How can i test if results from 2 survey samples differ due to their distribution rather than other factors?

we have a pair of results from a survey done with two different samples with similar demographic distribution. how can we test whether its the samples%26#039; distribution that causes differences in results|||2 sample T-test in statistics should be able to let you know if two data sets are actually different or same.