Aracena Belkis, Gutiérrez Juan Pablo, Bertozzi Stefano M, Gertler Paul
Division of Health Economics & Policy, National Institute of Public Health (INSP-Mexico), Cuernavaca, Mexico.
Arch Med Res. 2005 Sep-Oct;36(5):560-6. doi: 10.1016/j.arcmed.2005.03.017.
The Mexican government is offering universal access to antiretroviral (ARV) drugs. The cost of doing so, despite aggressive price negotiation with the pharmaceutical industry, remains high. Even with a low prevalence, about 150,000 Mexicans are estimated to be living with HIV and will require ARV treatment. Estimating the resources needed to fund this gap should consider how patient and provider characteristics affect health care costs.
Using a sample of patients from 11 facilities in three Mexican cities representing a large proportion of AIDS patients in the country, we developed a fixed-effect model, which by controlling the facilities and individual heterogeneity estimates predicted costs using patient demographic and socioeconomic characteristics as well as physician training.
The estimated model explains about 45% of the variation in costs. Additional education is significantly and positively associated with cost. Increasing age is also associated with higher costs.
Socioeconomic status and demographic characteristics explain an important proportion of variation in care costs for AIDS, despite AIDS being such a heterogeneous disease. Such characteristics will need to be taken into account when resource needs are estimated. A priority-setting process considering the principles of equity in the fair distribution of resources is needed to help reduce the social burden of HIV/AIDS in Mexico.
墨西哥政府正在提供普遍的抗逆转录病毒(ARV)药物治疗。尽管与制药行业进行了积极的价格谈判,但这样做的成本仍然很高。即使患病率较低,估计仍有15万墨西哥人感染了艾滋病毒,需要接受抗逆转录病毒治疗。估计填补这一资金缺口所需的资源时,应考虑患者和医疗服务提供者的特征如何影响医疗成本。
我们从墨西哥三个城市的11家医疗机构中选取了一个患者样本,这些机构代表了该国很大比例的艾滋病患者,我们建立了一个固定效应模型,通过控制机构和个体异质性,利用患者的人口统计学和社会经济特征以及医生培训情况来估计预测成本。
估计模型解释了约45%的成本变化。额外的教育与成本显著正相关。年龄增长也与更高的成本相关。
尽管艾滋病是一种异质性疾病,但社会经济地位和人口统计学特征解释了艾滋病护理成本变化的很大一部分。在估计资源需求时需要考虑这些特征。需要一个基于资源公平分配原则的优先事项设定过程,以帮助减轻墨西哥艾滋病毒/艾滋病的社会负担。