The current study uses data from the 2001-2002 to 2005-2006 season to determine if player characteristics, including positional player size, age, and place of birth, influence the significant statistical determinants of winning in the National Hockey League. The results suggest that a player's size, age, and province/country he originated from are not significant contributors to a team's success in the National Hockey League.