Spokeswoman Heather Groll says the board frowns on Lohan's participation in a boxing match because he spent 20 months in prison for attempted assault.
Lohan tells the Daily News he is "very disappointed" but understands the decision.
The parole board says Lohan is free to engage in whatever charity events he wants after his parole ends in February.