Sampling types Flashcards
What is self selection / volunteering sampling
Advertise to whole population and use people who respond
Advantages
-It requires little time or effort in finding people
-People who volunteer are less likely not to respond
-It could be the only way to get peoples input
Disadvantages
-Strong biased, people with strong views want to get views out
What is Quota Sampling
Where a interviewer is given a quote and told to fill it
Advantages
-Dont need list of whole population
- The interviewer continues until quote is filled, no response = less of a problem
Disadvantages
- It is biased by the interviewer if the selection isn’t random
What is Opportunity / Convenience sampling
A sample is chosen out of a selection of population that is convenient for sampler
Advantages
- Data can be gathered rather quickly and easily
Disadvantages
- It isn’t random and can be biased there is no attempt to make the sample representative
What is Cluster Sampling
When the whole population can be divided into distinct groups, randomly select a group to survey
Advantages
- It can be more focused
Disadvantages
- Because you only sample certain clusters the results can be less representative of whole population
What is Stratified Sampling
If a population is divided into sub-groups, then use the proportion of each out of total population
Advantages
- Sample represents population
Disadvantage
- Time consuming
- People might not respond
What is Systematic sampling
Where every nth person or item in the population is selected
Advantages
- It can be used for quality control
- Should give an unbiased response
Disadvantages
- If there is a pattern in the population then the sample could be biased
What is Independent
When the probability of one event occurring does doesn’t effect the effect of the other event occurring
P(A and B) = A * B
What is mutually exclusive
If one occur then the other event cannot occur
What is population
Whole group
What is sample
A selected group from the population
What is random sample
Every item has a equal chance of being picked
Advantages
- Unbiased, all have a equal chance
Disadvantages
- Need list of whole population
- Need to find each member selected