Inferring Transactions from Financial Statements*

In this paper, we embed the double entry accounting structure in a simple belief revision (estimation) problem. We ask the following question: Presented with a set of financial statements (and priors), what is the reader's “best guess” of the underlying transactions that generated these statements? Two properties of accounting information facilitate a particularly simple closed form solution to this estimation problem. First, accounting information is the outcome of a linear aggregation process. Second, the aggregation rule is double entry.     

Managing Insurance Company Financial Statements to Meet Regulatory and Tax Reporting Goals*

This study investigates the extent to which property-casualty insurers select levels of loss reserves, net capital gains, and net stock transactions to meet solvency and tax reporting goals. Insurer solvency is reflected in financial measures known as IRIS (Insurance Regulatory Information System) ratios. IRIS ratios are generally enhanced by underestimating loss reserves, accelerating the realization of capital gains, postponing the realization of capital losses, issuing stock, and cutting dividends. Taxable income is reduced by reporting higher reserves and lower net capital gains on investments. We use simultaneous equations to model the three discretionary choices individually, while controlling for potential tradeoffs among the decisions. During the sample period of the study (1990-95), there is a shift in the regulatory environment that we argue tends to reduce incentives to meet IRIS goals. Specifically, risk-based capital (RBC) requirements were adopted in 1994. Although IRIS ratios continued to be used for solvency screening, their effect is expected to be diluted in the post-RBC period. Our results provide qualified support for this claim. Evidence of the phenomenon is stronger when the choice variables are net capital gains and stock transactions, and weaker when loss reserves are considered. Two of the three discretionary choices affect taxable income: loss reserves and capital gains. We find that tax incentives are significantly associated with the loss reserve estimate throughout the sample period. In contrast, our results are only weakly consistent with the view that capital gains are timed to achieve tax relief.     

试论预测性财务报表及其编制

预测性财务报表为投资者、债权人、内部管理人员及政府等有关方面提供反映未来财务状况及发展前景的有用信息,是财务预测定量分析的重要方法。本文结合实例,通过综合国家宏观经济政策、行业特点及市场的性质、企业战略及未来发展前景全面考察企业所处环境及发展潜力,阐述预测报表理论及其编制方法。     

Differences in Auditors' Materiality Assessments When Auditing Financial Statements and Sustainability Reports

With increased interest in voluntary sustainability reports from investors and other stakeholders, more companies are having these reports assured. The issue of what is considered material in these assurance engagements is important, and yet research on materiality has focused only on financial statement audits. This article reports the results of an experiment where auditors assess the materiality of audit differences in the same magnitude for both a financial audit and a sustainability (water) assurance engagement. Two factors, the risk of breaching a contract and community impact, are manipulated between‐subjects. We find that auditors assess the materiality of an audit difference significantly higher for a financial case than for a water case. This difference is significantly greater when there is no risk of breaching a contract than when there is a risk of breaching a contract. The risk of breaching a contract has a stronger effect on the difference in auditors' materiality assessments when there is no community impact than when there is a community impact. Overall our findings suggest that qualitative factors have a greater impact on sustainability (water) materiality assessments than on financial statement materiality assessments when an audit difference is between 5 percent and 10 percent of a relevant base. Understanding the factors that impact material judgments in sustainability reports is important as these factors affect the reliability of the reported disclosures.     

创业板公司关键财务指标与股价关联性研究

以2009-2011三个年度创业板全部上市公司为研究对象,选取关键财务指标,运用主成分分析方法及简单多元回归模型,研究了财务指标与股价之间的相关关系。研究发现,就创业板市场整体而言,财务指标与股价之间存在显著的线性相关关系,说明创业板市场较强地阐释了上市公司财务状况;同时市场对于年度报告信息的披露有直接反应,证明创业板市场尚未达到半强势有效;盈利能力与成长能力财务指标的回归结果较为显著,说明此类财务指标对投资者具有较强的指导意义。     

The Effects of Financial Statement Information Proximity and Feedback on Cash Flow Forecasts*

