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Determining the Level of Accounting Conservatism through the Fuzzy Logic System Cover

Determining the Level of Accounting Conservatism through the Fuzzy Logic System

Open Access
|May 2019

References

  1. 1. Ahmed, A. S., Duellman, S. (2013), “Managerial Overconfidence and Accounting Conservatism”, Journal of Accounting Research, Vol. 51, No. 1, pp. 1-30.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1111/j.1475-679X.2012.00467.x" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1111/j.1475-679X.2012.00467.x</a></dgdoi:pub-id>
  2. 2. Ahmed, A. S., Duellman, S. (2007), “Accounting conservatism and board of director characteristics: An empirical analysis”, Journal of Accounting and Economics, Vol. 43, No. 2-3, pp. 411-437.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.jacceco.2007.01.005" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jacceco.2007.01.005</a></dgdoi:pub-id>
  3. 3. Ahmed, A. S., Bilings, K. B., Morton. R. M., Stanford-Harris, M. (2002), “The role of accounting conservatism in mitigating bondholder-shareholder conflicts over dividend policy and in reducing debt costs”, The Accounting Review, Vol. 77, No. 4, pp. 867-890.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.2308/accr.2002.77.4.867" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2308/accr.2002.77.4.867</a></dgdoi:pub-id>
  4. 4. Alcalá-Fdez, J., Alonso, J. M. (2016), “A Survey of Fuzzy Systems Software: Taxonomy, Current Research Trends, and Prospects”, IEEE Transactions on Fuzzy Systems, Vol. 24, No. 1, pp. 40-56.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1109/TFUZZ.2015.2426212" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/TFUZZ.2015.2426212</a></dgdoi:pub-id>
  5. 5. André, P., Filip, A., Paugam, L. (2015), “The effect of mandatory IFRS adoption on conditional conservatism in Europe”, Journal of Business Finance and Accounting, Vol. 42, No. 3-4, pp. 482–514.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1111/jbfa.12105" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1111/jbfa.12105</a></dgdoi:pub-id>
  6. 6. Beskese, A., Kahraman, C., Irani, Z. (2004), “Quantification of flexibility in advanced manufacturing systems using fuzzy concept”, International Journal of Production Economics, Vol. 89, No. 1, pp. 45-56.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/S0925-5273(03)00195-6" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/S0925-5273(03)00195-6</a></dgdoi:pub-id>
  7. 7. Balakrishnan, K., Watts, R. L., Zuo, L. (2016), “The Effect of Accounting Conservatism on Corporate Investment during the Global Financial Crisis”, Journal of Business Finance and Accounting, Vol. 43, No. 5-6, pp 513-542.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1111/jbfa.12206" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1111/jbfa.12206</a></dgdoi:pub-id>
  8. 8. Ball, R., Shivakumar, L. (2005), “Earnings quality in U.K. private firms: Comparative loss recognition timeliness”, Journal of Accounting and Economics, Vol. 39, No. 1, pp. 83-128.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.jacceco.2004.04.001" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jacceco.2004.04.001</a></dgdoi:pub-id>
  9. 9. Barker, R., McGeachin, A. (2015), “An Analysis of Concepts and Evidence on the Question of Whether IFRS Should be Conservative”, ABACUS, Vol. 51, No. 2, pp. 169-207.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1111/abac.12049" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1111/abac.12049</a></dgdoi:pub-id>
  10. 10. Barker, R., McGeachin, A. (2013), “Why is there inconsistency in accounting for liabilities in IFRS? An analysis of recognition, measurement, estimation and conservatism”, Accounting and Business Research, Vol. 43, No. 6, pp. 579-604.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1080/00014788.2013.834811" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1080/00014788.2013.834811</a></dgdoi:pub-id>
