the changing time series properties of earnings cash flows and accruals has financial reporting become more conservative abstract this paper documents changes in the patterns of earnings cash flows and accruals over the last four decades in the absence of a generally accepted definition of conservatism a number of measures of reporting conservatism are identified and examined these measures rely on the accumulation of nonoperating accruals the timeliness of earnings with respect to bad and good news characteristics of the earnings distribution and the market to book ratio the patterns are consistent with an increase in conservative financial reporting over time the findings have implications for accounting standard setting regulation of financial information and financial statement analysis

the predictability of interim earnings over alternative quarters this study examines the predictability of earnings per share for the first second third and fourth quarterly reporting periods forecasts of quarterly earnings per share both by security analysts and time series models are analyzed the next section of the paper deals with the question of whether there is a significant difference in the accuracy with which each quarter can be forecasted the data in this section strongly indicate that such a difference exists the third section explores explanations for the findings of section 2 these include the relationship between fourthquarter variability and the integral versus discrete reporting methods section 4 contains the summary and conclusions

inventory control with product returns the impact of imperfect information product returns are characterized by considerable uncertainty on time and quantity in the literature on inventory management for product return environments best forecasts of future returns are associated with methods that use the most information regarding product return history in practice however data is often scarce and unreliable while forecasts based on historical data reliable or not are never perfect in this paper we therefore investigate the impact of imperfect information with respect to the return process on inventory management performance we show that in the case of imperfect information the most informed method does not necessarily lead to best performance the results have relevant implications regarding investments in product return information systems

discretionary accounting choices and the predictive ability of accruals with respect to future cash flows using a sample of restatement firms and a meet or beat model to classify firms as making discretionary accounting choices for opportunistic meet or beat op mb reasons we show that originally reported earnings and accrual components are less predictive of future cash flows relative to the restated numbers we find the opposite is true for firms classified as making discretionary accounting choices for non op mb reasons we consider a number of competing explanations for these latter results our findings are most consistent with the informational hypothesis weakly consistent with conservative motivated efficient contracting hypotheses but inconsistent with opportunistic contracting and misapplication errors of gaap explanations

comparing the post earnings announcement drift for surprises calculated from analyst and time series forecasts post earnings announcement drift is the tendency for a stock s cumulative abnormal returns to drift in the direction of an earnings surprise for several weeks following an earnings announcement we show that the drift is significantly larger when defining the earnings surprise using analysts forecasts and actual earnings from i b e s than when using a time series model based on compustat earnings data neither compustat s policy of restating earnings nor the inclusion of special items in reported earnings contribute significantly to the disparity in drift magnitudes rather our results suggest that this disparity is attributable to differences between analyst forecasts and those of time series models or at least to factors correlated with these differences further we document that analyst forecasts lead to return patterns around future earnings announcements that differ from those observed when using time series models suggesting that the two types of surprises may capture somewhat different forms of mispricing

the changing landscape of accrual accounting a fundamental property of accrual accounting is to smooth temporary timing fluctuations in operating cash flows indicating an inherent negative correlation between accruals and cash flows we show that the overall correlation between accruals and cash flows has dramatically declined in magnitude over the past half century and has largely disappeared in more recent years the adjusted r 2 from regressing changes in accruals on changes in cash flows drops from about 70 90 in the 1960s to near zero under 20 in more recent years in exploring potential reasons for the observed attenuation we find that increases in non timing related accrual recognition as proxied by one time and nonoperating items and the frequency of loss firm years explain the majority of the overall decline on the other hand temporal changes in the matching between revenues and expenses and the growth of intangible intensive industries play only a limited role in explaining the observed attenuation finally the relative decline of the timing role of accruals does not appear to be associated with an increase in the asymmetrically timely loss recognition role

earnings management under price regulation empirical evidence from the spanish electricity industry abstract this paper analyses the effect of price regulation on the accounting policy of spanish electricity companies over the period 1991 2001 as predicted by the political costs hypothesis watts and zimmerman 1986 watts r l zimmerman j l 1986 positive accounting theory prentice hall englewood cliffs nj managers artificially reduce reported earnings when the government establishes tariff increases in this way companies attempt to diminish their political visibility and counteract social outcry arising from the government s decision several abnormal accruals models existent in the literature are used to obtain a proxy for managerial accounting discretion on earnings

performance shocks and misreporting we propose a parsimonious stochastic model of reported earnings that links misreporting to performance shocks our main analytical prediction is that misreporting leads to a negative second order autocorrelation in the residuals from a regression of current earnings on lagged earnings we also propose a stylized dynamic model of earnings manipulation and demonstrate that both earnings smoothing and target beating considerations result in the same predictions of negative second order autocorrelations empirically we find that the distribution of this measure is asymmetric around zero with 27 of the firms having significantly negative estimates using this measure we specify a methodology to estimate the intensity of misreporting and to create estimates of unmanipulated earnings our estimates of unmanipulated earnings are more correlated with contemporaneous returns and have higher volatility than reported earnings with respect to economic magnitude we find that in absolute terms median misreporting is 0 7 of total assets moreover firms in our sample subject to sec aaers have significantly higher estimates of manipulation intensity