The Financial Accounting Standards Board (FASB) and International Accounting Standards Board (IASB), in their joint Financial Statement Presentation project, are reconsidering the basic format of financial statements. The Boards’ preliminary discussions related to this joint project indicate that they intend to modify the required financial statements to increase the proximity of performance‐related information for each reported period. We provide evidence related to this potential change by investigating the effects of financial statement information proximity on investors’ ability to learn the forecast‐relevant time series properties of reported cash flows and accruals. We also examine the role feedback plays in this relationship. Our experimental results suggest that nonprofessional investors are able to more quickly learn the relation between current period cash flows and accruals and future cash flow realizations when financial statement information is presented in a single statement rather than separated into two statements. In addition, we find that nonprofessional investors exhibit lower levels of absolute forecast errors and less forecast dispersion when financial statement information is unified into a single statement. Finally, we provide evidence that nonprofessional investors who receive extensive outcome feedback on a single page initially learn more quickly and later, after learning has leveled off, accurately forecast more consistently than do investors who receive extensive or limited feedback spread across two pages. Overall, our results provide evidence on the effectiveness of alternate financial statement presentation formats and the potential usefulness of receiving more extensive feedback.     

新会计准则下合并报表编制方法的几点思考

本文从新准则与旧规定及与国际会计标准的比较分析入手,着重分析合并会计报表改革的整体思路。合并会计报表的必要性来自于企业集团的性质、会计的实体理论和实质重于形式的原则。     

JIT Adoption: The Effects of LIFO Reserves and Financial Reporting and Tax Incentives*

Using matched samples of JIT adopters and nonadopters, we examine the association of JIT adoption with firms' financial reporting and tax incentives, earnings‐management histories, and LIFO reserve levels. We find evidence that adoption decisions are influenced by the interaction of firms' LIFO reserves with their income smoothing, debt covenant, and tax incentives. We also find that adoption is less likely for firms historically engaging in high degrees of earnings management, particularly when such firms have no substantial LIFO reserves. Our study extends earlier research demonstrating a relation between inventory valuation method and year‐end inventory transactions, and documents a relation between earnings‐management incentives and a fundamental supply‐chain design choice.     

Understanding the Growth of African Financial Markets*

Abstract: This paper examines empirically the determinants of financial market development in Africa with an emphasis on banking systems and stock markets. The results show that income level, creditor rights protection, financial repression, and political risk are the main determinants of banking sector development in Africa, and that stock market liquidity, domestic savings, banking sector development, and political risk are the main determinants of stock market development. We also find that liberalizing the capital account promotes financial market development only in countries with high incomes, well‐developed institutions, or both. The powerful impacts of political risk on both banking sector and stock market development suggest that resolution of political risk may be important to the development of African financial markets.     

Benefits and Costs of Auditor's Assurance: Evidence from the Review of Quarterly Financial Statements

Even though there is a worldwide consensus as to the necessity of an audit of annual financial statements for public companies, there is divergence of views as to the review of interim financial statements. While some jurisdictions make it mandatory (e.g., Australia, France, United States), others allow the review without requiring it (e.g., Canada, United Kingdom). Using a sample of companies listed in Canada, we examine the costs associated with these reviews and the benefits they generate in terms of improvement in the quality of interim financial statements for the years 2004 and 2005. Controlling for the decision to purchase the reviews, we find that audit fees are 18 percent higher for firms with interim reviews and, contrary to many regulators' assumption, we find no evidence that this cost increase is proportionally higher for smaller firms. Regarding the benefits of interim reviews, we find no significant association between either accruals‐ or nonaccruals‐based measures of earnings management and the fact that the interim statements are reviewed by the auditor, neither in the interim reports nor in those of the fourth quarter. The results suggest that auditors' involvement with interim reports may not be as effective as previously thought at controlling the quality of interim financial statements.     

