Hi Aabid,
When the bandwidth is reduced, many signals with higher frequencies get distorted as they fall out of the pass band of the filter. This means they cannot be correctly detected at the receiver. This is the basic and complete theoretical explanation of why the bandwidth reduction causes system degradation.
Regards