The Ranking of Fraudulent Financial Reporting By Using Data Envelopment Analysis: Case of Pharmaceutical Listed Companies
Subject Areas : Financial and Economic Modelling
1 - Associate Professor in Accounting, Head of Accounting Department, Islamic Azad University- Karaj Branch, Iran
Keywords:
Abstract :
[1] Adhikari, A., Derashid, C., Zhung, H., Earnings management to influence tax policy evidence from large Malaysian firms, Journal of International Financial Management and Accounting, 2005, 16(2), P.145-163. Doi:10.1111/j.1467-646X.2005.00115.x
[2] Anvary Rostami, A., Saberi, M., Hamidian, M., Esfandiyar Pour, Evaluating and Ranking the Firms in Chemical Industry Listed in Tehran Stock Exchange with TOPSIS, Advances in Mathematical Finance and Applications, 2017, 2(2), P. 73-79. Doi:10.22034/amfa.2017.531319
[3] Banker, R.R., Conrad, R.F., Strauss, R., A comparative application of data envelopment analysis and translog methods: An illustrate study of hospital production, Management Science,1986, 32(1), P. 30-44. https://www.jstor.org/stable/2631397
[4] Beneish, M.D., Detecting GAAP Violation: Implications for Assessing Earnings Management Among Firms with Extreme Financial Performance, Journal of Accounting and Public Policy, 1997, 16(3), P. 271-309. Doi:10.1016/S0278-4254(97)00023-9
[5] Boynton, C.E., Dobbins, P.S., Plesko, G.A., Earnings management and the corporate alternative minimum tax, Journal of Accounting Research, 1992, 30, P. 131–153.
[6] Burgstahler, D., Dichev,I., Earnings management to avoid earnings decreases and losses, Journal of Accounting and Economics, 1997, 24 (1), P. 99-126. Doi:10.1016/s0165-4101(97)00017-7
[7] Chandra, P., Cooper, W.W., Li, Sh., Rahman, A., Using DEA to evaluate 29 Canadian textile companies — considering returns to scale. International Journal of Production Economics, 1998, 54(2), P. 129-141. Doi:10.1016/s0925-5273(97)00135-7
[8] Charnes, A., Cooper, W.W., Rhodes, E., Measuring the efficiency of decision making units, European Journal of Operational Research, 1978, 2(6), P. 429–444. Doi:10.1016/0377-2217(78)90138-8
[9] Dastgir, M., Momeni, M., Daneshvar, S., Alinezhad Sarokolaei, M., Analyzing Financial Statements by Using Window Data Envelopment Analysis Model (Output Oriented BCC) Evidence from Iran, Journal of Basic and Applied Scientific Research, 2012, 2(12), P. 12049-12055 (in Persian).
[10] Dechow, P.M., Sloan, R.G., Sweeney, A.P., Causes and consequences of earnings manipulation: an analysis of firm’s subject to enforcement actions by the sec, Contemporary Accounting Research, 1996, 13(1), P. 1-36. Doi:10.1111/j.1911-3846.1996.tb00489.x
[11] Deegan, C., Unerman, J., Financial Accounting Theory, McGraw-Hill, 2006.
[12] Desai, M.A., Dharmapala, D., Earnings Management, Corporate Tax Shelters, and Book-Tax Alignment, National Tax Journal, 2009, 62(1), P. 169-186. Doi:10.2139/ssrn.884812
[13] Dibachi, H., Behzadi, M.H., Izadikhah, M., Stochastic multiplicative DEA model for measuring the efficiency and ranking of DMUs under VRS technology, Indian Journal of Science and Technology, 2014, 7 (11), 1765-1773.
[14] Ebrahimi Kordler, A., Zakeri, H., InvestigateEarnings Management Using Asset Sale, Journal of Accounting Research, 2009, 1(3), P. 135-123 (in Persian).
