Impact of Real Manipulation and Tax Compliance on Strategy Model: A Simulative Prediction of The Future Certainty

Muljanto Siladjaja

Abstract


High awareness of obedience and compliance is a fundamental requirement in monitoring going concerned, reflecting a critical role of meaningful accounting information. This research tested earnings quality to measure belief and faith in achieving a sustainable business as optimism and confidence in the better one. The collecting data concerned the listed manufacturing company during 2010-2021, where purposive sampling and moderated regression with dummy variables were to capture the strategy topologies. The causal research observed amounted to 214 companies, illustrating that the number of valid observations has been 1.278 samples. The finding depicts the mapping of the investor reaction to quality accounting information related to this rational decision model in predicting the high future certainty as a positive signal. Bayes Teorema and Decision Tree Model are used to distinguish the prospective company as a highly guaranteed information; the social responsibility of the regulator is to minimize the distortion by implementing the going-private procedure for the low-prospected one; pragmatically, one platform of financial reporting service is to deduct a minimum chance for opportunity accruals. As a new insight into the literature in accounting, this simplex-linear programming has been modified into an innovative portfolio as an artificial intelligence model to maximize each utility.

Keywords


Future Cash Flow Operational To Equity; Real Manipulation Activity; Real Manipulator; Non-Manipulator

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Agustia, D., Muhammad, N. P. A., & Permatasari, Y. (2020). Earnings management, business strategy, and bankruptcy risk: evidence from Indonesia. Heliyon, 6(2). https://doi.org/10.1016/j.heliyon.2020.e03317

Akhter, T., & Kalam, A. (2023). Religiosity and bank earnings management : Revisiting international evidence. China Journal of Accounting Research, 100290. https://doi.org/10.1016/j.cjar.2022.100290

Alipour, M., Ghanbari, M., Jamshidinavid, B., & Taherabadi, A. (2019). The relationship between environmental disclosure quality and earnings quality: a panel study of an emerging market. Journal of Asia Business Studies, 13(2). https://doi.org/10.1108/JABS-03-2018-0084

An, Z., Li, D., & Yu, J. (2016). Earnings management, capital structure, and the role of institutional environments. Journal of Banking and Finance, 68. https://doi.org/10.1016/j.jbankfin.2016.02.007

Arora, S., & Chauhan, Y. (2021). Do earnings management practices define the readability of the financial reports in India? Journal of Public Affairs. https://doi.org/10.1002/pa.2692

Askari, G., Gordji, M. E., & Park, C. (2019). The behavioral model and game theory. Palgrave Communications, 5(1), 1–8. https://doi.org/10.1057/s41599-019-0265-2

Ason, Y. J., Bujang, I., Jidwin, A. P., & Said, J. (2021). A Manifestation of Accounting Conservatism: A Case Study in Malaysia. Journal of Asian Finance, Economics, and Business, 8(2), 365–371. https://doi.org/10.13106/jafeb.2021.vol8.no2.0365

Báez-Díaz, A., & Alam, P. (2012). Tax conformity of earnings and the pricing of accruals. In Review of Quantitative Finance and Accounting (Vol. 40). https://doi.org/10.1007/s11156-012-0275-2

Ball, & Brown. (1968). AN EMPIRICAL EVALUATION OF ACCOUNTING INCOME NUMBERS. Journal Of Accounting Research, 6(2), 159–178. Retrieved from https://doi.org/10.2307/2490232

Bandi. (2012). Finance Perspective versus Accounting Perspective: The Case of Earnings Persistence in Indonesia. International Journal of Economics and Finance, 4(9), 191–199. https://doi.org/10.5539/ijef.v4n9p191

Bao, S. R., & Lewellyn, K. B. (2017). Ownership structure and earnings management in emerging markets—An institutionalized agency perspective. International Business Review, 26(5). https://doi.org/10.1016/j.ibusrev.2017.02.002

