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What is population in terms of sampling
The complete set of items to be investigated
What is the key factor to consider when deriving a sample population
Sample size is large enough to gain representative
What is random sampling
Selecting a sample using a random number generator
Advantages of random sampling
Objective and unbias
If sample size is large, data should be representative
Easily generated
Disadvantages of random sampling
Doesn’t take into account underlying strata or subsets
Can produce bunching
What is systematic sampling
Selection of data using pre-determined interval.
Advantages of systematic
Easy to employ
Appropriate for studies which require an even coverage over time or distance
Disadvantages of systematic
Higher chance of bias
Underlying pattern may be missed
Inaccessibility of some sites
What is stratified sampling