Takata Takuya, Seposo Xerxes, Hossain Nasif, Ueda Kayo
Department of Hygiene, Faculty of Medicine, Graduate School of Medicine, Hokkaido University, Sapporo, Japan.
School of Tropical Medicine and Global Health, Nagasaki University, Nagasaki, Japan.
JAMA Netw Open. 2025 Apr 1;8(4):e255768. doi: 10.1001/jamanetworkopen.2025.5768.
The Rohingya displaced population in Bangladesh is the largest stateless population in the world. Infectious diseases, such as gastroenteritis, respiratory infections, and fever, are among the major health problems the Rohingya population has faced. Although associations between gastroenteritis and air temperature have been reported in various regions, no study has yet been carried out among the displaced populations.
To evaluate the association between air temperature and risk of gastroenteritis among the forcibly displaced Rohingya population in refugee camps in Bangladesh.
DESIGN, SETTING, AND PARTICIPANTS: In this cross-sectional study, daily time series data derived from facility-based case reports were collected in 2 clinics organized by the UNHCR (United Nations High Commissioner for Refugees) in Kutupalong and Nayapara registered camps from January 1, 2019, to December 31, 2021. Statistical analysis was conducted from April 2023 to September 2024.
Hourly 2-m air temperature from ERA5-Land by the European Centre for Medium-Range Weather Forecasts.
The daily number of gastroenteritis cases recorded in the camp clinics was the main outcome measure. Nonlinear lagged associations between daily temperature and gastroenteritis cases were modeled using a quasi-Poisson generalized linear model to account for overdispersion coupled with a distributed lag nonlinear model including a maximum 21-day lag. Covariates from the literature were adjusted in the model.
A total of 33 280 gastroenteritis cases (95% among individuals aged ≥5 years; 71% female) were recorded in Kutupalong and 31 165 gastroenteritis cases (99% among individuals aged ≥5 years; 67% female) were recorded in Nayapara. Further examination revealed a potential U-shaped curve in Kutupalong with minimum risk temperature (MRT) set at 26 °C. Cumulative relative risk (RR) at the 10th percentile temperature (21.1 °C) was 2.31 (95% CI, 1.18-4.65), while RR at 90th percentile temperature (28.5 °C) was 1.78 (95% CI, 1.24-2.56) relative to MRT. In Nayapara, a nearly linear risk increase was observed with decreasing temperature. Cumulative RR at the 10th percentile temperature (21 °C) was 1.32 (95% CI, 0.78-2.24), while the RR at the 90th percentile temperature (28.3 °C) was 0.75 (95% CI, 0.56-0.99). Lagged effects were delayed in nature. In Kutupalong, cold temperatures (10th percentile) were associated with statistically significant gastroenteritis risks at approximately 15 to 20 days (range: RR, 1.06 [95% CI, 1.00-1.13] to RR, 1.10 [95% CI, 1.00-1.21]). In Nayapara, gastroenteritis risks were correspondingly higher at longer lags (lag, 18 days; RR, 1.05 [95% CI, 1.00-1.10]).
In this cross-sectional study of the Rohingya displaced population in Bangladesh, cold temperatures were associated with an increase in the risk of gastroenteritis. It is important to understand the association of climatic factors with the health of displaced communities, whose population is expected to grow in the future.
孟加拉国的罗兴亚流离失所人口是世界上最大的无国籍人口群体。传染病,如肠胃炎、呼吸道感染和发热,是罗兴亚人口面临的主要健康问题。尽管不同地区已有关于肠胃炎与气温之间关联的报道,但尚未对流离失所人群进行过相关研究。
评估孟加拉国难民营中被迫流离失所的罗兴亚人口的气温与肠胃炎风险之间的关联。
设计、地点和参与者:在这项横断面研究中,收集了2019年1月1日至2021年12月31日期间,由联合国难民事务高级专员公署(UNHCR)在库图帕隆和纳亚帕拉登记营地组织的2家诊所基于设施的病例报告中的每日时间序列数据。统计分析于2023年4月至2024年9月进行。
欧洲中期天气预报中心ERA5-Land提供的每小时2米空气温度。
营地诊所记录的肠胃炎病例每日数量是主要结局测量指标。使用准泊松广义线性模型对每日温度与肠胃炎病例之间的非线性滞后关联进行建模,以考虑过度离散,并结合一个最大滞后21天的分布滞后非线性模型。模型中对文献中的协变量进行了调整。
在库图帕隆共记录了33280例肠胃炎病例(95%发生在≥5岁个体中;71%为女性),在纳亚帕拉记录了31165例肠胃炎病例(99%发生在≥5岁个体中;67%为女性)。进一步检查发现,库图帕隆存在潜在的U型曲线,最低风险温度(MRT)设定为26°C。相对于MRT,第10百分位温度(21.1°C)时的累积相对风险(RR)为2.31(95%CI,1.18 - 4.65),而第90百分位温度(28.5°C)时的RR为1.78(95%CI,1.24 - 2.56)。在纳亚帕拉,随着温度降低,观察到风险几乎呈线性增加。第10百分位温度(21°C)时的累积RR为1.32(95%CI,0.78 - 2.24),而第90百分位温度(28.3°C)时的RR为0.75(95%CI,0.56 - 0.99)。滞后效应本质上具有延迟性。在库图帕隆,低温(第10百分位)与大约15至20天的肠胃炎风险显著相关(范围:RR,1.06[95%CI,1.00 - 1.13]至RR,1.10[95%CI,1.00 - 1.21])。在纳亚帕拉,肠胃炎风险在更长的滞后时间(滞后18天;RR,1.05[95%CI,1.00 - 1.10])时相应更高。
在这项对孟加拉国罗兴亚流离失所人口的横断面研究中,低温与肠胃炎风险增加相关。了解气候因素与流离失所社区健康的关联很重要,因为预计该社区人口未来还会增长。