Role of children in the Bulgarian COVID-19 epidemic: A mathematical model study.

Latchezar Tomov, Hristiana Batselova, Snezhina Lazova, Borislav Ganev, Iren Tzocheva, Tsvetelina Velikova
{"title":"Role of children in the Bulgarian COVID-19 epidemic: A mathematical model study.","authors":"Latchezar Tomov,&nbsp;Hristiana Batselova,&nbsp;Snezhina Lazova,&nbsp;Borislav Ganev,&nbsp;Iren Tzocheva,&nbsp;Tsvetelina Velikova","doi":"10.5493/wjem.v13.i3.28","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>The coronavirus disease 2019 (COVID-19) pandemic affects all aspects of our lives, including children. With the advancement of the pandemic, children under five years old are at increased risk of hospitalization relative to other age groups. This makes it paramount that we develop tools to address the two critical aspects of preserving children's health - new treatment protocols and new predictive models. For those purposes, we need to understand better the effects of COVID-19 on children, and we need to be able to predict the number of affected children as a proportion of the number of infected children. This is why our research focuses on clinical and epidemiological pictures of children with heart damage post-COVID, as a part of the general picture of post-COVID among this age group.</p><p><strong>Aim: </strong>To demonstrate the role of children in the COVID-19 spread in Bulgaria and to test the hypothesis that there are no secondary transmissions in schools and from children to adults.</p><p><strong>Methods: </strong>Our modeling and data show with high probability that in Bulgaria, with our current measures, vaccination strategy and contact structure, the pandemic is driven by the children and their contacts in school.</p><p><strong>Results: </strong>This makes it paramount that we develop tools to address the two critical aspects of preserving children's health - new treatment protocols and new predictive models. For those purposes, we need to understand better the effects of COVID-19 on children, and we need to be able to predict the number of affected children as a proportion of the number of infected children. This is why our research focuses on clinical and epidemiological pictures of children with heart damage post-COVID, as a part of the general picture of post-Covid among this age group.</p><p><strong>Conclusion: </strong>Our modeling rejects that hypothesis, and the epidemiological data supports that. We used epidemiological data to support the validity of our modeling. The first summer wave in 2020 from the listed here school proms endorse the idea of transmissions from students to teachers.</p>","PeriodicalId":75340,"journal":{"name":"World journal of experimental medicine","volume":"13 3","pages":"28-46"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/95/69/WJEM-13-28.PMC10308322.pdf","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"World journal of experimental medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5493/wjem.v13.i3.28","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Background: The coronavirus disease 2019 (COVID-19) pandemic affects all aspects of our lives, including children. With the advancement of the pandemic, children under five years old are at increased risk of hospitalization relative to other age groups. This makes it paramount that we develop tools to address the two critical aspects of preserving children's health - new treatment protocols and new predictive models. For those purposes, we need to understand better the effects of COVID-19 on children, and we need to be able to predict the number of affected children as a proportion of the number of infected children. This is why our research focuses on clinical and epidemiological pictures of children with heart damage post-COVID, as a part of the general picture of post-COVID among this age group.

Aim: To demonstrate the role of children in the COVID-19 spread in Bulgaria and to test the hypothesis that there are no secondary transmissions in schools and from children to adults.

Methods: Our modeling and data show with high probability that in Bulgaria, with our current measures, vaccination strategy and contact structure, the pandemic is driven by the children and their contacts in school.

Results: This makes it paramount that we develop tools to address the two critical aspects of preserving children's health - new treatment protocols and new predictive models. For those purposes, we need to understand better the effects of COVID-19 on children, and we need to be able to predict the number of affected children as a proportion of the number of infected children. This is why our research focuses on clinical and epidemiological pictures of children with heart damage post-COVID, as a part of the general picture of post-Covid among this age group.

Conclusion: Our modeling rejects that hypothesis, and the epidemiological data supports that. We used epidemiological data to support the validity of our modeling. The first summer wave in 2020 from the listed here school proms endorse the idea of transmissions from students to teachers.

Abstract Image

Abstract Image

Abstract Image

儿童在保加利亚COVID-19流行病中的作用:一项数学模型研究
背景:2019冠状病毒病(COVID-19)大流行影响着我们生活的方方面面,包括儿童。随着疫情的发展,5岁以下儿童比其他年龄组住院的风险更大。这使得我们开发工具来解决保护儿童健康的两个关键方面——新的治疗方案和新的预测模型——变得至关重要。为此,我们需要更好地了解COVID-19对儿童的影响,我们需要能够预测受影响儿童的人数占受感染儿童人数的比例。这就是为什么我们的研究重点是covid后心脏损伤儿童的临床和流行病学图片,作为该年龄组covid后总体情况的一部分。目的:证明儿童在保加利亚COVID-19传播中的作用,并验证在学校和儿童向成人没有二次传播的假设。方法:我们的模型和数据极有可能表明,在保加利亚,根据我们目前的措施、疫苗接种策略和接触者结构,大流行是由儿童及其在校接触者推动的。结果:这使得我们开发工具来解决保护儿童健康的两个关键方面-新的治疗方案和新的预测模型至关重要。为此,我们需要更好地了解COVID-19对儿童的影响,我们需要能够预测受影响儿童的人数占受感染儿童人数的比例。这就是为什么我们的研究重点是covid后心脏损伤儿童的临床和流行病学图片,作为该年龄组covid后总体情况的一部分。结论:我们的模型否定了这一假设,而流行病学数据支持这一假设。我们使用流行病学数据来支持我们模型的有效性。以下列出的学校毕业舞会在2020年的第一波夏季浪潮中,支持了学生向教师传播的想法。
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 求助全文
来源期刊
CiteScore
1.70
自引率
0.00%
发文量
0
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信