Beyer, A., Marinovic, I., & Guttman, I. (2019). Earnings management and earnings quality: Theory and Evidence. The Accounting Review 94(4, 94(4), 77–101. https://doi.org/10.2308/accr-52282

Brigham, Eugene, F, Houston, Joel, F. (2015). Fundamental of Financial Management. Retrieved from https://books.google.co.id/books/about/Fundamentals_of_Financial_Management.html?hl=id&id=7T9-BAAAQBAJ&redir_esc=y

Chen, H. (Amy), & Wu, Q. (2021). Short selling threat and real activity manipulation: Evidence from a natural experiment. Advances in Accounting, 52(100514). https://doi.org/10.1016/j.adiac.2021.100514

Choudhary, P., Koester, A., & Shevlin, T. (2016). Measuring income tax accrual quality. Review of Accounting Studies, 21(1), 89–139. https://doi.org/10.1007/s11142-015-9336-9

Damodaran, A. (2012). Investment Valuation: Second Edition. ITM University Bus Stand, Shyam Plaza LIC Road Near New, Pandri, Raipur, Chhattisgarh 492001, India, 1–1372. https://doi.org/10.1016/B978-0-7020-2797-0.00001-1

Dang, H. N., & Pham, C. D. (2022). The effects of earning quality on sustainable reports: an empirical study from Vietnam. Economic Research-Ekonomska Istrazivanja , 35(1), 6705–6722. https://doi.org/10.1080/1331677X.2022.2053360

Datta, S., Iskandar-Datta, M., & Singh, V. (2013). Product market power, industry structure, and corporate earnings management. Journal of Banking and Finance, 37(8), 3273–3285. https://doi.org/10.1016/j.jbankfin.2013.03.012

Deb, R. (2019). Accounting Theory Coherence Revisited. Management and Labour Studies, 44(1), 36–57. https://doi.org/10.1177/0258042X18823134

Delgado, F. J., Rodríguez, E. F., Fernández, R. G., Landajo, M., & Arias, A. M. (2023). Tax avoidance and earnings management : a neural network approach for the largest European economies. Financial Innovation, 9(19), 1–25. https://doi.org/10.1186/s40854-022-00424-8

Dempster, G. M., & Oliver, N. T. (2019). Financial Market Pricing of Earnings Quality : Evidence from a Multi-Factor Return Model. Open Journal Of Business and Management, 7, 312–329. https://doi.org/10.4236/ojbm.2019.71021

Dichev, I., Graham, J., Harvey, C. R., & Rajgopal, S. (2016). The misrepresentation of earnings. Financial Analysts Journal, 72(1), 22–35. https://doi.org/10.2469/faj.v72.n1.4

Dmitrovi, L., & Suljovi, E. (2017). Strategic management accounting in the Republic of Serbia. Economic Research-Ekonomska Istraživanja, 30(1), 1–11. https://doi.org/10.1080/1331677X.2017.1392884

Duy, N. V., & Tran, T. Q. (2020). The influence of international standards on SME tax compliance in Vietnam. Finance Research Letters. https://doi.org/10.1016/j.frl.2020.101750

Eckert, C., & Hohberger, J. (2022). Addressing Endogeneity Without Instrumental Variables : An Evaluation of the Gaussian Copula Approach for Management Research. Journal of Management 1–36, I–36, 14–28. https://doi.org/10.1177/01492063221085913

Eldomiaty, T., Saeed, Y., Hammam, R., & AboulSoud, S. (2020). The associations between stock prices, inflation rates, interest rates are still persistent: Empirical evidence from stock duration model. Journal of Economics, Finance, and Administrative Science, 25(49), 149–161. https://doi.org/10.1108/JEFAS-10-2018-0105

ElHawary, E., Elbolok, R., & Elghateet, S. (2022). Does IFRS convergence affect earnings quality and market volatility? Corporate and Business Strategy Review, 3(1), 64–84. https://doi.org/10.22495/cbsrv3i1art7

Eng, L. L., Fang, H., Tian, X., Yu, T. R., & Zhang, H. (2019). Financial crisis and real earnings management in family firms: A comparison between China and the United States. Journal of International Financial Markets, Institutions, and Money, 59. https://doi.org/10.1016/j.intfin.2018.12.008

Ezat, A. N. (2019). The Impact Of Earnings Quality On The Association Between Readability And Cost Of Capital: Evidence From Egypt. Journal of Accounting in Emerging Economies, 9.

