Specificity, or the true negative rate, measures the proportion of actual negatives that the test correctly identifies. In histology, it evaluates how well a test can correctly identify normal tissue or the absence of a disease. High specificity means that the test produces few false positives, which is crucial for avoiding unnecessary treatments or interventions.