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Research Article

FINANCIAL STATEMENT ANOMALY DETECTION BASED ON BENFORD LAW AND BENEISH MODEL: CASE OF A PUBLIC SECTOR HOSPITAL

REFERENCES

  • Alali, F. A., & Romero, S. (2013). Benford’s law: Analyzing a decade of financial data. Journal of Emerging Technologies in Accounting, 10(1), 1–39. https://doi.org/10.2308/jeta-50749
  • Appelbaum, D., Kogan, A., Vasarhelyi, M., & Yan, Z. (2017). Impact of business analytics and enterprise systems on managerial accounting. International Journal of Accounting Information System, 25, 29–44. https://doi.org/10.1016/j.accinf.2017.03.003
  • Ausloos, M., Cerqueti, R., & Mir, T. A. (2017). Data science for assessing possible tax income manipulation: The case of Italy. Chaos, Solitons and Fractals, 104, 238–256. https://doi.org/10.1016/j.chaos.2017.08.012
  • Baesens, B., Höppner, S., & Verdonck, T. (2021). Data engineering for fraud detection. Decision Support Systems, 150, 1–13. https://doi.org/10.1016/j.dss.2021.113492
  • Begkos, C., & Antonopoulou, K. (2021). Hybridization as practice: Clinical engagement with performance metrics and accounting technologies in the English NHS. Accounting Auditing & Accountability Journal, 35(3), 627–657. https://doi.org/10.1108/AAAJ-12-2019-4333
  • Beneish, M. D. (1999). The detection of earnings manipulation. Financial Analysts Journal, 55(5), 24–36. https://doi.org/10.2469/faj.v55.n5.2296
  • Benford, F. (1938). The law of anomalous number. Proceedings of American Philosophical Society, 78(4), 551–572. https://www.jstor.org/stable/984802
  • Bertomeu, J., Cheynel, E., Floyd, E., & Pan, W. (2021). Using machine learning to detect misstatements. Review of Accounting Studies, 26(2), 468–519. https://doi.org/10.1007/s11142-020-09563-8
  • Bora, I., Duan, H. K., Vasarhelyi, M. A., Zhang, C. A., & Dai, J. (2021, September 1). The transformation of government accountability and reporting. Journal of Emerging Technologies in Accounting, 18(2), 1–21. https://doi.org/10.2308/jeta-10780
  • Bos-Nehles, A., Bondarouk, T., & Nijenhuis, K. (2017). Innovative work behaviour in knowledge-intensive public sector organizations: The case of supervisors in the Netherlands fire services. The International Journal of Human Resource Management, 28(2), 379–398. https://doi.org/10.1080/09585192.2016.1244894
  • Broadbent, J., Guthrie, J., & Parker, L. (2008). Public sector to public services: 20 years of “contextual” accounting research. Accounting Auditing & Accountability Journal, 21(2), 129–169. https://doi.org/10.1108/09513570810854383
  • Broadbent, J., & Laughlin, R. (2005). Organisational and accounting change: Theoretical and empirical reflections and thoughts on a future research agenda. Journal of Accounting & Organisational Change, 1(1), 7–26. https://doi.org/10.1108/EUM0000000007302
  • Broadbent, J., & Laughlin, R. (2013). Accounting control and controlling accounting: Interdisciplinary and critical perspectives. Emerald Group Publishing Limited.
  • Broadbent, J., Laughlin, R., & Alwani-Starr, G. (2010). Steering for sustainability higher education in England. Public Management Review, 12(4), 461–473. https://doi.org/10.1080/14719037.2010.496257
  • Carslaw, C. A. (1988). Anomolies in income numbers: Evidence of goal oriented behavior. The Accounting Review, 63(2), 321–327. https://www.jstor.org/stable/248109
  • Christian, C., & Gupta, S. (1993). New evidence on “secondary evasion. The Journal of the American Taxation Association, 15(1), 72–92. https://web.p.ebscohost.com/ehost/pdfviewer/pdfviewer?vid=0&sid=3475d590-f491-407a-b72e-2baeee761191%40redis
  • Debreceny, R. S., & Gray, G. (2010). Data mining journal entries for fraud detection: An exploratory study. International Journal of Accounting Information Systems, 11(3), 157–181. https://doi.org/10.1016/j.accinf.2010.08.001
  • Drake, D. P., & Nigrini, M. (2000). Computer assisted analytical procedures using Benford’s law. Journal of Accounting Education, 127–146. https://doi.org/10.1016/S0748-5751(00)00008-7
  • Eldenburg, L., Sodestrom, N., Veronda, W., & Wu, A. (2010). Behavioral changes following the collaborative development of accounting information system. Accounting, Organisation and Society.
