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The Impact of Local and Oceanic Climate Variability on the Incidence of Childhood Pneumonia in Papua New Guinea

机译:巴布亚新几内亚当地和海洋气候变化对儿童肺炎发病率的影响

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Background: Childhood pneumonia is common in tropical regions, and a number of studies have associated pneumonia risk with climate and other factors. However, the findings have often been contradictory and unconvincing. The aim of this study was to evaluate quantitatively the association between geographic and climate factors on the incidence of childhood pneumonia in Papua New Guinea (PNG). Aims: To quantitatively evaluate the association between geographic and local and regional climate factors on the incidence of childhood pneumonia in Papua New Guinea (PNG). Methods: Based on the National Health Information System and the National Weather Service data in PNG, pneumonia incidence under 5-year-olds and the meteorological factors were obtained from six areas, including monthly rainfall (mm), monthly mean of the daily maximum temperatures (°C) of the period of 1997-2006. As regional climate factors, the southern oscillation index (SOI) and the dipole mode index (DMI) were used to explicate the oceanic oscillations. After testing linearity of effects of the climate variables using a generalized additive model, a generalized linear model was constructed to measure the effect size of each climate factor. Pooled effects of the climate variables among 6 sub-areas of PNG were estimated using meta-analysis. Results: Pooled risk per every 10 mm increase of rainfall is 0.24% and that of risk per every 1°C increase of the monthly mean of the maximum daily temperatures is 4.88%. SOI and DMI showed overall negative effect on childhood pneumonia incidence (-0.57%, -4.3%, respectively) and the dry season had a higher risk of pneumonia compared to the rainy season (Pooled: 12.08%). Conclusions: We verified the relationships between local and regional climate factors and risk of childhood pneumonia in PNG, and also found that the effect size can be different according to geographic features and local climate variables. Evaluation of health effect based on local and regional climate factors reflect the impact of local health determinants.
机译:背景:儿童肺炎在热带地区很常见,许多研究都将肺炎的风险与气候和其他因素相关联。但是,这些发现常常是矛盾的和令人信服的。这项研究的目的是定量评估巴布亚新几内亚(PNG)儿童肺炎发病率的地理和气候因素之间的关联。目的:定量评估巴布亚新几内亚(PNG)儿童和肺炎发病率的地理,本地和区域气候因素之间的关联。方法:根据国家卫生信息系统和国家气象局PNG数据,从六个地区获取5岁以下儿童的肺炎发病率和气象因素,包括每月降雨量(mm),每日最高气温的每月平均值(°C)1997-2006年。作为区域气候因素,南部振荡指数(SOI)和偶极子模式指数(DMI)被用来解释海洋振荡。在使用广义加性模型测试了气候变量影响的线性之后,构建了广义线性模型来测量每个气候因子的影响大小。使用荟萃分析估算了巴布亚新几内亚6个分区中气候变量的综合影响。结果:每增加10 mm降雨量,集合的风险为0.24%,而每天最高最高温度的月平均数每增加1°C,则汇总的风险为4.88%。 SOI和DMI对儿童肺炎的发病率总体呈负面影响(分别为-0.57%,-4.3%),与雨季相比,旱季的肺炎风险更高(汇总:12.08%)。结论:我们验证了当地和区域气候因素与巴布亚新几内亚儿童肺炎风险之间的关系,并发现根据地理特征和当地气候变量,影响大小可能有所不同。基于当地和区域气候因素的健康影响评估反映了当地健康决定因素的影响。

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