Related Experiment Video
Updated: Oct 23, 2025

Author Spotlight: Advancements in Multiplex Detection of Respiratory Viruses
Published on: November 10, 2023
Intensity and frequency of extreme novel epidemics
Marco Marani1,2,3, Gabriel G Katul2,3, William K Pan2
1Department of Civil and Environmental Engineering, University of Padova, 35122 Padova, Italy; marco.marani@unipd.it.
Extreme pandemics like COVID-19 are more likely than previously thought, according to a new analysis of historical epidemic data. This research reveals a higher probability of severe outbreaks, emphasizing the need for updated public health risk assessments.
Area of Science:
- Epidemiology and Biostatistics
- Global Health Security
- Historical Disease Analysis
Background:
- Understanding epidemic intensity and emergence rates is crucial for public health risk assessment and pandemic preparedness.
- A comprehensive global historical record of epidemics is needed to test theories and inform models.
Observation:
- A global dataset of historical epidemics from 1600 to the present was compiled and analyzed.
- Novel statistical methods were used to estimate the yearly probability of extreme epidemics.
- Historical epidemic data followed a generalized Pareto distribution with a power-law tail.
Findings:
- Extreme epidemics, such as the 1918 Spanish influenza, have a higher probability of occurrence than previously detected.
- The yearly probability of an event like the Spanish influenza ranges from 0.27% to 1.9%, with a current mean recurrence time of 400 years.
- The slow decay of probability with epidemic intensity indicates that extreme events are relatively likely.
Implications:
- Findings challenge previous assumptions due to short observational records and stationary analysis methods.
- Environmental change and increased zoonotic disease emergence may triple the probability of extreme epidemics in the coming decades.
- This research underscores the need for proactive global health strategies and updated pandemic risk assessments.
Related Concept Videos
Steps in Outbreak Investigation
Causality in Epidemiology
Patterns of Fever
Viral Recombination
Introduction to Epidemiology
Viral Mutations

