-aggregated measure for auditor attributes (namely, auditor reputation, industry specialization, provision of non-audit services and … auditor tenure), this study provides a comprehensive analysis of the association between four pivotal auditor attributes and … that there is no significant association between the four auditor attributes utilized in this study with both audit fees …