Department of Environmental Engineering, College of Engineering, Chung Yuan Christian University, 200 Chung-Pei Road, Zhongli, Taoyuan City 320314, Taiwan.
Institute of Tropical Disease, Universitas Airlangga, Surabaya 60286, Indonesia.
Int J Environ Res Public Health. 2023 Jan 28;20(3):2313. doi: 10.3390/ijerph20032313.
Diarrhea remains a common infectious disease caused by various risk factors in developing countries. This study investigated the incidence rate and temporal associations between diarrhea and meteorological determinants in five regions of Surabaya, Indonesia.
Monthly diarrhea records from local governmental health facilities in Surabaya and monthly means of weather variables, including average temperature, precipitation, and relative humidity from Meteorology, Climatology, and Geophysical Agency were collected from January 2018 to September 2020. The generalized additive model was employed to quantify the time lag association between diarrhea risk and extremely low (5th percentile) and high (95th percentile) monthly weather variations in the north, central, west, south, and east regions of Surabaya (lag of 0-2 months).
The average incidence rate for diarrhea was 11.4 per 100,000 during the study period, with a higher incidence during rainy season (November to March) and in East Surabaya. This study showed that the weather condition with the lowest diarrhea risks varied with the region. The diarrhea risks were associated with extremely low and high temperatures, with the highest RR of 5.39 (95% CI 4.61, 6.17) in the east region, with 1 month of lag time following the extreme temperatures. Extremely low relative humidity increased the diarrhea risks in some regions of Surabaya, with the highest risk in the west region at lag 0 (RR = 2.13 (95% CI 1.79, 2.47)). Extremely high precipitation significantly affects the risk of diarrhea in the central region, at 0 months of lag time, with an RR of 3.05 (95% CI 2.09, 4.01).
This study identified a high incidence of diarrhea in the rainy season and in the deficient developed regions of Surabaya, providing evidence that weather magnifies the adverse effects of inadequate environmental sanitation. This study suggests the local environmental and health sectors codevelop a weather-based early warning system and improve local sanitation practices as prevention measures in response to increasing risks of infectious diseases.
腹泻仍然是发展中国家由各种危险因素引起的常见传染病。本研究调查了印度尼西亚泗水五个地区腹泻的发病率和与气象决定因素的时间关联。
从 2018 年 1 月至 2020 年 9 月,收集了泗水当地政府卫生机构的每月腹泻记录和气象、气候和地球物理机构的每月气象变量平均值,包括平均温度、降水和相对湿度。采用广义加性模型来量化腹泻风险与泗水北部、中部、西部、南部和东部地区极低(第 5 百分位)和极高(第 95 百分位)每月天气变化之间的时间滞后关联(0-2 个月的滞后)。
在研究期间,腹泻的平均发病率为每 10 万人 11.4 例,雨季(11 月至 3 月)和东泗水的发病率较高。本研究表明,腹泻风险最低的天气条件因地区而异。腹泻风险与极低和高温有关,在东部地区滞后 1 个月时,RR 最高为 5.39(95%CI 4.61,6.17)。极低的相对湿度增加了泗水部分地区的腹泻风险,西地区滞后 0 时的风险最高(RR=2.13(95%CI 1.79,2.47))。极高的降水显著影响了中部地区腹泻的风险,在 0 个月的滞后时间时,RR 为 3.05(95%CI 2.09,4.01)。
本研究发现雨季和泗水欠发达地区腹泻发病率较高,这表明天气放大了环境卫生不足的不利影响。本研究建议地方环境和卫生部门共同开发基于天气的早期预警系统,并改善当地卫生习惯,作为应对传染病风险增加的预防措施。