Sakai Rie, Fink Günther, Wang Wei, Kawachi Ichiro
Department of Social and Behavioral Sciences, Harvard School of Public Health, Boston, MA, USA; Department of Medical Education, Juntendo University School of Medicine; Department of Pediatrics and Adolescent Medicine, Tokyo, Japan.
J Epidemiol. 2015;25(5):359-69. doi: 10.2188/jea.JE20140121. Epub 2015 Mar 28.
In industrialized countries, assessment of the causal effect of physician supply on population health has yielded mixed results. Since the scope of child vaccination is an indicator of preventive health service utilization, this study investigates the correlation between vaccination coverage and pediatrician supply as a reflection of overall pediatric health during a time of increasing pediatrician numbers in Japan.
Cross-sectional data were collected from publicly available sources for 2010. Dependent variables were vaccination coverage for measles and diphtheria, pertussis, and tetanus (DPT) by region. The primary predictor of interest was number of pediatricians per 10,000-child population (pediatrician density) at the municipality level. Multivariate logistic regression models were used to estimate associations of interest, conditional on a large range of demographic and infrastructure-related factors as covariates, including non-pediatric physician density, total population, per capita income, occupation, unemployment rate, prevalence of single motherhood, number of hospital beds per capita, length of roads, crime rate, accident rate, and metropolitan area code as urban/rural status. The percentage of the population who completed college-level education or higher in 2010 was included in the model as a proxy for education level.
Pediatrician density was positively and significantly associated with vaccination coverage for both vaccine series. On average, each unit of pediatrician density increased odds by 1.012 for measles (95% confidence interval, 1.010-1.015) and 1.019 for DPT (95% confidence interval, 1.016-1.022).
Policies increasing pediatrician supply contribute to improved preventive healthcare services utilization, such as immunizations, and presumably improved child health status in Japan.
在工业化国家,评估医生供给对人群健康的因果效应得出了喜忧参半的结果。由于儿童疫苗接种范围是预防性卫生服务利用情况的一个指标,本研究调查了在日本儿科医生数量不断增加的时期,疫苗接种覆盖率与儿科医生供给之间的相关性,以此反映整体儿童健康状况。
从公开可用来源收集了2010年的横断面数据。因变量是各地区麻疹以及白喉、百日咳和破伤风(DPT)的疫苗接种覆盖率。主要的预测指标是市一级每万名儿童人口中的儿科医生数量(儿科医生密度)。使用多变量逻辑回归模型来估计相关关联,条件是纳入一系列广泛的人口统计学和基础设施相关因素作为协变量,包括非儿科医生密度、总人口、人均收入、职业、失业率、单亲妈妈患病率、人均病床数、道路长度、犯罪率、事故率以及作为城乡状况标志的大都市区代码。2010年完成大学及以上教育的人口百分比被纳入模型作为教育水平的替代指标。
儿科医生密度与两个疫苗系列接种覆盖率均呈显著正相关。平均而言,儿科医生密度每增加一个单位,麻疹疫苗接种覆盖率的优势比增加1.012(95%置信区间,1.010 - 1.015),DPT疫苗接种覆盖率的优势比增加1.019(95%置信区间,1.016 - 1.022)。
在日本,增加儿科医生供给的政策有助于提高预防性医疗服务的利用率,如免疫接种,并可能改善儿童健康状况。