The engine can only output so much, and regardless of whether the engine output remains the same (a turbo normalized engine, for example), the propeller efficiency decreases with altitude due to a decrease in air density.
I don't doubt that propeller efficiency plays a part. Also worth remembering that power is thrust x TAS. For the same IAS, TAS is higher at higher DA, therefore thrust is less for an engine flat-rated to a power.