Sampling techniques and pilot studies Flashcards
What is a target population?
Everyone your research is meant to represent
What is a sample?
A group of participants used in the research
What is a sampling frame?
A list of people in the population who can be sampled
What is Random sampling?
Everyone in the target population has an equal chance of being chosen for the sample
Explain how you would use random sampling to select a sample of 100 students out of 2000
1-Allocate each person a number
2-Use a random number generator to choose the 100 people (sample)
What are two strengths of random sampling?
-Everyone has an equal chance of being chosen
-It avoids researcher bias
What are the 2 limitations of Random sampling?
1-It requires a sampling frame
(impractical)
2- May be an unrepresentative sample to the target
(results cant be generalized to the target population)
What is systematic sampling?
Selecting evert 3rd/4th etc member of the target population used
Explain how you would use systematic sampling to select a sample of 100 students out of 2000
You would select every 20th person which would give you the sample of 2000
What is the 1strength of systematic sampling?
Avoids researcher bias
What are the 2 limitations of systematic sampling?
-Requires sampling frame
-May be unrepresentative sample to the target
What is stratified sampling
Dividing the subject into sub-groups of similar characteristics, then using random sampling to choose the sample from each subgroup
Explain how you would use stratified sampling to select a sample of 100 students out of 2000
Divide the 2000 students into subgroups of similar characteristics, then allocate each person a number, and use a random number generator to choose the sample of 100 people from the subgroups.
What are 2 strengths of stratified sampling?
Representative to the whole target population
Avoids researcher bias
What are 2 limitations of stratified sampling?
Requires a sampling frame
Time-consuming