Assessing the impacts of digital transformation on internal auditing: A bibliometric analysis

S Pizzi, A Venturelli, M Variale, GP Macario - Technology in Society, 2021 - Elsevier
During the last years, the impacts caused by digital transformation on companies have been
disruptive. Contrarily to prior technological revolutions, the current scenario is characterized …

Combining Benford's Law and machine learning to detect money laundering. An actual Spanish court case

E Badal-Valero, JA Alvarez-Jareño, JM Pavía - Forensic science …, 2018 - Elsevier
Objectives This paper is based on the analysis of the database of operations from a macro-
case on money laundering orchestrated between a core company and a group of its …

A Benford's Law based methodology for fraud detection in social welfare programs: Bolsa Familia analysis

C da Silva Azevedo, RF Gonçalves, VL Gava… - Physica A: Statistical …, 2021 - Elsevier
This paper aims to introduce a data science approach for guiding auditors to accurately
select regions suspected of frauds in welfare programs benefits distribution. The technique …

Data analytics-based auditing: a case study of fraud detection in the banking context

JRK Kamdjoug, HD Sando, JR Kala… - Annals of Operations …, 2024 - Springer
For a long time, decision-making in auditing was limited to a risk-oriented recommendation
and consisted of the rigorous analysis of a sample of data. The new trend in the audit …

Applying Benford's law to detect accounting data manipulation in the banking industry

T Grammatikos, NI Papanikolaou - Journal of Financial Services Research, 2021 - Springer
Abstract We utilise Benford's Law, which predicts the frequencies in different digits in data, to
test if balance sheet and income statement data used to assess bank soundness were …

Reliability of financial information from the perspective of Benford's law

I Jianu, I Jianu - Entropy, 2021 - mdpi.com
This study investigates the conformity to Benford's Law of the information disclosed in
financial statements. Using the first digit test of Benford's Law, the study analyses the …

Banks' off-balance sheet manipulations

D Parnes - The Quarterly Review of Economics and Finance, 2022 - Elsevier
In this study, we deploy various methods for analyses of digits and provide rigorous
empirical evidence that most banks' off-balance sheet items have partial conformity to …

Moderating “cry wolf” events with excess MAD in Benford's Law research and practice

BJ Barney, KS Schulzke - Journal of forensic accounting …, 2016 - publications.aaahq.org
False positives or “Type I errors,” wherein test results indicate fraud where none actually
exists, have been described as a costly “cry wolf problem” in auditing practice. Benford's …

Data science for assessing possible tax income manipulation: The case of Italy

M Ausloos, R Cerqueti, TA Mir - Chaos, Solitons & Fractals, 2017 - Elsevier
This paper explores a real-world fundamental theme under a data science perspective. It
specifically discusses whether fraud or manipulation can be observed in and from …

Persistent patterns in stock returns, stock volumes, and accounting data in the US capital markets

MJ Nigrini - Journal of Accounting, Auditing & Finance, 2015 - journals.sagepub.com
Benford's Law gives the expected frequencies of the digits in tabulated data. The expected
frequencies show a large bias toward the low digits. An analysis of the Center for Research …