The Ability of Elliott Waves Theory to Predict the Information Content of Accounting Profit
محورهای موضوعی : Financial Engineering
Hossein Alizadeh
1
,
Majid Zanjirdar
2
,
Gholamali Haji
3
1 - Department of Finance, Arak branch, Islamic Azad University, Arak, Iran
2 - Department of Finance, Arak Branch, Islamic Azad University, Arak, Iran
3 - Department of Economics, Arak Branch, Islamic Azad University, Arak, Iran.
کلید واژه: Elliott Waves Theory , Profit Information Content(PIC), Insider Trading, Confidential Information,
چکیده مقاله :
This study intends to investigate the ability of Elliott Waves Theory (EWT) to predict the information content of accounting profit before its announcement in companies listed on the Tehran Stock Exchange from 1394 to 1399(Iranian calendar). The present study is applied research in terms of the result’s implementation and to collect the data required for the research, the information site of the publishers of Tehran Stock Exchange and Rahavard Novin software and for receiving Elliot Waves signals Advanced GET software has been used. Earnings information content was measured through the test of the relationship between earnings and abnormal returns based on the Portetti model [20]. In order to calculate the abnormal returns, the Zebrowski comprehensive return relationship was used. Finally, the effect of two variables, company size and type of industry, on the ability to predict information content is considered. The results showed that the quarterly profits announced by companies have information content, and EWT can predict profit information content before announcing it. In this regard, company size and industry type do not affect Elliott Waves’ ability to predict profit information content.
This study intends to investigate the ability of Elliott Waves Theory (EWT) to predict the information content of accounting profit before its announcement in companies listed on the Tehran Stock Exchange from 1394 to 1399(Iranian calendar). The present study is applied research in terms of the result’s implementation and to collect the data required for the research, the information site of the publishers of Tehran Stock Exchange and Rahavard Novin software and for receiving Elliot Waves signals Advanced GET software has been used. Earnings information content was measured through the test of the relationship between earnings and abnormal returns based on the Portetti model [20]. In order to calculate the abnormal returns, the Zebrowski comprehensive return relationship was used. Finally, the effect of two variables, company size and type of industry, on the ability to predict information content is considered. The results showed that the quarterly profits announced by companies have information content, and EWT can predict profit information content before announcing it. In this regard, company size and industry type do not affect Elliott Waves’ ability to predict profit information content.
[1] Afshari Rad, E, Alavi, S., and Sinaei, H., Intelligent model for stock price forecasting using technical analysis methods, Financial Research Quarterly, 2018; 20(2):249-264. Doi:10.22059/FRJ.2018.233763.1006452
[2] Akhgar et al., Examining the information content of the components of the profit and loss statement and the cash statement, Journal of Financial Accounting, 2009; (3): 63-86 ,(In Persian).
[3] Allahyari, S. R., Using Fibonacci numbers to forecast the stock market, International Journal of Management Science and Engineering Management, 2012; : 268-279. Doi:10.1080/17509653.2012.10671232
[4] Arab Mazar Y., and Jamalianpour, Comparison of information content and usefulness of 3-, 6- and 9-month interim profit and loss statements in Tehran Stock Exchange, Financial Accounting Research, 2010: 4(6).(In Persian).
