The choice of a screening test depends on several factors: - Disease Prevalence: The test should be more beneficial in populations with higher prevalence. - Test Accuracy: The test needs to have high sensitivity and acceptable specificity. - Cost-Effectiveness: The benefits of early detection should outweigh the costs of the screening program. - Acceptability: The test should be acceptable to the population and cause minimal inconvenience or harm.