Embodiments of the present invention provide an approach for confirming/verifying an identity of a test taker using a biometric analysis. For example, in the medical field, it is desirous to ensure that a given test is being administered to a correct individual (e.g., “test taker’). By comparing a given/submitted identity against a biometric-based identity, such verification can be performed. In one embodiment, the individual will submit biometric information via a biometric reader or the like coupled to a testing apparatus. The identity submitted by or on behalf of the individual (referred to herein as a “submitted identity”) will then be confirmed against the individual's identity as determined based on the biometric reading (referred to herein as a “biometric-based identity”). If the submitted identity and the biometric-based identity match, results of the test will be accepted. If the two identities do not match, then results of the test will be denied. Alternatively, if the identities do not match, then the testing apparatus could refuse to commence or complete the test.