  11. 11. Basu, S. (1997), “The conservatism principle and the asymmetric timeliness of earnings”, Journal of Accounting and Economics, Vol. 24, No. 1, pp. 3-37.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/S0165-4101(97)00014-1" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/S0165-4101(97)00014-1</a></dgdoi:pub-id>
  12. 12. Beatty, A., Liao, S. (2011), “Do delays in expected loss recognition affect banks’ willingness to lend?”, Journal of Accounting and Economics, Vol. 52, No. 1, pp. 1-20.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.jacceco.2011.02.002" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jacceco.2011.02.002</a></dgdoi:pub-id>
  13. 13. Beatty, A., Petacchi, R., Zhang, H. (2012), “Hedge commitments and agency costs of debt: Evidence from interest rate protection covenants and accounting conservatism”, Review of Accounting Studies, Vol. 17, No. 3, pp. 700-738.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1007/s11142-012-9189-4" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s11142-012-9189-4</a></dgdoi:pub-id>
  14. 14. Beaver, W. H., Landsman, W. R., Owen, E. L. (2012), “Asymmetry in Earnings Timeliness and Persistence: A Simultaneous Equations Approach”, Review of Accounting Studies, Vol. 17, No. 4, pp. 781-806.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1007/s11142-011-9174-3" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s11142-011-9174-3</a></dgdoi:pub-id>
  15. 15. Chai, Y., Jia, L., Zhang, Z. (2009), “Mamdani model based adaptive neural fuzzy inference system and its application”, International Journal of Computational Intelligence, Vol. 5, No. 1, pp. 22-29.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1109/FSKD.2009.76" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/FSKD.2009.76</a></dgdoi:pub-id>
  16. 16. Čičak, J. (2018), “Fair Value of Financial Statement Elements”, University of Rijeka, Faculty of Economics and Business, doctoral dissertation.
  17. 17. Díaz, B., Morillas, A. (2012), “Some Experiences Applying Fuzzy Logic to Economics”, in Seising, R., Sanz Gonzalez, V. (Eds.), Soft Computing in Humanities and Social Sciences, Springer, Berlin, Heidelberg, pp 347-379.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1007/978-3-642-24672-2_19" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/978-3-642-24672-2_19</a></dgdoi:pub-id>
  18. 18. Dietrich, J. R., Muller, K. A., Riedl, E. J. (2007), “Asymmetric timeliness tests of accounting conservatism”, Review of Accounting Studies, Vol. 12, No. 1, pp. 95-124.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1007/s11142-006-9023-y" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s11142-006-9023-y</a></dgdoi:pub-id>
  19. 19. Edelman, D., Nicholson, A. (2011), “Arthur Anderson Auditors and Enron: What happened to their Texas CPA licenses?”, Journal of Finance and Accountancy, Vol. 8, pp. 1-9.
  20. 20. Ettredge, M., Huang, Y., Zhang, W. (2012), “Earnings restatements and differential timeliness of accounting conservatism”, Journal of Accounting and Economics, Vol. 53, No. 3, pp. 489-503.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.jacceco.2012.01.002" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jacceco.2012.01.002</a></dgdoi:pub-id>
  21. 21. Gao, H., Huang, J. (2018), “Employee Firing Costs and Accounting Conservatism: Evidence From Wrongful Discharge Laws”, available at SSRN.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.2139/ssrn.3276474" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2139/ssrn.3276474</a></dgdoi:pub-id>
  22. 22. Garcia Lara, J. M., Garcia Osma, B., Penalva, F. (2016), “Accounting conservatism and firm investment efficiency”, Journal of Accounting and Economics, Vol. 61, No. 1, pp. 221-238.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.jacceco.2015.07.003" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jacceco.2015.07.003</a></dgdoi:pub-id>
  23. 23. Garcia Lara, J. M., Garcia Osma, B., Penalva F. (2009), “Accounting conservatism and corporate governance”, Review of Accounting Studies, Vol. 14, No. 1, pp. 161-201.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1007/s11142-007-9060-1" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1007/s11142-007-9060-1</a></dgdoi:pub-id>
