research methods: 3 Flashcards
how does a random sampling technique work?
every member of the target population has an equal chance of being selected
strengths of random sampling?
no researcher bias because researcher has no influence over who’s in the sample
representative because everyone has an equal chance of being chosen
limitations of a random sample?
there’s a chance it’s unrepresentative because all of the sample could turn out to be male
it’s time consuming/difficult to obtain a list
how does opportunity sampling work?
the researcher selects people who are convenient, willing and available to take part
strengths of opportunity samples?
convenient/quick to do
economical because it saves money
limitations of opportunity sample?
very unrepresentative and biased as the sample is only from one area
researcher bias because it’s based on people who look approachable
how does volunteer sampling work?
participants self select to take part in research that’s advertised in a newspaper and whoever responds is the sample
strengths of a volunteer sample?
easy/less time consuming and more economical
participants are likely to be more motivated and less likely to drop out
limitations of a volunteer sample?
may be biased
difficult to generalise findings
demand characteristics may be a problem because volunteers are likely to be eager to please
how does systematic sampling work?
the researcher identifies the target population and selects every nth person until they have a big enough sample
strengths of a systematic sample?
no researcher bias as they can’t influence the sample
fairly representative as an objective system is used
limitations of a systematic sample?
possible to be unrepresentative but unlikely (could coincide with a pattern)
only truly unbiased if you start with a random person or first will always be chosen
if a participant drops out the whole system breaks down
how does stratified sampling work?
the researcher classifies population into strata (categories) and randomly selects a sample consisting of participants from each category in the same proportions
strengths of a stratified sample?
avoids researcher bias because it’s beyond the scope of researcher
very representative as it’s proportional and accurately reflects the composition of population
can be generalised
limitations of a stratified sample?
not cost effective and is very difficult/time consuming to identify/categorise/contact participants
strata cannot reflect all the ways people are different