intra year shifts in the earnings distribution and their implications for earnings management abstract previous findings that upward earnings management causes a kink in the distribution of annual earnings cannot be verified without a well specified benchmark for pre managed annual earnings we model shifts in the cumulative earnings distribution during the fourth quarter to explain the kink s formation logistic regression results show that compared to a control group a high proportion of firms with small cumulative profits or losses at the beginning of the fourth quarter report small annual profits rather than small annual losses this suggests that upward earnings management causes the kink and indicates which firms are likely to manage earnings upward

security analyst superiority relative to univariate time series models in forecasting quarterly earnings abstract this paper provides evidence of security analyst sa superiority relative to univariate time series ts models in predicting firms quarterly earnings numbers and shows that sa forecast superiority in our sample is attributable to 1 better utilization of information existing on the date that ts model forecasts can be initiated a contemporaneous advantage and 2 use of information acquired between the date of initiation of ts model forecasts and the date when sa forecasts are published a timing advantage

accrual reversals earnings and stock returns we show that accruals consist of at least two distinct underlying processes one with positive serial correlation and the other with negative serial correlation we also find that the accrual reversals characterizing the negatively serially correlated process are predominantly good accruals that correctly anticipate fluctuations in working capital accrual estimation error is the least persistent component of earnings while accruals relating to firm growth are less persistent than cash flows finally the mispricing of accruals appears to be driven by a combination of accrual estimation error and firm growth

earnings skewness and analyst forecast bias abstract we argue that if analysts objective is to provide the most accurate forecast by minimizing the mean absolute forecast error then the optimal forecast is the median instead of the mean earnings forecast bias is observed when the median is different from the mean in a skewed earnings distribution thus part of the observed analyst forecast bias could be a result of analysts efforts to improve forecast accuracy when the earnings distribution is skewed we find that earnings skewness is significantly related to analyst forecast bias we also provide evidence that the market adjusts for part of the skewness induced bias

accounting conservatism and firm investment efficiency abstract we argue that conservatism improves investment efficiency in particular we predict that it resolves debt equity conflicts facilitating a firm s access to debt financing and limiting underinvestment this permits the financing of prudent investments that otherwise might not be pursued our empirical results confirm these predictions we find that more conservative firms invest more and issue more debt in settings prone to underinvestment and that these effects are more pronounced in firms characterized by greater information asymmetries we also find that conservatism is associated with reduced overinvestment even for opaque investments such as research and development

an evaluation of univariate time series earnings models and their generalization to a single input transfer function the development of statistical models for accounting earnings has been an evolving process earlier studies used simple index and or naive models e g ball and brown 1968 and brown and kennelly 1972 because of the lack of tools to deal with formal time series later dopuch and watts 1972 ball and watts 1972 and others employed formal time series models to annual earnings and collins and hopwood 1980 brown and rozeff 1979 foster 1977 griffin 1977 and watts 1975 did the same with quarterly earnings while this research has produced some conclusions with respect to the time series properties of earnings and how these may be used in predicting earnings brown and rozeff 1978 and then collins and hopwood 1980 recently provided evidence that financial analysts can produce forecasts more accurate than those based on the arima models alone this suggests that other information may be useful in providing estimates of future earnings when incorporated with knowledge of the time series properties of earnings the purpose of this study is twofold a we first evaluate the models used in past studies of quarterly time series of earnings in order to determine whether they are systematically misspecified due to the omission of other information which is implicitly contained in a market earnings index the evidence suggests that the misspecification exists and b we introduce a transfer function model which utilizes the timeseries properties of both the index and earnings numbers this model is obtained based on both theoretical derivation and inspection of data

product quality and return policy in a supply chain under risk aversion of a supplier abstract this study aims to identify the relationship between return policy and product quality decisions in a decentralized system we consider a supply chain situation as in a retail or oem supply chain system where a buyer decides a return policy for consumers and delegates the product quality decision to a supplier we consider the supplier s different risk attitudes whether risk averse or risk neutral a penalty contract is introduced to control the supplier s hidden action conveying external failures due to returns to the supplier we show the conditions for supply chain coordination and demonstrate that product quality enhancement needs to precede a generous return policy setting in view of the prevalent business environment and current supply chain management practices moreover we indicate the optimal conditions for a generous return policy setting without quality enhancement

earnings quality in uk private firms comparative loss recognition timeliness abstract uk private and public companies face substantially equivalent regulation on auditing accounting standards and taxes we hypothesize that private company financial reporting nevertheless is of lower quality due to different market demand regulation notwithstanding a large uk sample supports this hypothesis quality is operationalized using basu s 1997 time series measure of timely loss recognition and a new accruals based method the result is not affected by controls for size leverage industry membership and auditor size or by allowing endogenous listing choice the result enhances understanding of private companies which are predominant in the economy it also provides insight into the economics of accounting standards

the effects of hedge fund interventions on strategic firm behavior we examine the impact of hedge fund interventions on target firms strategic behavior specifically their voluntary disclosure and earnings management strategies we find a decrease in both the likelihood and the frequency of management earnings forecasts conveying bad news and an increase in the level of real earnings management following interventions by hedge fund activists additional evidence suggests that managers substitute between voluntary disclosure and earnings management strategies in resisting hedge fund attacks we also find that withholding of bad news is more pronounced when hedge fund activists pose greater threats to the target firm s management and when the intervention lasts for a relatively short time period our results are consistent with firms behaving strategically in response to heightened career reputation concerns and endangered corporate control arising from hedge fund activism the online appendix is available at https doi org 10 1287 mnsc 2017 2816 this paper was accepted

