A researcher is conducting a study to evaluate a new point-of-care test for detecting acute myocardial infarction in the Emergency Department. The test is initially validated in a tertiary cardiac centre using patients who have already been diagnosed with definite STEMI and healthy hospital staff as controls. The test shows excellent sensitivity (98%) and specificity (95%).
However, when implemented in various Emergency Departments, the test's performance is significantly lower.
Which of the following best explains this discrepancy?
Calibration error in the testing equipment
Spectrum bias in the validation cohort
Verification bias in the control group
Performance bias in the emergency setting
Detection bias in the follow-up phase