Mackenbach Johan P, Martikainen Pekka, Looman Caspar W N, Dalstra Jetty A A, Kunst Anton E, Lahelma Eero
Department of Public Health, Erasmus MC, 3000 DR Rotterdam, The Netherlands.
Int J Epidemiol. 2005 Apr;34(2):286-93. doi: 10.1093/ije/dyh338. Epub 2004 Nov 23.
The relationship between income and health is usually thought to be curvilinear, but previous studies have yielded inconsistent results. We therefore examined the shape of the relationship between household equivalent income and self-assessed health in seven European countries.
Data were obtained from nationally representative health, level of living, or similar surveys in Belgium, Denmark, England, Finland, France, The Netherlands, and Norway and applied to men and women aged 25 years and older in the 1990s. Smooth nonparametric curves were fitted to the data, as well as a spline regression function with three linear pieces connected by two knots.
A higher household equivalent income is associated with better self-assessed health among men and women in all countries, particularly in the middle-income range. In the higher income ranges, the relationship is generally curvilinear and characterized by less improvement in self-assessed health per unit of rising income. In the lowest income ranges, the relationship is found to be curvilinear in four countries (Belgium, Finland, The Netherlands, and Norway), where the usual deterioration of health associated with lower incomes levels off or even reverses into an improvement.
Further research is necessary to investigate the background of differences between countries in the shape of the relationship between income and self-assessed health, and should focus on both methodological and substantive explanations. Assuming causality, the results of our study lend some support to the notion of decreasing marginal health returns of a unit increase in income at the higher income ranges.
收入与健康之间的关系通常被认为是曲线关系,但以往的研究结果并不一致。因此,我们研究了七个欧洲国家家庭等价收入与自我评估健康之间关系的形态。
数据来自比利时、丹麦、英格兰、芬兰、法国、荷兰和挪威具有全国代表性的健康、生活水平或类似调查,并应用于20世纪90年代25岁及以上的男性和女性。对数据拟合了平滑的非参数曲线,以及一个由两个节点连接的三段线性样条回归函数。
在所有国家,较高的家庭等价收入与男性和女性更好的自我评估健康相关,特别是在中等收入范围内。在较高收入范围内,这种关系通常是曲线关系,其特征是每单位收入增加,自我评估健康的改善较少。在最低收入范围内,在四个国家(比利时、芬兰、荷兰和挪威)发现这种关系是曲线关系,在这些国家,通常与较低收入相关的健康恶化趋于平稳,甚至转变为改善。
有必要进行进一步研究,以调查各国在收入与自我评估健康之间关系形态上存在差异的背景,研究应侧重于方法和实质性解释。假设存在因果关系,我们的研究结果为在较高收入范围内单位收入增加的边际健康回报递减这一观点提供了一些支持。