“…Instances of fraud have been documented across diverse sectors, including public (Setiawan, 2023b), private (Dewi et al, 2023;, social finance (Arshad et al, 2015;Ohalehi, 2019;Setiawan, 2023a;Setiawan & Alim, 2022), digital and technological domains , and the educational sector (Ebaid, 2022;Sofyani et al, 2022;Sunaryo & Utami, 2021). The ramifications of fraud are multifaceted, encompassing financial loss, reputational damage, erosion of trust, psychological distress, and significant law enforcement expenditures (Maulidiyah, 2023). The Indonesian Fraud Survey of 2019 reported 239 detected cases of fraud, with an average loss per case amounting to IDR 7.2 billion (ACFE Indonesia Chapter, 2019).…”