I have brand new goodman furnace that run all the time in heat mode, I disconnected the thermostat and it still run, I though the gas valve was stuck in open, I change that and it didn't work, my next thing was to change the board. Am I going the right dir

Have you called the HVAC company that installed your unit? If the unit is new it is under warranty and they should fix it for you.