Communication in Multiperiod Agencies with Production and Financial Decisions*

Abstract. This paper examines a two-consumption date principal/agent model in which the manager receives private information at the first date. After observing his private information, the manager (agent) selects both the capital and personal effort he will invest in production. Operating cash flows are realized at both dates and any uninvested funds at the initial date are either paid out as a dividend to the equityholders (principal) or invested in zero net present value investments that require no effort. The aggregate cash flow at the second date is paid out as a dividend to the equityholders. The compensation contract specifies the manager's compensation as a function of the information available at the two dates. The key issue is whether it is valuable to have the contract based on the agent's communication of his private information. As in a single-consumption date model, communication may permit the implementation of more efficient incentives with respect to the manager's action choices. In addition, communication can facilitate the smoothing of the manager's consumption over the two dates. Direct communication can have positive value, but the analysis identifies a number of factors that can result in communication having no value. These factors include no direct preference for effort, public reporting of the private information at the second date, access to personal investments, and access to a dividend policy that will costlessly convey the private information through first-date dividends. Although access to personal investments may make communication redundant (since it is an alternative means of smoothing consumption), the analysis identifies conditions under which the equityholders would prefer to use communication and restrict the manager's access to personal investments (since it can have a negative effect on incentives). Résumé. Les auteurs examinent un modèle mandant-mandataire à deux dates de consommation dans lequel le gestionnaire reçoit de l'information privilégiée à la première des deux dates. Après avoir observé l'information privilégiée, le gestionnaire (c'est-à-dire le mandataire) sélectionne le capital et l'effort personnel qu'il investira dans la production. Les flux monétaires provenant de l'exploitation sont réalisés aux deux dates, et tous les fonds qui ne sont pas investis à la date initiale sont soit versés sous forme de dividendes aus. actionnaires (c'est-à-dire les mandants), soit investis dans des placements à valeur actualisée nette nulle et qui n'exigent aucun effort. Les flux monétaires totaux à la seconde date sont versés sous forme de dividendes aux actionnaires. Selon le contrat de rémunération, la rétribution des gestionnaires est fonction de l'information disponible aux deux dates. Le principal problème consiste à déterminer si le fait de baser le contrat sur la communication par le mandataire de l'information privilégiée dont il dispose présente un intérêt. Comme dans un modèle à une seule date de consommation, la communication peut permettre la mise en place de stimulants plus efficients en ce qui a trait au choix du gestionnaire concernant son plan d'action. En outre, la communication peut faciliter le nivellement de la consommation du gestionnaire entre les deux dates. La communication directe peut avoir une valeur positive, mais l'analyse permet de cerner plusieurs facteurs qui peuvent retirer toute valeur à une communication. Au nombre de ces facteurs figurent: l'absence de préférence directe pour l'effort, la communication publique de l'information privilégiée à la seconde date, l'accès aux placements personnels et l'accès à une politique de dividendes qui livrera sans frais l'information privilégiée par le truchement du versement de dividendes de la première date. Bien que l'accès aux placement personnels puisse rendre la communication redondante (puisqu'il s'agit d'un moyen de rechange de niveler la consommation), les auteurs définissent les conditions dans lesquelles les actionnaires préféreraient utiliser la communication et restreindre l'accès du gestionnaire aux placements personnels (puisqu'ils peuvent avoir un effet négatif sur les stimulants).     

Capital Market Experience for Financial Accounting Students*

Abstract. In this paper we present an innovative teaching tool for introductory financial accounting students that promotes active learning using methods at the frontier of market research. We describe the implementation of an asset market where students assume the role of traders in order to learn the role of information in price formation. We discuss the pedagogical questions which are addressed in the design of this market, and we relate the responses to questionnaires distributed to students at the end of the quarter. When we control for prior grade point averages (GPAs) of students, we find that those who participate in the market had better classroom performance. Résumé. Les auteurs présentent ici un instrument pédagogique innovateur, à l'intention des étudiants des cours d'introduction à la comptabilité financière, favorisant l'apprentissage dynamique grâce à l'utilisation de méthodes voisinant de près l'étude de marché. Ils décrivent la mise en place d'un marché de biens où les étudiants assument les fonctions de négociateurs en vue d'apprendre quel est le rôle de l'information dans la formation des prix. Ils analysent les questions pédagogiques que soulève la conception de ce marché et font état des réponses des étudiants aux questionnaires qui leur sont distribués à la fin du trimestre. Lorsqu'ils contrôlent les notes moyennes antérieures des étudiants, les auteurs constatent que ceux qui ont participé au marché font preuve d'un rendement supérieur en classe.     

