National Center for Disaster Preparedness, Mailman School of Public Health, Columbia University, 215 W. 125th Street, Suite 303, New York, NY 10027, USA.
Matern Child Health J. 2012 Apr;16 Suppl 1:S170-7. doi: 10.1007/s10995-012-1006-y.
This paper examined the effect of Hurricane Katrina on children's access to personal healthcare providers and evaluated the use of propensity score methods to compare a nationally representative sample of children, as a proxy for an unexposed group, with a smaller exposed sample. 2007 data from the Gulf Coast Child and Family Health (G-CAFH) Study, a longitudinal cohort of households displaced or greatly impacted by Hurricane Katrina, were matched with 2007 National Survey of Children's Health (NSCH) data using propensity score techniques. Propensity scores were created using poverty level, household educational attainment, and race/ethnicity, with and without the addition of child age and gender. The outcome was defined as having a personal healthcare provider. Additional confounders (household structure, neighborhood safety, health and insurance status) were also examined. All covariates except gender differed significantly between the exposed (G-CAFH) and unexposed (NSCH) samples. Fewer G-CAFH children had a personal healthcare provider (65 %) compared to those from NSCH (90 %). Adjusting for all covariates, the propensity score analysis showed exposed children were 20 % less likely to have a personal healthcare provider compared to unexposed children in the US (OR = 0.80, 95 % CI 0.76, 0.84), whereas the logistic regression analysis estimated a stronger effect (OR = 0.28, 95 % CI 0.21, 0.39). Two years after Hurricane Katrina, children exposed to the storm had significantly lower odds of having a personal health care provider compared to unexposed children. Propensity score matching techniques may be useful for combining separate data samples when no clear unexposed group exists.
本文考察了卡特里娜飓风对儿童获得私人医疗保健提供者的影响,并评估了使用倾向评分方法来比较全国代表性的儿童样本(作为未暴露组的代表)与较小的暴露样本。2007 年,来自海湾海岸儿童和家庭健康(G-CAFH)研究的数据,这是一个受卡特里娜飓风流离失所或受严重影响的家庭的纵向队列,与 2007 年全国儿童健康调查(NSCH)数据使用倾向评分技术相匹配。使用贫困水平、家庭教育程度和种族/民族创建倾向评分,不包括和包括儿童年龄和性别。结果定义为有私人医疗保健提供者。还检查了其他混杂因素(家庭结构、邻里安全、健康和保险状况)。暴露组(G-CAFH)和未暴露组(NSCH)样本之间除性别外,所有协变量均有显著差异。与 NSCH 相比,G-CAFH 儿童中有私人医疗保健提供者的比例较低(65%)。在调整所有协变量后,倾向评分分析显示,暴露组儿童与美国未暴露组儿童相比,拥有私人医疗保健提供者的可能性低 20%(OR=0.80,95%CI 0.76,0.84),而逻辑回归分析估计影响更强(OR=0.28,95%CI 0.21,0.39)。卡特里娜飓风发生两年后,暴露于风暴的儿童与未暴露于风暴的儿童相比,获得私人医疗保健提供者的可能性显著降低。当不存在明确的未暴露组时,倾向评分匹配技术可能有助于合并单独的数据样本。