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How infections spread
The first basic condition for an infectious organism to be able to spread → Pass the infection on to at least one other person (on average)
Growth of Infectious Spread
If infection is passed on to more than one person → exponential growth of epidemic
Basic reproduction number
R_0 or “R-naught”
R_0 = expected number of secondary cases produced by a single infected individual in a completely susceptible population
Depends on:
L ~ Length of Infection
S ~ Number of Susceptible Hosts
Beta (letter)
Probability that potentially transmissible contacts take place
Contact probability
Likelihood a contact results in successful transmission
Probability of successful transmission upon contact
R_0 = S*L*beta
basic reproductive number = Number of susceptible hosts*time length infectious*transmission probability
Reducing R_0
R_0 < 1 → transmission stops (this is a threshold)
Reduce R_0 parameters to reduce/stop transmission
Reducing L
Provide medical treatment
Reducing beta
Sanitary measures
Confirms
Isolation wards
Reducing S
Resistance by immunity
Recovered from the disease (R)
Vaccinated against the infection (V)
Population size host
N = S+R+V+I
Where I= number of infected hosts
→ population density for real world
Transmission Probability (beta)
What is the probability that potentially transmissible contacts take place?
Meaning, what proportion of the population do people actually physically touch?
How likely is a contact to result in successful transmission (aka transmissibility)?
Dependent on pathogen → some infections more contagious than others (e.g., airborne versus direct contact)
SIR Models
Epidemics should Naturally die out
S = susceptible → decreases over time
I = infected → increases then decreases over time
R = recovered → increases over time
Herd immunity against infection
When enough people are vaccinated, S becomes so small that the infection cannot spread or even invade a host population (e.g., R_0 < 1)
“Herd immunity”: The small population that are not vaccinated (e.g., infants) are protected by herd immunity