Fan, Z., Radhakrishnan, S., & Zhang, Y. (2021). Corporate Governance and Earnings Management: Evidence from Shareholder Proposals*. Contemporary Accounting Research, 38(2), 1434–1464. https://doi.org/10.1111/1911-3846.12640

Felix, I. E. (2022). Accounting Information and Value Relevance : A Quinquennial Comparison of Pre- and Post-IFRS Adoption of Listed Firms in Nigeria and South Africa. Modern Economy, 13, 1006–1023. https://doi.org/10.4236/me.2022.137053

Franklin, A., & Morris, S. (2002). Game Theory Models In Finance (pp. 17–48). pp. 17–48. Retrieved from https://finance.wharton.upenn.edu/~allenf/download/crises/Allen-Morris.pdf

Garel, A., Martin-Flores, J. M., Petit-Romec, A., & Scott, A. (2021). Institutional investor distraction and earnings management. Journal of Corporate Finance, 66. https://doi.org/10.1016/j.jcorpfin.2020.101801

Gorji, M. R., Ghodrati, H., Arabzadeh, M., & Panahian, H. (2023). Investigating the effect of earnings quality on the company s trade credit with an emphasis on the moderating role of accounting information comparability Keywords : International Journal of Finance and Managerial Accounting, 8(29), 133–146. Retrieved from https://ijfma.srbiau.ac.ir/article_21130_300fa36b144200dfaed7d88daa2c6c99.pdf

Gujarati, D. N. (2011). Basic Econometrics, 3rd ed.. New York: McGraw-Hill Co. In Science. https://doi.org/10.1126/science.1186874

Hair, J. J., Black, W. C., Babin, B. J. ., & Anderson, R. (2010). Multivariate Analysis : Global Perspective”, Seventh Edition, 2010, Upper Saddle River New Jersey : Pearson Prentice Hall.

Heizer, Jay, Render, Barry dan Munson, C. (2017). Operations Management : Sustainability and Supply Chain Management”. 11th. Prentice Hall, New Jersey.

Hill, A. D., Johnson, S. G., Greco, L. M., & Walter, S. L. (2021). Endogeneity : A Review and Agenda for the Methodology-Practice Divide Affecting Micro and Macro Research. Journal of Management Vol., 47(Vol. 47 No. 1, January 2021 105 –143), 105–143. https://doi.org/10.1177/0149206320960533

Hutton, A. P., & Stocken, P. C. (2021). Prior Forecasting Accuracy and Investor Reaction to Management Earnings Forecasts. Journal of Financial Reporting, 6(1), 87–107. https://doi.org/10.2308/jfr-2020-005

Idris, M., Siam, Y. A., Qabajeh, M., & Eitah, R. A. (2022). Managerial Ownership and Accruals Earnings Management Theoretical Framework : Central European Management Journal, 30(4 (2022)), 2076–2081. Retrieved from 10.57030/23364890.cemj.30.4.214

IDX, I. S. E. (2021). Digital Capabilities To Advance Further. Laporan Tahunan 2020-2021 Annual Report, 434.

Ifada, L. M., & Wulandari, N. (2015). The effect of deferred tax and tax planning toward earnings management practice : an empirical study on non-manufacturing companies listed in Indonesia Stock Exchange from 2008 to 2012. International Journal of Organizational Innovation (Online), 8(1), 155–171.

