Peterborough forward Craig Mackail-Smith, who has hit 27 goals this term, won the League One prize while Bury's Ryan Lowe earned the League Two award.
Ipswich striker Connor Wickham, 17, was named young player of the year.
Crewe manager Dario Gradi picked up the contribution to League Football award.
Gradi, who first arrived at Gresty Road in 1983, has led the club to four promotions and played a key role in setting up the club's youth academy system.
Source: BBC Sport
Source: BBC Sport