Sugimoto Takashi, Shinozaki Tomohiro, Miyamoto Yuki
Graduate School of Medicine, Department of Psychiatric Nursing, The University of Tokyo, Tokyo, Japan.
Interact J Med Res. 2013 Dec 20;2(2):e31. doi: 10.2196/ijmr.2585.
The Great East Japan earthquake, subsequent tsunamis and the Fukushima nuclear incident had a tremendous impact on Japanese society. Although small-scale surveys have been conducted in highly affected areas, few have elucidated the disaster's effect on health from national perspective, which is necessary to prepare national policy and response.
The aim of the present study was to describe prefecture-level health status and investigate associations with number of aftershocks, seismic intensity, a closer geographical location to the Fukushima Nuclear Power Plant, or higher reported radiation dose in each prefecture even after adjusting for individual socioeconomic factors, by utilizing individual-level data acquired from a national cross-sectional Internet survey as well as officially reported prefecture-level data.
A Japanese government research institute obtained 12,000 participants by quota sampling and 7335 participants were eligible for the analysis in an age range between 17 and 27 years old. We calculated the percentage of people with decreased subjective health in each prefecture after the earthquake. Variability introduced by a small sample size for some prefectures was smoothed using empirical Bayes estimation with a random-intercept logistic model, with and without demographic factors. Multilevel logistic regression was used to calculate adjusted odds ratios (ORs) for change of subjective health associated with prefecture-level and individual-level factors.
Adjusted empirical Bayes estimates were higher for respondents commuting in the northeast region (Iwate 14%, Miyagi 19%, and Fukushima 28%), which faces the Pacific Ocean, while the values for Akita (10%) and Yamagata (8%) prefectures, which do not face the Pacific Ocean, were lower than those of Tokyo (12%). The values from the central to the western region were clearly lower. The number of aftershocks was coherently associated with decreased health (OR 1.05 per 100 times, 95% CI 1.04-1.06; P<.001) even after adjusting for covariates (OR 1.02 per 100 times, 95% CI 1.00-1.05; 1.32 per 1000 times, 95% CI 1.03-1.71; P=.049). In contrast, seismic intensity of the initial earthquake (OR 0.87, 95% CI 0.65-1.17; P=.36), radiation dose (OR 1.16, 95% CI 0.82-1.64; P=.41), and distance from the Fukushima Nuclear Power Plant (OR 1.00, 95% CI 0.99-1.00; P=.66) were not. Change in job condition (OR 2.05, 95% CI 1.72-2.45; P<.001), female (OR 1.43, 95% CI 1.19-1.69; P<.001), higher age (OR 1.06 per year, 95% CI 1.02-1.11; P=.005), and duration of evacuation longer than 4 weeks (OR 1.44, 95% CI 1.06-1.97; P=.02) seemed to decrease perceived health status.
We found nationwide differences that show decreased health status because of the Great East Japan disaster according to prefecture. The number of aftershocks, change in work conditions, being female, a higher age, and duration of the evacuation were risk factors for the population after the major earthquake, tsunamis, and nuclear incident.
东日本大地震、随后的海啸以及福岛核事故对日本社会产生了巨大影响。尽管在受灾严重地区进行了小规模调查,但从国家层面阐明灾难对健康的影响的研究较少,而这对于制定国家政策和应对措施是必要的。
本研究的目的是利用从全国横断面互联网调查中获取的个体层面数据以及官方报告的县级数据,描述县级健康状况,并调查在调整个体社会经济因素后,余震次数、地震强度、与福岛核电站地理位置更近或各县报告的辐射剂量更高与健康状况之间的关联。
一家日本政府研究机构通过配额抽样获得了12000名参与者,其中7335名参与者年龄在17至27岁之间,符合分析条件。我们计算了地震后各县主观健康状况下降的人群百分比。对于一些县样本量较小所带来的变异性,使用随机截距逻辑模型的经验贝叶斯估计进行平滑处理,分别考虑有无人口统计学因素的情况。采用多水平逻辑回归计算与县级和个体层面因素相关的主观健康变化的调整比值比(OR)。
通勤于面向太平洋的东北地区(岩手县14%、宫城县19%、福岛县28%)的受访者经调整后的经验贝叶斯估计值较高,而不面向太平洋的秋田县(10%)和山形县(8%)的值低于东京(12%)。从中部到西部地区的值明显较低。即使在调整协变量后,余震次数与健康状况下降仍存在显著关联(每100次OR为1.05,95%置信区间为1.04 - 1.06;P <.001)(每100次OR为1.02,95%置信区间为1.00 - 1.05;每1000次OR为1.32,95%置信区间为1.03 - 1.71;P =.049)。相比之下,初始地震的地震强度(OR为0.87,95%置信区间为0.65 - 1.17;P =.36)、辐射剂量(OR为1.16,95%置信区间为0.82 -