Emotional Analysis of Accounting Financial Statements and the Effect of Auditor's Opinion on the Method of Presenting the Audit Report

Document Type : Research

Author
PhD student in Accounting, Noor University, Noor Branch, Mazandaran Province, Iran.
Abstract
The present study aims to examine the impact of emotional sentiment analysis of accounting financial statements on the type of auditor’s opinion, as well as the mediating role of accounting behavior and auditor feedback in this relationship. The main motivation for this research stems from the fact that the tone and emotional content of financial reports can distort stakeholders’ perceptions, conceal financial realities, and increase the likelihood of corporate scandals. The statistical population of the study included all companies listed on the Tehran Stock Exchange during the period 2014–2024, and a sample of 150 audited financial statements from private companies was selected through stratified random sampling. Research data were collected using a standardized questionnaire and content analysis of financial statement texts, and analyzed using structural equation modeling and EViews software. The findings revealed that the emotional tone of financial statements has a positive and significant effect on the auditor’s opinion; meaning that the stronger the emotional tone, the higher the likelihood of a qualified or adverse audit report. In addition, accounting behavior (β = 0.41) and auditor feedback (β = 0.37) both had significant effects on the type of auditor’s opinion. The interactive effect of emotional tone and auditor feedback was also positive and significant (β = 0.22), indicating that auditor feedback can moderate the impact of emotional tone on the audit outcome, although it does not entirely eliminate this effect. These results highlight the necessity of controlling emotional biases in financial reporting between accountants and auditors.
Keywords
Subjects

