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A sampling _______ is a list of elements from which a sample will be selected while sampling. biaselementerrorframe

Question

A sampling _______ is a list of elements from which a sample will be selected while sampling.

Options:

  • bias
  • element
  • error
  • frame
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Solution

The correct term to fill in the blank is "frame."

Explanation:

A sampling frame is crucial in the research process as it serves as a specific list or database that includes all the elements or members from which a sample will be drawn for data collection. Ideally, a sampling frame should encompass the entire population relevant to the study to minimize sampling bias. It could take various forms, such as a list of customers, voters, or students, depending on the research target group.

In contrast, "bias," "element," and "error" refer to different concepts. Bias pertains to systematic errors that can affect the validity of the sample, an "element" typically refers to a single participant in the context of sampling, and "error" relates to the discrepancies in data collection or measurement. Thus, the term "sampling frame" accurately completes the statement.

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