[15] Erickson, M., Hanlon, M., Maydew, E.L., Is There a Link between Executive Equity Incentives and Accounting Fraud? Journal of Accounting Research, 2006, 44(1), P. 113-143. Doi:10.1111/j.1475-679x.20 06.00194.x
[16] Erkut, D., Hatice, D., Measuring the performance of manufacturing firms with super slacks based model of data envelopment analysis: An application of 500 major industrial enterprises in Turkey, European Journal of Operational Research, 2007, 182(3), P. 1412-1432. Doi:10.1016/j.ejor.2006.09.036
[17] Etemadi, H., Shafa Kheybari, N., The Effect of Free Cash Flows on earnings Management and the Role of the Audit Committee in it, Quarterly Financial Accounting, 2011, 3(10), P. 18 - 42 (in Persian).
[18] Färe, R., Knox Lovell, C., Measuring the technical efficiency of production, Journal of Economic Theory, 1978, 19(1), P. 150–162. Doi:10.1016/0022-0531(78)90060-1
[19] Fun, Y., Barua, A., Cready, W.M., Thomas, W.B., Managing Earnings Using Classification Shifting: Evidence from Quarterly Special Items, The Accounting Review, 2010, 5(4), P. 1303–1323. Doi:10.2308/a ccr.2010.85.4.1303
[20] Dr. Goel, S. The Earnings Management Motivation: Accrual Accounting vs. Cash Accounting, Australasian Accounting, Business and Finance Journal, 2016, 10(3), P. 48-66. Doi:10.14453/aabfj.v10i3.4
[21] Hamid, F., Hashim, H.A., Salleh, Z., Motivation for Earnings Management among Auditors in Malaysia. Procedia - Social and Behavioral Sciences, 2012, 65, P. 239–246. Doi: 10.1016/j.sbspro.2012 .11.117
[22] Hemmasi, A., Talaeipour, M., Khademi-Eslam, H., Farzipoor Sean, R., Pourmousa, S. H., Using DEA window analysis for performance evaluation of Iranian wood panels industry, African Journal of Agricultural Research, 2011, 6(7), P. 1802-1806. Doi:10.5897/AJAR10.733
[23] Iatridis, G., Kadorinis, G., Earnings Management and Firm Financial Motives: A Financial Investigation of UK Listed Firms, International Review of Financial Analysis, 2009, 18(4), P. 164-173. Doi :10.1016 /j.irfa.2009.06.001
[24] Iqbal, A. A., Lerme, C.S., Comparative advantage and disadvantage in DEA, Annals of Operations Research, 1997, 73(0), P. 215–232. Doi: 10.1023/A:1018929228294
[25] M., Izadikhah, Improving the Banks Shareholder Long Term Values by Using Data Envelopment Analysis Model, Advances in mathematical finance applications, 2018, 3(2), P. 27 – 41. Doi: 10.22034/amfa.201 8.540829
[26] Jafari, M., Mousavi, M., Performance Analysis and Rating of Insurance Companies Using DEA in Iran C-apital Market, Advances in Mathematical Finance Applications, 2017, 2(3), P. 41-50. Doi: 10.22034 /amf a.2017.533100
[27] khajavi, S., Ghayomi A.,, Jafari, M., Data Envelopment Analysis Technique: A complementary Method for Traditional Analysis of Financial Ratios, Journal of Accounting and Auditing Review, 2010, 17(2), P. 41-56. (in Persian).
[28] Ludwin, W.G., Guthrie, T.L., Assessing Productivity with Data Envelopment Analysis, Public Productivity Review, 1989, 12(4), P. 361-372. Doi:10.2307/3380150
[29] Marai, A., Pavlović, V., Earnings Management VS Financial Reporting Fraud – Key Features For Distinguishing, Economics and Organization, 2013, 10(1), P. 39-47.