Islam, M. R., Haque, M. Z., & Moutushi, R. H. (2022). Earnings quality and financial flexibility : a moderating role of corporate governance. Cogent Business & Management, 9(1). https://doi.org/10.1080/23311975.2022.2097620

Jacob, M., & Schütt, H. H. (2019). Firm Valuation and the Uncertainty of Future Tax Avoidance. European Accounting Review, 29(3), 409–435. https://doi.org/10.1080/09638180.2019.1642775

Jeong, B. K., & Sohn, B. C. (2013). Real Earnings Management And Cost Of Capital. Journal. Accounting. Public Policy, 32(6), 518–543. Retrieved from https://doi.org/10.1016/S2212-5671(13)00222-0

Jeong, K. H., & Choi, S. U. (2019). Does Real Activities Management Influence Earnings Quality and Stock Returns in Emerging Markets? Evidence from Korea. Emerging Markets Finance and Trade, 55(12), 2834–2850. https://doi.org/10.1080/1540496X.2018.1535970

Kahneman, D., & Thaler, R. H. (2006). Anomalies: Utility maximization and experienced utility. Journal of Economic Perspectives, 20(1), 221–234. https://doi.org/10.1257/089533006776526076

Kaplan, M. (1996). Decision Theory as Philosophy. Retrieved from https://doi.org/10.1017/CBO9780511804847

Khotari, S. . (2001). Capital Markets Research In Accounting. Journal of Accounting and Economics 31 (2001) ., 31, 105–231.

Khuong, N. V., Anh, L. H. T., & Van, N. T. H. (2022). Firm life cycle and earnings management: The moderating role of state ownership. Cogent Economics & Finance, 10(1). https://doi.org/10.1080/23322039.2022.2085260

Kothari, S. P., Mizik, N., & Roychowdhury, S. (2016). Managing for the moment: The role of earnings management via real activities versus accruals in SEO valuation. Accounting Review, 91(2), 100855. https://doi.org/10.2308/accr-51153

Kothari, S. P. P. (2001). Capital markets research in. Journal of Accounting and Economics, 31, 105–231. Retrieved from http://www.sciencedirect.com/science/article/pii/S0165410101000301

Lebert, S. (2019). Rounding up performance measures in German firms : Earnings cosmetics or earnings management on a larger scale ? Rounding up performance measures in German firms : Earnings cosmetics or earnings management on a larger scale ? SSRN Electronic Journal, (September). Retrieved from http://dx.doi.org/10.2139/ssrn.2882741

Lei, P. W., & Gu, G. T. (2016). Business strategy, market competition, and earnings management. Chinese Management Studies, 9(3), 401–424. Retrieved from http://dx.doi.org/10.1108/CMS-12-2014-0225

Li, V. (2019). The effect of real earnings management on the persistence and informativeness of earnings. British Accounting Review, 51(4), 402–423. https://doi.org/10.1016/j.bar.2019.02.005

Li, Y., Li, X., Xiang, E., & Geri Djajadikerta, H. (2020). Financial distress, internal control, and earnings management: Evidence from China. Journal of Contemporary Accounting and Economics, 16(3). https://doi.org/10.1016/j.jcae.2020.100210

Liu, H., & Lee, H. A. (2019). The effect of corporate social responsibility on earnings management and tax avoidance in Chinese listed companies. International Journal of Accounting and Information Management, 27(4), 632–652. https://doi.org/10.1108/IJAIM-08-2018-0095

Mangala, D., & Isha. (2017). a Brief Mapping of Earnings Management. Journal of Accounting Research, 6(20), 19–28.

