Sampling Flashcards
Generalisability
The ability to draw conclusions about people from the research they conduct with a small sample
Opportunity sample
A sample of participants was produced by selecting people who are most easily available at the time of the study e.g. people in your school
1 Strength of an opportunity sample
Easiest method because you just use the first participants you can find
2 Strength of an opportunity sample
If the sample and the target population are very similar, it provides a sufficient estimate of the population
1 Weakness of an opportunity sample
Introduces selection bias as researchers would use participants that are more likely to accept and are similar to them culturally and socially
2 Weakness of an opportunity sample
The sample may not be representative of the entire population
Random sample
A sample of participants produced by using a random technique such that every member of the target population has an equal chance of being selected e.g. a random number generator
1 Strength of a random sample
Unbiased, all members of the target population have an equal chance of selection
2 Strength of a random sample
It’s the simplest form of data collection. It requires no basic skills out of the population base or the items researched, just basic observation and recording skills
1 Weakness of a random sample
Takes more time and effort than other methods
2 Weakness of a random sample
There is an added monetary cost to the process as the research must happen at the individual level
Self-selected sample
A sample of participants was produced by asking volunteers e.g. in an ad
1 Strengths of a self-selected sample
It’s a convenient way to find willing participants
2 Strengths of a self-selected sample
Participants are less likely to drop out
1 Weakness of a self-selected sample
Volunteer bias: The participants are likely to be more motivated and/or with extra time on their hands than the population in general