Conditional Herd Immunity

The basic reproduction number, R0, for COVID-19 is estimated to be 2.5. With this level of R0, herd immunity is reached when 60% of the population have been infected or recovered. During the COVID-19 epidemic, governments are encouraging/ordering the population to vary their behavior so that the effective value of R is considerably less than 2.5. This raises the prospect of a population reaching herd immunity with only 20% of the population being infected or recovered. This would be conditional herd immunity as it would be conditional on the population maintaining the lower value of R even after the number of infections starts to drop.

Based on a detailed analysis we present the countries listed in order of the expected time to reach conditional herd immunity.

Rank Country Years to Herd Immunity Immunity (%) R values TII (ppm) Strategy
1 Peru -3.54 105.78 1.14 270.31
2 Brazil -3.01 52.34 0.34 77.13
3 US -2.67 54.15 0.84 915.32
4 United Kingdom -2.46 51.93 1.08 682.09
5 Sweden -2.29 36.61 1.14 121.03
6 Israel -2.28 54.08 1.04 315.62
7 Singapore -2.05 39.64 0.63 849.08
8 New Zealand -1.98 46.03 1.11 1145.29