  24. 24. Giovanis, E. (2010), “A study of panel logit model and adaptive neuro-fuzzy inference system in the prediction of financial distress periods”, World Academy of Science, Engineering and Technology, Vol. 64, pp. 646-652.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.2139/ssrn.1667446" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2139/ssrn.1667446</a></dgdoi:pub-id>
  25. 25. Givoly, D., Hayn, C. (2000), “The changing time-series properties of earnings, cash flows and accruals: Has financial reporting become more conservative?”, Journal of Accounting &amp; Economics, Vol. 29, No. 3, pp. 287-320.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/S0165-4101(00)00024-0" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/S0165-4101(00)00024-0</a></dgdoi:pub-id>
  26. 26. Huijgen, C., Lubberink, M. (2005), “Earnings conservatism, litigation and contracting: The case of cross-listed firms”, Journal of Business Finance &amp; Accounting, Vol. 32m No. 7-8, pp. 1275-1309.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1111/j.0306-686X.2005.00629.x" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1111/j.0306-686X.2005.00629.x</a></dgdoi:pub-id>
  27. 27. International Accounting Standards Board (2016), International Financial Reporting Standards – Red Book, London, IFRS Foundation.
  28. 28. Kaur, A., Kaur, A. (2012), “Comparison of Mamdani-Type and Sugeno-Type Fuzzy Inference Systems for Air Conditioning System”, International Journal of Soft Computing and Engineering, Vol. 2, No. 2, pp. 323-325.
  29. 29. Khan, M., Watts, R. L. (2009), “Estimation and empirical properties of a firm-year measure of accounting conservatism”, Journal of Accounting Economics, Vol. 48, No. 2-3, pp. 132-150.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.jacceco.2009.08.002" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jacceco.2009.08.002</a></dgdoi:pub-id>
  30. 30. Kim, S. M., Kim, S. M., Lee, D. H., Yoo, S. W.,(2019), “How Investors Perceive Mandatory Audit Firm Rotation in Korea”, Sustainability, Vol. 11, No. 4.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.3390/su11041089" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.3390/su11041089</a></dgdoi:pub-id>
  31. 31. Kim, Y., Li, S., Pan, C., Zuo, L. (2013), “The role of accounting conservatism in the equity market: Evidence from seasoned equity offerings”, The Accounting Review, Vol. 88, No. 4, pp. 1327-1356.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.2308/accr-50420" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2308/accr-50420</a></dgdoi:pub-id>
  32. 32. Lee, E., Wang, K., Wang, Q., Zhang, X. (2018), “Unintended Consequences of Economic Interventionism on Accounting Conservatism: A Natural Experiment”, available at SSRN.
  33. 33. Lee, C. C. (1990), “Fuzzy logic in control systems: fuzzy logic controller. II”, IEEE Transactions on systems, man, and cybernetics, Vol. 20, No. 2, pp. 419-435.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1109/21.52552" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1109/21.52552</a></dgdoi:pub-id>
  34. 34. Lin, J. W., Hwang, M. I., Becker, J. D. (2003), “A fuzzy neural network for assessing the risk of fraudulent financial reporting”, Managerial Auditing Journal, Vol. 18, No. 8, pp. 657-665.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1108/02686900310495151" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1108/02686900310495151</a></dgdoi:pub-id>
  35. 35. Nikolaev, V. (2010), “Debt Covenants and Accounting Conservatism”, Journal of Accounting Research, Vol. 48, No. 1, pp. 51-89.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1111/j.1475-679X.2009.00359.x" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1111/j.1475-679X.2009.00359.x</a></dgdoi:pub-id>
  36. 36. Penman, S. H., Zhang, X. J. (2002), “Accounting conservatism and the quality of earnings, and stock returns”, The Accounting Review, Vol. 77, No. 2, pp. 237-264.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.2308/accr.2002.77.2.237" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2308/accr.2002.77.2.237</a></dgdoi:pub-id>
  37. 37. Pratt, J., (2008), Financial Accounting in an Economic Context, John Wiley &amp; Sons.
