Häkkinen U
National Public Health Institute, Health Services Research Unit, Helsinki, Finland.
Soc Sci Med. 1991;33(3):225-37. doi: 10.1016/0277-9536(91)90356-h.
A structural equation model of the determinants of health and of the demand for health care, treating health status as a latent variable, was developed using cross-sectional sample survey data representing the adult noninstitutionalized population (n = 10,712) of Finland in 1987. Attention was paid to evaluating the relative effects of different factors affecting health and demand for health care in order to make generalizations for health policy. The maximum likelihood estimates of MIMIC (multiple indicators and multiple causes) models are presented. The results indicate the important role of lifestyle variables as health production factors, and stress the importance of decreasing smoking and reducing overweight as targets for health policy. Under the assumptions of the model, smoking and overweight also have considerable effects on health care utilization. The socioeconomic variables--income, education and occupation--seem to have almost equal impacts on health, although their separate direct effects are somewhat smaller than the effects of the two lifestyle factors. The results of demand for doctor visits and prescribed medicines stress factors such as time cost and the supply of doctors as important determinants of utilization, and confirm the fact that a significant portion of health utilization depends on doctors decisions and is generated by patient-doctor contacts.
利用代表1987年芬兰成年非机构化人口(n = 10712)的横断面抽样调查数据,建立了一个将健康状况视为潜在变量的健康决定因素和医疗保健需求的结构方程模型。为了对卫生政策进行归纳总结,研究关注评估影响健康和医疗保健需求的不同因素的相对影响。文中给出了多指标多原因(MIMIC)模型的最大似然估计值。结果表明生活方式变量作为健康生产因素的重要作用,并强调减少吸烟和减轻超重作为卫生政策目标的重要性。在该模型的假设下,吸烟和超重对医疗保健利用也有相当大的影响。社会经济变量——收入、教育和职业——似乎对健康有几乎相同的影响,尽管它们各自的直接影响略小于两个生活方式因素的影响。对就诊需求和处方药需求的结果强调了时间成本和医生供给等因素作为利用的重要决定因素,并证实了这样一个事实,即很大一部分医疗保健利用取决于医生的决定,是由医患接触产生的。