What will cause my automatic transmission not to shift while driving?

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Car starts fine, engine runs a little rough, when driving the transmission does not shift into the higher gears. We replaced the shift solenoids an that did not solve the problem. How can I find out if this car has a transmission control module? Is there anything else that could cause this?