research methods- sampling Flashcards
population
large group of people that a researcher is interested in studying
-i.e. college students from the north west
sample
-the smaller group of a population thats collected (as its not often possible to include all members of the population in the study)
generalisation
sample is drawn should be representative of the population so generalisations can be made
bias
most samples are biased in that certain groups (e.g. men, students, professionals etc) may be over- or under-represented
what is random sampling?
every person in the target population has an equal chance of being selected
how does random sampling work?
lottery method
-all members of target population assigned a no. and placed in a hat or computer/phone randomiser is used
evaluation of random sampling
+potentially unbiased
-time-consuming and may not work
ao3 of random sampling: potentially unbiased
-means CVs/EVs controlled
-enhances internal validity
ao3 of random sampling: time-consuming and may not work
-complete list of population is hard to get
-also some p’s may refuse to take part
what is systematic sampling?
p’s are selected using a sampling frame e.g. list in alphabetical order
how does systematic sampling work?
every nth person is selected from a list of the target population
evaluation of systematic sampling
+unbiased
-time and effort
ao3 of systematic sampling: unbiased
-first item is usually selected at random
-objective method
ao3 of systematic sampling: time and effort
-complete list of population is required
-may as well use random sampling
what’s stratified sampling?
sample reflects proportions of people in certain subgroups (strata) within a population