trajectory group membership. Several comorbidities were associated with a statistically significant increase in the odds of being in the persistently very-high-cost group compared with all other groups (eg, diabetes, renal failure), while others were associated with decreased odds (eg, metastatic cancer, alcohol abuse).
This study unveils the complex and diverse cost trajectories of HNHC patients in British Columbia, highlighting the necessity for tailored healthcare strategies that address individual patient needs and circumstances. Notably, a high proportion of HNHC patients exhibit persistently high costs over a 5-year period, and available sociodemographic and clinical data are not predictive of group membership. Future research is needed to develop methods for predicting future HNHC patients and to identify evidence-based interventions that can improve patient outcomes and mitigate unnecessary healthcare utilisation and costs.
我们试图识别具有不同费用轨迹的高需求高成本(HNHC)患者群体,并描述与群体成员身份相关的社会人口学和临床特征。
一项基于人群的回顾性队列研究,使用行政卫生数据。
加拿大不列颠哥伦比亚省。
2017年为HNHC的人群,定义为卫生系统费用处于人群前5%,并在2015年1月至2019年12月期间持续注册参加医疗服务计划且在研究期末仍存活。
主要目标是使用基于群体的轨迹模型识别医疗保健费用的纵向模式。从卫生部门角度出发,我们对住院、日间手术、医生服务、处方药以及家庭和社区护理服务进行了个体层面的成本核算。次要目标是使用多项logit模型调整后的比值比(OR)和95%置信区间(CI)探索与群体成员身份相关的社会人口学和临床特征。
我们的最终样本包括540万不列颠哥伦比亚人。2017年,224285人符合我们对HNHC的定义并纳入分析(阈值:7968加元)。我们选择了一个有五个组的模型。这些组包括持续非常高成本组(44%,5年平均总计:124622加元);持续高成本组(32%,5年平均总计:38997加元);成本上升组(7%,5年平均总计:43140加元);成本下降组(10%,5年平均总计:30545加元);以及成本激增组(7%,5年平均总计:19601加元)。与其他每组相比,年龄较大、处于最低收入五分位数以及患有更多合并症与处于持续非常高成本轨迹组的几率增加相关。个体合并症与轨迹组成员身份之间的关联存在异质性。与所有其他组相比,几种合并症与处于持续非常高成本组的几率有统计学显著增加相关(如糖尿病、肾衰竭),而其他一些合并症则与几率降低相关(如转移性癌症、酒精滥用)。
本研究揭示了不列颠哥伦比亚省HNHC患者复杂多样的费用轨迹,强调了制定针对个体患者需求和情况进行定制的医疗保健策略的必要性。值得注意的是,很大一部分HNHC患者在5年期间表现出持续的高成本,并且现有的社会人口学和临床数据无法预测群体成员身份。未来需要开展研究以开发预测未来HNHC患者的方法,并确定可改善患者结局并减少不必要的医疗保健利用和成本的循证干预措施。