In
biostatistics,
spectrum bias refers to the phenomenon that the performance of a
diagnostic test may vary in different clinical settings because each setting has a different mix of patients. Because the performance may be dependent on the mix of patients, performance at one clinic may not be predictive of performance at another clinic. These differences are interpreted as a kind of
bias. Mathematically, the spectrum bias is a
sampling bias and not a traditional
statistical bias; this has led some authors to refer to the phenomenon as
spectrum effects, whilst others maintain it is a bias if the true performance of the test differs from that which is 'expected'. Usually the performance of a diagnostic test is measured in terms of its
sensitivity and
specificity and it is changes in these that are considered when referring to spectrum bias. However, other performance measures such as the
likelihood ratios may also be affected by spectrum bias.