Question

Difficulty: EasyDiagnostic Testing Performance

Connect the specific diagnostic testing strategy or likelihood ratio characteristic to its corresponding effect on diagnostic certainty and test performance.

  • Requiring two different diagnostic tests to both return positive before confirming a diagnosis (Series testing)Yields the highest overall specificity, thereby minimizing the chance of false-positive diagnoses
  • Allowing a diagnosis to be made if any one of multiple different diagnostic tests returns positive (Parallel testing)Yields the highest overall sensitivity, thereby minimizing the chance of missed diagnoses
  • Utilizing a diagnostic test that possesses a positive likelihood ratio (LR+) of 25Strongly increases the post-test probability of the disease when the result is positive
  • Utilizing a diagnostic test that possesses a negative likelihood ratio (LR-) of 0.02Strongly decreases the post-test probability of the disease when the result is negative

Answer

Series testing matches with highest specificity; Parallel testing matches with highest sensitivity; LR+ of 25 matches with strongly increasing post-test probability; LR- of 0.02 matches with strongly decreasing post-test probability.
Series testing requires all tests in a sequence to be positive to establish a diagnosis, which drastically reduces false positives (maximizing specificity). Parallel testing evaluates multiple tests at once, and a positive on any single test establishes the diagnosis, which minimizes missed cases (maximizing sensitivity). Likelihood ratios indicate how much a test result changes the pretest probability: an LR+ > 10 strongly rules in disease, while an LR- < 0.1 strongly rules out disease.

Step-by-Step Solution

1
Identify the goal of series (sequential) testing.
Series testing requires multiple positive results, which decreases false positives, thereby maximizing specificity.
Sequential testing is often used to definitively confirm a diagnosis after an initial screening.
2
Identify the goal of parallel testing.
Parallel testing considers any positive result as indicative of disease, which decreases false negatives, thereby maximizing sensitivity.
Parallel testing is used to cast a wide net in rapid screening scenarios, ensuring few cases are missed.
3
Interpret a high positive likelihood ratio (LR+ > 10).
A high LR+ strongly shifts the probability of having the disease upward when the test is positive.
LR+ is the ratio of the true positive rate to the false positive rate.
4
Interpret a low negative likelihood ratio (LR- < 0.1).
A low LR- strongly shifts the probability of having the disease downward when the test is negative.
LR- is the ratio of the false negative rate to the true negative rate.

Key Concept

Testing Strategies and Likelihood Ratios
Estimated Time:1m 0s
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