Sampling Flashcards
What is random sampling?
Every member of target audience has equal chance of being selected
e.g. names out of a hat/computer generated
Evaluate random sampling
Strength - no researcher bias
e.g. - Sample randomly generated, so researcher doesn’t have input
Ex. - Reduces possibility of biased sample serving their aims. Sample also representative of general population
Limitation - time consuming
e.g. - ensuring everyone in target population has equal chance
Ex. People in sample may not want to parti, meaning sample more akin to volunteer
What is systematic sampling?
Predetermined system used to select parties
e.g. every 5th person
Evaluate systematic sampling
Strength - no researcher bias
e.g. - researcher has no input, following predetermined system
Ex. - Reduces potential influence investigator may have obtaining sample
Limitation - Not truly unbiased
e.g. - Every Nth person could have characteristic in common (right-handed)
Ex. - Sample generated may not be representative - generalisation to general public more difficult
What is stratified sampling?
Subgroups within population identified
participants obtained from each stratum in proportion to occurrence within population
e.g. if psychology class has 18 girls & 2 boys & researcher wants sample of 10 for study, sample would be 9 girls 1 boy
Evaluate stratified sampling
Strength - no researcher bias
e.g. - Sample generated randomly once subcategories identified
Ex. - Reduces possibility of researcher choosing bias sample - sample representative as each subgroup represented in sample.
This means findings can be generalised to target population with greater confidence
Limitation - difficult & time consuming
e,g, - ensuring subgroups in target population all accurately identified
stratification imperfect - subgroups identified can’t reflect all individual differences that exist between those in target population
Ex. - Truly representative sample would be extremely difficult to obtain using this technique
What is opportunity sampling?
Selected anyone who’s available & willing to take part in study at same time - technique often used in psychological research due to ease of application
E.g. gathering opportunity sample from school of 500 A-Level students would involve approaching students in sixth form centre during free period to ask them to participate in study, first 20 to agree would be used
Evaluate opportunity sampling
Strength - convenient
E.g. obtaining opportunity sample quicker & easier than other sampling methods as requires less effort on behalf of researcher
Ex. - saves money & favoured as economical technique
Limitation - bias
E.g. - if looking in sixth form centre, only students available to take part - not representative of target population. Also incensed risk of investigator bias as researcher has complete control over who they approach
Ex. - may select particular individuals & avoid others according to own subjective preferences
What is volunteer sampling?
Participants self-selecting to take part in study by either volunteering when asked or by responding to advert
E.g. psychologist puts posters in various locations around school looking for A-Level students to volunteer to take part in study, providing e-mail address to reply to or time/date/venue to attend. First 20 volunteers form sample
Evaluate volunteer sampling
Strength - quicker & easy
E.g. - parties approach research rather than other way round - technique requires minimal effort & input from researcher
Ex. - process quicker & easier than other sampling
Limitation - bias
E.g. - particular type of person takes part in research & only those who see poster will attend
Ex. - Sample likely to be biased & not representative of target population - makes generalisation of findings more difficult