*Sampling Methods Flashcards
What is a population in research?
Group of people
Focus of researchers’ interests, e.g., psychology students.
What is random sampling?
All members have an equal chance of being selected
Obtain a complete list of all members of the population.
What is a sample?
Smaller group drawn from population
Should be representative of the population.
What are the strengths of random sampling?
- Potentially unbiased
- Confounding/extraneous variables should be divided between groups
- Increases internal validity
What are the limitations of random sampling?
- Difficult
- Time-consuming
- Complete list of population may be difficult to obtain
- May not be representative
- Selected participants may refuse to take part
What is systematic sampling?
Sampling frame is created by putting everyone in the population in order
Every nth number is selected, e.g., every 5th student on the register.
What are the strengths of systematic sampling?
- Objective
- Research has no influence over who is selected
What are the limitations of systematic sampling?
- Time-consuming
- Selected participants may refuse to take part
What is stratified sampling?
Researcher identifies different subgroups (strata)
Sample reflects the proportions of that subgroup.
What are the strengths of stratified sampling?
- Produces a representative sample
- Reflects the composition of the population
- Makes generalisation possible
What are the limitations of stratified sampling?
- Cannot reflect all the ways that people are different
- Complete representation is not possible
What is opportunity sampling?
Anyone who is available and willing
Anyone who is around at the time.
What are the strengths of opportunity sampling?
- Convenient
- Cost-effective
- No list of population required
- No need to divide population into subgroups
What are the limitations of opportunity sampling?
- Unrepresentative of population
- Cannot be generalised
- Researcher has complete control over who is selected
What is volunteer sampling?
Participants select themselves
e.g., Advert in the newspaper or on a notice board.