Rosella Laura C, Fitzpatrick Tiffany, Wodchis Walter P, Calzavara Andrew, Manson Heather, Goel Vivek
BMC Health Serv Res. 2014 Oct 31;14:532. doi: 10.1186/s12913-014-0532-2.
Health care spending is overwhelmingly concentrated within a very small proportion of the population, referred to as the high-cost users (HCU). To date, research on HCU has been limited in scope, focusing mostly on those characteristics available through administrative databases, which have been largely clinical in nature, or have relied on ecological measures of socio-demographics. This study links population health surveys to administrative data, allowing for the investigation of a broad range of individual-level characteristics and provides a more thorough characterization of community-dwelling HCU across demographic, social, behavioral and clinical characteristics.
We linked three cycles of the Canadian Community Health Survey (CCHS) to medical claim data for the years 2003-2008 for Ontario, Canada. Participants were ranked according to gradients of cost (Top 1%, Top 2-5%, Top 6-50% and Bottom 50%) and multinomial logistic regression was used to investigate a wide range of factors, including health behaviors and socio-demographics, likely associated with HCU status.
Using a total sample of 91,223 adults (18 and older), we found that HCU status was strongly associated with being older, having multiple chronic conditions, and reporting poorer self-perceived health. Specifically, in the fully-adjusted model, poor self-rated health (vs. good) was associated with a 26-fold increase in odds of becoming a Top 1% HCU (vs. Bottom 50% user) [95% CI: (18.9, 36.9)]. Further, HCU tended to be of lower socio-economic status, former daily smokers, physically inactive, current non-drinkers, and obese.
The results of this study have provided valuable insights into the broader characteristics of community-dwelling HCU, including unique demographic and behavioral characteristics. Additionally, strong associations with self-reported clinical variables, such as self-rated general and mental health, highlight the importance of the patient perspective for HCU. These findings have the potential to inform policies for health care and public health, particularly in light of increasing decision-maker attention in the sustainability of the health care system, improving patient outcomes and, more generally, in order to achieve the common goal of improving population health outcomes.
医疗保健支出绝大多数集中在极小一部分人口中,这些人被称为高成本使用者(HCU)。迄今为止,关于高成本使用者的研究范围有限,主要集中在行政数据库中可得的那些特征上,这些特征在很大程度上是临床性质的,或者依赖于社会人口统计学的生态指标。本研究将人口健康调查与行政数据相联系,从而能够调查广泛的个体层面特征,并对社区居住的高成本使用者在人口统计学、社会、行为和临床特征方面进行更全面的描述。
我们将加拿大社区健康调查(CCHS)的三个周期与加拿大安大略省2003 - 2008年的医疗索赔数据相联系。参与者按照成本梯度进行排名(前1%、前2 - 5%、前6 - 50%和后50%),并使用多项逻辑回归来调查一系列广泛的因素,包括健康行为和社会人口统计学因素,这些因素可能与高成本使用者身份相关。
在总共91,223名成年人(18岁及以上)的样本中,我们发现高成本使用者身份与年龄较大、患有多种慢性病以及自我感觉健康状况较差密切相关。具体而言,在完全调整模型中,自我健康评分差(与良好相比)与成为前1%高成本使用者(与后50%使用者相比)的几率增加26倍相关[95%置信区间:(18.9, 36.9)]。此外,高成本使用者往往社会经济地位较低、曾经是每日吸烟者、身体不活跃、目前不饮酒且肥胖。
本研究结果为社区居住的高成本使用者的更广泛特征提供了有价值的见解,包括独特的人口统计学和行为特征。此外,与自我报告的临床变量(如自我评定的总体健康和心理健康)的强烈关联突出了患者视角对高成本使用者的重要性。这些发现有可能为医疗保健和公共卫生政策提供信息,特别是鉴于决策者对医疗保健系统可持续性、改善患者结局以及更广泛地实现改善人群健康结局这一共同目标的关注度不断提高。