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Financial reports are the basis of economic decisions that affect organizational interests and shareholders. However, there is a severe research gap concerning the factors affecting the quality of financial information (such as audit report readability and tone). Therefore, considering the importance of presenting high-quality financial information, this study aims to investigate the impact of intellectual capital (IC) and its components on the audit report's readability and tone.

The multivariate regression model tests research hypotheses. Then, hypotheses are tested via a sample of 824 observations of the listed companies on the Tehran Stock Exchange (103 companies) from 2014 to 2021, using the multivariate regression model based on pooled data and fixed effects.

Results determine that customer capital (CC) and structural capital (SC) are likely to influence the audit report tone positively. In general, the IC and human capital (HC) negatively impact auditors' tone. More analyses also document that IC and its CC, HC and SC components positively and significantly affect audit report readability based on two readability indices, including FOG and text length. Finally, findings pertaining to the third readability index (Flesch index) reveal that only HC and SC are robust based on this measurement, whereas the IC and CC have a negative and significant impact on the readability of auditors’ reports.

To the best of the authors’ knowledge, this study is the first to address this issue in emerging markets, and it provides helpful insights for users, analysts and legal institutions regarding IC, which significantly affects audit report readability and tone.

This study aims to provide evidence on the association between abnormal tone and audit fees, as well as between abnormal tone and audit report lag.

This study uses a fixed-effects model to examine the relationship between abnormal positive tone and audit engagement (audit fees and audit report lag). Following Blanco et al., the authors used propensity score matching to examine the robustness of the findings.

Abnormal positive tone affects the audit process. An abnormal positive tone in annual reports is associated with greater audit effort and higher audit fees.

This study contributes to the determinants of audit fees and audit lag by analyzing the impact of an abnormal positive tone on audit engagement. The literature analyzing the determinants of audit engagement often focuses on the quality of non-textual information. This study analyzes the impact of the quality of textual information (measured by abnormal tone) on audit engagement, which provides evidence of the association between textual disclosure and audit.

This paper examines the effect of audit committee (AC) reporting, measured by the tone of audit committee disclosures, in improving financial reporting quality as proxied by earnings management.

The authors focus on the textual properties of AC reports, particularly the tone of AC disclosure, and their impact on financial reporting quality proxied using real and accruals-based earnings management. For additional analysis, the authors use a financial reporting index and matched sample. The analysis is based on a sample of UK FTSE 350 firms.

The analysis suggests that AC reports are not boilerplate but varied in language. The authors find AC reporting is negatively associated with both real and accruals-based earnings management. In our additional tests, the authors find a positive association between financial reporting quality index and reporting tone.

Overall, this paper provides baseline evidence for future research and policy making and reveals that ACs reporting what they have done increases transparency and impacts on reporting quality.

Overall, this paper suggests that the tone of AC reports seems to convey information that affects the communication function of AC reporting and thereby helps to improve reporting quality.

Though the importance of AC disclosures in improving reporting quality is well recognised in policy guidelines and governance recommendations, no study has employed computer-based textual analysis of AC reports and investigated the effect of AC disclosure tone and the role it can play in achieving higher reporting quality.

The purpose of this study is to explore audit procedure disclosures related to key audit risks, during the prior year and the initial year of the COVID-19 outbreak, by reporting on matters published in over 3,000 Australian statutory audit reports during 2019 and 2020.

This study partially uses latent semantic analysis methods to apply textual and readability analyses to external audit reports in Australia. The authors measure the tone of the audit reports using the Loughran and McDonald (2011) approach.

The authors find that 3% of audit procedures undertaken during 2020 were designed to address audit risks associated with the COVID-19 pandemic. As a percentage of total audit procedures undertaken during 2020, the authors find that smaller practitioners reported much less audit procedures related to COVID-19 audit risks than most larger audit firms. Finally, the textual analysis further found differences in the sentiment or tone of words used by different auditors in 2020, but differences in sentiment or tone were not found when 2020 was compared to the prior year 2019.

This study provides early evidence on whether auditors designed audit procedures to deal specifically with audit risks that arose due to the COVID-19 pandemic and on the extent and nature of those audit procedures. The study will help policymakers to better understand whether Key Audit Matters provided informational value to investors during a time of global crisis.

