Three Essays In Financial Analysts And Corporate Disclosure Using Textual Analysis
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Three Essays In Financial Analysts And Corporate Disclosure Using Textual Analysis
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Author : Zhu Chen
language : en
Publisher:
Release Date : 2021
Three Essays In Financial Analysts And Corporate Disclosure Using Textual Analysis written by Zhu Chen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
"The dissertation consists of two essays in financial analysts and one essay in corporate disclosure, all utilizing textual analysis. In the first essay, I decompose analysts’ estimates of weighted average cost of capital (WACC) into abnormal and expected components using a risk characteristic-based model. I find that the abnormal component predicts future stock returns, especially when combined with EPS and dispersion of EPS forecasts. Additional analysis shows that the abnormal component of WACC predicts underlying firms’ future fundamental performance, particularly for experienced analysts and firms with low information intensity. My findings highlight that the abnormal component of analysts’ WACC estimates is informative. Analysts’ decision process to map their forecast inputs such as EPS forecasts and risk assessment to their investment opinions such as target price and recommendation remains to be a black box in the previous literature. In the second essay, I find that analysts’ estimate of WACC is negatively associated with their target price forecasts. It provides empirical evidence that analysts would rationalize the DCF model. From the investor’s perspective, I find that investors generally overreact to the information in WACC estimates when evaluating analysts’ target price forecasts. The extent of the overreaction depends on whether target price changes are conflicted by WACC changes. In light of psychological theories, I provide empirical evidence that when the investors' optimistic verifiable expectation is rejected, they switch to the unverifiable component - WACC for information. At last, I show similar empirical evidence for analyst recommendation.In the third essay, using 4,262 Form 20-F filings from 37 countries, we find that corporate risk-taking is positively associated with managerial expectation as measured by forward-looking statement (FLS) tone, particularly for firms from countries with strong institutions and for FLS tone related to macroeconomics. Our study advances the measure of overall managerial expectations and links it to corporate risk-taking in an international setting"--
Three Essays In Empirical Corporate Finance
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Author : Chang Jie Hu
language : en
Publisher:
Release Date : 2020
Three Essays In Empirical Corporate Finance written by Chang Jie Hu and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
"The core of the thesis includes three essays in empirical corporate finance. The first essay examines the relation between mandatory disclosure behavior and legal accountability. In this study, we treat the enactment of the Sarbanes-Oxley Act (SOX) in 2002 as a regulatory event that increases the legal accountability of top executives and compute the filing tones for a large sample of Forms 10-Q and 10-K filings between 1994 and 2017 using textual analysis. We document that the changes in filing tones contain substantial information that is reflected promptly in the capital market. We also show that a structural break exists in the distribution of filing tones around SOX. Firms use a more negative tone in their quarterly mandatory disclosure after SOX. Interestingly, investors exhibit a stronger reaction to per unit change of filing tones during the post-SOX era and we show that changes in investors’ reactions are not merely driven by the systematic changes in tone distribution after SOX. We also document that filing tones are determined by common performance measures, but such relation is weakened after SOX. The second essay studies the impact of the exit of Venture Capitalists (VCs) on innovation by comparing VC backed IPO firms with the non-VC backed. VCs play a significant role in bringing new ventures public by providing financing and consistent monitoring. Prior literature has established mostly a positive correlation between VCs and firm innovation because VCs may preselect more innovative firms to begin with. This study hopes to provide evidence on causal inference with reasonable assumptions from a “reverse treatment” perspective by examining the change in innovation when VCs exit. We treat the initial public offering (IPO) as a proxy for VC’s exit since most VCs exit shortly after IPO due to their limited investment horizon. Using a difference-in-differences framework, we find that VC-backed firms experience a greater drop in Research and Development (R&D) intensity after IPO-exits when compared to those non-VC backed. The third essay revisits the long-debated relation between market competition and firm innovation. While traditionally competition is measured at the industry level with historical data, our study utilizes two new text-based measures of competitive threats developed by Hoberg et al. (2014) and Li et al. (2013) which are both firm-specific and forward-looking. We address the potential endogeneity concerns using instrumental variables along with the propensity score matching of firms that experience an exogenous shock from import competition with those that do not. Our results show that an increase in competition unambiguously promotes firm innovation"--
The Incremental Information Content Of Analysts Research Reports And Firms Annual Reports
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Author : June Woo Park
language : en
Publisher:
Release Date : 2019
The Incremental Information Content Of Analysts Research Reports And Firms Annual Reports written by June Woo Park and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
This dissertation consists of three essays, investigating the properties of analysts research reports and firms annual reports, and their impact on capital markets using textual analysis methods. The first essay studies the validity of analyst report length, measured by page count, as a proxy for analysts research effort. Specifically, I find that longer reports are positively associated with recommendation upgrades more than downgrades, and with forecast accuracy. I further document an asymmetric market reaction to longer upgrades as compared to the same length downgrades. The findings support my hypothesis that by providing more and accurate information, analysts exert credibility-enhancing effort on their upgrades, as these are perceived by investors to be more optimistic and less credible than downgrades. The study suggests differing interpretations of analyst vs. annual report length as a proxy. In a second textual analysis essay, I examine the determinants of environmental disclosures (ED) in U.S. 10-Ks (i.e. annual reports) and its impact on a future stock price crash risk. I provide crucial evidence that ED is related to bad news (i.e. news that tends to be obfuscated by managers) by showing the autocorrelation of its change over time and its negative association with short-term market reaction. In the long run, however, an increase in ED shows a lower likelihood of significant stock price drops. The results are consistent with the notion that firms benefit from non-financial information disclosure. A third textual analysis essay compares the value of private versus public information sources in U.S. analysts earnings forecasts. Using a pattern search algorithm (i.e., regular expression) on the headlines of earnings forecasts, I find that additional private sources of information are associated with less forecast error, triggering greater market reaction. Moreover, I document that the combination of management and non-management private information sources minimizes forecast error and maximizes market reaction. Finally, I show that more accurate and informative forecasts are made by analysts who make greater efforts to access private information sources, even when they do not have other information advantages (e.g. brokerage firm reputation). Thus, I provide new insight into the determinants of forecast properties.
