According to the Bushamn and Wells study of high school hockey players, responses to personality questionnaires about aggression are unrelated to actual penalties during a game.

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The Bushman and Wells study found a correlation between responses to personality questionnaires about aggression and the actual number of penalties players received during games, indicating that those who scored higher on aggression were more likely to incur penalties.

According to the Bushamn and Wells Study of High School