Johnson oversaw the Reds pick up three wins and three draws in March - picking up two points from first and second-placed Bristol City and Preston, respectively.
The Barnsley Head Coach is up against Keith Hill (Rochdale), Steve Cotterill (Bristol City) and Dave Robertson (Peterborough United).
The winners are set to be announced on Friday.
