It is not a constant, it is defined as the ratio of actual heat transfer to maximum possible heat transfer. As for the factors affecting it, the following threads may provide more details.
thread798-149369
thread391-33507
thread391-99241
thread391-100355
J.P.Holman's Heat Transfer (McGraw-Hill) has a whole section on the Effectiveness-NTU method for heat-exchanger analysis.