Estimating the Incidence of SARS-CoV-2 Cases in Belize Based on Mortality Rate

Developing countries such as Belize have been facing profound challenges in their quest to effectively track cases of Coronavirus Disease 2019 (COVID-19) and contain the pandemic within their own territory. We assume that at the heights of a COVID-19 wave the number of daily reported cases are subst...

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Main Authors: Paul Morgan, Cyleen Morgan, Chieh-Wen Ed Hsu, Biru Yang
Format: Article
Language:English
Published: Springer 2021-06-01
Series:Dr. Sulaiman Al Habib Medical Journal
Subjects:
Online Access:https://www.atlantis-press.com/article/125957737/view
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author Paul Morgan
Cyleen Morgan
Chieh-Wen Ed Hsu
Biru Yang
author_facet Paul Morgan
Cyleen Morgan
Chieh-Wen Ed Hsu
Biru Yang
author_sort Paul Morgan
collection DOAJ
description Developing countries such as Belize have been facing profound challenges in their quest to effectively track cases of Coronavirus Disease 2019 (COVID-19) and contain the pandemic within their own territory. We assume that at the heights of a COVID-19 wave the number of daily reported cases are substantially lower (often under-reported) than the true number of cases that exist and are reported on a daily basis. Here, we attempt to quantitatively derive the number of daily undetected cases of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in Belize. We also used the Markov’s Model to correlate the current mortality rate in Belize with the reported incidence of SARS-CoV-2 infections in Belize. We also proposed a differential mathematical model for estimating a dynamic mortality rate. Finally, we demonstrated the ability to estimate the wavelength and amplitude of a COVID-19 wave. Nations worldwide can anticipate two COVID-19 waves annually with an average of 3 months apart. How vaccines and emerging variants potentially skew the amplitude of a COVID-19 wave requires further inquiry. Our findings are therefore relevant to all countries in their quest to develop and implement swift and versatile national healthcare response measures. The present study, however, is particularly relevant to the countries with underdeveloped healthcare systems. These countries often experience economic and resource challenges around building an effective COVID-19 surveillance system to test and report daily COVID-19 cases.
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spelling doaj.art-872da9284d0e49b68373c6f8d80a3aec2022-12-22T02:27:05ZengSpringerDr. Sulaiman Al Habib Medical Journal2590-33492021-06-013310.2991/dsahmj.k.210531.001Estimating the Incidence of SARS-CoV-2 Cases in Belize Based on Mortality RatePaul MorganCyleen MorganChieh-Wen Ed HsuBiru YangDeveloping countries such as Belize have been facing profound challenges in their quest to effectively track cases of Coronavirus Disease 2019 (COVID-19) and contain the pandemic within their own territory. We assume that at the heights of a COVID-19 wave the number of daily reported cases are substantially lower (often under-reported) than the true number of cases that exist and are reported on a daily basis. Here, we attempt to quantitatively derive the number of daily undetected cases of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) in Belize. We also used the Markov’s Model to correlate the current mortality rate in Belize with the reported incidence of SARS-CoV-2 infections in Belize. We also proposed a differential mathematical model for estimating a dynamic mortality rate. Finally, we demonstrated the ability to estimate the wavelength and amplitude of a COVID-19 wave. Nations worldwide can anticipate two COVID-19 waves annually with an average of 3 months apart. How vaccines and emerging variants potentially skew the amplitude of a COVID-19 wave requires further inquiry. Our findings are therefore relevant to all countries in their quest to develop and implement swift and versatile national healthcare response measures. The present study, however, is particularly relevant to the countries with underdeveloped healthcare systems. These countries often experience economic and resource challenges around building an effective COVID-19 surveillance system to test and report daily COVID-19 cases.https://www.atlantis-press.com/article/125957737/viewCOVID-19Markov modelmortality ratewavelengthundetected casesBelize
spellingShingle Paul Morgan
Cyleen Morgan
Chieh-Wen Ed Hsu
Biru Yang
Estimating the Incidence of SARS-CoV-2 Cases in Belize Based on Mortality Rate
Dr. Sulaiman Al Habib Medical Journal
COVID-19
Markov model
mortality rate
wavelength
undetected cases
Belize
title Estimating the Incidence of SARS-CoV-2 Cases in Belize Based on Mortality Rate
title_full Estimating the Incidence of SARS-CoV-2 Cases in Belize Based on Mortality Rate
title_fullStr Estimating the Incidence of SARS-CoV-2 Cases in Belize Based on Mortality Rate
title_full_unstemmed Estimating the Incidence of SARS-CoV-2 Cases in Belize Based on Mortality Rate
title_short Estimating the Incidence of SARS-CoV-2 Cases in Belize Based on Mortality Rate
title_sort estimating the incidence of sars cov 2 cases in belize based on mortality rate
topic COVID-19
Markov model
mortality rate
wavelength
undetected cases
Belize
url https://www.atlantis-press.com/article/125957737/view
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AT cyleenmorgan estimatingtheincidenceofsarscov2casesinbelizebasedonmortalityrate
AT chiehwenedhsu estimatingtheincidenceofsarscov2casesinbelizebasedonmortalityrate
AT biruyang estimatingtheincidenceofsarscov2casesinbelizebasedonmortalityrate