Data Collection Flashcards
Describe census advantages and disadvantages
Measures every member of a population. Accurate result but expensive
How to do simple random sampling?
Everyone has same chance of being selected
Use random number/lottery sampling
Simple random sampling advs/ disadvs
Bias free, but need sampling frame
How to do systematic sampling?
Take every kth unit, k = pop/sample
Pick random number between 1 and k for starting point
Systematic sampling advs / disadvs
Quick to use, but need sampling frame
How to do stratified sampling?
Sample represents groups (strata) of population. Sample/pop x strata for each strata, pick randomly.
Stratified sampling advs/disadvs
Reflects population, but population must be classified in strata
How to do quota sampling?
Like stratified, but strata filled by interviewer/researcher
Quota sampling advs/disadvs
No sampling frame needed, but non-random so potential bias
How to do opportunity sampling?
Quota filled by those available at the time
Opportunity sampling advs/disadvs
Easy/cheap, but unlikely to be representative
3 data comparisons
Qualitative vs quantitative
Numerical vs non-numerical
Discrete vs continuous