Screening tests are used to detect disease or risk factors for disease in asymptomatic individuals. They differ from diagnostic tests in that they test large groups of people rather than single individuals, are less accurate but less expensive, and are not intended to conclusively diagnose disease. Successful screening programs require the disease to be an important public health problem, screening and early intervention to improve outcomes, reliable and valid screening tests that are safe, acceptable and cost-effective, and availability of diagnostic services and treatment for positive cases. Sensitivity measures the test's ability to correctly identify those with disease while specificity measures its ability to correctly identify those without disease. Both have implications for the predictive values of screening tests.