[5] Ballings, M., et al., Evaluating multiple classifiers for stock price direction prediction, Expert Systems with Applications, 2015; 42(20):7046-7056 . Doi:10.1016/j.eswa.2015.05.013
[6] Beaver et al., Increased Market Response to Earnings Announcements in the 21st Century: An Empirical Investigation, Journal of Accounting and Economics, 2020; Doi:10.1016/j.jacceco.2019.101244
[7] Beaver et al., The information content of earnings announcements: new insights from intertemporal and cross-sectional behavior, Journal of Accounting and Economics, 2018; 23: 95-135. Doi:10.1007/s11142-017-9417-z
[8] Davoudabadi, M., Mehrabanpour, M., Comparing Relative and Additive Contents of Return with Cash Recovery Rate, Advances in Mathematical Finance and Application, 2017; 2(1): 21-39 . Doi:10.22034/AMFA.2017 .529059
[9] Dogra et al, Is the worst of the COVID-19 global pandemic yet to come? Application of financial mathematics as candidate predictive tools, Translational Psychiatry, 2021; 11. Doi:10.1038/s41398-021-01429-0
[10] Duan, Huiming et al, Elliott wave theory and the Fibonacci sequence-gray model and their application in Chinese stock market, Journal of Intelligent & Fuzzy Systems, 2018; (34) 3: 1813-1825. Doi: 10.3233/JIFS-17108
[11] Drobetz, W., Kammermann, M., Wälchli, U., Long-Term Performance of Initial Public Offerings: The Evidence for Switzerland, Schmalenbach Business Review, 2005; 57: 253-275. Doi: 10.1007/BF03396716
[12] Eugenio D. A., Grimaldi G., The Effectiveness of the Elliott Waves Theory to Forecast Financial Markets: Evidence from the Currency Market, International Business Research, Canadian Center of Science and Education, 2017; 10(6):1-18. Doi: 10.5539/ibr.v10n6p1
[13] Faraji, O. et. al. ,Institutional Ownership, Business Cycles and Earnings in formativeness of Income Smoothing: Evidence from Iran, Advances in Mathematical Finance and Application, 2021; 6(2):303-319. Doi: 10.22034/AMFA.2020.1892989.1374
[14] Güngör Gündüz , Physical approach to elucidate stability and instability issues, and Elliott waves in financial systems: S & P-500 index as case study, Quantitative Finance and Economics, 2021; (95) :163-197. Doi: 10.3934/QFE.2021008
[15] G. S. Atsalakis, Dimitrakakis E. M., and Zopounidis C. D., Elliott Waves Theory and neuro-fuzzy systems, in stock market prediction: The WASP system, Expert Systems with Applications, 2011;(38) : 9196–9206. Doi:10.1016/j.eswa.2011.01.068
[16] Kamravafar M., Hashemi K., Recognize the main variables affecting the total capital market index of Iran and its modeling using artificial neural networks and comparing the results with technical analysis and Elliott waves, Financial Engineering and Securities Management, 2017; 8(30): 169-184,(in Persian).
[17] L.X. Wang, An Empirical Analysis of Eliot Waves Theory in China ‘s Futures Market, China’s Foreign Investment, 2012; 4: 253–254. Doi:10.1061/9780784480274.137
[18] Mokhtari K. D.; Gholami J. R., Effect of Conservative Reporting on Investors' Opinion Divergence at the Time of Earnings Announcement, Advances in Mathematical Finance and Application ,2018;3( 2):81-95. Doi: 10.22034/AMFA.2018.540833
[19] Pakbaz et al, Investigating the predictive power of information content of accounting profit announcement by technical analysis signals, Financial Management Perspective, 2017;20: 87-112, (in Persian)
[20] Poretti et al. , Audit committees' independence and the information content of earnings announcements in Western Europe, Journal of Accounting Literature, 2018; 40:29-53 . Doi:10.1016/j.acclit.2017.11.002
[21] Pourzamani, Z.; Rezvani A., M. Comparison of the effectiveness of the combined strategies of technical analysis with the buying and holding method for buying stocks in ascending and descending periods, Quarterly Journal of Financial Research, Securities Analysis, 2017; 33(10): 17-31,(In Persian)
[22] Prechter, R. R., Elliott Wave Analysis. John Wiley & Sons, 2013.
[23] Rahmani, A.; Sarhangi, H., Analysis of Factors Affecting Trading Strategies Based on Stock Returns, Financial Engineering and Securities Management (Portfolio Management), 2011;9 (2): 106-79. Doi:10.22034 /AMFA.2019.1870129.1235
[24] Qaemi M. H., Vatanparast, M. R., Investigating the role of accounting information in reducing information asymmetry in Tehran Stock Exchange, Accounting and Auditing Reviews, 2005;12(41):85 – 103, (In Persian).