  38. 38. Qu, X., Zhang, G. (2010), “Measuring the convergence of national accounting standards with international financial reporting standards: The application of fuzzy clustering analysis”, The International Journal of Accounting, Vol. 45, No. 3, pp. 334-355.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.intacc.2010.06.008" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.intacc.2010.06.008</a></dgdoi:pub-id>
  39. 39. Ruch, G. W., Taylor, G. (2015), “Accounting conservatism: A review of the literature”, Journal of Accounting Literature, Vol. 34, pp. 17-38.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.acclit.2015.02.001" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.acclit.2015.02.001</a></dgdoi:pub-id>
  40. 40. Solomons, D. (1986), Making Accounting Policy: The quest for credibility in financial reporting, New York, Oxford University Press.
  41. 41. Spandagos, C., Ng, T. L. (2018), “Fuzzy model of residential energy decision-making considering behavioral economic concepts”, Applied Energy, Vol. 213, pp. 611-625.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.apenergy.2017.10.112" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.apenergy.2017.10.112</a></dgdoi:pub-id>
  42. 42. Tan, L. (2013), “Creditor control rights, state of nature verification, and financial reporting conservatism”, Journal of Accounting and Economics, Vol. 55, No. 1, pp. 1-22.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.jacceco.2012.08.001" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jacceco.2012.08.001</a></dgdoi:pub-id>
  43. 43. Zhang, J. (2008), “The contracting benefits of accounting conservatism to lenders and borrowers”, Journal of Accounting and Economics, Vol. 45, No. 1, pp. 27-54.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1016/j.jacceco.2007.06.002" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1016/j.jacceco.2007.06.002</a></dgdoi:pub-id>
  44. 44. Wang, R. Z., Ó Hogartaigh, C., van Zijl, T. (2009), “A Signaling Theory of Accounting Conservatism”, Journal of accounting literature, Vol. 28., pp. 165-203.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.2139/ssrn.1415305" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2139/ssrn.1415305</a></dgdoi:pub-id>
  45. 45. Wang, C., Xie, F., Xin, X. (2018), “CEO Inside Debt and Accounting Conservatism”, Contemporary Accounting Research, Vol. 35, No. 4, pp. 2131-2159.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.1111/1911-3846.12372" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.1111/1911-3846.12372</a></dgdoi:pub-id>
  46. 46. Watts, R. L. (2003a), “Conservatism in Accounting Part I: Explanations and Implications”, Accounting Horizons, Vol. 17, No. 3, pp. 207-221.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.2308/acch.2003.17.3.207" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2308/acch.2003.17.3.207</a></dgdoi:pub-id>
  47. 47. Watts, R. L. (2003b), “Conservatism in Accounting Part II: Evidence and Research Opportunities”, Accounting Horizons, Vol. 17, No. 4, pp. 287-301.<dgdoi:pub-id xmlns:dgdoi="http://degruyter.com/resources/doi-from-crossref" pub-id-type="doi"><a href="https://doi.org/10.2308/acch.2003.17.4.287" target="_blank" rel="noopener noreferrer" class="text-signal-blue hover:underline">10.2308/acch.2003.17.4.287</a></dgdoi:pub-id>
DOI: https://doi.org/10.2478/bsrj-2019-0007 | Journal eISSN: 1847-9375 | Journal ISSN: 1847-8344
Language: English
Page range: 88 - 101
Submitted on: Dec 5, 2018
Accepted on: Feb 28, 2019
Published on: May 9, 2019
Published by: IRENET - Society for Advancing Innovation and Research in Economy
In partnership with: Paradigm Publishing Services
Publication frequency: 2 times per year

© 2019 Josip Čičak, Davor Vašiček, published by IRENET - Society for Advancing Innovation and Research in Economy
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.