Heterogeneous effects of artificial light at night on sleep and mental health: 2SLS augmented geospatial data modeling and geo-correlation analysis

IF 3.8 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH
Ruoyu Dong , Yanqing Xu , Rui Zhu
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Abstract

Rapid urbanization has led to a significant increase in artificial light at night (ALAN), raising concerns about its potential adverse effects on human health. Yet, evidence on the relationship between ALAN, sleep, and mental health remains limited. In this study, we utilized the Extended Time-Series of Global NPP-VIIRS-like Nighttime Light Data and population distribution maps to estimate population-weighted ALAN at the census tract level across 500 major U.S. cities from 2013 to 2019. We also obtained the prevalence of frequent mental distress and short sleep duration from the SDOH database. A Two-Stage Least Squares (2SLS) model was applied to investigate the causal relationships between ALAN, sleep, and mental health, as well as heterogeneity across differing educational and urbanization levels. The findings revealed that: (1) Population-weighted ALAN was significantly associated with both sleep and mental health, with a ten-fold increase in O-ALAN corresponding to an 8.05 % (±0.04 %) rise in mental distress prevalence and a 4.99 % (±0.07 %) increase in short sleep duration prevalence; (2) higher education levels intensified the negative impact of ALAN on mental health but mitigated its effect on sleep; and (3) higher urbanization levels amplified ALAN's adverse effects on both sleep and mental health. This study is the first to examine the relationship between population-weighted ALAN and sleep and mental health outcomes while accounting for economic endogeneity, offering a comprehensive view of ALAN's impact on health.
夜间人造光对睡眠和心理健康的异质性影响:2SLS增强地理空间数据建模和地理相关分析
快速城市化导致夜间人造光(ALAN)的显著增加,引起人们对其对人类健康的潜在不利影响的关注。然而,关于ALAN、睡眠和心理健康之间关系的证据仍然有限。在这项研究中,我们利用全球NPP-VIIRS-like夜间灯光数据的扩展时间序列和人口分布图来估计2013年至2019年美国500个主要城市人口普查区水平的人口加权ALAN。我们还从SDOH数据库中获得了频繁精神困扰和睡眠时间短的患病率。采用两阶段最小二乘(2SLS)模型研究ALAN、睡眠和心理健康之间的因果关系,以及不同教育程度和城市化水平之间的异质性。结果表明:(1)人口加权ALAN与睡眠和心理健康均显著相关,O-ALAN增加10倍,精神困扰患病率增加8.05%(±0.04%),短睡眠时间患病率增加4.99%(±0.07%);(2)高等教育程度加剧了ALAN对心理健康的负面影响,但减轻了其对睡眠的负面影响;(3)较高的城市化水平放大了ALAN对睡眠和心理健康的不利影响。这项研究首次考察了人口加权ALAN与睡眠和心理健康结果之间的关系,同时考虑了经济内生性,提供了ALAN对健康影响的全面观点。
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来源期刊
Health & Place
Health & Place PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH-
CiteScore
7.70
自引率
6.20%
发文量
176
审稿时长
29 days
期刊介绍: he journal is an interdisciplinary journal dedicated to the study of all aspects of health and health care in which place or location matters.
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