The present study aims to assess the impact of narcissism, self-confidence and auditor's characteristics on audit report readability for companies listed on the Tehran Stock Exchange.

The study’s statistical population comprises firms listed on the Tehran Stock Exchange. The present research used a systematic elimination method, and 1,162 firm-year observations were obtained for seven years from 2012 to 2018. Three variables including auditor tenure, audit fee and audit specialization are used for measuring auditing features. The Fog index is used as a proxy for measuring audit report readability. In addition, in this paper, four regressions, including fixed effects, random effects, pooled and T+1, are used to estimate reliable coefficients.

The findings show a negative and significant relationship between auditor’s characteristics (tenure, fee and specialization) and audit report readability. Moreover, the variables of the auditor’s narcissism, self-confidence and mandatory auditor change have a positive and significant association with audit report readability. This study lends support to the theories of personality disorder and behavioral decision.

Since narcissism and self-confidence are two characteristics that shape an individual’s character and personality, some involved behavioral factors in auditors’ characteristics contribute to their decisions. The effects of these should be detected to enhance the decision-making process. The said factors significantly impact audit report readability. Hence, this paper attempts to assess the effect of the said factors on audit report readability.

The purpose of this paper is to give a comprehensive review and synthesis of automated textual analysis of corporate disclosure to show how the accuracy of disclosure tone has been incremented with the evolution of developed automated methods that have been used to calculate tone in prior studies.

This study have conducted the survey on “automated textual analysis of corporate disclosure and its impact” by searching at Google Scholar and Scopus research database after the year 2000 to prepare the list of papers. After classifying the prior literature into a dictionary-based and machine learning-based approach, this study have again sub-classified those papers according to two other dimensions, namely, information sources of disclosure and the impact of tone on the market.

This study found literature on how value relevance of tone is varied with the use of different automated methods and using different information sources. This study also found literature on the impact of such tone on market. These are contributing to help investor’s decision-making and earnings and returns prediction by researchers. The literature survey shows that the research gap lies in the development of methodologies toward the calculation of tone more accurately. This study also mention how different information sources and methodologies can influence the change in disclosure tone for the same firm, which, in turn, may change market performance. The research gap also lies in finding the determinants of disclosure tone with large scale data.

After reviewing some papers based on automated textual analysis of corporate disclosure, this study shows how the accuracy of the result is incrementing according to the evolution of automated methodology. Apart from the methodological research gaps, this study also identify some other research gaps related to determinants (corporate governance, firm-level, macroeconomic factors, etc.) and transparency or credibility of disclosure which could stimulate new research agendas in the areas of automated textual analysis of corporate disclosure.

Financial reporting decisions are influenced by environmental and individual factors. One environmental factor is the example set by management. Research has shown that the tone at the top is related to financial reporting decisions. However, this does not take into consideration that ethical cues from an employee's supervisor might also be relevant. On an individual basis, people who make unethical financial reporting decisions do not appear to be bad or evil people. So, why do these seemingly “good” people make these decisions? The theory of self-concept maintenance (Mazar et al., 2008) posits that individuals balance the desire to gain by behaving unethically with the desire to maintain a positive self-image by behaving ethically. How one balances these is based on one's ability to rationalize an action as honest, with decisions seen as having an ethical component being more difficult to rationalize. Findings indicate that having one person in a leadership position demonstrate a commitment to ethical behavior is related to more ethical financial reporting decisions, whether that person is at the top or closer to the middle. Additionally, a strong tone at the top is related to perceiving a situation is an ethical dilemma while a strong tune in the middle is not. Last, the authors find that a stronger perception that a situation is an ethical dilemma is associated with more ethical financial reporting decisions when the tune in the middle is controlled for, but not when the tone at the top is controlled for.

Prior research documents that chief executive officer (CEO) characteristics and succession planning affect audit fees. However, whether new CEOs’ media coverage influences audit fees remains unexplored. This study aims to fill this gap by examining whether auditors price media coverage of the new CEO.

