supply chain information in analyst reports on publicly traded companies abstract analyst reports are an important source of secondary data on companies for understanding a company s performance in the recent past and for getting guidance on its future performance we therefore analyzed the text of 1028 equity analyst reports of 145 fortune 500 global companies not including services sectors like it or banking published between 2009 and 2011 for supply chain related information we found that nearly three fifths of these reports contained supply chain information pertaining to inbound process or outbound aspects of the supply chain of the company at the report level there are significant industry effects for supply chain related content in analyst reports on the other hand aggregating information at the company level it appears that analysts focus on a particular supply chain aspect for a company as well as its sector furthermore logistic regression analysis suggests a link between the supply chain information provided when this is positive in orientation and the buy sell hold recommendation of the analyst regarding the company s stock

inflation and uncertainty tests for temporal ordering for the postwar united states increases in the rate of inflation tend to precede increases in the level of inflation uncertainty the finding suggests that higher inflation uncertainty is part of the welfare cost of inflation possible explanations are 1 a high rate of inflation increases uncertainty about future monetary policy and 2 there is uncertainty about the persistence of inflation copyright 1995 by ohio state university press

measuring the impacts of teachers i evaluating bias in teacher value added estimates are teachers impacts on students test scores value added a good measure of their quality one reason this question has sparked debate is disagreement about whether value added va measures provide unbiased estimates of teachers causal impacts on student achievement we test for bias in va using previously unobserved parent characteristics and a quasi experimental design based on changes in teaching sta using school district and tax records for more than one million children we nd that va models which control for a student s prior test scores exhibit little bias in forecasting teachers impacts on student achievement although teachers have substantial impacts

the perceived returns to education and the demand for schooling economists emphasize the link between market returns to education and investments in schooling though many studies estimate these returns with earnings data it is the perceived returns that affect schooling decisions and these perceptions may be inaccurate using survey data for eighth grade boys in the dominican republic we find that the perceived returns to secondary school are extremely low despite high measured returns students at randomly selected schools given information on the higher measured returns completed on average 0 20 0 35 more years of school over the next four years than those who were not

spillovers and governance an analysis of knowledge and reputational spillovers in information technology investigating spillovers potential costs and benefits to a firm that extend beyond an individual transaction i integrate transaction cost theory and the knowledge based view of the firm in an effort to better understand the efficient governance of knowledge contracts with detailed task descriptions were associated with transactions with the potential to generate new and reusable knowledge the risk of a firm s technology spilling over to others and the risk of reputation impairing spillovers were associated with suppliers using their own employees rather than subcontractors thus results suggest that the creation and protection of knowledge are key factors in understanding governance decisions

the effect of asymmetries on optimal hedge ratios there is widespread evidence that the volatility of stock returns displays an asymmetric response to good and bad news this article considers the impact of asymmetry on time varying hedges for financial futures an asymmetric model that allows forecasts of cash and futures return volatility to respond differently to positive and negative return innovations gives superior in sample hedging performance however the simpler symmetric model is not inferior in a hold out sample a method for evaluating the models in a modern risk management framework is presented highlighting the importance of allowing optimal hedge ratios to be both time varying and asymmetric

trading mechanisms and stock returns an empirical investigation this paper examines the effects of the mechanism by which securities are traded on their price behavior we compare the behavior of open to open and close to close returns on nyse stocks given the differences in execution methods applied in the opening and closing transactions opening returns are found to exhibit greater dispersion greater deviations from normality and a more negative and significant autocorrelation pattern than closing returns we study the effects of the bid ask spread and the price adjustment process on the estimated return variances and covariances and discuss the associated biases we conclude that the trading mechanism has a significant effect on stock price behavior

coarse thinking and persuasion we present a model of uninformative persuasion in which individuals think coarsely they group situations into categories and apply the same model of inference to all situations within a category coarse thinking exhibits two features that persuaders take advantage of i transference whereby individuals transfer the informational content of a given message from situations in a category where it is useful to those where it is not and ii framing whereby objectively useless information influences individuals choice of category the model sheds light on uninformative advertising and product branding as well as on some otherwise anomalous evidence on mutual fund advertising

predisclosure information firm capitalization and security price behavior around earnings announcements several studies on the relationship between earnings reports and security price behavior provide evidence suggesting that a significant portion of the information revealed through earnings reports is reflected in security prices prior to the report month e g ball and brown 1968 and brown and kennelly 1972 this has been attributed at least partly to the existence of other more timely sources of information which allow market agents to forecast earnings prior to their release the evidence above reflects an average finding across all firms one question of interest is whether there are significant systematic crosssectional differences in the security price reactions to earnings announcements of firms which are associated with specific firm characteristics that lead to differential amounts of predisclosure information this study focuses on firm size capitalization as one such characteristic a firm

