Statistical issues in the evaluation of screening and early detection modalities

Ruth Etzioni

Research output: Contribution to journalReview articlepeer-review

7 Scopus citations

Abstract

Thorough evaluation of a screening test requires conducting a series of studies to ascertain its ability to detect accurately disease, as well as its benefits and costs. In this article, I review the steps involved in evaluating a screening test, using the case of prostate-specific antigen (PSA) screening for prostate cancer as a case study. I discuss designs for quantifying the diagnostic properties of a screening test and compare several different studies that have produced quite different estimates of the diagnostic accuracy of PSA screening. I also review methods that may be used to combine other markers or tests with PSA to improve test accuracy. Determining the benefits of a screening test is complex, particularly when information from randomized trials is lacking. I review several observational studies of PSA benefit and discuss the use of computer models for inferring the impact of screening from trends in population mortality.

Original languageEnglish (US)
Pages (from-to)308-315
Number of pages8
JournalUrologic Oncology: Seminars and Original Investigations
Volume26
Issue number3
DOIs
StatePublished - May 1 2008
Externally publishedYes

Keywords

  • Case-control study
  • Mass screening
  • Prostate-specific antigen
  • ROC curve
  • Sensitivity
  • Specificity
  • Verification bias

ASJC Scopus subject areas

  • Oncology
  • Urology

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