Terms Flashcards
What is a population
Whole set of items of interest
What is a sample
A subset that represents the population
What is a sampling frame ?
A list of samples
Describe simple random sampling
Where every sample has an equal chance for selection
Advantages: every sample has an equal chance of being selected so there is no bias, it is cheap
Disadvantages: not suitable for large populations, sampling frame needed, can introduce bias if not
Describe systematic samplimg
Elements are chosen at regular intervals , every k interval where k is population size / sample size
Advantages: simple and easy, suitable for large populations
Disadvantages: samplimg frame needed, can introduce bias if the sampling frame is not random
Describe stratified sampling
Population are separated into strata (representative groups) them a random sample from each strata is take
Advantages: reflects population structure, proportional representation of groups in population
Disadvantages: population must be put into distinctive strata, sampling frame needed , not suitable for large populations
Describe Quota sampling
Population divided into desired groups, a quota is set for each group to try and reflect it in the groups entire population
Advantages: Allow small sample to be representative of the population, No sampling frame required, relatively easy and inexpensive, allows for easy comparison between different groups in the population
Disadvantages: non-random may introduce bias, the population must be divided into groups which may be inaccurate and costly, Increasing the scope of survey increases time and expense, non-responses are recorder
describe opportunity sampling
sample taken from available people at the time of study who meet the criteria
advantages: Easy to carry out, inexpensive
disadvantages: unlikely to provide a representative sample, highly dependant on individual researchers
what is discrete data?
Can only hold specific values e.g. number of people
What is continuous data?
Data that can take any value e.g. height
What sampling method would be used for: testing lightbulbs produced in a factory in a daily batch
systematic sampling, more simple than random and sampling frame is known
What sampling method would be used for: surveying consumer opinion on your new drink released in the UK
Quota sampling or opportunity sampling, no sample frame
What sampling method would be used for: determining students favourite tv program in school that is representative
stratified sampling, representative and access to sample frame