factors associated with the year end decline in working capital working capital is an important indicator of firm operational efficiency all else being equal lower levels signal greater efficiency managers are thus likely to be motivated to report lower levels of working capital at times of greater external attention we find that working capital levels decrease in the fourth fiscal quarter significantly more than expected conditional on seasonal changes in economic activity the decrease subsequently reverses in the following first fiscal quarter evidence indicates that firms manage down year end working capital through transactions that increase year end operating cash flow and that firms spread this activity over all working capital accounts finally the temporary decrease in year end working capital is correlated with compensation benchmarks and analysts annual cash flow forecasts the temporary drop is also more pronounced for firms with industry dominance this paper was accepted by mary barth accounting

the effect of audit adjustments on earnings quality evidence from china we examine how adjustments to earnings during year end audits affect measures of earnings quality there are four key findings first audit adjustments cause earnings to become smoother and more persistent second the adjustments result in higher accrual quality third audit adjustments have a larger negative effect on signed accruals than absolute accruals fourth the adjustments do not reduce the discontinuity in the earnings distribution around zero these findings are of interest to researchers who use earnings properties as proxies for earnings quality and audit quality however we caution that our findings for china may not generalize to other countries

a measurement approach to conservatism and earnings management this paper formalizes a two step representation of accounting measurement and uses it to formalize a general rationale for conservatism as a measurement principle a transaction s economic substance manifests itself in characteristics of the transaction and an accounting rule is a mapping from transaction characteristics to an accounting report managers who have stakes in the accounting report are able to influence transaction characteristics such earnings management is ex post rational for managers but ex ante inefficient to safeguard against such ex post opportunism the optimal ex ante accounting rule is conservative in the sense that it requires more verification of the transaction characteristics favorable to managers thus this rationale for conservatism is as general as the managers ability and incentive to inflate transaction characteristics by opening the black box of accounting measurement the two step representation also formalizes some classic accounting concepts such as relevance reliability verifiability verification and accounting motivated transactions

conservatism and cross sectional variation in the post earnings announcement drift accounting conservatism allows me to identify a previously undocumented source of predictable cross sectional variation in standardized unexpected earnings autocorrelations viz the sign of the most recent earnings realization and present evidence that the market ignores this variation loss effect it is possible to earn returns higher than from the bernard and thomas 1990 strategy by incorporating this feature additionally the paper shows that the loss effect is different from the cross quarter effect shown by rangan and sloan 1998 and it is possible to combine the two effects to earn returns higher than either strategy alone thus the paper corroborates the bernard and thomas finding that stock prices fail to reflect the extent to which quarterly earnings series differ from a seasonal random walk and extends it by showing that the market systematically underestimates time series properties resulting from accounting conservatism

earnings management and accounting income aggregation quarterly earnings allow aggregation into annual earnings in four different ways fiscal year earnings is one measure of annual earnings the others being earnings for annual periods ending at interim quarter ends we investigate earnings management in fiscal year earnings relative to these alternative measures of firms annual earnings we confirm prior findings in burgstahler and dichev 1997 earnings management to avoid earnings decreases and losses journal of accounting and economics 24 99 126 of discontinuities around zero and prior year earnings in histograms of earnings subsequent research questions whether these discontinuities are evidence of earnings management using histograms of our alternative annual earnings measures we offer evidence suggesting earnings management is responsible for the discontinuities

discussion of the role of accruals in asymmetrically timely gain and loss recognition the accrual process is central to financial accounting accruals adjust cash flows to reported earnings and form the building blocks for the balance sheet given the importance of accruals to financial accounting it is surprising how sparse the modeling of the overall accrual process has been within the literature until recently the state of the art empirical approach modeled total accruals as a function of the change in sales and property plant and equipment pp e jones 1991 recently working capital accruals have been more formally modeled as a function of firms selling activity and past present and future operating cash flows e g dechow kothari and watts 1998 dechow and dichev 2002 ball and shivakumar incorporate conditional conservatism an important feature of the earnings process into existing accruals models specifically they recognize that accruals are expected to be an asymmetric function of firm performance in which economic losses are captured by the accruals process in a more timely manner than gains their evidence documents a robust asymmetry in the relation between accruals and economic losses and gains and demonstrates that accruals models that incorporate this asymmetry have superior explanatory power the authors innovation advances

on stabilizing volatile product returns as input ows of secondary raw materials show high volatility and tend to behave in a chaotic way the identification of the main drivers of the dynamic behavior of returns plays a crucial role based on a stylized productionrecycling system consisting of a set of nonlinear difference equations we explicitly derive parameter constellations where the system will or will not converge to its equilibrium using a constant elasticity of substitution production function the model is then extended to enable coverage of real world situations using waste paper as a reference raw material we empirically estimate the parameters of the system by using these regression results we are able to show that the equilibrium solution is a lyapunov unstable saddle point this implies that the system is sensitive on initial conditions that will hence impede the predictability of product returns small variations of production input proportions could however stabilize the whole system authors abstract

