Junxing Chay, Woon-Puay Koh, Kelvin Bryan Tan, Eric A Finkelstein
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引用次数: 0
Abstract
Background: Cognitive impairment (CI) raises risks for unplanned healthcare utilisation and expenditures and for premature mortality. It may also reduce risks for planned expenditures. Therefore, the net cost implications for those with CI remain unknown.
Method: We examined differences in healthcare utilisation and cost between those with and without CI. Using administrative healthcare utilisation and cost data linked to the Singapore Chinese Health Study cohort, we estimated regression-adjusted differences in annual healthcare utilisation and costs by CI status determined by modified Mini-Mental State Exam. Estimates were stratified by ex ante mortality risk constructed from out-of-sample Cox model predictions applied to the full sample, with a separate analysis restricted to decedents. These estimates were used to project differential healthcare costs by CI status over 5 years.
Results: Patients with CI had 17% higher annual cost compared to those without CI (SGD4870 versus SGD4177, P<0.01). Accounting for the greater mortality risk, individuals with CI cost 9% to 17% more over 5 years, or SGD2500 (95% confidence interval 1000-4200) to SGD3600 (95% confidence interval 1300-6000) more, depending on their age. Higher cost was mainly due to more emergency department visits and subsequent admissions (i.e. unplanned). Differences attenuated in the last year of life when costs increased dramatically for both groups.
Conclusion: Ageing populations and higher rates of CI will further strain healthcare resources primarily through greater use of emergency department visits and unplanned admissions. Efforts should be made to identify at risk patients with CI and take appropriate remediation strategies.
背景:认知障碍(CI认知障碍(CI)会增加计划外医疗使用和支出以及过早死亡的风险。它也可能降低计划内支出的风险。因此,认知障碍患者的净成本影响仍是未知数:我们研究了有 CI 和没有 CI 的人群在医疗使用和成本方面的差异。通过使用与新加坡华人健康研究队列相关联的医疗保健使用和成本行政数据,我们估算了根据改良的迷你精神状态检查确定的 CI 状态进行回归调整后的年度医疗保健使用和成本差异。估算结果按事先死亡率风险进行分层,事先死亡率风险由应用于全样本的样本外 Cox 模型预测得出,并对死者进行了单独分析。这些估算值用于预测按 CI 状态划分的 5 年医疗费用差异:结果:与无 CI 患者相比,有 CI 患者的年度费用高出 17%(4870 新元对 4177 新元):人口老龄化和较高的 CI 患病率将使医疗资源更加紧张,主要是通过增加急诊就诊和计划外入院。应努力识别高危 CI 患者,并采取适当的补救策略。