In generalizing from a sample to the population, it is important that

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A representative sample is crucial in generalizing findings to a larger population. If the sample is not representative, the results obtained from the sample may not reflect the characteristics of the population, leading to invalid or biased conclusions. Nonrandom samples can also bias the results, while having too large of a sample can be problematic in terms of managing resources and time. Therefore, it is best to choose a representative sample that is also randomly selected and neither too small nor too large.

In Generalizing from a Sample to the Population, It Is