The Es Accounting and Finance
Vol. 3 No. 03 (2025): The Es Accounting And Finance (ESAF)

The Role Explainable Artificial Intelligence in Enhancing Auditor Judgment Quality in Indonesia

Nugrahanti, Trinandari Prasetya (Unknown)
Fardiman, Fardiman (Unknown)
Lanjarsih, Laela (Unknown)
Ratna, Primadonna (Unknown)
Ritha, Henny (Unknown)



Article Info

Publish Date
31 Jul 2025

Abstract

This study explores the role of Explainable Artificial Intelligence (XAI) in improving the quality of auditors’ decision-making in Indonesia. As AI systems become more prevalent in auditing practices, concerns regarding transparency and interpretability are increasingly relevant. XAI offers a solution by making AI-driven insights more understandable, thereby supporting professional judgment and reducing reliance on black-box systems. A quantitative approach was used, involving 100 professional auditors who completed a structured questionnaire based on a 5-point Likert scale. Data were analyzed using SPSS version 25. The findings revealed that XAI significantly influences auditors' decision-making quality, particularly in enhancing decision accuracy, risk assessment, and confidence in professional judgments. Regression analysis showed a strong positive relationship between XAI and decision-making quality, with XAI explaining 46.2% of the variance. These results highlight the importance of implementing explainable AI technologies to foster trust, accountability, and effectiveness in auditing practices across Indonesia.

Copyrights © 2025






Journal Info

Abbrev

esaf

Publisher

Subject

Economics, Econometrics & Finance

Description

ESAF - The Es Accounting and Finance is a peer-reviewed journal and open access three times a year (March, July and November) published by Eastasouth Institute. ESAF aims to publish articles in the field of Financial Accounting, Managerial Accounting, Public Sector Accounting, Auditing and Forensic ...