Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Heterogeneity versus the COVID-19 Pandemic

View ORCID ProfileRamalingam Shanmugam, Gerald Ledlow, View ORCID ProfileKaran P. Singh
doi: https://doi.org/10.1101/2021.01.06.425543
Ramalingam Shanmugam
1Professor of Statistics and Honorary Professor of International Studies, School of Health Administration, Texas State University, San Marcos, TX 78666, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Ramalingam Shanmugam
Gerald Ledlow
2Professor and Dean, Department of Healthcare Policy, Economics and Management, School of Community and Rural Health, The University of Texas Health Sciences Center at Tyler, Tyler, TX 11937, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Karan P. Singh
3Professor and Chair, Department of Epidemiology and Biostatistics, The University of Texas Health Sciences Center at Tyler, Tyler, TX 11937, USA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Karan P. Singh
  • For correspondence: karan.singh@uthct.edu
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Preview PDF
Loading

Abstract

In this paper, heterogeneity is formally defined, and its properties are explored. We define and distinguish observable versus non-observable heterogeneity. It is proposed that heterogeneity among the vulnerable is a significant factor in the contagion impact of COVID-19, as demonstrated with incidence rates on a Diamond Princess Cruise ship in February 2020. Given the nature of the disease, its heterogeneity and human social norms, pre-voyage and post-voyage quick testing procedures may become the new standard for cruise ship passengers and crew. The technological advances in testing available today would facilitate more humanistic treatment as compared to more archaic quarantine and isolation practices for all onboard ship. With quick testing, identification of those infected and thus not allowed to embark on a cruise or quarantining those disembarking and other mitigation strategies, the popular cruise adventure could be available safely again. Whatever the procedures implemented, the methodological purpose of this study should add valuable insight in the modeling of disease and specifically, the COVID-19 virus.

Footnotes

  • Email: rs25{at}txstate.edu

  • Email: gerald.ledlow{at}uthct.edu

  • Email: karan.singh{at}uthct.edu

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
Back to top
PreviousNext
Posted January 06, 2021.
Download PDF
Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Heterogeneity versus the COVID-19 Pandemic
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Heterogeneity versus the COVID-19 Pandemic
Ramalingam Shanmugam, Gerald Ledlow, Karan P. Singh
bioRxiv 2021.01.06.425543; doi: https://doi.org/10.1101/2021.01.06.425543
Digg logo Reddit logo Twitter logo CiteULike logo Facebook logo Google logo Mendeley logo
Citation Tools
Heterogeneity versus the COVID-19 Pandemic
Ramalingam Shanmugam, Gerald Ledlow, Karan P. Singh
bioRxiv 2021.01.06.425543; doi: https://doi.org/10.1101/2021.01.06.425543

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Scientific Communication and Education
Subject Areas
All Articles
  • Animal Behavior and Cognition (2410)
  • Biochemistry (4763)
  • Bioengineering (3307)
  • Bioinformatics (14600)
  • Biophysics (6598)
  • Cancer Biology (5138)
  • Cell Biology (7387)
  • Clinical Trials (138)
  • Developmental Biology (4328)
  • Ecology (6834)
  • Epidemiology (2057)
  • Evolutionary Biology (9854)
  • Genetics (7317)
  • Genomics (9478)
  • Immunology (4515)
  • Microbiology (12603)
  • Molecular Biology (4907)
  • Neuroscience (28142)
  • Paleontology (198)
  • Pathology (799)
  • Pharmacology and Toxicology (1373)
  • Physiology (2000)
  • Plant Biology (4458)
  • Scientific Communication and Education (970)
  • Synthetic Biology (1293)
  • Systems Biology (3896)
  • Zoology (719)