He placed fourth in a heartbreaking finish after leading for the last four laps of the 5, 000 meters, a race that saw Finland's Lasse Viren win gold in a late surge.
Dr Tovee and his colleague, Dr Viren Swami, have previously researched what factors could alter BMI preferences, including publishing a paper in the British Journal of Psychology on the effect of hunger, and the influence of the media.