Mansor, N., Izani, S., & Salleh, M. (2022). The Effectiveness of Risk Management Committee Attributes and Real Earnings Management : Empirical Evidence from Malaysia. Journal of Positive School Psychology, 6(6), 10570–10585. Retrieved from http://journalppw.com

Martínez-Ferrero, J., Banerjee, S., & García-Sánchez, I. M. (2016). Corporate Social Responsibility as a Strategic Shield Against Costs of Earnings Management Practices. Journal of Business Ethics, 133(2), 305–324. https://doi.org/10.1007/s10551-014-2399-x

Mehrani, S., Moradi, M., & Eskandar, H. (2017). Institutional Ownership Type and Earnings Quality: Evidence from Iran. Emerging Markets Finance and Trade, 53(1), 54–73. https://doi.org/10.1080/1540496X.2016.1145114

Mensah, E., & Boachie, C. (2023). Corporate governance mechanisms and earnings management: The moderating role of female directors. Cogent Business and Management, 10(1). https://doi.org/10.1080/23311975.2023.2167290

Miiller, D., & Martinez, A. (2016). Book-Tax Difference, Earnings Management and Bond Ratings in the Brazilian Market. Revista Universo Contábil, 91–109. https://doi.org/10.4270/ruc.2016323

Mirza, A., & Campus, M. (2022). Value Relevance of Financial Information in Malaysian Listed Firms : Real Earnings Management’s Perspective. Journal of Accounting and Finance in Emerging Economies, 8(1), 227–238.

Mohd, M., Alam, K. P., Mohamed, K., Daher, A., & Hasnan, S. (2022). Historical Earnings, Accrual Accounting, And Future Cash Flows : A Keyword s. The Economics and Finance Letters, 9(2), 125–138. https://doi.org/10.18488/29.v9i2.3056

Nguyen, T. T. H., & Ibrahim, Salma, and Giannopoulos, G. (2022). Detecting Earnings Management : A Comparison Of Accrual And Real Earnings Manipulation Models. Journal of Applied Accounting Research, (https://eprints.kingston.ac.uk/view/divisions/kukbs/). Retrieved from https://eprints.kingston.ac.uk/id/eprint/52100/1/Nguyen-T-52100-AAM.pdf

Ntokozi, A., Tzovas, C. A., & Chalevas, C. G. (2022). Earnings management during financial crisis : The case of Greece Keywords : Accounting and Management Information Systems, 21(2), 200–219. Retrieved from doi: http://dx.doi.org/10.24818/jamis.2022.02003

Osegbue, I. F., Nweze, A., Ifurueze, M., & Nwoye, C. M. (2018). Effects of tax sheltering on earnings management in Nigeria. Research Papers in Economics and Finance, 3(2), 45–69. https://doi.org/10.18559/ref.2018.2.5

Perotti, P., & Wagenhofer, A. (2014). Earnings quality measures and excess returns. Journal of Business Finance and Accounting, 41(5–6), 545–571. https://doi.org/10.1111/jbfa.12071

Petera, P., Wagner, J., & Šoljaková, L. (2020). Strategic management accounting and strategic management : The mediating effect of performance evaluation and rewarding. International Journal Of Industrial Engineering and Management, 11(2), 116–133. Retrieved from: http://doi.org/10.24867/IJIEM-2020-2-258

Ping, K. (2016). Do Investors Price Accruals Quality for Firms Charged with Poor Reporting ?. Literature Review And Hypothesis Development, 7(1), 2–23. Retrieved from https://www.proquest.com/openview/e63ab843ed471677941d4dc225b8917a/1?cbl=2031969&pq-origsite=gscholar

Pompili, M., & Tutino, M. (2019). Fair Value Accounting And Earning Management : The Impact Of Unobservable Inputs On Earning Quality. Evidence From The US. Control Ownership & Control, 16(2), 8–18. https://doi.org/10.22495/cocv16i2art1

Ramalingegowda, S., Utke, S., & Yu, Y. (2021). Common Institutional Ownership and Earnings Management*. Contemporary Accounting Research, 38(1), 208–241. https://doi.org/10.1111/1911-3846.12628

Rezaee, Z., & Tuo, L. (2019). Are the Quantity and Quality of Sustainability Disclosures Associated with the Innate and Discretionary Earnings Quality? Journal of Business Ethics, 155(3). https://doi.org/10.1007/s10551-017-3546-y

Ryu, H., & Chae, S. J. (2014). The effect of book-tax conformity on the use of accruals: Evidence from Korea. Journal of Applied Business Research, 30(3), 753–762.

