IDEAS home Printed from https://ideas.repec.org/a/bit/bsrysr/v10y2019i1p88-101n7.html
   My bibliography  Save this article

Determining the Level of Accounting Conservatism through the Fuzzy Logic System

Author

Listed:
  • Čičak Josip

    (Faculty of Economics and Business, University of Rijeka, Rijeka, Croatia)

  • Vašiček Davor

    (Faculty of Economics and Business, University of Rijeka, Rijeka, Croatia)

Abstract

Background: Using a variety of alternative accounting policies brings about different effects on the stated business results and the value of the company. Objectives: The objective of this paper is to develop a fuzzy logic solution for determining bias in financial reports on low-activity financial markets, and to find a method applicable to unquoted entities. Methods/Approach: A fuzzy logic system was developed using data on Croatian companies, the MatLab software, and the Mamdani fuzzy inference method. Results: The paper provides the summary of results obtained using a fuzzy logic system, and they indicate that the model has relevant validity. Conclusions: The model can serve as a stimulus for more detailed studies of biased financial statements elements. The fuzzy logic model should be further tested on a larger sample of companies classified based on their activity and under different business conditions.

Suggested Citation

  • Čičak Josip & Vašiček Davor, 2019. "Determining the Level of Accounting Conservatism through the Fuzzy Logic System," Business Systems Research, Sciendo, vol. 10(1), pages 88-101, April.
    • Handle: RePEc:bit:bsrysr:v:10:y:2019:i:1:p:88-101:n:7
    DOI: 10.2478/bsrj-2019-0007
    as

