Research Methods - Sampling Flashcards
What are the five types of sampling techniques?
Random sample Systematic sample Stratified sample Opportunity sample Volunteer sample
Describe how you would take a Random sample
The lottery method.
1) complete a list of everyone in the target population
2) assign everyone a number
3) use a computer program to randomly generate participants
Describe how you would take a Systematic sample
Produce a sampling frame of the people in the target population, then select every Nth person for the sample
Describe how you would take a Stratified sample
1) Identify the Strata of the population
2) Work out the proportions needed for the sample to be representative
3) Select the participants to fill each strata using random sampling
Describe how you would take a Opportunity sample
As anyone that is willing and able to participate at the time of the study.
Describe how you would take a Volunteer sample
Place an advert in a newspaper and wait for volunteers to ‘come to you’
What is the ‘Population’?
The group the researcher is interested in, from which a sample is drawn.
What is a ‘sample’?
The group the research is carried out on. It is assumed to be representative.
Evaluate Random sampling
+ Avoids researcher bias
+All members of the population have an equal chance of being selected
- Is not always representative
-Selected participants may not want to take part
Evaluate Systematic sample
+Avoids researcher bias
+Usually representative (it would be unlucky to get all males for example)
-Selected participants may not want to take part
Evaluate Stratified sampling
+Avoids researcher bias
+Very representative
-Time consuming and expensive
-The identified Strata doesn’t reflect all the ways the population is different
-Selected participants may not want to take part
Evaluate Opportunity sampling
+ Convenient
- Unrepresentative - all members of the sample come from a specific area
- Researcher bias (researcher decides who participates)
- Selected participants may not want to take part
Evaluate Volunteer sampling
+very easy - ‘they come to you’
- volunteer bias (volunteers are a certain type, therefore findings cannot be generalised)
- Researcher bias, researcher has control over who participates.
- Selected participants may not want to take part