Impact of COVID-19 Interventions on Respiratory and Intestinal Infectious Disease Notifications - Jiangsu Province, China, 2020-2023.

IF 4.3 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH 中国疾病预防控制中心周报 Pub Date : 2024-10-11 DOI:10.46234/ccdcw2024.219
Ziying Chen, Xin Liu, Jinxing Guan, Yingying Shi, Wendong Liu, Zhihang Peng, Jianli Hu
{"title":"Impact of COVID-19 Interventions on Respiratory and Intestinal Infectious Disease Notifications - Jiangsu Province, China, 2020-2023.","authors":"Ziying Chen, Xin Liu, Jinxing Guan, Yingying Shi, Wendong Liu, Zhihang Peng, Jianli Hu","doi":"10.46234/ccdcw2024.219","DOIUrl":null,"url":null,"abstract":"<p><strong>Introduction: </strong>Many measures implemented to control the coronavirus disease 2019 (COVID-19) pandemic have reshaped the epidemic patterns of other infectious diseases. This study estimated the impact of the COVID-19 pandemic on respiratory and intestinal infectious diseases and potential changes following reopening.</p><p><strong>Methods: </strong>The optimal intervention and counterfactual models were selected from the seasonal autoregressive integrated moving average (SARIMA), neural network autoregression (NNAR), and hybrid models based on the minimum mean absolute percentage error (MAPE) in the test set. The relative change rate between the actual notification rate and that predicted by the optimal model was calculated for the entire COVID-19 epidemic prevention period and the \"reopening\" period.</p><p><strong>Results: </strong>Compared with the predicted notification rate based on the counterfactual model, the total relative change rates for the 9 infectious diseases were -44.24%, respiratory infections (-55.41%), and intestinal infections (-26.59%) during 2020-2022. Compared with the predicted notification rate based on the intervention model, the total relative change rates were +247.98%, respiratory infections (+389.59%), and intestinal infections (+50.46%) in 2023. Among them, the relative increases in influenza (+499.98%) and hand-foot-mouth disease (HFMD) (+70.97%) were significant.</p><p><strong>Conclusions: </strong>Measures taken in Jiangsu Province in response to COVID-19 effectively constrained the spread of respiratory and intestinal infectious diseases. Influenza and HFMD rebounded significantly after the lifting of COVID-19 intervention restrictions.</p>","PeriodicalId":69039,"journal":{"name":"中国疾病预防控制中心周报","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11532534/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"中国疾病预防控制中心周报","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.46234/ccdcw2024.219","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
引用次数: 0

Abstract

Introduction: Many measures implemented to control the coronavirus disease 2019 (COVID-19) pandemic have reshaped the epidemic patterns of other infectious diseases. This study estimated the impact of the COVID-19 pandemic on respiratory and intestinal infectious diseases and potential changes following reopening.

Methods: The optimal intervention and counterfactual models were selected from the seasonal autoregressive integrated moving average (SARIMA), neural network autoregression (NNAR), and hybrid models based on the minimum mean absolute percentage error (MAPE) in the test set. The relative change rate between the actual notification rate and that predicted by the optimal model was calculated for the entire COVID-19 epidemic prevention period and the "reopening" period.

Results: Compared with the predicted notification rate based on the counterfactual model, the total relative change rates for the 9 infectious diseases were -44.24%, respiratory infections (-55.41%), and intestinal infections (-26.59%) during 2020-2022. Compared with the predicted notification rate based on the intervention model, the total relative change rates were +247.98%, respiratory infections (+389.59%), and intestinal infections (+50.46%) in 2023. Among them, the relative increases in influenza (+499.98%) and hand-foot-mouth disease (HFMD) (+70.97%) were significant.

Conclusions: Measures taken in Jiangsu Province in response to COVID-19 effectively constrained the spread of respiratory and intestinal infectious diseases. Influenza and HFMD rebounded significantly after the lifting of COVID-19 intervention restrictions.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
COVID-19 干预措施对中国江苏省 2020-2023 年呼吸道和肠道传染病通报的影响。
导言:为控制 2019 年冠状病毒病(COVID-19)大流行而实施的许多措施重塑了其他传染病的流行模式。本研究估计了 COVID-19 大流行对呼吸道和肠道传染病的影响以及重新开放后的潜在变化:方法:根据测试集中的最小平均绝对百分比误差(MAPE),从季节性自回归综合移动平均模型(SARIMA)、神经网络自回归模型(NNAR)和混合模型中选择最佳干预和反事实模型。计算了整个 COVID-19 防疫期和 "重新开放 "期实际通报率与最优模型预测通报率之间的相对变化率:与基于反事实模型的预测通报率相比,2020-2022 年期间 9 种传染病的总相对变化率分别为-44.24%、呼吸道感染(-55.41%)和肠道感染(-26.59%)。与根据干预模式预测的通报率相比,2023 年的总相对变化率为 +247.98%、呼吸道感染(+389.59%)和肠道感染(+50.46%)。其中,流感(+499.98%)和手足口病(+70.97%)的相对增长率显著:结论:江苏省针对 COVID-19 采取的措施有效遏制了呼吸道和肠道传染病的传播。COVID-19干预措施解除后,流感和手足口病明显反弹。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
5.90
自引率
0.00%
发文量
0
期刊最新文献
Chronic Obstructive Pulmonary Disease-Associated Mortality - China, 2014-2021. Prevalence and Risk Factors for Chronic Obstructive Pulmonary Disease Among Adults Aged 50 and Above - 10 CKB Study Areas, China, 2020-2021. Rate and Change in Household Solid Fuels Usage Among Residents Aged 40 and Older - China, from 2014-2015 to 2019-2020. Reported Cases and Deaths of National Notifiable Infectious Diseases - China, August 2024. The Association Between Preserved Ratio Impaired Spirometry and Mortality - 10 CKB Study Areas, China, 2004-2022.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1