Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Via Cristoforo Colombo, 112-00147, Rome, Italy.
Department of Epidemiology, Lazio Regional Health Service, ASL Roma 1, Via Cristoforo Colombo, 112-00147, Rome, Italy.
Environ Res. 2021 May;196:110358. doi: 10.1016/j.envres.2020.110358. Epub 2020 Oct 24.
Introduction There is evidence of improvement on mental health and well-being due to contact with green spaces, through various mechanisms and with potentially differential impacts in different populations. Many of these studies have been conducted among adults, while children have not been sufficiently investigated. This study aimed to evaluate the association between residential exposure to greenness and cognitive development at age 7 and to evaluate nitrogen dioxide (NO) as a potential mediator of this association.Methods This longitudinal study was based on a cohort of newborns enrolled at delivery in two large obstetric hospitals in Rome. We assessed cognitive development at 7 years of age through the Wechsler Intelligence Scale for Children-III edition (WISC-III). We estimated residential surrounding greenness, using satellite derived Normalized Difference Vegetation Index (NDVI), within 300m and 500m buffers around each residential address at birth. We applied weighted multiple linear regression analyses to study the association between NDVI and the WISC-III cognitive scores, using the inverse probability weighting methodology to correct for potential selection bias. We performed a mediation analysis to evaluate the mediating role of NO in the association under study.Results We enrolled 719 children at birth and performed our analyses only on 465 children with data on exposure and outcome. The results were not consistent for the average residential surrounding greenness in 300m buffer. For an IQR increase in greenness within 500m buffer around home addresses at birth we found a progress in Arithmetic subtest (β:0.39; 90% CI: 0.11-0.6), a test concerning with attention, concentration and numerical reasoning, apart from an indication of the positive association with Full scale IQ and Verbal IQ. This association was partly mediated by reduction in NO, since adding this pollutant in our model explained 35% (90% CI: 7%-62%) of our estimate.Conclusions Our findings showed an association between residential surrounding greenness within 500m and better scores on attention tests at 7 years of age. The observed association between Arithmetic subtest and NDVI was mediated, in part, by a reduction in NO. This topic has important public health implications in supporting green urban planning policies and promoting children's well-being.
介绍
有证据表明,通过各种机制,与绿色空间接触可以改善心理健康和幸福感,而且对不同人群的影响可能不同。这些研究中有许多是在成年人中进行的,而对儿童的研究还不够充分。本研究旨在评估居住环境中绿色植物暴露与 7 岁时认知发育的关系,并评估二氧化氮(NO)是否是这种关系的潜在中介。
方法
这项纵向研究基于在罗马两家大型产科医院分娩时入组的新生儿队列。我们通过韦氏儿童智力测验第三版(WISC-III)评估 7 岁时的认知发育。我们使用卫星衍生的归一化差异植被指数(NDVI),在出生时每个居住地址的 300m 和 500m 缓冲区范围内评估居住周围的绿色植物。我们应用加权多元线性回归分析来研究 NDVI 与 WISC-III 认知评分之间的关系,使用逆概率加权方法来纠正潜在的选择偏差。我们进行了中介分析,以评估 NO 在研究中关联的中介作用。
结果
我们在出生时招募了 719 名儿童,仅对 465 名有暴露和结果数据的儿童进行了分析。对于出生时家庭住址周围 300m 缓冲区的平均居住周围绿色植物,结果并不一致。对于出生时家庭住址周围 500m 缓冲区中绿色植物每增加一个 IQR,我们发现算术测试(β:0.39;90%CI:0.11-0.6)的进步,这是一项关于注意力、集中力和数字推理的测试,除了表明与全量表智商和言语智商的正相关。这种关联部分通过降低 NO 来介导,因为在我们的模型中添加这种污染物解释了我们估计值的 35%(90%CI:7%-62%)。
结论
我们的研究结果表明,居住环境周围 500m 范围内的绿色植物与 7 岁时注意力测试的更好成绩之间存在关联。算术测试与 NDVI 之间的观察到的关联部分通过降低 NO 来介导。这个主题在支持绿色城市规划政策和促进儿童福祉方面具有重要的公共卫生意义。