SAMPLING Flashcards
what is the population?
the group of people who are the focus of the researcher’s interest - this is what the sample is drawn from
what is a sample?
the group that take part in the experiment, drawn from target population and is presumed to be representative of the population being studied
RANDOM SAMPLE
all members of the target population have an EQUAL chance of being selected
EG using a lottery method
what are pros of a random sample?
free from researcher bias
cons of a random sample
difficult and time consuming
could still end up with an unrepresentative sample
selected ppts can just refuse to take part
what is a SYSTEMATIC SAMPLE
is when every Nth number of the population is selected
uses a sampling frame - eg target population ordered by alphabet
EXPLAIN STRATIFIED SAMPLE
sample reflects the proportions of a certain sub-group within the group population
steps of a stratified sample
- identify the different strata that make the population
- work out proportions for the representation
- random sampling selects the ppts for each stratum
DIFFERENCE BETWEEN AN OPPORTUNITY SAMPLE AND A VOLUNTEER SAMPLE
opportunity = select anyone willing and available, just asking whoever happens to be around volunteer = self-selection, ppts select themselves to be in the sample
good thing about systematic sampling?
avoids researcher bias because they have no choice but to have every Nth number, they are also usually fairly representative
stratified sample - avoids researcher bias and representative sample BUT
isn’t perfect because the strata that are chosen cant reflect all the ways people are different
evaluate opportunity sample
its convenient and saves time / effort
unrepresentative because its drawn from a particular area, and researcher bias is BIG
why is volunteer sampling a problem?
requires minimal effort and is less time consuming BUT asking for volunteers attracts a certain time of people - helpful and keen
define BIAS (in sampling)
when certain groups may be over or under-represented within the selected sample - like too many young people, too many white people .
limits generalisation
define GENERALISATION
the extent that findings and conclusions can be broadly applied to the wider population - made possible when the sample of ppts is representative of the population