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If you do not have power steering, then having the engine running will not affect how easily the steering wheel turns. Manual steering requires the same amount of effort whether the engine is running or not.
What does make a difference is whether the vehicle is moving. It is easier to turn the steering wheel on a manual steering vehicle when the car is rolling.