Literature DB >> 33619337

Modeling COVID-19 epidemics in an Excel spreadsheet to enable first-hand accurate predictions of the pandemic evolution in urban areas.

Mario Moisés Alvarez1,2, Everardo González-González3,4, Grissel Trujillo-de Santiago3,5.   

Abstract

COVID-19, the first pandemic of this decade and the second in less than 15 years, has harshly taught us that viral diseases do not recognize boundaries; however, they truly do discriminate between aggressive and mediocre containment responses. We present a simple epidemiological model that is amenable to implementation in Excel spreadsheets and sufficiently accurate to reproduce observed data on the evolution of the COVID-19 pandemics in different regions [i.e., New York City (NYC), South Korea, Mexico City]. We show that the model can be adapted to closely follow the evolution of COVID-19 in any large city by simply adjusting parameters related to demographic conditions and aggressiveness of the response from a society/government to epidemics. Moreover, we show that this simple epidemiological simulator can be used to assess the efficacy of the response of a government/society to an outbreak. The simplicity and accuracy of this model will greatly contribute to democratizing the availability of knowledge in societies regarding the extent of an epidemic event and the efficacy of a governmental response.

Entities:  

Year:  2021        PMID: 33619337      PMCID: PMC7900250          DOI: 10.1038/s41598-021-83697-w

Source DB:  PubMed          Journal:  Sci Rep        ISSN: 2045-2322            Impact factor:   4.379


  9 in total

1.  First Case of Covid-19 in the United States. Reply.

Authors:  Timothy M Uyeki; Michelle L Holshue; George Diaz
Journal:  N Engl J Med       Date:  2020-04-22       Impact factor: 91.245

2.  Positive RT-PCR Test Results in Patients Recovered From COVID-19.

Authors:  Lan Lan; Dan Xu; Guangming Ye; Chen Xia; Shaokang Wang; Yirong Li; Haibo Xu
Journal:  JAMA       Date:  2020-04-21       Impact factor: 56.272

3.  Presumed Asymptomatic Carrier Transmission of COVID-19.

Authors:  Yan Bai; Lingsheng Yao; Tao Wei; Fei Tian; Dong-Yan Jin; Lijuan Chen; Meiyun Wang
Journal:  JAMA       Date:  2020-04-14       Impact factor: 56.272

4.  Screening for Hepatitis B Virus Infection in Adolescents and Adults: US Preventive Services Task Force Recommendation Statement.

Authors:  Alex H Krist; Karina W Davidson; Carol M Mangione; Michael J Barry; Michael Cabana; Aaron B Caughey; Katrina Donahue; Chyke A Doubeni; John W Epling; Martha Kubik; Gbenga Ogedegbe; Douglas K Owens; Lori Pbert; Michael Silverstein; Melissa A Simon; Chien-Wen Tseng; John B Wong
Journal:  JAMA       Date:  2020-12-15       Impact factor: 56.272

5.  A single-cell atlas of the peripheral immune response to severe COVID-19.

Authors:  Aaron J Wilk; Arjun Rustagi; Nancy Q Zhao; Jonasel Roque; Giovanny J Martinez-Colon; Julia L McKechnie; Geoffrey T Ivison; Thanmayi Ranganath; Rosemary Vergara; Taylor Hollis; Laura J Simpson; Philip Grant; Aruna Subramanian; Angela J Rogers; Catherine A Blish
Journal:  medRxiv       Date:  2020-04-23

6.  Berberine impairs coxsackievirus B3-induced myocarditis through the inhibition of virus replication and host pro-inflammatory response.

Authors:  Qian Dai; Xiaomei He; Hua Yu; Ying Bai; Lu Jiang; Halei Sheng; Jin Peng; Maolin Wang; Jiang Yu; Kebin Zhang
Journal:  J Med Virol       Date:  2020-12-29       Impact factor: 2.327

7.  Using serological data to understand unobserved SARS-CoV-2 risk in health-care settings.

Authors:  Adam J Kucharski; Eric J Nilles
Journal:  Lancet Infect Dis       Date:  2020-08-03       Impact factor: 25.071

8.  Real-time forecasts of the COVID-19 epidemic in China from February 5th to February 24th, 2020.

Authors:  K Roosa; Y Lee; R Luo; A Kirpich; R Rothenberg; J M Hyman; P Yan; G Chowell
Journal:  Infect Dis Model       Date:  2020-02-14

9.  Italy's first wave of the COVID-19 pandemic has ended: no excess mortality in May, 2020.

Authors:  Gianfranco Alicandro; Giuseppe Remuzzi; Carlo La Vecchia
Journal:  Lancet       Date:  2020-09-03       Impact factor: 79.321

  9 in total
  6 in total

1.  A Spreadsheet-Based Short Time Forecasting Method for the COVID-19 Pandemic.

Authors:  Ritam Pal; Sourav Sarkar; Achintya Mukhopadhyay
Journal:  Trans Indian Natl Acad Eng       Date:  2021-08-17

2.  Model-Based Planning and Delivery of Mass Vaccination Campaigns against Infectious Disease: Application to the COVID-19 Pandemic in the UK.

Authors:  Dauda Ibrahim; Zoltán Kis; Kyungjae Tak; Maria M Papathanasiou; Cleo Kontoravdi; Benoît Chachuat; Nilay Shah
Journal:  Vaccines (Basel)       Date:  2021-12-10

3.  Rapid Response in an Uncertain Environment: Study of COVID-19 Scientific Research Under the Parallel Model.

Authors:  Xi Cheng; Qiyuan Chen; Li Tang; Yue Wu; Haoran Wang; Guoyan Wang
Journal:  Risk Manag Healthc Policy       Date:  2022-02-28

4.  Predicting COVID-19 Cases in South Korea Using Stringency and Niño Sea Surface Temperature Indices.

Authors:  Imee V Necesito; John Mark S Velasco; Jaewon Jung; Young Hye Bae; Younghoon Yoo; Soojun Kim; Hung Soo Kim
Journal:  Front Public Health       Date:  2022-06-03

Review 5.  Statistical Modeling for the Prediction of Infectious Disease Dissemination With Special Reference to COVID-19 Spread.

Authors:  Subhash Kumar Yadav; Yusuf Akhter
Journal:  Front Public Health       Date:  2021-06-16

6.  Modeling vaccination strategies in an Excel spreadsheet: Increasing the rate of vaccination is more effective than increasing the vaccination coverage for containing COVID-19.

Authors:  Mario Moisés Alvarez; Sergio Bravo-González; Grissel Trujillo-de Santiago
Journal:  PLoS One       Date:  2021-07-19       Impact factor: 3.240

  6 in total

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