What causes people not improve even though they have studied and practiced?

Sometimes it is the Inability to retain information..

Sometimes it is the Limitation in their skill maximum level..

Some people just are not suited to the objective they pursue..

Sometimes you have to walk away and pursue a different goal or objective..