Sampling For each of the following, identify the term that best describes the type of sample: systematic, convenience, stratified, cluster, or simple random sample.

a. As Lipitor pills are being manufactured, a quality control plan is to select every 500th pill and test it to confirm that it contains 80 mg of atorvastatin.

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Understand the different types of sampling methods: Systematic, Convenience, Stratified, Cluster, and Simple Random Sample.

Systematic sampling involves selecting every nth item from a list or production line. In this case, every 500th pill is selected.

Convenience sampling involves selecting items that are easy to access or obtain, which is not applicable here.

Stratified sampling involves dividing the population into subgroups and then taking a sample from each subgroup, which is not the method used here.

Cluster sampling involves dividing the population into clusters and then randomly selecting entire clusters, which is not the method used here.

Simple random sampling involves selecting items entirely by chance, without a specific pattern, which is not the method used here.

Based on the description, the sampling method used is systematic sampling, as every 500th pill is selected for testing.

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주요 개념

질문에 올바르게 답하기 위해 반드시 이해해야 하는 핵심 개념들은 다음과 같습니다.

Systematic Sampling

Systematic sampling involves selecting elements from an ordered sampling frame at regular intervals. In the given question, every 500th Lipitor pill is chosen for testing, which exemplifies systematic sampling. This method is efficient and ensures a spread across the entire production process, reducing the risk of bias.

Sampling Frame

A sampling frame is a list or database from which a sample is drawn. It includes all the elements of the population that can be sampled. In the context of the question, the sampling frame would be the entire batch of Lipitor pills produced, from which every 500th pill is selected for quality control testing.

Quality Control

Quality control refers to the process of ensuring products meet certain standards and specifications. In the question, testing every 500th Lipitor pill for the correct dosage of atorvastatin is a quality control measure. This systematic approach helps maintain product consistency and safety, ensuring that each pill meets the required pharmaceutical standards.