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All Journal Jurnal Aplikasi Akuntansi Balance Vocation Accounting Journal
Hivianto, Laura Silvany
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Economics, Econometrics & Finance

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Financial Statement Fraud Detection: Synergy Artificial Intelligence with Auditor Characteristics Kurniawati, Kurniawati; Hivianto, Laura Silvany
Balance Vocation Accounting Journal Vol 9, No 1 (2025): June
Publisher : Universitas Muhammadiyah Tangerang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31000/bvaj.v9i1.14054

Abstract

The objective of this research is to analysis the effect of auditor characteristics that represented by professional scepticism and auditor experiences toward financial statement fraud detection through artificial intelligence in data analytic.  This study builds upon previous research where respondents were auditors who had used big data analytics and incorporate artificial intelligence, specifically big data analytic as mediator between auditor characteristics and the detection of financial statement fraud. Quantitative research was used in this research by obtaining primary data through 66 respondents from auditor at several public accounting firms in the Jakarta area. Our findings reveal that auditor experience has direct influence effect on financial statement fraud detection while professional scepticism has no effect. But surprisingly, the role of artificial intelligence in data analytics is only able to mediate professional scepticism on financial statement fraud detection, while this does not apply to auditor experience. This study provides empirical evidence that the role of artificial intelligence, namely big data analytic, can act as a catalyst that transforms professional scepticism from mere doubt to evidence-based action, by enhancing the auditor’s ability to identify data patterns and anomalies, reducing cognitive bias and increasing objectivity. 
AUDIT QUALITY: THE ROLE OF AUDIT TENURE, AUDITOR SWITCHING, AUDIT COMMITTEE AND TIME BUDGET PRESSURE Hivianto, Laura Silvany; Kurniawati, Kurniawati
Jurnal Aplikasi Akuntansi Vol 10 No 1 (2025): Jurnal Aplikasi Akuntansi, October 2025
Publisher : Program Studi Diploma III Akuntansi Fakultas Ekonomi dan Bisnis Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jaa.v10i1.677

Abstract

The credibility of a company’s financial reporting depends largely on the quality of the audit process. This research explores how factors such as audit tenure, auditor switching, audit committee, and time budget pressure affect audit quality among property and real estate firms publicly traded on the Indonesia Stock Exchange (IDX) between 2019 and 2023. The research utilizes secondary data, comprising 250 observations selected through purposive sampling. The logistic regression model was conducted using EViews 10 as the primary statistical tool. These findings reveal that audit tenure positively influences audit quality, whereas auditor switching, audit committee, and time budget pressure do not have a significant effect. These results indicate that a longer auditor-client relationship enhances audit quality, as auditors gain a more comprehensive understanding of the client’s business and associated risks. These findings suggest that maintaining optimal audit tenure can support higher audit quality. It is recommended that management and regulatory authorities strike an appropriate balance between maintaining auditor familiarity and ensuring auditor independence and effective oversight.
Co-Authors Kurniawati Kurniawati