Everton remains unbeaten in the Premiership and the former Crystal Palace scored four goals in four games in September.
Johnson told BBC Radio Five Live: “The boys have been fantastic and have created so many chances for me.
“I want to dedicate the award to them and manager David Moyes for all the support I have had.”
Reading boss Steve Coppell was named Barclays Manager of the Month.
