THIS DOI METADATA WAS LAST UPDATED: 2025-01-13 16:02
Full Title
FINANCIAL REPORTING
Publisher
FrancoAngeli
ISSN
2036-671X (Printed Journal)
2036-6779 (Online Journal)
Journal Issue Number
2
Journal Issue Designation
2
Journal Issue Date
2024
Full Title
Elections and earnings management: Further evidence from Benford's law
By (author)
First Page
105
Last Page
132
Language of text
English
Publication Date
2024/12
Copyright
2024 FrancoAngeli srl
Main description
This study re-examines the extent to which municipally-owned entities (MOEs) en-gage in earnings management around the time of local elections. Design/methodology/approach: The study analyses the total revenue figures for 506 unlisted Italian MOEs from 2009 to 2014 using Benford's law to detect signs of low data quality or manipulated numbers in financial statements. Findings: The findings reveal that entities owned by local governments engage in earnings management practices during pre-electoral seasons, which is consistent with the political cost hypothesis. Accounting numbers are rounded to the closest key cognitive reference point by overusing and underusing specific revenue digits. This aligns with the performance expectations hypothesis as well. Originality/value: This study adds evidence to the existing issue of earnings management in the public sector during elections by using a less conventional ap-proach, highlighting the need for increased transparency in financial reporting be-fore these critical periods. Practical implications: Auditors, forensic accountants, and judicial bodies that endeavour to protect public finances can also employ Benford's law to scrutinise the financial statements of hybrid entities at such times.
Unstructured Citation
Benford, F. (1938). The law of anomalous numbers. Proceeding of the American Philosophical Society, 78(4), 551-572. -- https://www.jstor.org/stable/984802.
Unstructured Citation
Busta, B., & Weinberg R. (1998). Using Benford’s law and neural networks as a review procedure. Managerial Auditing Journal,
13(6), 356-366.
https://doi.org/10.1108/02686909810222375
Unstructured Citation
Capalbo, F., & Menale, A. (2020). Le società a partecipazione pubblica in Italia e all’estero: numeri e incidenza sull’economia. In F. Fimmanò & A. Catricalà (Eds.), Le società pubbliche (2nd ed., pp. 93-119). Edizioni Scientifiche Italiane.
Unstructured Citation
Capalbo, F., Galati, L., Lupi, C., & Smarra, M. (2023). The Impact of Elections on the Quality of Financial Statements in
Municipally Owned Entities. Chaos, Solitons & Fractals, 173.
https://doi.org/10.1016/j.chaos.2023.113752
Unstructured Citation
Capalbo, F., Lupi, C., Smarra, M., & Sorrentino, M. (2021). Elections and earnings management: evidence from municipally-owned
entities. Journal of Management and Governance, 25, 707-730.
https://doi.org/10.1007/s10997-020-09523-z
Unstructured Citation
Carslaw, C. A. P. N. (1988). Anomalies in income numbers: evidence of goal oriented behavior. The Accounting Review, 63(2), 321-327. -- https://www.jstor.org/stable/248109.
Unstructured Citation
Christian, C. W., & Gupta, S. (1993). New evidence on “Secondary Evasion”. Journal of the American Taxation Association, 15(1), 72-93.
Unstructured Citation
Cinelli C. (2018). benford.analysis: Benford analysis for data validation and forensic analytics. R package version 0.1.5.
Unstructured Citation
Dechow, P. M., Sloan, R. G., & Sweeney, A. P. (1995). Detecting earnings management. Accounting Review, 70(2), 193-225. -- https://www.jstor.org/stable/248303.
Unstructured Citation
Durtshi, C., Hillison, W., & Pacini, C. (2004). The effective use of Benford’s law to assist in detecting fraud in accounting data. Journal of Forensic Accounting, 5(1), 17-33.
Unstructured Citation
Istrate, C. (2019). Detecting earnings management using Benford’s law: the case of Romanian listed companies. Journal of Accounting
and Management Information Systems, 18(2), 198-223.
https://doi.org/10.24818/jamis.2019.02003
Unstructured Citation
Jensen, T. I., Kelly, B., & Pedersen, L. H. (2023). Is There a Replication Crisis in Finance? Journal of Finance, 78, 2465-2518.
https://doi.org/10.1111/jofi.13249
Unstructured Citation
Johnson, G. C. (2009). Using Benford’s law to determine if selected company characteristics are red flags for earnings management. Journal of Forensic Studies in Accounting & Business, 1(2), 39-65.
