The diagnostic odds ratio (DOR) is a single, comprehensive metric that evaluates the effectiveness of a diagnostic test by comparing the odds of the test being positive in those with the disease to the odds of the test being positive in those without the disease. It provides a clear measure of a test's ability to discriminate between the presence and absence of a condition, with higher values indicating better diagnostic performance.