what is a stratified random sample 
a stratified random sample first divides the population into smaller groups or strata based on shared characteristics therefore a stratified sampling strategy will ensure that members from each subgroup are included in the data analysis stratified sampling is used to highlight differences between groups in a population as opposed to simple random sampling which treats all members of a population as equal with an equal likelihood of being sampled 