the information content of losses abstract this study hypothesizes that because shareholders have a liquidation option losses are not expected to perpetuate they are thus less informative than profits about the firm s future prospects the results are consistent with the hypothesis they also show that the documented increase in the earnings response coefficent as the cumulation period increases appears to be due exclusively to the effect of losses the liquidation option effect extends to profitable cases where earnings are low enough to make the option attractive alternating explanations for the low informativeness of losses such as mean reversal of earnings are not supported by the tests

evidence that the zero earnings discontinuity has disappeared abstract discontinuities in earnings distributions at zero have been widely cited as evidence of earnings management but not without controversy recent research suggests discontinuities may be mere artifacts of certain research design choices we find that the well known zero earnings discontinuity disappears soon after passage of the sarbanes oxley act sox and has not returned we also find that neither the discontinuity nor its disappearance require the effects of widely cited alternative non earnings management explanations for the zero earnings discontinuity

earnings volatility and earnings predictability abstract survey evidence indicates widely held managerial beliefs that earnings volatility is negatively related to earnings predictability in addition existing research suggests that earnings volatility is determined by economic and accounting factors and both of these factors reduce earnings predictability we find that the consideration of earnings volatility brings substantial improvements in the prediction of both short and long term earnings conditioning on volatility information also allows one to identify systematic errors in analyst forecasts which implies that analysts do not fully understand the implications of earnings volatility for earnings predictability

the role of accruals in asymmetrically timely gain and loss recognition we investigate the role of accrual accounting in the asymmetrically timely recognition incorporation in reported earnings of gains and losses timely recognition requires accruals when it precedes complete realization of the gains and losses in cash we show that nonlinear accruals models incorporating the asymmetry in gain and loss recognition timelier loss recognition or conditional conservatism offer a substantial specification improvement explaining substantially more variation in accruals than equivalent linear specifications conversely conventional linear accruals models by omitting the loss recognition asymmetry exhibit substantial attenuation bias and offer a comparatively poor specification of the accounting accrual process linear specifications also understate the ability of current earnings to predict future cash flows these findings have implications for our understanding of accrual accounting and conservatism as well as for researchers estimating discretionary accruals earnings management and earnings quality

does religion mitigate earnings management evidence from china using a sample of 11 357 firm year observations from the chinese stock market for the period of 2001 2011 we investigate whether and how religion can mitigate earnings management specifically based on geographic proximity based religion variables we provide strong and robust evidence to show that religion is significantly negatively associated with the extent of earnings management suggesting that religion can serve as a set of social norms to mitigate corporate unethical behavior such as earnings management our findings also reveal that the negative association between religion and earnings management is less pronounced for firms with closer distance to the regulatory centers than for their counterparts implying the substitutive effects between religion and the distance to regulators the proxy for regulatory intensity on mitigating earnings management the above results are robust to different measures of earnings management various religion variables and a variety of sensitivity tests

earnings management erroneous inferences based on earnings frequency distributions a vast literature following hayn 1995 and burgstahler and dichev 1997 attributed the so called discontinuities in earnings distributions around zero to earnings management despite recent evidence that these discontinuities are likely caused by other factors researchers and teachers continue to point to the shapes of these distributions as evidence of earnings management we provide three sets of further evidence that these discontinuities are likely caused by factors other than earnings management 1 we provide as an example a detailed analysis of the severe effects of sample selection in a recent study this study erroneously concludes that the shape of an earnings distribution is evidence of earnings management 2 we provide a simple explanation for the shape of the earnings distribution that is most often cited as evidence of earnings management the relation between earnings and prices differs with the magnitude and the sign of earnings and 3 we provide further examples that support the main point of our paper evidence beyond the mere shape of a distribution must be brought to bear before researchers can draw conclusions regarding the presence absence of earnings management

democracy as an equilibrium observation shows that while democracy is fragile in poor countries it is impregnable in developed ones to explain this pattern i develop a model in which political parties propose redistributions of incomes observe the result of an election and decide whether to comply with the outcome or to launch a struggle for dictatorship democracy prevails in developed societies because too much is at stake in turning against it more income can be redistributed in developed than in poor countries without threatening democracy limits on redistribution arise endogenously so that constitutions are not necessary for democracy to endure a democratic culture characterizes the equilibrium

is comprehensive income superior to net income as a measure of firm performance abstract with the exception of financial firms we find no evidence that comprehensive income is more strongly associated with returns market value or better predicts future cash flows income than net income moreover the only component of comprehensive income that improves the association between income and returns is the marketable securities adjustment our results do not support the claim that comprehensive income is a better measure of firm performance than net income our results also raise questions about the appropriateness of items included in sfas 130 comprehensive income as well as the need for mandating uniform comprehensive income disclosures for all industries

information distortion in a supply chain the bullwhip effect this article originally appeared in management science april 1997 volume 43 number 4 pp 546 558 published by the institute of management sciences consider a series of companies in a supply chain each of whom orders from its immediate upstream member in this setting inbound orders from a downstream member serve as a valuable informational input to upstream production and inventory decisions this paper claims that the information transferred in the form of orders tends to be distorted and can misguide upstream members in their inventory and production decisions in particular the variance of orders may be larger than that of sales and distortion tends to increase as one moves upstream a phenomenon termed bullwhip effect this paper analyzes four sources of the bullwhip effect demand signal processing rationing game order batching and price variations actions that can be taken to mitigate the detrimental impact of this distortion are also discussed

