清晨好,您是今天最早来到科研通的研友!由于当前在线用户较少,发布求助请尽量完整的填写文献信息,科研通机器人24小时在线,伴您科研之路漫漫前行!

Spatiotemporal dynamics and potential ecological drivers of acute respiratory infectious diseases: an example of scarlet fever in Sichuan Province

猩红热 爆发 流行病学 传输(电信) 公共卫生 地理 生态学 生物统计学 医学 人口学 环境卫生 生物 病毒学 病理 电气工程 工程类 社会学
作者
Cheng Li,Rujun Liao,Zhu Wang,Guiyu Jiang,Yumeng Wang,Ling Li,Tao Zhang,Qiang Lv
出处
期刊:BMC Public Health [BioMed Central]
卷期号:22 (1) 被引量:3
标识
DOI:10.1186/s12889-022-14469-y
摘要

Scarlet fever is an acute respiratory infectious disease that endangers public health and imposes a huge economic burden. In this paper, we systematically studied its spatial and temporal evolution and explore its potential ecological drivers. The goal of this research is to provide a reference for analysis based on surveillance data of scarlet fever and other acute respiratory infectious illnesses, and offer suggestions for prevention and control.This research is based on a spatiotemporal multivariate model (Endemic-Epidemic model). Firstly, we described the epidemiology status of the scarlet fever epidemic in Sichuan Province from 2016 to 2019. Secondly, we used spatial autocorrelation analysis to understand the spatial pattern. Thirdly, we applied the endemic-epidemic model to analyze the spatiotemporal dynamics by quantitatively decomposing cases into endemic, autoregressive, and spatiotemporal components. Finally, we explored potential ecological drivers that could influence the spread of scarlet fever.From 2016 to 2019, the incidence of scarlet fever in Sichuan Province varied much among cities. In terms of temporal distribution, there were 1-2 epidemic peaks per year, and they were mainly concentrated from April to June and October to December. In terms of transmission, the endemic and temporal spread were predominant. Our findings imply that the school holiday could help to reduce the spread of scarlet fever, and a standard increase in Gross Domestic Product (GDP) was associated with 2.6 folds contributions to the epidemic among cities.Scarlet fever outbreaks are more susceptible to previous cases, as temporal spread accounted for major transmission in many areas in Sichuan Province. The school holidays and GDP can influence the spread of infectious diseases. Given that covariates could not fully explain heterogeneity, adding random effects was essential to improve accuracy. Paying attention to critical populations and hotspots, as well as understanding potential drivers, is recommended for acute respiratory infections such as scarlet fever. For example, our study reveals GDP is positively associated with spatial spread, indicating we should consider GDP as an important factor when analyzing the potential drivers of acute infectious disease.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
jlwang完成签到,获得积分10
21秒前
ybwei2008_163完成签到,获得积分10
24秒前
韩金子发布了新的文献求助10
41秒前
绝世冰淇淋完成签到 ,获得积分10
53秒前
姚芭蕉完成签到 ,获得积分0
58秒前
发财小鱼完成签到 ,获得积分10
58秒前
huvy完成签到 ,获得积分10
1分钟前
迅速灵竹完成签到 ,获得积分10
1分钟前
路路完成签到 ,获得积分10
1分钟前
梅赛德斯奔驰完成签到,获得积分10
1分钟前
yes完成签到 ,获得积分10
1分钟前
斯文败类应助韩金子采纳,获得10
1分钟前
叶雨思空完成签到 ,获得积分10
2分钟前
无辜的行云完成签到 ,获得积分0
2分钟前
咯咯咯完成签到 ,获得积分10
2分钟前
波波完成签到 ,获得积分10
2分钟前
结实的泽洋完成签到,获得积分10
2分钟前
bkagyin应助科研通管家采纳,获得10
2分钟前
所所应助科研通管家采纳,获得10
2分钟前
zzhui完成签到,获得积分10
2分钟前
谭平完成签到 ,获得积分10
2分钟前
不想长大完成签到 ,获得积分10
2分钟前
生信小菜鸟完成签到 ,获得积分10
2分钟前
3分钟前
韩金子发布了新的文献求助10
3分钟前
秋夜临完成签到,获得积分10
3分钟前
BowenShi完成签到 ,获得积分10
3分钟前
万灵竹完成签到 ,获得积分10
3分钟前
大大哈哈完成签到 ,获得积分10
3分钟前
lanxinge完成签到 ,获得积分10
3分钟前
可靠的南霜完成签到 ,获得积分10
3分钟前
fogsea完成签到,获得积分0
4分钟前
foyefeng完成签到 ,获得积分10
4分钟前
嘟嘟完成签到 ,获得积分10
4分钟前
hadfunsix完成签到 ,获得积分10
4分钟前
忘忧Aquarius完成签到,获得积分10
4分钟前
韩金子完成签到 ,获得积分10
4分钟前
彩色的芷容完成签到 ,获得积分10
4分钟前
yy完成签到 ,获得积分10
5分钟前
LiChard完成签到 ,获得积分10
5分钟前
高分求助中
【此为提示信息,请勿应助】请按要求发布求助,避免被关 20000
Continuum Thermodynamics and Material Modelling 2000
Encyclopedia of Geology (2nd Edition) 2000
105th Edition CRC Handbook of Chemistry and Physics 1600
Maneuvering of a Damaged Navy Combatant 650
Периодизация спортивной тренировки. Общая теория и её практическое применение 310
Mixing the elements of mass customisation 300
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 物理 生物化学 纳米技术 计算机科学 化学工程 内科学 复合材料 物理化学 电极 遗传学 量子力学 基因 冶金 催化作用
热门帖子
关注 科研通微信公众号,转发送积分 3779197
求助须知:如何正确求助?哪些是违规求助? 3324782
关于积分的说明 10219874
捐赠科研通 3039903
什么是DOI,文献DOI怎么找? 1668514
邀请新用户注册赠送积分活动 798686
科研通“疑难数据库(出版商)”最低求助积分说明 758503