Informativeness of Annual Reports for Firms in Financial Distress*

Abstract. This article reports the results of an investigation into the informativeness of financial communications with shareholders when the level of market uncertainty regarding future firm performance varies. Specifically, it is hypothesized that the informativeness of annual reports is positively associated with the level of market uncertainty. The informativeness of annual reports is measured by the extent of price reaction, regardless of direction, at the time of disclosure. To obtain a sample of firms with temporal variation in the level of market uncertainty, the article investigates firms nearing financial distress. Financial distress is represented by the firm's receipt of a going-concern audit report from the external auditor. Time periods immediately preceding receipt of the going-concern report are presumed to exhibit changing market uncertainty regarding future firm prospects. The empirical evidence is consistent with the article's hypothesis in that price reactions to annual reports systematically vary the nearer the firms are to financial distress. Specifically, price reactions to annual reports for the three years preceding distress are more than 35 percent larger than the price reactions to reports from earlier periods. This evidence is consistent with the informativeness of financial disclosures being dependent on the level of market uncertainty and advances our understanding of the usefulness of accounting disclosures to market participants. To the extent that accounting regulatory agencies are interested in environmental factors that determine the usefulness of accounting information to shareholders, this article offers evidence on one important factor. Résumé. Les auteurs exposent les résultats d'une analyse du contenu informationnel des renseignements financiers communiqués aux actionnaires lorsque varie le degré d'incertitude du marché relativement aux perspectives de rendement d'une entreprise. Ils posent plus précisément l'hypothèse selon laquelle le contenu informationnel des rapports annuels est en relation positive avec le degré d'incertitude du marché. Le contenu informationnel des rapports annuels est mesuré en termes d'importance de la réaction du cours des actions, peu importe l'orientation, au moment de la communication des renseignements financiers. Pour constituer un échantillon d'entreprises à l'égard desquelles le degré d'incertitude du marché a varié dans le temps, les auteurs ont choisi d'analyser des entreprises sur le point de connaître des difficultés financières. La réception, par l'entreprise, d'un rapport des vérificateurs externes mettant en question la continuité de l'exploitation témoigne de ces difficultés financières. Les auteurs posent l'hypothèse selon laquelle on enregistre, au cours des exercices qui précèdent immédiatement la réception d'un rapport de cette nature, une variation du degré d'incertitude du marché relativement aux perspectives d'avenir de l'entreprise. Les constatations empiriques confirment l'hypothèse formulée, en ce sens que la réaction du cours des actions à la publication des rapports annuels varie de façon systématique lorsque les entreprises se rapprochent des difficultés financières. Plus précisément, la réaction du cours des actions à la publication des rapports annuels pour les trois exercices précédant les difficultés financières est plus de 35 pour cent supérieure à la réaction du cours des actions à la publication des rapports des exercices antérieurs. Cette constatation vient confirmer le fait que le contenu informationnel des renseignements financiers publiés dépend du degré d'incertitude du marché, et elle nous permet de mieux comprendre l'utilité de la publication d'information comptable à l'intention des participants au marché. Dans la mesure où les organismes de réglementation comptable sont intéressés aux facteurs liés à l'environnement qui déterminent l'utilité de l'information comptable pour les actionnaires, les auteurs nous permettent d'acquérir certaines certitudes à l'égard d'un facteur important.     

Horizon‐Dependent Underreaction in Financial Analysts' Earnings Forecasts*

This paper provides empirical evidence that underreaction in financial analysts' earnings forecasts increases with the forecast horizon, and offers a rational economic explanation for this result. The empirical portion of the paper evaluates analysts' responses to earnings‐surprise and other earnings‐related information. Our empirical evidence suggests that analysts' earnings forecasts underreact to both types of information, and the underreaction increases with the forecast horizon. The paper also develops a theoretical model that explains this horizon‐dependent analyst underreaction as a rational response to an asymmetric loss function. The model assumes that, for a given level of inaccuracy, analysts' reputations suffer more (less) when subsequent information causes a revision in investor expectations in the opposite (same) direction as the analyst's prior earnings‐forecast revision. Given this asymmetric loss function, underreaction increases with the risk of subsequent disconfirming information and with the disproportionate cost associated with revision reversal. Assuming that market frictions prevent prices from immediately unraveling these analyst underreac‐tion tactics, investors buying (selling) stock on the basis of analysts' positive (negative) earnings‐forecast revisions also benefit from analyst underreaction. Therefore, the asymmetric cost of forecast inaccuracy could arise from rational investor incentives consistent with a preference for analyst underreaction. Our incentives‐based explanation for underreaction provides an alternative to psychology‐based explanations and suggests avenues for further research.     

