Which of the following sampling methods have LOWER external validity?Group of answer choicesprobability samplingnon-probability samplingrepresentative samplingunbiased sampling
Question
Which of the following sampling methods have LOWER external validity?Group of answer choicesprobability samplingnon-probability samplingrepresentative samplingunbiased sampling
Solution
The sampling method that generally has lower external validity is non-probability sampling.
Here's why:
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Probability Sampling: In this method, every member of the population has an equal chance of being selected. This increases the likelihood that the sample represents the population accurately, thereby increasing external validity.
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Non-Probability Sampling: In this method, samples are selected based on non-random criteria, which may result in a bias. This decreases the likelihood that the sample accurately represents the population, thereby lowering external validity.
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Representative Sampling: This is a type of probability sampling where the aim is to select a sample that mirrors the characteristics of the population. This increases external validity.
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Unbiased Sampling: This is a type of sampling where the selection of samples is done in such a way that it does not favor one group or outcome over another. This also increases external validity.
So, among the options given, non-probability sampling has lower external validity.
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