changes in accrual properties and operating environment implications for cash flow predictability abstract this paper reconciles conflicting evidence in prior literature on the relative ability of earnings and cash flows in predicting future cash flows further we investigate the implications of temporal shifts in accrual properties and operating environment for cash flow predictability three key insights emerge first cash flows consistently outperform earnings in predicting future cash flows second accruals and its components including those capturing non articulating events have incremental albeit small predictive ability over cash flows third earnings ability to predict future cash flows has increased over the period 1989 2015 due to changes in operating environment rather than accrual properties

autocorrelation structure of forecast errors from time series models alternative assessments of the causes of post earnings announcement drift abstract this paper demonstrates that the evidence supporting the hypothesis that post earnings announcement drift pead is caused by investors failure to incorporate the implications of current earnings for future earnings is also consistent with researchers over differencing an already stationary time series specifically we show the evidence is driven by a subset of firms where over differencing of quarterly earnings in estimating earnings surprises is most likely to have occurred given the persistence of the pead over time our alternative explanation suggests that the prior research investigating the causes for the pead overestimates investors naivete

gdp management to meet or beat growth targets abstract we apply the discontinuity methodology from the accounting literature to a political economy setting of gdp reporting and examine whether chinese local governments manage regional gdp numbers we find strong evidence of discontinuities around zero in the distribution of actual minus target gdp growth rates the frequencies of just meeting or beating gdp growth targets are about five four times the frequencies of just missing targets at the prefecture province level the results are stronger for governors with longer tenures and those without political connections to higher level officials as well as for local governments with more resources under their control

why do accruals predict earnings abstract higher accruals are associated with lower subsequent earnings we show this phenomenon can be explained by the way sales profits and working capital respond to changes in a firm s product markets empirically high accruals predict high subsequent sales growth but a long lasting drop in both profits and profitability accruals also predict an increase in future competition suggesting that accruals are correlated with abnormally high and in equilibrium transitory true profitability that attracts new entrants to the industry overall the predictive power of accruals is better explained by product market effects than by measurement error in accruals or diminishing returns from investment

strategic electoral rule choice under uncertainty we study electoral rule choice in a multi party model with office motivated parties and electoral outcome uncertainty we show that when all dominant parties parties with positive probability of winning the election have sufficiently good chances of winning they agree to switch from the pr rule to a more majoritarian one in order to increase their chances of forming a single party government we identify the exact degree of disproportionality of the new rule and we prove that it is increasing in the expected vote share of the smaller parties parties with zero probability of winning otherwise the necessary and sufficient conditions for such collusion in favor of a majoritarian rule are a the high rents from a single party government and b sufficient uncertainty over the electoral outcome our theoretical predictions regarding the degree of the disproportionality of the electoral rule are supported by empirical evidence

the economics of fraudulent accounting we argue that earnings management and fraudulent accounting have important economic consequences in a model where the costs of earnings management are endogenous we show that in equilibrium low productivity firms hire and invest too much in order to pool with high productivity firms this behavior distorts the allocation of economic resources in the economy we test the predictions of the model using firmlevel data we show that during periods of suspicious accounting firms hire and invest excessively while managers exercise options when the misreporting is detected firms shed labor and capital and productivity improves our firm level results hold both before and after the market crash of 2000 in the aggregate our model provides a novel explanation for periods of jobless and investment less growth

the ability of earnings to predict future earnings and cash flow this paper examines the value relevance of earnings by testing their ability to predict two future benefits of equity investment earnings and cash flow from operations previous research discussed below has given an incomplete view of earnings predictive ability as it has typically focused on short horizons while ignoring the longer term benefits that are also valued as in ohlson 1990 i test earnings ability to predict future earnings and future cash flow from operations1 one through eight years ahead using annual data from

financial reporting quality and the cost of debt of smes this study explores a large and detailed dataset of financial statements of belgian small and medium sized enterprises smes over the 1997 2010 period using accruals quality as a proxy for the quality of smes financial reports we find that the quality of smes financial statements is negatively related to those companies effective interest cost this result is also highly economically significant the findings in this paper are consistent with the idea that earnings are important for creditors in predicting smes reimbursement capacity i e future cash flows and that less estimation error in accruals enhances earnings ability to predict future cash flows we deliver evidence of an important economic benefit of financial reporting for smes to wit the potential to reduce information asymmetry between smes and their creditors through higher quality financial reporting

accounting earnings and gross domestic product we document that aggregate accounting earnings growth is an incrementally significant leading indicator of growth in nominal gross domestic product gdp professional macro forecasters however do not fully incorporate the predictive content embedded in publicly available accounting earnings data as a result future nominal gdp growth forecast errors are predictable based on accounting earnings data that are available to professional macro forecasters in real time

asymmetric sensitivity of ceo cash compensation to stock returns abstract we document that ceo cash compensation is twice as sensitive to negative stock returns as it is to positive stock returns since stock returns include both unrealized gains and unrealized losses we expect cash compensation to be less sensitive to stock returns when returns contain unrealized gains positive returns than when returns contain unrealized losses negative returns this is consistent with boards of directors exercising discretion to reduce costly ex post settling up in cash compensation paid to ceos