Reconciling Financial Information at Varied Levels of Aggregation*

Financial statements summarize a firm's fiscal position using only a limited number of accounts. Readers often interpret financial statements in conjunction with other information, some of which may be aggregated in a different way (or not at all). This paper exploits properties of the double‐entry accounting system to provide a systematic approach to reconciling diverse financial data. The key is the ability to represent the double‐entry system by network flows and, thereby, access well‐recognized network optimization techniques. Two specific uses are investigated: the reconciliation of audit evidence with management‐prepared financial statements, and the creation of transaction‐level financial ratios.     

A Re-Examination of Financial Analysts' Differential Earnings Forecast Accuracy*

Abstract. This research re-examines whether there are differences in the forecast accuracy of financial analysts through a comparison of their annual earnings per share forecasts. The comparison of analyst forecast accuracy is made on both an ex post (within sample) and an ex ante (out of sample) basis. Early examinations of this issue by Richards (1976), Brown and Rozeff (1980), O'Brien (1987), Coggin and Hunter (1989), O'Brien (1990), and Butler and Lang (1991) were ex post and suggest the absence of analysts who can provide relatively more accurate forecasts over multiple years. Contrary to the results of prior research and consistent with the belief in the popular press, we document that differences do exist in financial analysts' ex post forecast accuracy. We show that the previous studies failed to find differences in forecast accuracy due to inadequate (or no) control for differences in the recency of forecasts issued by the analysts. It has been well documented in the literature that forecast recency is positively related to forecast accuracy (Crichfield, Dyckman, and Lakonishok 1978; O'Brien 1988; Brown 1991). Thus, failure to control for forecast recency may reduce the power of tests, making it difficult to reject the null hypothesis of no differences in forecast accuracy even if they do exist. In our analysis, we control for the differences in recency of analysts' forecasts using two different approaches. First, we use an estimated generalized least squares estimation procedure that captures the recency-induced effects in the residuals of the model. Second, we use a matched-pair design whereby we measure the relative forecast accuracy of an analyst by comparing his/her forecast error to the forecast error of another randomly selected analyst making forecasts for the same firm in the same year on or around the same date. Using both approaches, we find that differential forecast accuracy does exist amongst analysts, especially in samples with minimum forecast horizons of five and 60 trading days. We show that these differences are not attributable to differences in the forecast issuance frequency of the financial analysts. In sum, after controlling for firm, year, forecast recency, and forecast issuance frequency of individual analysts, the analyst effect persists. To validate our findings, we examine whether the differences in the forecast accuracy of financial analysts persist in holdout periods. Analysts were assigned a “superior” (“inferior”) status for a firm-year in the estimation sample using percentile rankings on the distribution of absolute forecast errors for that firm-year. We use estimation samples of one- to four-year duration, and consider two different definitions of analyst forecast superiority. Analysts were classified as firm-specific “superior” if they maintained a “superior” status in every year of the estimation sample. Furthermore, they were classified as industry-specific “superior” if they were deemed firm-specific “superior” with respect to at least two firms and firm-specific “inferior” with respect to no firm in that industry. Using either definition, we find that analysts classified as “superior” in estimation samples generally remain superior in holdout periods. In contrast, we find that analysts identified as “inferior” in estimation samples do not remain inferior in holdout periods. Our results suggest that some analysts' earnings forecasts should be weighted higher than others when formulating composite earnings expectations. This suggestion is predicated on the assumption that capital markets distinguish between analysts who are ex ante superior, and that they utilize this information when formulating stock prices. Our study provides an ex ante framework for identifying those analysts who appear to be superior. When constructing weighted forecasts, a one-year estimation period should be used because we obtain the strongest results of persistence in this case.     

Potential Errors in Detecting Earnings Management: Reexamining Studies Investigating the AMT of 1986*

In this paper we seek to document errors that could affect studies of earnings management. The book income adjustment (BIA) of the alternative minimum tax (AMT) created apparently strong incentives to manage book income downward in 1987. Five earlier papers using different methodologies and samples all conclude that earnings were reduced in response to the BIA. This consensus of findings offers an opportunity to investigate our speculation that methodological biases are more likely when there appear to be clear incentives for earnings management. A reexamination of these studies uncovers potential biases related to a variety of factors, including choices of scaling variables, selection of affected and control samples, and measurement error in estimated discretionary accruals. A reexamination of the argument underlying these studies also suggests that the incentives to manage earnings are less powerful than initially predicted, and are partially mitigated by tax and non‐tax factors. As a result, we believe that the extent of earnings management that occurred in 1987 in response to the BIA remains an unresolved issue.