sampling methods Flashcards
what are the 4 sampling methods
random
stratified
volunteer
opportunity
what is random sampling
placed into a system that would enable members of target population to be picked with equal chance of being selected
what are the strengths of random sampling
+ for large samples it provides the best chance of unbiased representative samples due to equal chance
+ clear to everyone how sample is being chosen
what are the weaknesses of random sampling
- time consuming to make list of everyone, not everyone may be available causing bias
- can still be bias even though equal chance
what is stratiffied sampling
divide target population into sub categories in proportion to subgroup frequency
what are the strengths of stratified sampling
+ each group is represented so conclusions can be drawn
+ limits numbers of pts needed to be representative
what are the weaknesses of stratified sampling
- difficult to know how many of each group to choose to make findings generalisable
- time consuming for proportions to be calculated
what is volunteer sampling
advertise research for people to respond to, to take part in research and become participants
what are the strengths of volunteer sampling
+ pts intrested and less likely to gived biased info, demand characteristics and social desirability reduced
+ more ethical than other methods as pts come to researcher
what are the weaknesses of volunteer sampling
- unrepresentative as it leads to bias on the part of the participant
- sample bias, pts highly motivated, take time for volunteers to apply
what is opportunity sampling
selecting people avaliable at time and in location of research
what are the strengths of opportunity sampling
+ more quick covenient and economical than other methods, research has control
+ more ethical, research can judge if pts are going to be upset or busy
what are the weaknesses of opportunity sampling
- very unrepresentative researcher mre likely to chose ‘helpful’ pts, small subgroups of target population
- researcher bias, ask certain types of people to take part