The film is set during the time of the Great Depression in the US (the beginning of the 1930s) when some people were so desperate to earn money, that they bet the last pennies they had on horse races. In the movies, you can see the special helmets on the jockeys with the bands that make riding a little safer. But at that time, there were no such bands on these helmets.