Hi Chantal,
Perturbed data will introduce some measurement error into your results, attenuating the effects of any relationships towards zero. An example of how purposefully introduced measurement error in Census data affected outcomes is provided in Cleveland et al. (2012). For privacy reasons this is simply a current reality when working with public use microdata. I hope that information helps!