Sara,
this is a research point it is not such simple question.
You can try with the parameters that affect the system performance such as the 2nd and 3rd order dispersion, and nonlinearities SPM, and higher orders.
if you do it carefully I am sure you will get better results and understand the trend.
Hope that helps,
Mohamed Abouseif