[30] Marques, M., Rodrigues, L.L., Craig, R., Earnings management induced by tax planning: The case of Portuguese private firms, Journal of Accounting, Auditing and Taxation, 2011, 20, P. 83-96. Doi:10.1016 /j.intaccaudtax .2011.06.003
[31] McNichols, M.F., Stubben, S.R., Does Earnings McNichols Does Earnings Management Affect Firms’ Investment Decisions? The Accounting Review, 2008, 83(6), P. 1571-1603. Doi:10.2308/accr.2008.83.6.1 571
[32] Mohammadi, A., Dastyar, H., Evaluating Efficiency of Pharmaceutical Companies and Their Ranking via Data Envelopment Window Analysis, Quarterly Journal of Health Accounting, 2013, 2(3), P. 23–39. (in Persian).
[33] Nasr Esfahani, M., Razavi, S.A., A Comparative Study on the Efficiency and Productivity of Automotive Companies by Data Envelopment Analysis (DEA), MODIRIAT-E-FARDA, 2010, 25, P.97-108. (in Persian).
[34] Nouravesh, I., Sepasi, S., Nikbakht, M.R., Investigating Earnings Manipulation in Stock Exchange, Journal of Social Sciences and Humanities of Shiraz University, 2005, 22(2), P. 165-177 (in Persian).
[35] Omar, N., Johari, Z., Amirah Smith, M., Predicting fraudulent financial reporting using artificial neural network, Journal of Financial Crime,2017, 24 (2), P. 362–387. Doi:10.1108/JFC-11-2015-0061
[36] Palmrose, Z.V., An Analysis of Auditor Litigation and Audit Service Quality, The Accounting Review, 1988, 63(1), P. 55- 73.
[37] Palmrose, Z.V., Richardson, V.J., Scholz, S.W., Determinants of market reactions to restatement announcements, Journal of Accounting and Economics, 2004, 37, P.59–89. Doi:10.2139/ssrn.265009
[38] Pastor, J.T., Ruiz, J.L., Sirvent, I., An enhanced DEA Russell graph efficiency measure. European Journal of Operational Research, 1999, 115(3), P. 596–607. Doi:10.1016/s0377-2217(98)00098-8
[39] Perols, J.L., Lougee, B.A., The Relation Between Earnings Management and Financial Statement Fraud, Advances in Accounting Incorporating Advances in International Accounting, 2011, 27(1), P. 39-53. Doi:10.1016/j.adiac.2010.10.004
[40] Sherman, H.D., Ladino, G., Managing Bank Productivity Using Data Envelopment Analysis (DEA), Interfaces, 1995, 25(2), P. 60–73. Doi:10.1287/inte.25.2.60
[41] Spathis, C., Doumpos, M., Zopounidis, C., Detecting falsified financial statements: a comparative study using multicriteria analysis and multivariate statistical techniques, European Accounting Review, 2002, 11(3), P. 509-535. Doi:10.1080/0963818022000000966
[42] Sweeney, A.P., Debt-covenant violations and managers' accounting responses, Journal of Accounting and Economics, 1994, 17( 3), P. 281-308. Doi:10.1016/0165-4101(94)90030-2
[43] Thore, S., Kozmetsky, G., Phillips, F.,DEA of Financial Statements Data: The U.S. Computer Industry, The Journal of Productivity Analysis, 1994, 5, P. 229-248.Doi:10.1007/bf01073909
[44] Tone, K., A Slacks-Based Measure of Super-Efficiency in Data Envelopment Analysis, European Journal of Operational Research, 2002, 143(1), P. 32-41.Doi: 10.1016/S0377-2217(01)00324-1
[45] Wu, H.L., A DEA approach to understand the performance of Taiwan’s steel industries 1970-1996, Asia Pacific Management Review, 2005, 10(6), P. 344-356.
[46] Yaping,N., The Theoretical Framework of Earnings Management LA Structure théorique du management des revenues, Canadian Social Science, 2005, 1(3), P. 32-38. Doi:10.3968/j.css.1923669720050103.004
[47] Yoon, S.S., Miller, G., Earnings management of seasoned equity offering firms in Korea, The International Journal of Accounting, 2002, 37(1), P. 57-78. Doi:10.1016/s0020-7063(02)00140-1
[48] Zimbelman, M.F., Albrecht, C.C.,Forensic Accounting, Canada: South-Western Cengage Learning, 2012.