Essays On Corporate Finance And Disclosure
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Author : Brian Gibbons
language : en
Publisher:
Release Date : 2021
Essays On Corporate Finance And Disclosure written by Brian Gibbons and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
This dissertation contains three essays. In the first essay, I document that disclosure of financially immaterial environmental and social (E&S) information has material effects on firms' investment and financing decisions using the staggered introduction of 87 country-level regulations that mandate firms report such information. Firms domiciled in countries that mandate E&S transparency increase R&D expenditures and patenting activity after disclosing. Transparent non-financial disclosure reduces financing frictions, resulting in more innovation for equity-dependent firms and increased reliance on external equity. It also improves shareholders' contracting and monitoring abilities, incentivizing managers to invest in innovation. Fixed capital investment, which is less sensitive to information frictions, does not change following E&S disclosure. Additionally, I only observe changes to investment and financing decisions when E&S disclosure is mandatory--highlighting the unique value of consistent and comparable disclosure. In the second essay, I study venture capital firms (VCs) use of public market information and how attention to this information relates to their private market investment outcomes. I link web traffic to public disclosure filings hosted on the Security and Exchange Commission's (SEC's) EDGAR server to individual VCs. VCs analyze public information before most deals. An increase in EDGAR filing views relates positively to the probability of an exit through acquisition, suggesting that public information helps identify paths to acquisition. The effect is stronger when the VC has less access to private information. I conclude that policymakers should consider spillover effects on private markets when setting public disclosure requirements. In the third essay, we identify analysts' information acquisition patterns by linking EDGAR server activity to analysts' brokerage houses. Analysts rely on EDGAR in 24% of their estimate updates, with an average of eight filings viewed. We document that analysts' attention to public disclosure is driven by the demand for information and the analysts' incentives and career concerns. We find that information acquisition via EDGAR is associated with a significant reduction in analysts' forecasting error relative to their peers. This relationship is likewise present when we focus on the intensity of analyst research. Attention to public information further enables analysts to provide forecasts for more time periods and more financial metrics. Informed recommendation updates are associated with substantial and persistent abnormal returns, even when the analyst accesses historical filings. Analysts' use of EDGAR is associated with longer and more informative analyses within recommendation reports.
The Impact Of Corporate Textutal Disclosure On Capital Markets
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Author : Saskia Jarick
language : en
Publisher: GRIN Verlag
Release Date : 2011-07-12
The Impact Of Corporate Textutal Disclosure On Capital Markets written by Saskia Jarick and has been published by GRIN Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-12 with Business & Economics categories.
Seminar paper from the year 2011 in the subject Business economics - Accounting and Taxes, grade: 1.3, University of Mannheim, language: English, abstract: Each year, firms disclose information that is analyzed and eventually reflected in the market price. Sources of information are for example annual reports, earnings announcements and press releases. In the past, financial accounting research focused primarily on the numerical financial information disclosed (cf. Hales et al. 2011, 224).1 Interestingly, research showed that asset price movements could only partly be explained by this quantitative information and thus must have additional influencing factors (cf. Demers/Vega 2010, 2). Since corporate disclosure generally consists only to a small fraction of qualitative data and dominantly of textual information (cf. Li 2011, 1)2, and since language is the natural medium through which people communicate, financial accounting research started to focus on the analysis of textual disclosure (cf. Hales et al. 2011, 224). Results of these studies show that different aspects of textual disclosure, like the tone (how information is written/expressed) or the readability can influence for example market prices or analyst behavior (e.g. Li 2010 or Tetlock/Saar-Tsechansky/Macskassy 2008). This paper focuses on research in the field of tone as important characteristic of corporate textual disclosure. Its aim is to provide an overview about the most recent approaches and about challenges that researchers face. The remainder of this paper proceeds as follows. In section 2 the importance of textual analysis and the information content of textual information are discussed. Furthermore this section provides an overview about different approaches to characterize textual disclosure and a tabular classification of the recent literature. Since this paper focuses on the tone of textual disclosure, different approaches to measure tone are discussed as well. In section 3 two recent studies are discussed and section 4 concludes with a summary of the main results of this paper and gives suggestions for future research.