do scaling and selection explain earnings discontinuities abstract earnings distributions commonly exhibit statistically significant discontinuities at zero earnings which are widely interpreted as evidence of earnings management to avoid a loss in contrast durtschi and easton 2005 durtschi and easton 2009 assert that discontinuities are instead explained by some combination of prior researchers choice s of scaling and sample selection as well as a scaling related effect due to a systematic relation between the sign of earnings and market prices resolution of the conflicting interpretations of discontinuities is important because 1 it affects how investors regulators and scholars view earnings management and 2 it demonstrates the importance of a close linkage between theory and research design choices we point out that de provide no evidence that scaling or selection create discontinuities but only evidence showing that changes in scaling or selection eliminate discontinuities we demonstrate why the research designs used by de eliminate discontinuities and why alternative designs using the same data yield statistically significant discontinuities that cannot be attributed to either scaling or selection

arbitrage risk and post earnings announcement drift this study examines whether the magnitude of post earnings announcement drift is related to the risk faced by arbitrageurs who may view the anomaly as a trading opportunity consistent with this hypothesis the magnitude of the drift is strongly related to the arbitrage risk measure developed by wurgler and zhuravskaya 2002 the effect of arbitrage risk is statistically and economically significant in a range of specifications the results support the view of post earnings announcement drift as an underreaction to earnings information

earnings management to avoid earnings decreases and losses this paper provides evidence that firms manage reported earnings to avoid earnings decreases and losses specifically in cross sectional distributions of earnings changes and earnings we lind unusually low frequencies of small decreases in earnings and small losscs and unusually high frequencies of small increases in earnings and small positive income we find evidence that two components of earnings cash flow from operations and changes in working capital are used to achieve increases in earnings we present two theories based on stakeholder use of information processing heuristics and prospect theory about the motivation for avoidance of earnings decreases and losses

control of a production inventory system with returns under imperfect advance return information we consider a production inventory system with product returns that are announced in advance by the customers demands and announcements of returns occur according to independent poisson processes an announced return is either actually returned or cancelled after a random return lead time we consider both lost sale and backorder situations using a markov decision formulation the optimal production policy with respect to the discounted cost over an infinite horizon is characterized for situations with and without advance return information we give insights in the potential value of this information also some attention is paid to combining advance return and advance demand information further applications of the model as well as topics for further research are indicated

comments on information distortion in a supply chain the bullwhip effect in this commentary we trace back how we pursued research on the bullwhip effect which resulted in the article published in management science we reflect on the evolution of this concept the impact that our work has had on industry the way our work has been used in the teaching of supply chain management and the key directions of research that have taken place since then

a contracting perspective on earnings quality abstract this paper analyzes the impact of signal to noise ratios and the autocorrelation of a performance measure on the principal s welfare in dynamic agencies with renegotiation we consider the impact of changes in the persistent transitory and reversible components of accounting earnings on its usefulness in valuation versus contracting increasing the persistent components and reducing the reversible components are generally desirable for valuation but not for contracting eliminating transitory components of earnings is generally desirable for valuation but not necessarily for contracting we discuss the contracting implications of differences in the autocorrelations of accounting earnings versus stock returns

institutionalizing uncertainty the choice of electoral formulas taken from an infinite set of divisors methods the d hondt formula is the unique rule that maximizes the minimum number of seats for parties exceeding average size but not surpassing an absolute majority of the votes this property is also shared in the quota set of methods by the droop formula at the same time these two methods are those most commonly observed in practice this paper relates the property stated to the observed facts if parties try to maximize the minimum number of seats for a given share of votes then the d hondt formula should be chosen this choice is consistent with rational parties that make institutional choices in an uncertain environment

earnings volatility post earnings announcement drift and trading frictions earnings volatility post earnings announcement drift we find that lower ex ante earnings volatility leads to higher post earnings announcement drift pead pead is a function of both the magnitude of an earnings surprise and its persistence while prior research has largely investigated market reactions to the magnitude of the earnings surprise in this study we show that the persistence of the earnings surprise is equally important a unique feature of the anomalous pead returns documented here concerns the association between abnormal returns and trading frictions besides demonstrating that firms with lower earnings volatility have higher abnormal returns we also find that lower earnings volatility firms have lower trading frictions taken together these findings imply that higher abnormal returns are associated with lower trading frictions we exploit this implication to empirically demonstrate that pead returns due to earnings volatility are not concentrated in the firms with the largest trading frictions which is in contrast to the findings in prior anomaly studies

anticipatory income smoothing a re examination abstract this paper reassesses evidence of anticipatory income smoothing reported in defond and park dp j accounting econom 23 1997 115 in light of knowledge about measurement error in discretionary accrual estimates we argue that the method dp use to measure un managed earnings mechanically biases the evidence in a manner consistent with anticipatory income smoothing using an approximate randomization approach we find that dp s results cannot be distinguished from those achieved when discretionary accruals are randomly assigned to firm years in our sample overall these results show that the backing out approach to measuring un managed earnings is ineffective in testing earnings management hypotheses

the relation between earnings and cash flows abstract a model of earnings cash flows and accruals is developed assuming a random walk sales process variable and fixed costs and that the only accruals are accounts receivable and payable and inventory the model implies earnings better predict future operating cash flows than current operating cash flows and the difference varies with the operating cash cycle also the model is used to predict serial and cross correlations of each firm s series the implications and predictions are tested on a 1337 firm sample over 1963 1992 both earnings and cash flow forecast implications and correlation predictions are generally consistent with the data

