Blackwell Debra L, Martinez Michael E, Gentleman Jane F, Sanmartin Claudia, Berthelot Jean-Marie
National Center for Health Statistics, Centers for Disease Control and Prevention, Hyattsville, MD, USA.
Med Care. 2009 Nov;47(11):1136-46. doi: 10.1097/MLR.0b013e3181adcbe9.
Building on Andersen's behavioral model for the utilization of health care services, we examined factors associated with utilization of physician and hospital services among adults in Canada and the United States, with a focus on socioeconomic status (enabling resources in Andersen's framework).
Using the 2002-2003 Joint Canada/United States Survey of Health, we conducted country-specific multivariate logistic regressions predicting doctor contacts/visits and overnight hospitalizations in the past year, controlling for predisposing characteristics, enabling resources, and several factors representing perceived need for health care. All analyses were appropriately weighted to yield nationally representative results.
Several measures of socioeconomic status-having a regular medical doctor, education, and, in the US income and insurance coverage-were associated with doctor contacts or visits in both countries, along with various predisposing and need factors. However, these same measures were not associated with hospitalizations in either country. Instead, only the individual's predisposing characteristics (eg, age and sex) and his/her need for health care predicted utilization of hospital services in Canada and the United States. Insurance coverage status in the United States became a significant predictor of hospitalizations when count data were analyzed via Poisson regression.
Given our particular outcome measures, adults in Canada and the United States exhibited similar patterns of hospital utilization, and socioeconomic status played no explanatory role. However, relative to Canadian adults, we found disparities in doctor contacts among US adults-between those with more income and those with less, between those with health insurance and those without-after adjusting for health care needs and predisposing characteristics.
基于安德森的医疗服务利用行为模型,我们研究了加拿大和美国成年人中与医生和医院服务利用相关的因素,重点关注社会经济地位(安德森框架中的促成资源)。
利用2002 - 2003年加拿大/美国健康联合调查,我们进行了针对特定国家的多变量逻辑回归,预测过去一年的医生诊疗/就诊和过夜住院情况,同时控制 predisposing 特征、促成资源以及代表对医疗保健感知需求的若干因素。所有分析都进行了适当加权以得出具有全国代表性的结果。
在两国中,社会经济地位的多项指标——有固定的医生、教育程度,在美国还有收入和保险覆盖情况——与医生诊疗或就诊相关,同时还有各种 predisposing 因素和需求因素。然而,这些相同的指标在两国中均与住院情况无关。相反,在加拿大和美国,只有个体的 predisposing 特征(如年龄和性别)以及他/她对医疗保健的需求可预测医院服务的利用情况。当通过泊松回归分析计数数据时,美国的保险覆盖状况成为住院情况的一个重要预测因素。
鉴于我们特定的结果指标,加拿大和美国的成年人表现出相似的住院利用模式,社会经济地位未起到解释作用。然而,相对于加拿大成年人,我们发现美国成年人在医生诊疗方面存在差异——在调整了医疗保健需求和 predisposing 特征后,高收入者与低收入者之间、有医疗保险者与无医疗保险者之间存在差异。