a theory of ambiguity credibility and inflation under discretion and asymmetric information this paper develops a positive theory of credibility ambiguity and inflation under discretion and asymmetric information the monetary policymaker maximizes his own politically motivated objective function that is positively related to economic stimulation through monetary surprises and negatively related to monetary growth the relative importance he assigns to each target shifts stochastically through time his current preference trade off is known to him but not to the public when choosing the state contingent path of money growth for the present and the future the policymaker compares the benefits from current stimulation with the costs associated with higher future inflation expectations current monetary growth conveys information to the public about future money growth because there is persistence in the policymaker s objectives although expectations are rational information is imperfect because monetary control procedures are imprecise as a result the public cannot correctly distinguish persistent changes of emphasis on different policy objectives from transitory monetary control errors the public becomes aware of changes gradually by observing past monetary growth credibility is defined in terms of the speed with which the public recognizes changes in the objectives of the policymaker credibility is lower the noisier monetary control and the more stable the objectives of the policymaker looser monetary control and a higher degree of time preference on the part of the policymaker induce him to produce higher and more variable monetary growth when the policymaker is free to determine the accuracy of monetary control he does not always choose the most effective control available in spite of the fact that monetary surprises always have an expected value of zero the reason is that ambiguous control procedures enable the policymaker to generate positive surprises when he cares more than on average about economic stimulation he leaves the inevitable negative surprises for periods in which he cares more about inflation prevention this result provides an explanation for the fed s preference for ambiguity recently documented by goodfriend 1986 the policymaker is more likely to pick more ambiguous control procedures the more uncertain his objectives and the higher his time preference the paper also provides a theoretical underpinning for the well documented crosscountry positive correlation between the level and the variability of inflation

the euro and inflation uncertainty in the european monetary union in this paper we investigate empirically the relationship between inflation and inflation uncertainty in twelve emu countries we estimate a time varying parameter model with a garch specification for the conditional volatility of inflation in order to distinguish between short run structural and impulse and steady state uncertainty we then introduce a dummy variable to model the policy regime shift which occurred in 1999 with the introduction of the euro and its effects on the links between inflation and inflation uncertainty we find that steady state inflation has generally remained stable with the important exception of germany where the trend has become positive steady state inflation uncertainty and inflation persistence have both increased and the relationship between inflation and inflation uncertainty has broken down in many countries these findings cast doubt on the optimistic view taken by the ecb concerning its success in controlling inflation and suggest the need for improvements in its analytical framework

the role of media in the credit crunch the case of the banking sector using a vector autoregression framework this paper investigates the dynamic relationship between the intensity of negative media speculation and the market performance of financial institutions evidence is provided that over the sub prime crisis period pessimistic coverage granger caused the returns on banking indices while causality in the opposite direction proved weaker these findings may imply that journalists not only report on the state of economic reality but also play an active role in creating it investors acting upon sentiment implicit in media reports would have been able to improve their investment performance as measured by sharpe ratios and jensen s alphas

macroeconomic uncertainty and performance in the european union abstract we use a very general bivariate garch m model and monthly data on eu countries covering the 1962 2003 period to test for the impact of real output growth and nominal inflation macroeconomic uncertainty on inflation and output growth our evidence supports a number of important conclusions first in the majority of countries uncertainty regarding the output growth rate is related to the average growth rate and the effect in several countries is negative second in half of the cases there is no significant relationship between inflation uncertainty and output growth performance third inflation and output uncertainty have a mixed effect on inflation nevertheless considerable evidence for the cukierman meltzer hypothesis is obtained our conclusions are based on adopting both a structural and a reduced form bivariate garch model finally we also find statistically significant evidence of regime switching for both inflation and output growth volatility throughout the sample

the fischer black hypothesis some time series evidence we estimate an arch m model to analyze the relationship between the conditional standard deviation of real gross national product gnp and its growth rate for the period 1871 1993 we find that variability significantly increases output growth rates in addition impulse response functions show that the effect of variability on growth rates is dynamic these results provide evidence in favor of black s 1987 business cycle hypothesis