Essays In Financial Accounting And Corporate Governance
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Author : Jun Chen
language : en
Publisher:
Release Date : 2022
Essays In Financial Accounting And Corporate Governance written by Jun Chen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
This dissertation comprises three papers examining several questions in finance and accounting. A common thread is investigating the strategic interactions between public firms and stock market investors. Chapter 1 studies how investors with short-term horizons can impact firms' behaviors. Chapters 2 and 3 examine the impact of corporate disclosure and the market pricing of information. In Chapter 1, I use the unique features of the margin trading system in China to identify the causal impact of transient investors on managerial myopia. Specifically, I employ a regression discontinuity design that exploits the ranking procedure that determines a stock's margin trading eligibility. I find that margin traders are extremely short-term oriented and cause a sharp increase in stock share turnover. Moreover, marginable firms cater to these transient investors by manipulating current earnings and reducing long-term investments. Consistent with managerial myopia, these firms experience a short-term price increase but a long-term decline in operating performance. Chapter 2 is joint work with John Hughes, Jun Liu, and Dan Yang. We reexamine the relation between disclosure indices and cost of equity capital employing an empirical specification similar to that of (botosan97) for a substantially larger sample over an extended time frame made possible by textual analysis. Our results provide no support for a hypothesis of a negative relation between disclosure indices and implied cost of equity capital. Rather, consistent with a bias of implied cost of equity capital as a proxy for expected return depicted by (Hughes2009) we find strong evidence of a positive relation. Chapter 3 is joint work with Yibin Liu. We exploit an earnings-based delisting policy and examine its adverse effect on investor trust in earnings news. Besides providing prominent visual evidence of large-scale earnings management at the required earnings threshold, we find that firms close to this threshold are trusted less by investors, regardless of whether they have manipulated earnings. Moreover, we provide causal evidence by studying firms that approach this threshold due to a plausibly exogenous profitability shock. Our results suggest that earnings-based regulations with harsh punishment may lead to a decline in investor trust.
Three Essays On Operating Segment Disclosure
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Author : Rucsandra Moldovan
language : en
Publisher:
Release Date : 2015
Three Essays On Operating Segment Disclosure written by Rucsandra Moldovan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.
This thesis contains three stand-alone essays on the operating segment disclosures that European multi-segment companies make under IFRS 8 Operating Segments. Each essay aims to improve our collective understanding about managers' disclosure strategy by examining various characteristics of operating segment disclosure. Chapter I, entitled “The Interplay between Segment Disclosure Quantity and Quality,” investigates managers' choices with respect to both disclosure quantity and disclosure quality, and the usefulness of these two characteristics for financial analysts. Focusing on segment disclosures under the management approach, I measure quantity as the number of segment-level line items and quality as the cross-segment variation in profitability, and argue that greater managerial discretion can be exercised over quality than over quantity. I hypothesize and find that managers solve proprietary concerns either by deviating from the suggested line-item disclosure in the standard, or if following standard guidance, by decreasing segment reporting quality. Moreover, financial analysts do not always understand the quality of segment disclosures, which suggests that a business-model type of standard creates difficulties even for sophisticated users. My results inform standard setters as they start working on a disclosure framework and as they seem to consider the business model approach to financial reporting. Chapter II is entitled “Inconsistent Segment Disclosure across Corporate Documents.” Market regulators in the U.S. and Europe investigate cases of inconsistent disclosures when a company provides different information on the same topic in different documents. Focusing on operating segments, this essay uses hand-collected data from four different corporate documents of multi-segment firms to analyze the impact of inconsistent disclosure on financial analysts' earnings forecast accuracy. Inconsistencies that arise from further disaggregation of operating segments in some documents seem to bring in new information and increase analyst accuracy. However, when analysts must work with different, difficult-to-reconcile segmentations, their information processing capacity and forecasts are less accurate. These findings contribute to our understanding of the effects of managers' disclosure strategy across multiple documents and have implications for regulators and standard setters' work on a disclosure framework. Chapter III is entitled “Management Guidance at the Segment Level.” Prior research has found that managers add information to their earnings guidance to justify, explain, or contextualize their forecasts. I identify segment-level guidance (SLG) as a type of disaggregated information that multi-segment firms provide with their management guidance, and investigate its usefulness for financial analysts' earnings forecasting accuracy, as well as its influence on managers' earnings fixation. I further characterize the level of precision (point and range, maximum or minimum estimate, or simply narrative) and of disaggregation of SLG. I find that companies in high tech industries known for increased uncertainty in future performance are less likely to provide SLG, and that SLG is associated with better forecasting accuracy. However, while providing more item-disaggregated SLG improves accuracy, increased precision has no impact on forecast accuracy. From the manager's point of view, SLG creates incentives to engage in earnings management, and the more precise the SLG is the greater the incentive. In contrast, more item-disaggregated SLG discourages earnings management, perhaps by improving monitoring. In a context where qualitative, narrative, and disaggregated guidance is regarded as a solution to avoid earnings fixation and short termism, understanding which types of information achieve this goal, and how, is relevant for managers, investors, and regulators alike.