Sakaki, H., Jory, S., & Jackson, D. (2021). Institutional investors’ ownership stability and their investee firms’ equity mispricing. North American Journal of Economics and Finance, 57. https://doi.org/10.1016/j.najef.2021.101440

Sanusi, F., Januarsi, Y., Purbasari, I., & Akhmadi. (2023). The discipline vs complement role of product market competition and market power: Evidence from real earnings management in an emerging market. Cogent Business and Management, 10(1). https://doi.org/10.1080/23311975.2023.2170072

Scott, W. R. (2016). Financial Accounting Theory. Retrieved from https://books.google.co.id/books/about/Financial_Accounting_Theory.html?hl=id&id=76epLQAACAAJ&redir_esc=y

Sekaran, U., & Bougie, R. (2016). Research Methods for Business : A Skill Building Approach (7th edition; 2016) Wiley; 7th edition (June 27, Ed.). Retrieved from https://www.wiley.com/en-us/Research+Methods+For+Business%3A+A+Skill+Building+Approach%2C+7th+Edition-p-9781119266846

Siekelova, A., Androniceanu, A., Durana, P., & Michalikova, K. F. (2020). Earnings management (Em), initiatives and company size: An empirical study. Acta Polytechnica Hungarica, 17(9), 41–56. https://doi.org/10.12700/aph.17.9.2020.9.3

Srivastava, A. (2019). Improving the measures of real earnings management Content courtesy of Springer Nature , terms of use apply . Rights reserved . Content courtesy of Springer Nature , terms of use apply . Rights reserved . 1277–1316.

Suresh, N., & Pooja, M. (2020). A study on Determinants of Dividend Policy and its Impact on Financial Performances : A Panel Data Analysis for Indian Listed Firms. Journal of Seybold Report, 15(8), 2791–2799. Retrieved from https://app.box.com/s/ab7vvhn5cdykq2cskmb9yrjjukex81au

Trippi, R. R., & Lee Jae, K. (1996). Artificial Intelligence in Finance Investing : State of the Art Technologies for Securities Selection and Portfolio Management. Wayne Mc Guirt Times Mirror Higher Education Group.

Uzezi, M. (2022). TAX PLANNING STRATEGIES AND EARNINGS MANAGEMENT OF LISTED MANUFACTURING FIRMS IN NIGERIA. African Journal of Business and Economic Development, 2(11), 58–71. Retrieved from www.ijaar.org/ajbed

Wang, Q., Zhai, A., Pang, Q., Wang, H., & B, X. C. (2023). Information Disclosure Quality , Earnings Management and Stock Price Cash Risk : Evidence from China. Information Disclosure Quality, Earnings Management, 1(AEBMR 664), 622–633. https://doi.org/10.2991/978-94-6463-054-1

Wang, R., & Li, L. (2020). Dynamic relationship between the stock market and macro economy in China (1995–2018): new evidence from the continuous wavelet analysis. Economic Research-Ekonomska Istrazivanja, 33(1), 521–539. https://doi.org/10.1080/1331677X.2020.1716264

Wang, T. S., Lin, Y. M., Werner, E. M., & Chang, H. (2018). The relationship between external financing activities and earnings management: Evidence from enterprise risk management. International Review of Economics and Finance, 58, 312–329. https://doi.org/10.1016/j.iref.2018.04.003

Yorke, S. M., Amidu, M., & Agyemin-Boateng, C. (2016). The effects of earnings management and corporate tax avoidance on firm value. International Journal of Management Practice, 9(2), 112–131. https://doi.org/10.1504/IJMP.2016.076741

Zarowin, P. (2015). Estimation of Discretionary Accruals and the Detection of Earnings Management. Oxford Handbooks Online, (September 2016), 1–20. https://doi.org/10.1093/oxfordhb/9780199935406.013.20




DOI: http://dx.doi.org/10.56444/mem.v38i2.3781

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