Dept of Epidemiology & International Public Health, School of Public Health, Bielefeld University, Universitätsstrasse 25, 33615 Bielefeld, Germany.
BMC Public Health. 2010 Jul 8;10:403. doi: 10.1186/1471-2458-10-403.
There is increasing evidence that individual health is at least partly determined by neighbourhood and regional factors. Mechanisms, however, remain poorly understood, and evidence from Germany is scant. This study explores whether regional as well as neighbourhood deprivation are associated with physical health and to what extent this association can be explained by specific neighbourhood exposures.
Using 2004 data from the German Socio-Economic Panel Study (SOEP) merged with regional and neighbourhood characteristics, we fitted multilevel linear regression models with subjective physical health, as measured by the SF-12, as the dependent variable. The models include regional and neighbourhood proxies of deprivation (i.e. regional unemployment quota, average purchasing power of the street section) as well as specific neighbourhood exposures (i.e. perceived air pollution). Individual characteristics including socioeconomic status and health behaviour have been controlled for.
This study finds a significant association between area deprivation and physical health which is independent of compositional factors and consistent across different spatial scales. Furthermore the association between neighbourhood deprivation and physical health can be partly explained by specific features of the neighbourhood environment. Among these perceived air pollution shows the strongest association with physical health (-2.4 points for very strong and -1.5 points for strong disturbance by air pollution, standard error (SE) = 0.8 and 0.4, respectively). Beta coefficients for perceived air pollution, perceived noise and the perceived distance to recreational resources do not diminish when including individual health behaviour in the models.
This study highlights the difference regional and in particular neighbourhood deprivation make to the physical health of individuals in Germany. The results support the argument that specific neighbourhood exposures serve as an intermediary step between deprivation and health. As people with a low socioeconomic status were more likely to be exposed to unfavourable neighbourhood characteristics these conditions plausibly contribute towards generating health inequalities.
越来越多的证据表明,个体健康至少部分取决于社区和区域因素。然而,其机制仍知之甚少,且德国的证据也很少。本研究探讨了区域和社区贫困是否与身体健康有关,以及这种关联在多大程度上可以用特定的社区暴露来解释。
使用德国社会经济面板研究(SOEP)2004 年的数据与区域和社区特征相合并,我们拟合了多水平线性回归模型,以 SF-12 测量的主观身体健康为因变量。模型包括区域和社区贫困的代表(即区域失业率、街道部分的平均购买力)以及特定的社区暴露(即感知的空气污染)。个体特征包括社会经济地位和健康行为都得到了控制。
本研究发现,区域贫困与身体健康之间存在显著关联,这种关联独立于构成因素,且在不同的空间尺度上一致。此外,社区贫困与身体健康之间的关联可以部分用社区环境的特定特征来解释。在这些特征中,感知到的空气污染与身体健康的关联最强(非常强烈和强烈的空气污染干扰分别为-2.4 点和-1.5 点,标准误差(SE)分别为 0.8 和 0.4)。当将个体健康行为纳入模型时,感知到的空气污染、感知到的噪音和感知到的娱乐资源距离的β系数并没有减少。
本研究强调了区域和特别是社区贫困对德国个体身体健康的影响。研究结果支持了这样一种观点,即特定的社区暴露是贫困与健康之间的一个中间步骤。由于社会经济地位较低的人更容易接触到不利的社区特征,这些条件很可能导致健康不平等的产生。