Herd behaviour and underdogs in the NFL

Previous research has failed to draw any clear conclusions about the efficiency of the billion-dollar gambling industry for National Football League (NFL) games. We build on previous research and expose a new market inefficiency, which is consistent with the well-documented notion of herd behaviour in behavioural finance. A differential strategy of betting on home and visitor underdogs with large closing lines can produce statistically significant positive returns.