Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2016 Dec;144(16):3400-3411.
doi: 10.1017/S0950268816001850. Epub 2016 Aug 22.

Pandemic Risk Assessment Model (PRAM): a mathematical modeling approach to pandemic influenza planning

Affiliations

Pandemic Risk Assessment Model (PRAM): a mathematical modeling approach to pandemic influenza planning

D C Dover et al. Epidemiol Infect. 2016 Dec.

Abstract

The Pandemic Risk Assessment Model (PRAM) is a mathematical model developed to analyse two pandemic influenza control measures available to public health: antiviral treatment and immunization. PRAM is parameterized using surveillance data from Alberta, Canada during pandemic H1N1. Age structure and risk level are incorporated in the compartmental, deterministic model through a contact matrix. The model characterizes pandemic influenza scenarios by transmissibility and severity properties. Simulating a worst-case scenario similar to the 1918 pandemic with immediate stockpile release, antiviral demand is 20·3% of the population. With concurrent, effective and timely immunization strategies, antiviral demand would be significantly less. PRAM will be useful in informing policy decisions such as the size of the Alberta antiviral stockpile and can contribute to other pandemic influenza planning activities and scenario analyses.

Keywords: Influenza; mathematical modelling; pandemic; public health.

PubMed Disclaimer

Figures

Fig. 1.
Fig. 1.
Alberta Pandemic Risk Assessment Model structure.
Fig. 2.
Fig. 2.
Impact of severity and transmissibility on hospitalizations.
Fig. 3.
Fig. 3.
Impact of severity and transmissibility on antiviral use.

Similar articles

Cited by

References

    1. Last JM. A Dictionary of Epidemiology, 4th edn. New York: Oxford University Press; 2001.
    1. Public Health Agency of Canada. The Management of the National Antiviral Stockpile: Options Report (http://www.phac-aspc.gc.ca/alert-alerte/h1n1/antivir/index-eng.php). Accessed 6 February 2015.
    1. Biggerstaff M, et al. Estimating the potential effects of a vaccine program against an emerging influenza pandemic – United States. Clinical Infectious Diseases 2015; 60: S20–S29. - PMC - PubMed
    1. Doyle A, et al. Influenza pandemic preparedness in France: modelling the impact of interventions. Journal of Epidemiology and Community Health 2006; 60: 399–404. - PMC - PubMed
    1. Khazeni N, et al. Effectiveness and cost-effectiveness of expanded antiviral prophylaxis and adjuvanted vaccination strategies for an influenza A (H5N1) pandemic. Annals of Internal Medicine 2009; 151: 840–853. - PMC - PubMed