{"title":"预防措施对COVID-19传播影响的数学建模:以坦桑尼亚为例","authors":"Abdul-Rahman J Mumbu, Alfred K Hugo","doi":"10.1080/17513758.2020.1823494","DOIUrl":null,"url":null,"abstract":"<p><p>The outbreak of COVID-19 was first experienced in Wuhan City, China, during December 2019 before it rapidly spread over globally. This paper has proposed a mathematical model for studying its transmission dynamics in the presence of face mask wearing and hospitalization services of human population in Tanzania. Disease-free and endemic equilibria were determined and subsequently their local and global stabilities were carried out. The trace-determinant approach was used in the local stability of disease-free equilibrium point while Lyapunov function technique was used to determine the global stability of both disease-free and endemic equilibrium points. Basic reproduction number, <math><msub><mi>R</mi><mn>0</mn></msub></math> , was determined in which its numerical results revealed that, in the presence of face masks wearing and medication services or hospitalization as preventive measure for its transmission, <math><msub><mi>R</mi><mn>0</mn></msub><mo>=</mo><mn>0.698</mn></math> while in their absence <math><msub><mi>R</mi><mn>0</mn></msub><mo>=</mo><mn>3.8</mn></math> . This supports its analytical solution that the disease-free equilibrium point <math><msub><mi>E</mi><mn>0</mn></msub></math> is asymptotically stable whenever <math><msub><mi>R</mi><mn>0</mn></msub><mo><</mo><mn>1</mn></math> , while endemic equilibrium point <math><msub><mi>E</mi><mo>∗</mo></msub></math> is globally asymptotically stable for <math><msub><mi>R</mi><mn>0</mn></msub><mo>></mo><mn>1</mn></math> . Therefore, this paper proves the necessity of face masks wearing and hospitalization services to COVID-19 patients to contain the disease spread to the population.</p>","PeriodicalId":48809,"journal":{"name":"Journal of Biological Dynamics","volume":"14 1","pages":"748-766"},"PeriodicalIF":1.8000,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/17513758.2020.1823494","citationCount":"25","resultStr":"{\"title\":\"Mathematical modelling on COVID-19 transmission impacts with preventive measures: a case study of Tanzania.\",\"authors\":\"Abdul-Rahman J Mumbu, Alfred K Hugo\",\"doi\":\"10.1080/17513758.2020.1823494\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The outbreak of COVID-19 was first experienced in Wuhan City, China, during December 2019 before it rapidly spread over globally. This paper has proposed a mathematical model for studying its transmission dynamics in the presence of face mask wearing and hospitalization services of human population in Tanzania. Disease-free and endemic equilibria were determined and subsequently their local and global stabilities were carried out. The trace-determinant approach was used in the local stability of disease-free equilibrium point while Lyapunov function technique was used to determine the global stability of both disease-free and endemic equilibrium points. Basic reproduction number, <math><msub><mi>R</mi><mn>0</mn></msub></math> , was determined in which its numerical results revealed that, in the presence of face masks wearing and medication services or hospitalization as preventive measure for its transmission, <math><msub><mi>R</mi><mn>0</mn></msub><mo>=</mo><mn>0.698</mn></math> while in their absence <math><msub><mi>R</mi><mn>0</mn></msub><mo>=</mo><mn>3.8</mn></math> . This supports its analytical solution that the disease-free equilibrium point <math><msub><mi>E</mi><mn>0</mn></msub></math> is asymptotically stable whenever <math><msub><mi>R</mi><mn>0</mn></msub><mo><</mo><mn>1</mn></math> , while endemic equilibrium point <math><msub><mi>E</mi><mo>∗</mo></msub></math> is globally asymptotically stable for <math><msub><mi>R</mi><mn>0</mn></msub><mo>></mo><mn>1</mn></math> . Therefore, this paper proves the necessity of face masks wearing and hospitalization services to COVID-19 patients to contain the disease spread to the population.</p>\",\"PeriodicalId\":48809,\"journal\":{\"name\":\"Journal of Biological Dynamics\",\"volume\":\"14 1\",\"pages\":\"748-766\"},\"PeriodicalIF\":1.8000,\"publicationDate\":\"2020-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1080/17513758.2020.1823494\",\"citationCount\":\"25\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Biological Dynamics\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1080/17513758.2020.1823494\",\"RegionNum\":4,\"RegionCategory\":\"数学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ECOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Biological Dynamics","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1080/17513758.2020.1823494","RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECOLOGY","Score":null,"Total":0}
Mathematical modelling on COVID-19 transmission impacts with preventive measures: a case study of Tanzania.
The outbreak of COVID-19 was first experienced in Wuhan City, China, during December 2019 before it rapidly spread over globally. This paper has proposed a mathematical model for studying its transmission dynamics in the presence of face mask wearing and hospitalization services of human population in Tanzania. Disease-free and endemic equilibria were determined and subsequently their local and global stabilities were carried out. The trace-determinant approach was used in the local stability of disease-free equilibrium point while Lyapunov function technique was used to determine the global stability of both disease-free and endemic equilibrium points. Basic reproduction number, , was determined in which its numerical results revealed that, in the presence of face masks wearing and medication services or hospitalization as preventive measure for its transmission, while in their absence . This supports its analytical solution that the disease-free equilibrium point is asymptotically stable whenever , while endemic equilibrium point is globally asymptotically stable for . Therefore, this paper proves the necessity of face masks wearing and hospitalization services to COVID-19 patients to contain the disease spread to the population.
期刊介绍:
Journal of Biological Dynamics, an open access journal, publishes state of the art papers dealing with the analysis of dynamic models that arise from biological processes. The Journal focuses on dynamic phenomena at scales ranging from the level of individual organisms to that of populations, communities, and ecosystems in the fields of ecology and evolutionary biology, population dynamics, epidemiology, immunology, neuroscience, environmental science, and animal behavior. Papers in other areas are acceptable at the editors’ discretion. In addition to papers that analyze original mathematical models and develop new theories and analytic methods, the Journal welcomes papers that connect mathematical modeling and analysis to experimental and observational data. The Journal also publishes short notes, expository and review articles, book reviews and a section on open problems.