earnings acceleration and stock returns abstract we document that earnings acceleration defined as the quarter over quarter change in earnings growth has significant explanatory power for future excess returns these excess returns are robust to a wide range of previously documented anomalies and a battery of risk controls the future return predictability appears to be consistent with investors assuming a seasonal random walk model for quarterly earnings and missing predictable implications of earnings acceleration for future earnings growth finally the excess returns from the basic earnings acceleration strategy can be enhanced further by focusing on profit firms low earnings volatility firms and on specific patterns of earnings acceleration

how do nonprofit hospitals manage earnings abstract we hypothesize that unlike for profit firms nonprofit hospitals have incentives to manage earnings to a range just above zero we consider two ways managers can achieve this they can adjust discretionary spending hoerger t j 1991 profit variability in for profit and not for profit hospitals journal of health economics 10 259 289 and or they can adjust accounting accruals using the flexibility inherent in generally accepted accounting principles gaap to test our hypothesis we use regressions as well as tests of the distribution of earnings by burgstahler and dichev burgstahler d dichev i 1997 earnings management to avoid earnings decreases and losses journal of accounting and economics 24 99 126 on a sample of 1 204 hospitals and 8 179 hospital year observations our tests support the use of discretionary spending and accounting accrual management like hoerger 1991 we find evidence that nonprofit hospitals adjust discretionary spending to manage earnings however we also find significant use of discretionary accruals e g adjustments to the third party allowance and allowance for doubtful accounts to meet earnings objectives these findings have two important implications first the previous evidence by hoerger that nonprofit hospitals show less variation in income may at least partly be explained by an accounting phenomenon second our findings provide guidance to users of these financial statements in predicting the direction of likely bias in reported earnings

do stock prices fully reflect the implications of current earnings for future earnings for ar1 firms this paper extends previous research particularly bernard and thomas 1989 1990 which has concluded that stock prices do not fully reflect the implications of current earnings for future earnings previous research is based on the assumption that quarterly earnings follow the complex process identified by brown and rozeff 1979 hereafter br as shown by maines and hand 1996 however individuals do not fully understand a simple quarterly earnings generating process in this study we conjecture that the br model s complexity is the source of investor failure to fully appreciate the implications of current earnings for future earnings we test this conjecture on a sample of firms whose quarterly earnings are generated by a simple first order autoregressive ar process

incentive contracting and value relevance of earnings and cash flows accounting performance measures such as earnings and cash flows are useful for both valuation and performance evaluation purposes however little evidence exists on whether there is any association between these two roles in this study we provide large sample empirical evidence that the value relevance of earnings explains a significant amount of the cross sectional variation in the pay sensitivity of earnings and the incremental value relevance of cash flows explains variation in the marginal pay sensitivity of cash flows we document that while both value relevance and compensation weight on earnings decline from the subperiod of 1993 to 1997 to the subperiod of 1998 to 2003 both value relevance and compensation weight on cash flows increase from the earlier subperiod to the later subperiod overall our results provide additional evidence that value relevance of a performance measure plays a significant role in its use for performance evaluation

analysis and comparison of earnings forecast agents recent policy making activities of the sec 1978 1979 and the aicpa 1980 have rekindled interest in the subject of management s public disclosures of forecasts much of the forecasting literature and related policy considerations concern the comparative accuracy of managerial forecasts relative to other sources of earnings forecasts the basic premise is that if management forecasts are more accurate than those of other sources then it may be socially desirable to have the fasb or the sec govern forecast disclosures the economic implications of this policy issue were first discussed by gonedes dopuch and penman 1976 much of the subsequent empirical work has centered on assessments of the accuracy of managements forecasts in an effort to determine if they are potentially more informative a review of published research suggests that a number of conflicting results have been obtained one study reports that firm specific box and jenkins 1970 forecasts are superior to more accurate than those of management lorek mcdonald and patz 1976 while another concludes that analysts forecasts are superior to firm specific box jenkins forecasts and several other naive forecasting models brown and rozeff 1978 if one ignores differences in the samples and the time periods of these studies the results imply that analysts forecasts are more accurate

when does the bond price reaction to earnings announcements predict future stock returns abstract in this paper i show that the bond price reaction to earnings announcements has predictive power for post announcement stock returns and that this predictive ability is driven by the bonds of non investment grade firms i find that bonds predictive ability is more pronounced in firms that have a lower level of institutional shareholder ownership and whose bonds are more liquid this paper enhances our understanding of the relation between the stock and bond markets and complements the literature which documents whether and under what circumstances various accounting based measures and financial statement components predict post announcement stock returns

have investors learned from the crisis an analysis of post crisis pricing errors and market corrections in us stock markets based on the reverse dcf model the traditional discounted cash flow dcf model is generally used to estimate the present value of an enterprise or its equity based on expected future parameters such as cash flows growth rate a

on delineating supply chain cash flow under collectionrisk abstract the credit terms for accounts receivable ar offered by sellers to buyers not only create a time lag between supply chain physical flow and cash flow but also increase the collection risk contributed by late collection and default previous studies describing the relationship between the two major supply chain flows did not consider the collection risk which poses a serious challenge to companies with limited cash resources when seeking growth opportunities in sales this study first delineates the relationship between the two flows during a growth period without imposing any constraints a stochastic optimization model is then developed to observe the managerial implications of cash flow risk under tight cash constraints

