Assessing Human Judgment Forecasts in the Rapid Spread of the Mpox Outbreak: Insights and Challenges for Pandemic Preparedness

We collected – between May 19, 2022 and July 31, 2022 – 1275 forecasts from 442 individuals of six questions about the mpox outbreak where ground truth data are now available. Individual human judgment forecasts and an equally weighted ensemble were evaluated, as well as compared to a random walk, autoregressive, and doubling time model.

March 2024 · Thomas McAndrew, Maimuna S. Majumder, Andrew A. Lover, Srini Venkatramanan, Paolo Bocchini, Tamay Besiroglu, Allison Codi, Gaia Dempsey, Sam Abbott, Sylvain Chevalier, Nikos I. Bosse, Juan Cambeiro, David Braun

Early human judgment forecasts of human monkeypox, May 2022

These results suggest that a human judgment forecasting platform can quickly generate probabilistic predictions for targets of public health importance

August 2022 · Thomas McAndrew, Maimuna S Majumder, Andrew A Lover, Srini Venkatramanan, Paolo Bocchini, Tamay Besiroglu, Allison Codi, David Braun, Gaia Dempsey, Sam Abbott, Sylvain Chevalier, Nikos I Bosse, Juan Cambeiro