Data Collectionhard
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A national health survey must estimate the prevalence of undiagnosed diabetes among 2 million adults. A two-phase design is proposed:
Phase 1: Simple random sample of 5,000 people; all given an inexpensive screening test ($20 per person)
Phase 2: All 1,200 Phase-1 positives receive a gold-standard diagnostic test ($150 per person), plus a random 5% sample of the 3,800 Phase-1 negatives (190 people)
Total cost:
Compared to giving ALL 5,000 people the gold-standard test ($750,000), what is the PRIMARY statistical advantage of two-phase sampling?
A national health survey must estimate the prevalence of undiagnosed diabetes among 2 million adults. A two-phase design is proposed:
Phase 1: Simple random sample of 5,000 people; all given an inexpensive screening test ($20 per person)
Phase 2: All 1,200 Phase-1 positives receive a gold-standard diagnostic test ($150 per person), plus a random 5% sample of the 3,800 Phase-1 negatives (190 people)
Total cost:
Compared to giving ALL 5,000 people the gold-standard test ($750,000), what is the PRIMARY statistical advantage of two-phase sampling?