Case reproduction number Created 2026-09-24 Updated 2026-10-14
The case reproduction number is the expected number of secondary infections actually generated by a person infected at time , allowing transmission conditions to change during that person's infectious lifetime. It follows an infection cohort through the subsequent conditions it experiences. The instantaneous reproduction number instead freezes conditions at the reference time. Cori and colleagues distinguish these two constructions in their framework for time-varying reproduction numbers. [ref]
https://pubmed.ncbi.nlm.nih.gov/24043437/. Cori et al., A new framework and software to estimate time-varying reproduction numbers during epidemics, 2013
. Effective reproduction number 2026-10-14
An effective reproduction number describes transmission in the current population, accounting for available susceptibility and transmission conditions. The phrase is used with different time conventions, so a definition must specify whether it means an instantaneous reproduction number or a case reproduction number. The CDC uses a time-varying effective quantity to describe the direction of community transmission. [ref]
https://www.cdc.gov/cfa-modeling-and-forecasting/modeling-handbook/mh-rt.html. CDC: time-varying effective reproduction number
.For the closed, homogeneous SIR model with constant , the instantaneous convention givesThus the infectious compartment grows when and declines when , provided . At the SIR infection peak it equals one. This freezes the current susceptible fraction; it does not count a newly infected person's actual future secondary infections while continues to decrease. The distinction comes directly from the SIR model equations and the two time conventions above.
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 207 1 b ii Solution Created 2026-09-24 Updated 2026-10-03
Assume the infectivity profile is separable:Then is the discretized generation-interval distribution, is the instantaneous reproduction number, and the infectious disease renewal equation becomesHence whenever the total infectiousness is positive.
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 207 1 b i Solution Created 2026-09-24 Updated 2026-09-25
The instantaneous reproduction number at time isIt is the expected number of secondary infections that one infected individual would produce if the transmission conditions at time applied throughout that individual's infectious life. The case reproduction number, also called the effective reproduction number in this question, isthe expected number actually produced by a person infected at as calendar-time conditions subsequently change. The instantaneous quantity is easier to estimate in real time because it depends on current and past incidence; the case quantity depends on future conditions.
SIR model equations 2026-10-14
For frequency-dependent transmission, the closed SIR model is a system of ordinary differential equations for the fractions :Here is the coefficient of frequency-dependent transmission, and is the recovery rate, interpreted more generally as the removal rate. Both have units of inverse time. With a constant recovery rate, the associated individual time in the infectious compartment has an exponential distribution with mean ; the SIR model does not require every person to spend exactly that long there. The fractions themselves have no units.[ref]
For counts , , , the same SIR model equations readThe factor keeps the same in both descriptions. Dropping it while keeping these units would fail dimensional analysis. Some existing SIR model variants use the unnormalized mass-action infection convention instead, including the SIR susceptible-recovered identity; their coefficient is in the notation used here.
Adding the SIR model equations gives , a short proof of conservation of population. Nonnegative starting fractions stay nonnegative: the outflow from either the susceptible compartment or the infectious compartment vanishes when that group is empty, while . Thus the susceptible compartment can only shrink and the removed compartment can only grow.
For a concrete initial value problem, stipulateAt the start, the flow into the infectious compartment is of the total per day, and the flow into the removed compartment is of the total per day. Hence per day. If , these correspond to model rates of and people per day, and net growth people per day. A rate need not be an integer count of events on any particular day.
For this SIR model, the basic reproduction number isIt describes one introduced member of the infectious compartment in an otherwise wholly susceptible compartment. The instantaneous reproduction number at the actual starting state is , obtained by freezing the current conditions and the current susceptible compartment's fraction. More generally it is in this SIR model. The basic reproduction number is a ratio of two rates, so it has no units; is a different quantity, the initial removed compartment's fraction.
While , its instantaneous relative growth isInitially this equals . Freezing gives the early exponential growth approximation with measured in days. It must fail as the susceptible compartment shrinks. An epidemic invasion threshold occurs at ; if , the deterministic SIR model stays at even above that threshold.