  • Fiondella, C., Macchioni, R., Maffei, M., & Spano, R. (2016). Successful changes in management accounting systems: A healthcare case study. Accounting Forum, 40(3), 186–204. https://doi.org/10.1016/j.accfor.2016.05.004
  • Geuss, R. (2002). Eleştirel Teori Habermas ve Frankfurt Okulu. F. Keskin, Çev. Ayrıntı Yayınları.
  • Goddard, A. (2010). Contemporary public sector accounting research – An international comparison of journal papers. The British Accounting Review, 42(2), 75–87. https://doi.org/10.1016/j.bar.2010.02.006
  • Grossi, G., Kallio, K.-M., Sargiacomo, M., & Skoog, M. (2020). Accounting, performance management systems and accountability changes in knowledge-intensive public organizations: A literature review and research agenda. Accounting Auditing & Accountability Journal, 33(1), 256–280. https://doi.org/10.1108/AAAJ-02-2019-3869
  • Habermas, J. (1984). The theory of communicative action vol.1 reason and the realization of society. Beacon Press.
  • Hales, D. N., Sridharan, V., Radhakrishnan, A., Chakravorty, S., & Siha, S. (2008). Testing the accuracy of employee-reported data: An inexpensive alternative approach to traditional methods. European Journal of Operational Research, 189(3), 583–593. https://doi.org/10.1016/j.ejor.2006.09.092
  • Hood, C. (1995). The “new public management” in the 1980s: Variations on a theme. Accounting, Organisations and Society, 20(2–3), 93–109. https://doi.org/10.1016/0361-3682(93)E0001-W
  • Jacobs, K., Macron, G., & Witt, D. (2004). Cost and performance İnformation for doctors: İnternational comparison. Management Accounting Research, 15(1), 337–354. https://doi.org/10.1016/j.mar.2004.03.005
  • Jones, C., & Dewing, I. (1997). The attitudes of NHS clinicians and medical managers toward changes in accounting controls. Financial Accountability & Management, 13(3), 261–280. https://doi.org/10.1111/1468-0408.00037
  • KellyDuan, H., Vasarhelyi, A., Codesso, M., & Alzamil, Z. (2023). Enhancing the government accounting informations systems using social media information: An application of text mining and machine learning. International Journal of Accounting Information System 48, 100600. https://doi.org/10.1016/j.accinf.2022.100600
  • Küçüksözen, C. (2005). Financial information manipulation: causes, methods, purposes, techniques, results and an empirical study on ISE companies [ Master’s thesis, Institute of Social Sciences].
  • Kurunmaki, L. (2004). A hybrid profession—The acquisition of management accounting expertise by medical professionals. Accounting, Organizations & Society, 29(3–4), 327–347. https://doi.org/10.1016/S0361-3682(02)00069-7
  • Lapsley, I. (2001). The accounting - Clinical İnterface- Implement in budgets for hospital doctors. Abacus, 37(1), 79–109. https://doi.org/10.1111/1467-6281.00075
  • Laughlin, R. (1987). Accounting systems in organizational contexts: A case for critical theory. Accounting, Organizations and Society.
  • Lehtonen, T. (2007). DRG-based prospective pricing and case-mix accounting—Exploring the mechanisms of successful implementation. Management Accounting Research, 18(3), 367–395. https://doi.org/10.1016/j.mar.2006.12.002
  • Lowe, A., & Doolin, B. (1999). Casemix accounting systems: New spaces for action. Management Accounting Research, 10(3), 181–201. https://doi.org/10.1006/mare.1999.0107
  • Ministry of Health. (1983, January 13). Mevzuat. Mevzuat.Gov.tr. https://www.mevzuat.gov.tr/mevzuat?MevzuatNo=85319&MevzuatTur=3&MevzuatTertip=5.
