What are the disadvantages of cluster sampling?
An example of an AI chatbot conversation about the disadvantages of cluster sampling.
What are the disadvantages of cluster sampling?
Cluster sampling can lead to higher sampling error and may not represent the entire population accurately.
Can you explain why it might not represent the population?
Sure! If clusters are too homogeneous, the sample may miss diversity, leading to biased results.
Are there any specific scenarios where cluster sampling is particularly problematic?
Yes, in cases where clusters are very similar, like schools in a small area, it can skew results.
What are some alternatives to cluster sampling?
Alternatives include simple random sampling and stratified sampling, which can provide more accurate representation.
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