» Articles » PMID: 12387913

Daniel Bernoulli's Epidemiological Model Revisited

Overview
Journal Math Biosci
Specialty Public Health
Date 2002 Oct 22
PMID 12387913
Citations 58
Authors
Affiliations
Soon will be listed here.
Abstract

The seminal paper by Daniel Bernoulli published in 1766 is put into a new perspective. After a short account of smallpox inoculation and of Bernoulli's life, the motivation for that paper and its impact are described. It determines the age-specific equilibrium prevalence of immune individuals in an endemic potentially lethal infectious disease. The gain in life expectancy after elimination of this cause of death can be explicitly expressed in terms of the case fatality and the endemic prevalence of susceptibles. D'Alembert developed in 1761 an alternative method for dealing with competing risks of death, which is also applicable to non-infectious diseases. Bernoulli's formula for the endemic prevalence of susceptibles has so far escaped attention. It involves the lifetime risk of the infection, the force of infection and the life expectancy at birth. A new formula for the basic reproduction number is derived which involves the average force of infection, the average case fatality and the life expectancy at the time of infection. One can use this estimate to assess the gain in life expectancy if only a fraction of the population is immunized.

Citing Articles

John Cross, epidemic theory, and mathematically modeling the Norwich smallpox epidemic of 1819.

Olson C, Reluga T PLoS One. 2024; 19(11):e0312744.

PMID: 39536004 PMC: 11560002. DOI: 10.1371/journal.pone.0312744.


Time series analysis and short-term forecasting of monkeypox outbreak trends in the 10 major affected countries.

Munir T, Khan M, Cheema S, Khan F, Usmani A, Nazir M BMC Infect Dis. 2024; 24(1):16.

PMID: 38166831 PMC: 10762824. DOI: 10.1186/s12879-023-08879-5.


Scalable parallel and distributed simulation of an epidemic on a graph.

Dou G PLoS One. 2023; 18(9):e0291871.

PMID: 37773940 PMC: 10540973. DOI: 10.1371/journal.pone.0291871.


An extended SEIRDV compartmental model: case studies of the spread of COVID-19 and vaccination in Tunisia and South Africa.

Tamasiga P, Onyeaka H, Umenweke G, Uwishema O Ann Med Surg (Lond). 2023; 85(6):2721-2730.

PMID: 37363551 PMC: 10289697. DOI: 10.1097/MS9.0000000000000627.


Balancing economic and epidemiological interventions in the early stages of pathogen emergence.

Dobson A, Ricci C, Boucekkine R, Gozzi F, Fabbri G, Loch-Temzelides T Sci Adv. 2023; 9(21):eade6169.

PMID: 37224240 PMC: 10208564. DOI: 10.1126/sciadv.ade6169.