The sample comprises 89 US listed firms with CEO turnover over the period 2012–2016, resulting in a total of 445 firm-year observations. Panel data models are used in the analyses.

The results show that audit fees are higher for firms that hire a new CEO covered with more negative media tone. This study further documents that CEO media tone is determined independently of audit pricing, but that the extent of audit fees is positively related to a new CEO covered with more negative media tone, consistent with a sequential media-tone-then-audit-pricing process.

The results of this study should motivate future auditing research to consider the media as an important source of external information. The findings are also relevant to stakeholders who are interested in understanding the relationship between auditors and their clients’ CEOs.

This study contributes to the audit fee literature by providing new evidence that auditors view their clients’ CEO with a negative media tone as requiring greater audit effort and leading to higher risks, due to greater public and regulators’ attention conveyed in news coverage. Moreover, the finding of this study that audit fees are higher for firms that hire a new CEO covered with more negative media tone is novel, and extends Joe’s (2003) empirical finding that negative press coverage increases auditors’ perception of risk.

The authors investigate the impact of disclosure tones and financial risk on the readability of annual reports in the banking sector. The authors also examine the moderating effect of banks' financial risk on the tone–readability relationship.

This study relies on the agency theory and the social psychology theory to formulate its testable hypotheses and explain the empirical findings. It uses a sample of 390 bank-year observations from banks listed in the Gulf Cooperation Council (GCC) Stock Exchanges during the period 2014–2019. It also employs random effect regressions to analyze the data and to examine the reverse causality/endogeneity in order to obtain robust findings.

This study’s results demonstrate that easy (difficult) to read annual reports is significantly associated with positive (negative) tone. Bank managers characterized as “too positive/optimistic” and banks with higher financial risks publish less readable annual reports. The results also show that the interaction between negative tone and a bank's financial risk is inversely associated with reading difficulty, indicating that managers prepare easy text to clarify causes of their banks’ high risks, yet they communicate this easy text with a negative tone that reflects their feelings/emotions towards the financial risks of their banks.

This study’s findings call for the use of a plain English text that bears a neutral tone and urge financial analysts to go beyond the financial aspects of annual reports. They also stimulate policymakers to draft policies, which ensure the presence of audit committee members who possess a broad expertise to uncover the linguistic issues embedded in the annual reports.

To the best of the authors' knowledge, this is the first study dedicated to exploring the tone–readability association in the GCC's banking sector.

This paper aims to examine, through the lens of language expectancy theory (LET), how sustainability assurors use optimism and certainty in possible persuasion attempts. The paper also explores a number of explanatory variables that could offer insights into the use of these verbal tones in sustainability assurance reports.

First, the paper relies on DICTION standard normalised optimism and certainty ranges in conjunction with descriptive statistics to analyse how sustainability assurors use optimism and certainty. Second, the paper uses quantile regression with robust standard errors to investigate the association between the measures of verbal tone used in this study and several possible explanatory variables.

Consistent with LET, the study documents that sustainability assurors exercise caution in using both certainty and optimism in persuasion attempts. The paper also finds that possible explanatory variables significantly associated with optimism include praise, assurance level, legal system and report location. However, reference to sustainability management control (SMC), status of assurance providers, praise, legal system and financial performance appear to explain the use of certainty.

The paper does not, at this stage, claim causality between the two measures of verbal tone, on the one hand, and the possible explanatory variables explored, on the other hand. It rather reports their possible associations. Furthermore, the study only measures reference to management control system and not reliance on it.

The main findings of this study imply that the use of optimism and certainty exhibits likely cautious practice by assurors. Nevertheless, assurors are more likely to use certainty more flexibly and appear more discreet when using optimism.

The findings of this paper also indicate how societal expectations play an important role in ensuring cautious persuasive behaviour by sustainability assurors in using verbal tones within sustainability assurance statements. This suggests that stakeholders may place reliance on attestations expressed in these statements.

The paper represents the first attempt to test LET in sustainability accounting by analysing verbal tones used by sustainability assurance providers. It contributes to the sustainability assurance literature in that it empirically demonstrates how sustainability assurors, as expert communicators, use optimistic tone and verbal certainty in careful persuasion attempts.