sampling Flashcards
what is the target population?
the people you are researching. it should be representative, the sample needs to be a smaller version of the target population and reflect the diversity so that the results can be generalised to the whole target population
what are all the types of sampling?
•random sample
•systematic sample
•stratified sample
•opportunity sample
•volunteer sample
what is random sampling?
all members of the target population have an equal chance of being selected. this could be done by assigning all participants a number and using a random number generator
strength of random sampling
•free from researcher bias
limitations of a random sample
•difficult and time-consuming to conduct
•you may end up with a sample that is still unrepresentative
•selected participants may refuse to take part
what is a systematic sample?
every Nth person/ member of the target population is selected. a sampling frame is produced, which is a list of the target population organised, for instance, into alphabetical order. the interval may be determined randomly.
strengths of systematic sampling
•avoids researcher bias
•usually fairly representative
a limitation of a systematic sample
•still possible to produce an unrepresentative sample
what is a stratified sample?
the composition of the sample reflects the proportions of people in certain sub-groups (strata). the researcher splits the target population into sub groups and randomly selects participants from within the strata, achieving proportional representation
strengths of a stratified sample
•avoids researcher bias
•produces a representative sample, meaning you can generalise findings
limitations of a stratified sample
•complete representation is not possible
•requires detailed demographic analysis of the target population
what is opportunity sampling?
researchers decide to select anyone who happens to be willing and available
strength of opportunity sampling
•convenient method; saves time, effort and money
limitations of opportunity sampling
•the sample is unrepresentative as it is drawn from a very specific area
•researcher bias occurs
what is a volunteer sample?
involves participants selecting themselves to be part of the sample (self-selection)