Abdi, S., & Soroushyar, A. (2025). The effect of anti-money laundering regulations on earnings management: evidence of Iran. Journal of Financial Reporting and Accounting, 23(1), 371-386. [In Persian] https://doi.org/10.1108/JFRA-04-2022-0119
Aborisade, R. A., Ocheja, A., & Okuneye, B. A. (2024). Emotional and financial costs of online dating scam: A phenomenological narrative of the experiences of victims of Nigerian romance fraudsters. Journal of Economic Criminology, 3, 100044. https://doi.org/10.1016/j.jeconc.2023.100044
Ahadzadeh, M., & Vakilifard, M. (2025). A review of International Financial Reporting Standards in Iran and its effect on the quality of accounting financial statements. International Journal of Finance & Managerial Accounting, 10(39), 119-138. [In Persian] https://doi.org/10.30495/ijfma.2023.73601.2020
ALbawwat, I. E., Al-Hajaia, M. E., & AL FRIJAT, Y. S. (2021). The Relationship Between Internal Auditors' Personality Traits, Internal Audit Effectiveness, and Financial Reporting Quality: Empirical Evidence from Jordan. The Journal of Asian Finance, Economics and Business, 8(4), 797-808. https://doi.org/10.13106/jafeb.2021.vol8.no4.0797
Ashtiani, M. N., & Raahemi, B. (2021). Intelligent fraud detection in financial statements using machine learning and data mining: a systematic literature review. Ieee Access, 10, 72504-72525. [In Persian] https://doi.org/10.1109/ACCESS.2021.3096799
Behnampour, M., Hashemi Dehchi, M., & Izadinia, N. (2023). Financial Statement Comparability and Managers' Use of Corporate Resources. Journal of Accounting Knowledge, 14(1), 51-69. [In Persian] https://doi.org/10.22103/jak.2022.18709.3639
Birjandi, H., Fathi, Z. and Birjandi, M. (2025). Behavioral Analysis of the Capital Market Reaction to Financial Restatements with Emphasis on the Psychological Dimensions of Investors. Strategic Management Accounting, 2(4), 92-113. [In Persian] https://doi.org/10.22034/smajournal.2026.543036.1127
El Bachir, M. M., Mili, K., Bengana, I., & Benaouali, I. (2024). Predicting financial failure in Algerian public insurance companies using the Kida model. Journal of Applied Data Sciences, 5(2), 508-519. https://doi.org/10.47738/jads.v5i2.212
Golmohammadi Shuraki, M., Pourheidari, O., & Azizkhani, M. (2021). Accounting comparability, financial reporting quality and audit opinions: evidence from Iran. Asian Review of Accounting, 29(1), 42-60. [In Persian] https://doi.org/10.1108/ARA-06-2020-0087
Grossi, G., Biancone, P. P., Secinaro, S., & Brescia, V. (2021). Dialogic accounting through popular reporting and digital platforms. Meditari Accountancy Research, 29(7), 75-93. https://doi.org/10.1108/MEDAR-01-2021-1163
Haji Mohammadi Aghkand,A. and Shahbazi niya,M. S. (2025). Examining the Role of Corporate Governance in Controlling Strategic Deviation and Optimizing the Debt Maturity Structure of Companies. Strategic Management Accounting, 2(4), 67-91. [In Persian] https://doi.org/10.22034/smajournal.2026.552930.1174 
Hajek, P., & Munk, M. (2023). Speech emotion recognition and text sentiment analysis for financial distress prediction. Neural Computing and Applications, 35(29), 21463-21477. https://doi.org/10.1007/s00521-023-08470-8
Hamilton, L., Elliott, D., Quick, A., Smith, S., & Choplin, V. (2023). Exploring the use of AI in qualitative analysis: A comparative study of guaranteed income data. International journal of qualitative methods, 22, 16094069231201504. https://doi.org/10.1177/16094069231201504
Li, S., Shi, W., Wang, J., & Zhou, H. (2021). A deep learning-based approach to constructing a domain sentiment lexicon: a case study in financial distress prediction. Information Processing & Management, 58(5), 102673. https://doi.org/10.1016/j.ipm.2021.102673
Nemati, Z., Mohammadi, A., Bayat, A., & Mirzaei, A. (2024). Financial Ratios and Efficient Classification Algorithms for Fraud Risk Detection in Financial Statements. International Journal of Industrial Mathematics, 16(1). [In Persian]https://doi.org/10.30495/ijim.2023.72769.1663
Nemati, Z., Mohammadi, A., Bayat, A., & Mirzaei, A. (2024). Predicting fraud in financial statements using supervised methods: An analytical comparison. International Journal of Nonlinear Analysis and Applications, 15(8), 259-272. [In Persian]https://doi.org/10.22075/ijnaa.2023.30713.4471
Nemati, Z., Mohammadi, A., Bayat, A., & Mirzaei, A. (2025). Fraud Prediction in Financial Statements through Comparative Analysis of Data Mining Methods. International Journal of Finance & Managerial Accounting, 10(38), 151-166. https://doi.org/10.30495/ijfma.2023.71866.1981
Nobakht, Y. (2024). Critical Analysis of the Publication Process of Articles in the Accounting on the Consequences of the COVID-19 Pandemic in Iran: A bibliometric Analysis. Journal of accounting knowledge, 15(4), 101-114. [In Persian] https://doi.org/10.22103/jak.2024.22139.3942
Pinatik, S. (2021). The effect of auditor's emotional intelligence, competence, and independence on audit quality. International Journal of Applied Business and International Management, 6(2), 55-67. https://doi.org/10.32535/ijabim.v6i2.1147
Pizzi, S., Del Baldo, M., Caputo, F., & Venturelli, A. (2022). Voluntary disclosure of Sustainable Development Goals in mandatory non‐financial reports: The moderating role of cultural dimension. Journal of International Financial Management & Accounting, 33(1), 83-106. https://doi.org/10.1111/jifm.12139
Rajabalizadeh, J. (2025). Corporate culture's influence on the transparency of financial reporting in Iran: an in-depth analysis of readability and tone. Journal of Applied Accounting Research, 26(6), 47-85. [In Persian] https://doi.org/10.1108/JAAR-02-2024-0074
Repenning, N., Löhlein, L., & Schäffer, U. (2022). Emotions in accounting: A review to bridge the paradigmatic divide. European Accounting Review, 31(1), 241-267. https://doi.org/10.1080/09638180.2021.1908906
Rezaei, M., & Heydari, E. (2021). Exploring the effect of accounting information on systematic risk: an empirical evidence of Tehran stock exchange. International Journal of Economics and Management Engineering, (A), N-A. [In Persian]https://www.researchgate.net/publication/352246554_Exploring-the-Effect-of-Accounting-Information-on-Systematic-Risk-An-Empirical-Evidence-of-Tehran-Stock-Exchange
Tarighi, H., Hosseiny, Z. N., Abbaszadeh, M. R., Zimon, G., & Haghighat, D. (2022). How do financial distress risk and related party transactions affect financial reporting quality? Empirical evidence from Iran. Risks, 10(3), 46. [In Persian] https://doi.org/10.3390/risks10030046
Xiao, J., Wang, J., Bao, W., Deng, T., & Bi, S. (2024). Application progress of natural language processing technology in financial research. Financial Engineering and Risk Management, 7(3), 155-161. https://dx.doi.org/10.23977/ferm.2024.070320
Yan, H. (2024). Environmental information disclosure, earnings quality and the Readability and Emotional Tendencies of Management Discussion and Analysis. Finance Research Letters, 60, 104913. https://doi.org/10.1016/j.frl.2023.104913
Yulianti, Y., Zarkasyi, M. W., Suharman, H., & Soemantri, R. (2024). Effects of professional commitment, commitment to ethics, internal locus of control and emotional intelligence on the ability to detect fraud through reduced audit quality behaviors. Journal of Islamic Accounting and Business Research, 15(3), 385-401. https://doi.org/0.1108/JIABR-02-2021-0076
Zabihzadeh,A. , Taghavi,S. R. and Rajaeian,G. (2025). The effect of ownership structure on corporate organizational capital. Strategic Management Accounting, 2(4), 114-137. [In Persian] https://doi.org/10.22034/smajournal.2026.544083.1131