  • Modell, S. (2001). Performance measurement and institutional processes: A study of managerial responses to public sector reform. Management Accounting Research, 12(4), 437–464. https://doi.org/10.1006/mare.2001.0164
  • Nigrini, M. J. (1996). A taxpayer compliance application of benford’s law. The Journal of the American Taxation Association, 18(1), 72–91. https://web.p.ebscohost.com/ehost/pdfviewer/pdfviewer?vid=0&sid=52ece740-2da1-4a69-b54c-974de2f2ee3e%40redis
  • Pettersen, I. J. (2013). Diverse management practices— A study of clinical managers. Public Money and Management, 33(1), 39–46. https://doi.org/10.1080/09540962.2013.744893
  • Power, M. (2013). Theory and theorization: A comment on laughlin and Habermas. Critical Perspectives on Accounting, 24(3), 225–227. https://doi.org/10.1016/j.cpa.2012.06.004
  • Power, M., & Laughlin, R. (1996, 06). Habermas, law and accounting. Organisation, Accounting and Society, 21(5), 441–465. https://doi.org/10.1016/0361-3682(95)00036-4
  • Preston, A. M., Chua, W., & Neu, D. (1997). THE diagnosis-related group-prospective payment system and the problem of the government of rationing health care to the elderly. Accounting, Organizations and Society.
  • Preston, M. A., Cooper, D. J., & Coombs, R. W. (1992). Fabricating budget: A study of the production of management budgeting in the national health service. Accounting Organisations and Society, 17(6), 561–593. https://doi.org/10.1016/0361-3682(92)90014-J
  • Robbins, G., & Lapsley, I. (2015). From secrecy to transperency; accounting and the transition from religious charity to public own hospital. The British Accounting Review, 47(1), 19–32. https://doi.org/10.1016/j.bar.2014.10.008
  • Scarparo, S. (2006). The integration of clinical and costing İnformation: A comparative study between Scotland and Sweden. Financial Accountability & Management, 22(2), 133–153. https://doi.org/10.1111/j.0267-4424.2006.00396.x
  • Searing, J. (1998, November 11). Numerology for Accountants. (J. o. Accountancy, Interviewer)
  • Steccolini, I. (2019). Accounting and the post-new public management re-considering publicness in accounting research. Accounting Auditing & Accountability Journal, 32(1), 255–279. https://doi.org/10.1108/AAAJ-03-2018-3423
  • Thomas, J. K. (1989). Unusual patterns in reported earnings. The Accounting Review, 64(4), 773–787. https://www.jstor.org/stable/247861
  • Tödter, K.-H. (2009). Benford’s law as an indicator of fraud in economics. German Economic Review, 10(3), 339–351. https://doi.org/10.1111/j.1468-0475.2009.00475.x
  • Valero, E. B., Jareno, J., & Pavia, J. (2018). Combining benford’s law and machine learning to detect money laundering. An actual Spanish court case. Forensic Science International, 282, 24–34. https://doi.org/10.1016/j.forsciint.2017.11.008
  • Vasarhelyi, M. A. (2019, July). Digital transformation of audit – Trends,Challenges and opportunities. Ecademy. https://ecademy.eca.europa.eu/pluginfile.php/167/mod_resource/content/5/Digital%20transformation%20of%20audit%20%E2%80%93%20Trends%2C%20Challenges%20and%20Opportunities.pdf
  • Whiting, D. G., Hansen, J., McDonald, J., Albrecht, C., & Albrecht, W. (2012). Machine learning methods for detecting patterns of management fraud. Computation Intelligence, 28(4), 505–527. https://doi.org/10.1111/j.1467-8640.2012.00425.x
  • World Health Organization. (2023, October10). who.int. Retrieved December 29, 2023, from https://www.who.int/standards/classifications/classification-of-diseases
  • Yörük, N., & Ve Doğan, E. (2009). Financial information manipulation and an application in ISE for determining financial information manipulation. Detay Yayıncılık.
  • Zerbino, P., Aloini, D., Dulmin, R., & Mininno, V. (2018). Process-mining-enabled audit of information systems: Methodology and an application. Expert Systems with Application, 110, 80–92. https://doi.org/10.1016/j.eswa.2018.05.030

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