Abstract: Methods, non-transitory computer readable media, and accessibility analysis devices are disclosed that generate an event listener hash value for event listeners identified in a web page runtime environment. The event listener hash values are generated from event listener data extracted from web page source code. A subset of the event listeners are determined to be irrelevant to an accessibility review based on a classification identified based on a comparison of the event listener hash values to stored event listener hash values. An element hash value is generated for elements of the web page associated with accessibility issue and another subset of the event listeners determined to be relevant to the accessibility review. An issue report is output to a client device that includes a review for each of a subset of the accessibility issues retrieved based on a comparison of the generated element hash values to stored element hash values.