Hi Lavanya,
Generally, Q- factor is dependent on the factors that make the system performance better. This includes reducing dispersion which might lead to ISI, nonlinear effects that may appear in a WDM system as four-wave mixing and/or cross-phase modulation, and noise of any kind.
Regards