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Research methods
Sampling
A01
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jaya
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Cards (21)
What does the term population refer to in research?
A
large
group
of
individuals
studied
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Why is the term target population used?
It is a
subset
of the
general population
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Why do researchers select a sample instead of the entire population?
For
practical
and
economic
reasons
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What is the ideal characteristic of a sample in research?
It should be
representative
of the
target population
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What is a common issue with samples in research?
They often contain some
degree
of
bias
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What is a sampling technique?
A method to produce a
representative sample
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What is a random sample?
All members have an
equal chance
of selection
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What is the first step in selecting a random sample?
Obtain a
complete list
of all members
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How is the actual sample selected in a random sample?
Through a
lottery method
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What is a systematic sample?
Every
nth
member is selected from the population
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What is a sampling frame?
A list of people in the
target population
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How does a systematic sample reduce bias?
By starting from a
randomly determined
point
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What is a stratified sample?
A sample reflecting proportions of
subgroups
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How is a stratified sample carried out?
Identify
strata
and select participants
randomly
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In a stratified sample of 20 participants, how many Manchester United fans would be included if they make up 40% of the population?
8
Manchester United fans
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What is an opportunity sample?
Participants are selected based on
availability
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What is a volunteer sample?
Participants
select themselves to join the study
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How might a researcher select a volunteer sample?
By placing an
advert
or asking for volunteers
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What are the advantages of using a stratified sample over a random sample?
It ensures representation of
subgroups
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What is a disadvantage of using an opportunity sample?
It may not be
representative
of the population
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How does a volunteer sample potentially introduce bias?
It may attract a specific type of
participant
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