Three Essays On Corporate Insiders And Financial Analysts
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Author : Huabing Wang
language : en
Publisher:
Release Date : 2007
Three Essays On Corporate Insiders And Financial Analysts written by Huabing Wang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.
Essays On Financial Analysts
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Author : Hiep Manh Nguyen
language : en
Publisher:
Release Date : 2020
Essays On Financial Analysts written by Hiep Manh Nguyen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.
Financial analysts play an important role in capital markets. Through the issuance of analysis reports, they facilitate the incorporation of costly private information into security prices, supporting the informational efficiency of financial markets. Thus, understanding their behavior has important implications for firms, investors, and policy makers. Despite decades of work, there are still many open questions regarding how financial analysts produce and how these reports are influenced by their working environment.In this dissertation, we attempt at contributing to the literature of analyst behavior and its effects on the capital market by addressing several new research questions. The first two papers of this thesis try to better understand the incentives behind the well-known analyst bias and identify new sources of bias. The third paper extends into an analysis of corporate governance and the role of financial analysts in alleviating information asymmetry.
Three Essays On The Monitoring Role Of Financial Analysts
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Author : Zhongwei Huang
language : en
Publisher:
Release Date : 2015
Three Essays On The Monitoring Role Of Financial Analysts written by Zhongwei Huang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with categories.
This dissertation consists of three chapters that present three standalone essays on the monitoring role of financial analysts. Chapter 1 investigates the monitoring role of financial analysts in the financial reporting process by examining the informativeness and monitoring effect of their written comments on earnings quality. I find that these comments have incremental predictability with respect to future accounting restatements, and convey information to investors beyond that in the earnings forecasts, stock ratings, price targets, and other qualitative text in analyst reports. Further analyses suggest that the market's reaction to these comments is primarily driven by negative comments and comments written with certainty. In addition, controlling for accrual reversals, I find that firms significantly reduce the level of accruals-based earnings management after receiving negative comments, and this reduction is not accompanied by an increase in real activities management. Overall, the first chapter provides direct evidence on analysts' monitoring role in financial reporting. Chapter 2 examines whether and how analysts' monitoring of the financial reporting process alleviates a well-known agency problem in which a manager inflates her compensation by manipulating earnings. I argue that analysts' monitoring reduces a manager's ability to conceal earnings management from directors, thus facilitating directors' adjustment of executive compensation in the presence of earnings management. Consistent with this argument, I find that earnings carry a lower weight in the determination of CEO compensation in firms that are criticized by analysts regarding earnings quality, but only when directors are likely to be aware of the critical analyst reports. The main findings are robust to matching on performance and controlling for firm-fixed effects and are not driven by other text in the analyst reports. Additional analyses suggest that the weight placed on earnings decreases as the actual accruals deviate from analysts' accruals forecasts. Overall, the second chapter emphasizes analysts' monitoring role in alleviating managerial rent extraction in executive compensation. Chapter 3 provides evidence on the impact of recent analyst independence reforms (the National Association of Securities Dealers [NASD] Rule 2711 and the companion New York Stock Exchange [NYSE] Rule 472 Amendment, and the Global Settlement) on analysts' monitoring role in the financial reporting process. The NASD Rule 2711 requires brokerage firms to structurally separate investment banking from equity research; meanwhile, the Global Settlement mandates the participating banks to fund independent research firms to the amount of 432.5 million dollars from 2004 to 2009. I find evidence consistent with an increase in analysts' monitoring effectiveness following the reforms. Further analyses suggest that this increase is primarily driven by the Global Settlement, rather than by the adoption of NASD Rule 2711. The evidence is robust to a difference-in-difference specification with Canadian firms as the control group. Moreover, I document a reversal of the increase in monitoring effectiveness following the end of the Global Settlement's five-year funding. Overall, the third chapter highlights the interaction between the monitoring role of financial analysts and the regulatory environment.