financial analysts forecasts of earnings a better surrogate for market expectations abstract the specification of the market expectation of accounting numbers is a common feature of many empirical studies in accounting and finance givoly and lakonishok 1979 found that financial analysts forecasts have information content this study evaluates the quality of analysts forecasts as surrogates for the market expectation of earnings and compares it with that of prediction models commonly used in research results indicate that prediction errors of analysts are more closely associated with security price movements suggesting that analysts forecasts provide a better surrogate for market expectations than forecasts generated by time series models the study also identifies factors that might contribute to the performance of the financial analysts forecasts the broadness of the information set employed by analysts and to a lesser extent their reliance on information released after the end of the fiscal year appear to be important contributors to their performance

intra industry information transfers associated with earnings releases abstract the impact that a firm s earnings releases have on the stock prices of other firms in its industry is examined for an identifiable sub set of firms the results are consistent with a significant information transfer occurring between the earnings release firm and the other firms in its industry this subset is identified by examining the impact of the release on the stock price of the announcing firm the magnitude of this impact is more significant for a sample of firms which have a larger percentage of their revenues in the same line of business as the earnings release firm vis a vis a sample with a lower percentage of their revenues from the same line of business alternative interpretations of the empirical results are also discussed the research findings have implications for information content and market efficiency research and for research on policy issues associated with disclosure regulation

industry competition earnings management and leader follower effects this article examines the impacts of industry competition on the leader follower effects in different earnings management activities the empirical results show that there are the leader follower e

initial evidence on the role of accounting earnings in the bond market we document that 1 the incidence of bond trade increases during the days surrounding earnings announcements 2 there is a bond price reaction to the announcement of earnings and 3 there is a positive association between annual bond returns and both annual changes in earnings and annual analysts forecast errors all of these effects are larger when earnings convey bad news or when the underlying bond is more risky taken together our results suggest that the nonlinear payoff structure of bond securities affects the role of accounting earnings in the bond market

book rate of return and prediction of earnings changes an empirical investigation over the years there has developed a fairly substantial body of research on the time series of earnings as a whole this literature concludes that changes in annual accounting earnings are unpredictable that is earnings follow a random walk 1 based on this result some inferences of economic substance policy have been claimed 2 in this paper we reconsider empirical issues which at least to some extent have been obscured by this conclusion we argue that the above result is only true in a limited sense since a modest enlargement of the predictive information set should allow for a rejection of the hypothesis that earnings changes are

the ability of earnings to predict future operating cash flows has been increasing not decreasing we investigate the relationship between earnings and one year ahead operating cash flows from 1973 to 2000 although the extant research indicates a weakening relationship between contemporaneous earnings and stock prices over time we find that the relationship between current earnings and future operating cash flows has increased over time this result holds for numerous divisions of our sample out of sample predictions of operating cash flows generally show increasing forecast accuracy over time increasing accounting conservatism appears to play a role in this phenomenon

the ambiguity of earnings announcements we study the consequences of misreporting in settings where ambiguity averse investors face uncertainty about two aspects of the firm its productivity and the weakness of its reporting system we

legal inforcement short maturity debt and the incentive to manage earnings abstract prior research contends that weak legal regimes discourage lender enforcement of contracts by making it either costly or ineffective however diamond observes that this lender passivity can be overcome by structuring debt as a short term loan his argument is that an arrival of bad news in the presence of short term debt can result in externalities that will trigger a run on the firm and that this in turn creates ex ante incentives for lenders to enforce their contracts we examine whether short term debt creates an incentive for borrowers to delay the recognition of bad news through earnings management using a sample of firm level data from 33 countries over a 10 year period we find that short term debt induces greater earnings management this impact of short term debt is especially greater in countries with weak legal regimes this evidence is consistent with the hypothesis that borrowers will manage earnings to circumvent lender enforcement

understanding the numbers game abstract two well known stylized facts on earnings management are that the earnings surprise distribution has a discontinuity at zero and that positive earnings surprises are associated with positive abnormal returns we link these two facts in a model of the earnings management decision in which the manager trades off the capital market benefits of meeting earnings benchmarks against the costs of manipulation we develop a new structural methodology to estimate the model and uncover the unobserved cost function the estimated model parameters yield the percentage of manipulating firms magnitude of manipulation noise in manipulation and sufficient statistics to evaluate proxies for identifying firms suspected of manipulation finally we use the sarbanes oxley act as a policy experiment and find that by increasing costs the act reduced equilibrium earnings management by 36 this reduction occurred despite an increase in benefits consistent with the market rationally becoming less skeptical of firms that just meet benchmarks

earnings management the shapes of the frequency distributions of earnings metrics are not evidence ipso facto we provide evidence that the shapes particularly around zero of the frequency distributions of earnings metrics examined in the extant earnings management literature are affected by 1 deflation using for example price or market capitalization 2 sample selection criteria that lead to differential inclusion exclusion of observations to the left of zero versus observations to the right of zero implicit in studies focusing on firms followed by i b e s and explicit in studies partitioning on a variable differing between loss observations and profit observations 3 differences between the characteristics of observations to the left of zero and observations to the right of zero such as market pricing and analyst optimism pessimism or 4 a combination of these factors since the shapes of the frequency distributions of earnings metrics at zero are likely due to one of the above effects we conclude that the shapes cannot be used as ipso facto evidence of earnings management