[25] Seif , Samira et al , Predicting Stock Market Trends of Iran Using Elliott Wave Oscillation and Relative Strength Index, Financial Research Journal, 2021; 23(1):134-157. Doi:10.22059 /FRJ.2020 .310664.1007072
[26] Salehi et al, The information content of the declared and forecasted earnings per share in explaining the abnormal stock returns, Financial Accounting and Auditing Research, 2014; 6(21): 117 – 140,(In Persian).
[27] Tabar, saeed., Stock Market Prediction Using Elliot Wave Theory and Classification. Faculty of the Graduate College at the University of Nebraska in Partial Fulfillment of Requirements, Information Technology Omaha, 2018; 8(1):1-21. Doi:10.4018/ijban.2021010101
[28] Virtanen et al. Economic policy uncertainty and the information content of earnings announcements: Empirical evidence from the US in 1985-2018, 2020;
[29] Volna, K. et al., Multi-classifier based on Elliott wave’s recognition, Computers & Mathematics with Applications, 2013; 66(2) :213-225. Doi:10.1016/j.camwa.2013.01.012
[30] William R. Scott, Financial Accounting Theory, Library and Archives Canada Cataloguing in Publication ISBN 978-0-13-298466-9,2015, (bound)
[31] Zhang et al., The Power of Firm Fundamental Information in Explaining Stock Returns, Review of Accounting Studies, Forthcoming ,2019, doi: 10.2139/ssrn.3697669
[32] Levin, J., Information and the Market for Lemons, The RAND Journal of Economics,2001; 32(4):657-666 . Doi: 10.2307/2696386
[33] Piotroski, Joseph D ,Roulstone, Darren T., Do insider trades reflect both contrarian beliefs and superior knowledge about future cash flow realizations?, Journal of Accounting and Economics, 2005; 39(1):55-81. Doi: 10.1016/j.jacceco.2004.01.003
[34] Saleh Ardestani, A., Varzaeshkar, H, Investigating and comparing the acquired return due to stock selection based on fundamental analysis and technical analysis in Tehran Stock Exchange, Management Research in Iran, 2015;19 (2), (In Persian).
[35] Trinh R., Ashton T., Evaluating the information content of earnings forecasts, Accounting and Business Research ,2018; 48(6):674-699. Doi: 10.1080/00014788.2017.1415800
[36] Vaghela, Vaidehi, et al, Elliott Wave formation using Hybrid Strategy of Stochastic and ADX Indicators, IOSR Journal of Mathematics, 2021, 12: 17-25. Doi: 10.9790/5933-1204011725
[37] Vaghela, Vaidehi, et al, Elliott Wave formation using combination of CCI and DEMA, IOSR Journal of Mathematics, 2021; 17: 14-21 . Doi: 10.9790/5728-1701011421
[38] Hejazi, Rezvan, et al, The Relationship between the Product Market Competition and Information Asymmetry; Structural Equation Modeling Approach, Journal of Financial Accounting and Auditing ,2021; 13: 119-148 . Doi: 20.1001.1.23830379.1400.13.50.5.2
[39] Ranjbar, H, et al, The Stock Market Reaction to Quarterly Profit Behavior of High-Tech Companies, Journal of Interdisciplinary Studies in the Humanities , 2021; 13:157-184 .Doi: 10.22035/ISIH.2021.373
[40] Nekounam , J. , Zanjirdar, M., Davoodi Nasr,M. , Study of relationship between ownership structure liquidity of stocks of companies accepted in Tehran Stock Exchange, Indian Journal of Science and Technology,2012;5(6): 2840-2845
[41] Mohamadi,M., Zanjirdar,M., On The Relationship Between Different Types Of Institutional Owners And Accounting Conservatism With Cost Stickiness, Journal of Management Accounting and Auditing Knowledge, 2018;7(28): 201-214
[42] Javaheri, M., Zanjirdar, M., The Relationship Between Profit Management and the Performance of Companies Studied in Bourse Securities of Tehran, Productivity Management (Beyond Management),2017;11(42): 197-217