Unstructured Citation
Kinnunen, J., & Koskela M. (2003). Who is Miss world in cosmetic earnings management? A cross-national comparison of small
upwards rounding of net income numbers among eighteen countries. Journal of International Accounting Research, 2(1), 39-68.
https://doi.org/10.2308/jiar.2003.2.1.39
Unstructured Citation
Lacina, M., Lee, B. B., & Kim, D. W. (2018). Benford’s law and the effects of the Korean financial reforms on cosmetic earnings
management. Journal of International Accounting, Auditing and Taxation, 30, 2-17.
https://doi.org/10.1016/j.intaccaudtax.2017.12.002
Unstructured Citation
Lebert, S., Mohrmann, U., & Stefani, U. (2021). Rounding up performance measures in German firms: Earnings cosmetics or earnings
management on a larger scale? Journal of Business Finance & Accounting, 48(3-4), 564-586.
https://doi.org/10.1111/jbfa.12494
Unstructured Citation
Lin, F., & Wu, S. (2014). Comparison of cosmetic earnings management for the developed markets and emerging markets: some
empirical evidence from the United States and Taiwan. Economic Modelling, 36, 466-473.
https://doi.org/10.1016/j.econmod.2013.10.002
Unstructured Citation
Nigrini, M. J. (1992). The detection of income tax evasion through an analysis of digital distributions. Ph.D. dissertation, Carl H. Linder College of Business, University of Cincinnati.
Unstructured Citation
Nigrini, M. J. (1993, June). Can Benford’s law be used in forensic accounting? (The Balance Sheet), 7-8.
Unstructured Citation
Nigrini, M. J. (1996). A taxpayer compliance application of Benford’s law. Journal of the American Taxation Association, 18(1), 72-91.
Unstructured Citation
Nigrini, M. J. (1999). Fraud detection: I’ve got your number. Journal of Accountancy, 187(5), 79-83.
Unstructured Citation
Nigrini, M. J. (2005). An assessment of the change in the incidence of earnings management around the Enron Andersen episode,
Review of Accounting and Finance, 4(1), pp. 92-110.
https://doi.org/10.1108/eb043420
Unstructured Citation
Nigrini, M. J. (2020). Forensic analytics: methods and techniques for forensic accounting investigations (2nd ed.). Wiley.
Unstructured Citation
Nigrini, M. J., & Mittermaier, L. J. (1997). The use of Benford’s law as an aid in analytical procedures. Auditing: A Journal of Practice and Theory, 16(2), 52-67.
Unstructured Citation
Ramanna, K., & Roychowdhury, S. (2010). Elections and Discretionary Accruals: Evidence from 2004. Journal of Accounting Research,
48, 445-475.
https://doi.org/10.1111/j.1475-679X.2010.00373.x
Unstructured Citation
R Core Team, (2023). R: A language and environment for statistical computing. R Foundation for Statistical Computing. -- https://www.R-project.org/.
Unstructured Citation
Skousen, C. J., Guan, L., & Wetzel, T. S. (2004). Anomalies and unusual patterns in reported earnings: Japanese managers round
earnings. Journal of International Financial Management & Accounting, 15(3), 212-234.
https://doi.org/10.1111/j.1467-646X.2004.00108.x
Unstructured Citation
Stubben, S. R. (2010). Discretionary revenues as a measure of earnings management. The Accounting Review, 85(2), 695-717.
https://doi.org/10.2308/accr.2010.85.2.695
Unstructured Citation
Thomas, J. (1989). Unusual patterns in reported earnings. The Accounting Review, 64(4), 773-787. -- https://www.jstor.org/stable/247861.
Unstructured Citation
Van Caneghem, T. (2002). Earnings management induced by cognitive reference points. British Accounting Review, 34(2), 167-178.
https://doi.org/10.1006/bare.2002.0190
Unstructured Citation
Watts, R. L., & Zimmerman, J. L. (1986). Positive accounting theory. Prentice-Hall.
Unstructured Citation
Watts, R. L., & Zimmerman, J. L. (1978). Towards a positive theory of the determination of accounting standards. The Accounting Review, 53(1), 112-134. -- https://www.jstor.org/stable/245729.