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AP Research/Unit 4 – Synthesize Ideas
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Validity Threats of Cluster Sampling

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Which of the following represents a primary threat to the validity of results obtained through a cluster sampling method?

A

Sampling bias due to differences between chosen clusters and their representation of the population

B

Time-lag bias influencing results by administering assessments at different times across samples

C

Self-selection bias wherein participants volunteer, skewing results toward certain characteristics

D

Nonresponse bias due to low participation rates within some but not all clusters

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