market structure informed trading and analysts recommendations we examine stock price behavior in response to initial coverage buy recommendations that are pre released to important clients before the stock market opens and find a strong positive valuation effect at the open on average it takes five minutes of trading for nyse amex stocks and 15 minutes for nasdaq stocks to reflect the private information contained in these analyst recommendations so when informational asymmetry is high the centralized call market is more efficient than a competitive but fragmented dealer market public news release leaves share prices unaltered overall competition among informed traders causes private information to be rapidly incorporated into stock prices

re examining inflation and inflation uncertainty in developed and emerging countries abstract this paper examines the relationship between inflation and inflation uncertainty for both developed and emerging countries we find new evidence that suggests positive inflationary shocks have stronger impacts on inflation uncertainty for mainly latin american countries

connecting student loans to labor market outcomes policy lessons from chile abstract rising student loan default rates and protests over debt suggest that many students make college enrollment and financing choices they regret policymakers have considered tying the availability of federally subsidized loans at degree programs to financial outcomes for past students this paper considers the implementation of such a policy in chile we describe how loan repayment varied by degree type at baseline the design of the loan reform and how earnings based loan caps change availability of loans and incentives for students and higher education institutions we discuss the challenges facing policymakers seeking to link loan availability to earnings outcomes

the association between accounting earnings and security returns for large and small firms abstract the differential information hypothesis advanced by atiase 1980 states that information production and dissemination by private parties for the purpose of identifying mispriced securities is an increasing function of firm size this study examines two corollaries of that hypothesis first security prices of large firms anticipate accounting earnings earlier than security prices of small firms second for a given level of unexpected earnings the cumulative abnormal returns of small firms exceed those of large firms the results are generally consistent with atiase s hypothesis

stock market structure and volatility the procedure for opening stocks on the nyse appears to affect price volatility an analytical framework for assessing the magnitude of the structurally induced volatility is presented the ratio of variance of open to open returns to closeto close returns is shown to be consistently greater than one for nyse common stocks during the period 1982 through 1986 tbe greater volatility at the open is not attributable to the way in which public information is released since both the opento open return and the close to close return span the same period of time instead the greater volatility appears to be attributable to private information revealed in trading and to temporaryprice deviations induced by specialist and other traders the implied cost of immediacy at the open is significantly higher than at the close other empirical evidence in this article documents the volume of trading at the open the time delays between the exchange opening and the first transaction in a stock the difference in daytime volatility versus overnight volatility and the extent to which volatility is related to trading volume

the asymmetric effects of uncertainty on inflation and output growth we study the effects of growth volatility and inflation volatility on average rates of output growth and inflation for post war us data our results suggest that increased growth uncertainty is associated with significantly lower average growth while higher inflation uncertainty is significantly negatively correlated with lower output growth and lower average inflation both inflation and growth display evidence of significant asymmetric response to positive and negative shocks of equal magnitude copyright 2004 john wiley sons ltd

firm size and the information content of prices with respect to earnings abstract beaver lambert and morse 1980 suggest that prices may be useful in forecasting future earnings we explore the information content of prices with respect to earnings by focusing on firm size and its relation to the predictive accuracy of price based earnings forecasts firm size proxies for the amount of information and for the number of traders and professional analysts processing the available information about an enterprise our empirical results are consistent with the hypothesis that price based earnings will outperform univariate time series forecasts by a greater margin for larger firms than for smaller firms

incentives work getting teachers to come to school we use a randomized experiment and a structural model to test whether monitoring and financial incentives can reduce teacher absence and increase learning in india in treatment schools teachers attendance was monitored daily using cameras and their salaries were made a nonlinear function of attendance teacher absenteeism in the treatment group fell by 21 percentage points relative to the control group and the children s test scores increased by 0 17 standard deviations we estimate a structural dynamic labor supply model and find that teachers respond strongly to financial incentives our model is used to compute cost minimizing compensation policies jel i21 j31 j45 o15

an investigation of transactions data for nyse stocks using transactions data the behavior of returns and characteristics of trades at the micro level is examined a minute by minute market return series is formed and tested for normality and autocorrelation evidence of differences in return distributions is found among overnight trades trades during the first 30 minutes following the market opening trades at the close and trades during the remainder of the day the latter distribution is found to be normal unusually high returns and standard deviations of returns are found at the beginning and the end of the trading day when the beginningand end of the day effects are omitted autocorrelation in the market return series is reduced substantially a number of patterns in trading are reported this paper empirically investigates the nature of the return generating process and the characteristics of trade size price changes trading frequency and trading interval at the level of individual trades for a large sample of nyse stocks previous studies of market indices have used daily weekly or monthly

