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The Basic Reproduction Number R0

Learning Objectives

The Big Question

"What single number tells us whether an epidemic will spread or die out?"

Defining R0

R0 = average number of secondary infections caused by one infected individual in a fully susceptible population

R0 = beta / gamma

R0 for Common Diseases

DiseaseR0Herd Immunity Threshold
Measles12-1892-95%
Pertussis12-1792-94%
COVID-19 (original)2.5-3.560-70%
COVID-19 (Omicron)8-1587-93%
Seasonal flu1.323%

The Epidemic Threshold

R0 > 1: Epidemic

Each case generates more than one new case. Disease spreads exponentially initially.

R0 < 1: Die Out

Each case generates less than one new case. Disease cannot sustain spread.

Herd Immunity Threshold

HIT = 1 - 1/R0

The fraction of the population that needs to be immune to prevent epidemic spread.

Activity: R0 Calculations

  1. A disease has beta = 0.5/day and infectious period of 5 days. Calculate R0. Will an outbreak occur?
  2. If interventions reduce transmission by 50%, what is the new Reffective?
  3. For R0 = 4, what fraction of the population needs immunity to achieve herd immunity?
  4. How does improving ventilation (which reduces beta for airborne diseases) affect R0?

Key Takeaway

R0 is the fundamental quantity determining whether an epidemic can spread. Any intervention that reduces R below 1 will eventually stop the outbreak. For airborne diseases, improving indoor air quality directly reduces the transmission rate beta, lowering R0 and making outbreaks less likely or less severe.

← Lesson 1: SIR Models Lesson 3: SEIR Models →