Helbich Marco, Burov Angel, Dimitrova Donka, Markevych Iana, Nieuwenhuijsen Mark J, Dzhambov Angel M
Department of Human Geography and Spatial Planning, Faculty of Geosciences, Utrecht University, Utrecht, the Netherlands; Health and Quality of Life in a Green and Sustainable Environment Research Group, Strategic Research and Innovation Program for the Development of MU - Plovdiv, Medical University of Plovdiv, Plovdiv, Bulgaria; Environmental Health Division, Research Institute at Medical University of Plovdiv, Medical University of Plovdiv, Plovdiv, Bulgaria.
Health and Quality of Life in a Green and Sustainable Environment Research Group, Strategic Research and Innovation Program for the Development of MU - Plovdiv, Medical University of Plovdiv, Plovdiv, Bulgaria; Environmental Health Division, Research Institute at Medical University of Plovdiv, Medical University of Plovdiv, Plovdiv, Bulgaria; Department of Urban Planning, Faculty of Architecture, University of Architecture, Civil Engineering and Geodesy, Sofia, Bulgaria.
Environ Res. 2024 Dec 1;262(Pt 1):119803. doi: 10.1016/j.envres.2024.119803. Epub 2024 Aug 19.
Outdoor nighttime light (NTL) is a potential anthropogenic stressor in urban settings. While ecological studies have identified outdoor NTL exposure disparities, uncertainties remain about disparities in individual exposure levels, particularly in Europe.
To assess whether some populations are disproportionately affected by outdoor NTL at their residences in urban Bulgaria.
We analyzed 2023 data from a representative cross-sectional survey of 4,270 adults from the five largest Bulgarian cities. Respondents' annual exposures to outdoor artificial nighttime luminance were measured using satellite imagery and assigned at their places of residence. We calculated the Gini coefficient as a descriptive NTL inequality measure. Associations between respondents' NTL exposure levels and sociodemographic characteristics were assessed by estimating quantile mixed regression models. Stratified regressions were fitted by gender and for each city.
We found moderate distributive NTL inequalities, as indicated by a Gini coefficient of 0.214. Regression analyses showed associations between greater NTL exposure and higher educational attainment. Respondents with incomes perceived as moderate experienced less NTL exposure at the 0.5 and 0.8 quantiles, while unemployed respondents experienced lower exposure at the 0.2 and 0.5 quantiles. We observed null associations for the elderly and non-Bulgarian ethnicities. Regardless of the quantile, greater population density was associated with higher NTL levels. Stratification by sex did not yield substantial differences in the associations. We observed notable city-specific heterogeneities in the associations, with differences in the magnitudes and directions of the associations and the NTL quantiles.
NTL exposures appeared to embody an environmental injustice dimension in Bulgaria. Our findings suggest that some sociodemographic populations experience higher exposure levels to NTL; however, those are not necessarily the underprivileged or marginalized. Identifying populations with high exposure levels is critical to influencing lighting policies to ease related health implications.
户外夜间灯光(NTL)是城市环境中一种潜在的人为压力源。虽然生态研究已经确定了户外NTL暴露的差异,但关于个体暴露水平的差异仍存在不确定性,尤其是在欧洲。
评估在保加利亚城市中,是否有一些人群在其居住地受到户外NTL的影响尤为严重。
我们分析了2023年对保加利亚五个最大城市的4270名成年人进行的代表性横断面调查数据。使用卫星图像测量受访者每年暴露于户外人工夜间亮度的情况,并将其分配到他们的居住地。我们计算了基尼系数作为NTL不平等的描述性指标。通过估计分位数混合回归模型,评估受访者的NTL暴露水平与社会人口学特征之间的关联。按性别和每个城市进行分层回归。
我们发现NTL存在中等程度的分布不平等,基尼系数为0.214。回归分析表明,NTL暴露增加与教育程度提高之间存在关联。收入被认为中等的受访者在0.5和0.8分位数处的NTL暴露较少,而失业受访者在0.2和0.5分位数处的暴露较低。我们观察到老年人和非保加利亚族裔之间没有关联。无论分位数如何,人口密度越大,NTL水平越高。按性别分层在关联方面没有产生实质性差异。我们观察到各城市之间在关联方面存在显著的异质性,关联的大小、方向以及NTL分位数都有所不同。
在保加利亚,NTL暴露似乎体现了环境不公正的一面。我们的研究结果表明,一些社会人口群体的NTL暴露水平较高;然而,这些群体不一定是弱势群体或边缘化群体。识别高暴露水平人群对于影响照明政策以减轻相关健康影响至关重要。