    Download full text from publisher

    File URL: https://doi.org/10.2478/bsrj-2019-0007
    Download Restriction: no
    File URL: https://libkey.io/10.2478/bsrj-2019-0007?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Anwer S. Ahmed & Scott Duellman, 2013. "Managerial Overconfidence and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 51(1), pages 1-30, March.
    2. Valeri V. Nikolaev, 2010. "Debt Covenants and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 137-176, March.
    3. Valeri V. Nikolaev, 2010. "Debt Covenants and Accounting Conservatism," Journal of Accounting Research, Wiley Blackwell, vol. 48(1), pages 51-89, March.
    4. Karthik Balakrishnan & Ross Watts & Luo Zuo, 2016. "The Effect of Accounting Conservatism on Corporate Investment during the Global Financial Crisis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 43(5-6), pages 513-542, May.
    5. Richard Barker & Anne McGeachin, 2013. "Why is there inconsistency in accounting for liabilities in IFRS? An analysis of recognition, measurement, estimation and conservatism," Accounting and Business Research, Taylor & Francis Journals, vol. 43(6), pages 579-604, December.
    6. Richard Barker & Anne McGeachin, 2015. "An Analysis of Concepts and Evidence on the Question of Whether IFRS Should be Conservative," Abacus, Accounting Foundation, University of Sydney, vol. 51(2), pages 169-207, June.
    7. Beatty, Anne & Liao, Scott, 2011. "Do delays in expected loss recognition affect banks' willingness to lend?," Journal of Accounting and Economics, Elsevier, vol. 52(1), pages 1-20, June.
    8. Khan, Mozaffar & Watts, Ross L., 2009. "Estimation and empirical properties of a firm-year measure of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 132-150, December.
    9. Qu, Xiaohui & Zhang, Guohua, 2010. "Measuring the convergence of national accounting standards with international financial reporting standards: The application of fuzzy clustering analysis," The International Journal of Accounting, Elsevier, vol. 45(3), pages 334-355, September.
    10. Eleftherios Giovanis, 2012. "Study of Discrete Choice Models and Adaptive Neuro-Fuzzy Inference System in the Prediction of Economic Crisis Periods in USA," Economic Analysis and Policy, Elsevier, vol. 42(1), pages 79-96, March.
    11. Zhang, Jieying, 2008. "The contracting benefits of accounting conservatism to lenders and borrowers," Journal of Accounting and Economics, Elsevier, vol. 45(1), pages 27-54, March.
    12. Carel Huijgen & Martien Lubberink, 2005. "Earnings Conservatism, Litigation and Contracting: The Case of Cross‐Listed Firms," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 32(7‐8), pages 1275-1309, September.
    13. Tan, Liang, 2013. "Creditor control rights, state of nature verification, and financial reporting conservatism," Journal of Accounting and Economics, Elsevier, vol. 55(1), pages 1-22.
    14. Ruch, George W. & Taylor, Gary, 2015. "Accounting conservatism: A review of the literature," Journal of Accounting Literature, Elsevier, vol. 34(C), pages 17-38.
    15. Ettredge, Michael & Huang, Ying & Zhang, Weining, 2012. "Earnings restatements and differential timeliness of accounting conservatism," Journal of Accounting and Economics, Elsevier, vol. 53(3), pages 489-503.
    16. Ball, Ray & Shivakumar, Lakshmanan, 2005. "Earnings quality in UK private firms: comparative loss recognition timeliness," Journal of Accounting and Economics, Elsevier, vol. 39(1), pages 83-128, February.
    17. Paul André & Andrei Filip & Luc Paugam, 2015. "The Effect of Mandatory IFRS Adoption on Conditional Conservatism in Europe," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 42(3-4), pages 482-514, April.
    18. Ahmed, Anwer S. & Duellman, Scott, 2007. "Accounting conservatism and board of director characteristics: An empirical analysis," Journal of Accounting and Economics, Elsevier, vol. 43(2-3), pages 411-437, July.
    19. Spandagos, Constantine & Ng, Tze Ling, 2018. "Fuzzy model of residential energy decision-making considering behavioral economic concepts," Applied Energy, Elsevier, vol. 213(C), pages 611-625.
    20. Basu, Sudipta, 1997. "The conservatism principle and the asymmetric timeliness of earnings," Journal of Accounting and Economics, Elsevier, vol. 24(1), pages 3-37, December.
    21. Givoly, Dan & Hayn, Carla, 2000. "The changing time-series properties of earnings, cash flows and accruals: Has financial reporting become more conservative?," Journal of Accounting and Economics, Elsevier, vol. 29(3), pages 287-320, June.
    22. Beskese, Ahmet & Kahraman, Cengiz & Irani, Zahir, 2004. "Quantification of flexibility in advanced manufacturing systems using fuzzy concept," International Journal of Production Economics, Elsevier, vol. 89(1), pages 45-56, May.
    23. García Lara, Juan Manuel & García Osma, Beatriz & Penalva, Fernando, 2016. "Accounting conservatism and firm investment efficiency," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 221-238.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Vasicek, Davor & Cicak, Josip, 2019. "Back To The Core: Alternative Performance Measurement," UTMS Journal of Economics, University of Tourism and Management, Skopje, Macedonia, vol. 10(2), pages 237-247.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Vasicek, Davor & Cicak, Josip, 2019. "Back To The Core: Alternative Performance Measurement," UTMS Journal of Economics, University of Tourism and Management, Skopje, Macedonia, vol. 10(2), pages 237-247.
    2. Yuying Xie, 2015. "Confusion over Accounting Conservatism: A Critical Review," Australian Accounting Review, CPA Australia, vol. 25(2), pages 204-216, June.
    3. Tri Tri Nguyen & Chau Minh Duong & Nguyet Thi Minh Nguyen & Hung Quang Bui, 2020. "Accounting conservatism and banking expertise on board of directors," Review of Quantitative Finance and Accounting, Springer, vol. 55(2), pages 501-539, August.
    4. Rui Wang, 2021. "The attention of long‐term institutional investors and timely loss recognition," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(9-10), pages 1596-1629, October.
    5. Khalifa, Mariem & Trabelsi, Samir & Matoussi, Hamadi, 2022. "Leverage, R&D expenditures, and accounting conservatism: Evidence from technology firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 285-304.
    6. Urooj Khan & Alvis K. Lo, 2019. "Bank Lending Standards and Borrower Accounting Conservatism," Management Science, INFORMS, vol. 65(11), pages 5337-5359, November.
    7. Jagadison K. Aier & Long Chen & Mikhail Pevzner, 2014. "Debtholders’ Demand for Conservatism: Evidence from Changes in Directors’ Fiduciary Duties," Journal of Accounting Research, Wiley Blackwell, vol. 52(5), pages 993-1027, December.
    8. Chen-Yin Kuo, 2018. "Does Accounting Conservatism Reduce Default Risk? Evidence from Taiwan," International Journal of Economics and Financial Issues, Econjournals, vol. 8(4), pages 227-242.
    9. Dan Zhang & Shiguang Ma & Xiaofei Pan, 2023. "How do institutional investors influence accounting conservatism in China?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(S2), pages 2719-2754, June.
    10. Araceli Mora & Martin Walker, 2015. "The implications of research on accounting conservatism for accounting standard setting," Accounting and Business Research, Taylor & Francis Journals, vol. 45(5), pages 620-650, August.
    11. Kravet, Todd D., 2014. "Accounting conservatism and managerial risk-taking: Corporate acquisitions," Journal of Accounting and Economics, Elsevier, vol. 57(2), pages 218-240.
    12. Cerqueira Antonio & Pereira Claudia, 2020. "The Effect of Economic Conditions on Accounting Conservatism under IFRS in Europe," Review of Economic Perspectives, Sciendo, vol. 20(2), pages 137-169, June.
    13. Ha, Joohyung, 2019. "Agency costs of free cash flow and conditional conservatism," Advances in accounting, Elsevier, vol. 46(C), pages 1-1.
    14. García Lara, Juan Manuel & García Osma, Beatriz & Penalva, Fernando, 2016. "Accounting conservatism and firm investment efficiency," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 221-238.
    15. Pan, Xiaofei, 2017. "Accounting conservatism, bank lending and firm investment: Evidence from a quasi-experiment of China's stimulus package," Pacific-Basin Finance Journal, Elsevier, vol. 44(C), pages 64-79.
    16. Anagnostopoulou, Seraina C. & Tsekrekos, Andrianos E. & Voulgaris, Georgios, 2021. "Accounting conservatism and corporate social responsibility," The British Accounting Review, Elsevier, vol. 53(4).
    17. Martin, Xiumin & Roychowdhury, Sugata, 2015. "Do financial market developments influence accounting practices? Credit default swaps and borrowers׳ reporting conservatism," Journal of Accounting and Economics, Elsevier, vol. 59(1), pages 80-104.
    18. Krishnan, Gopal V. & Zhang, Jing, 2022. "Principles-based standards and conditional accounting conservatism," Advances in accounting, Elsevier, vol. 58(C).
    19. William Bradford & Chao Chen & Song Zhu, 2017. "Conservative Accounting, IFRS Convergence and Cash Dividend Payments: Evidence from China," European Financial Management, European Financial Management Association, vol. 23(3), pages 376-414, June.
    20. Richard Barker & Anne McGeachin, 2015. "An Analysis of Concepts and Evidence on the Question of Whether IFRS Should be Conservative," Abacus, Accounting Foundation, University of Sydney, vol. 51(2), pages 169-207, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bit:bsrysr:v:10:y:2019:i:1:p:88-101:n:7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Peter Golla (email available below). General contact details of provider: https://www.sciendo.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.