The paper reports the results of an exercise to forecast national team medal totals at the Beijing Olympic Games, 2008.Forecasts were released to the media before the competitions commenced. The starting point was an established statisticalmodel based on a regression analysis of medal totals in earlier Games, with past performance and GDP among the principalcovariates. However, we based our own forecasts on a model with additional regressors, including a measure of public spendingon recreation. This adaptation is shown to have improved the forecasting performance. We also made subjective, judgementaladjustments before releasing our final public forecasts, and we demonstrate that this led to a further increase in accuracy. Thesefinal forecas...