a positive theory of inflation and inflation variance a positive theory of inflation and inflation variance empirically inflation and the variance of inflation are positively associated this paper develops a model that provides a potential explanation for this relationship in terms of the incentives facing the policymaker in a discretionary equilibrium the model can also account for an empirical association between inflation and measures of real output instability there is however no direct causal link whatever from the average rate of inflation to either the variance of inflation or that of real output i introduction the debate over the use rules or discretion in monetary policy has been central to macroeconomics for many years e g simons 1963 lucas 1980 buiter 1980 recently kydland and prescott 1977 and barro and gordon 1983a b have identified discretion as the absence of policy commitment in a game between policymakers and the public they argued that discretionary policymaking will lead governments to create excessive inflation a policy of low inflation is not consistent with incentives facing governments and thus will not be believed by the private sector barro and gordon 1983a argue that this positive theory of monetary policy can help to explain many features of the trend rate of inflation in modern economies high and persistent rates of inflation a positive relationship between inflation and unemployment and the observed countercyclical behaviour of monetary authorities among others these models are based on the premise that there are significant costs to a high but fully anticipated rate of inflation another feature of inflation in modern economics however is the well documented fact that inflation and the variability of inflation are positively associated this phenomenon has been widely observed over different countries at different times 1 this has led researchers to question the feasibility of a steady and predictable positive rate of inflation the finding suggests that high rates of inflation may reduce the ability to forecast future inflation rates a high average inflation rate may add an unnecessary degree of uncertainty to individual decision making and lead to a misallocation of resources friedman 1977 suggests that this may cause output instability and possibly raise the average unemployed rate a related paper by logue and sweeney 1981 establishes that there is a positive relationship between inflation and the variability of economic growth for industrial countries given this perspective the welfare costs associated with inflation might be considerably higher than the traditional costs of anticipated inflation this paper extends the barro and gordon 1983a model of discretionary monetary policy to take account of the relationship between inflation and measures of inflation and output variability the extension focussed on is to model an endogenous wage indexing scheme in the labor market in the discretionary equilibrium wage setters not only form rational expectations of the future price level but also choose an optimal degree of wage indexation this extension to the basic model has the following properties of a discretionary equilibrium 1 there is a positive association between the mean rate of inflation and the magnitude of real disturbances in the economy as well as between the mean inflation rate and the degree of output instability in the economy 2 in an economy where real disturbances are relatively important there is a positive association between the mean rate of inflation and the variance of inflation the explanation behind these results is as follows the lower is the degree of wage indexation the greater is the incentive for monetary authorities to cause surprise inflation and hence the higher is the mean rate of inflation in a discretionary equilibrium but the degree of wage indexation is negatively related to the variance of real disturbances in an economy which is subject to both real and nominal disturbances

the relationship between inflation and inflation uncertainty in the uk 1885 1998 abstract using a long series of uk inflation data i have provided strong evidence in favour of the hypothesis that inflationary periods are associated with high inflation uncertainty this result supports the friedman ball hypothesis and has important implications for the inflation output relationship provided that more inflation uncertainty leads to lower output

cross border listings and price discovery evidence from u s listed canadian stocks we examine the contribution of cross listings to price discovery for a sample of canadian stocks listed on both the toronto stock exchange tse and a u s exchange we nd that priceson the tse and u s exchange are cointegrated and mutually adjusting the u s share of price discovery ranges from 0 2 percent to 98 2 percent with an average of 38 1 percent the u s share is directly related to the u s share of trading and to the ratio of proportions of informative tradeson the u s exchange and the tse and inversely related to the ratio of bid ask spreads with the enhanced globalization of nancial markets the number of non u s rms cross listing shares on a u s exchange has substantially increased attracting non u s listings is now a top priority of the u s stock exchanges at the end of 2000 420 non u s rmswere listed on the new york stock exchange nyse the number of foreign rmslisted on nasdaq waseven higher the popularity of international cross listings has prompted many academic studies on the topic 1 most of these studies focus on the bene ts of international cross listings including the reduced cost of capital and the enhanced liquidity of a rm s stock studiessuch asalexander eun and janakiramanan 1987 1988 and foerster and karolyi 1993 suggest that the cost of capital declines because the portion of the risk premium that compensates for cross border investment barriers dissipates miller 1999 and foerster and karolyi 1999 propose increased investor recognition as another possible explanation several studies examine changes in trading volume and costs due to international cross listing foerster and karolyi 1998 nd that the bid ask spreads in canada decrease after the cross listing of canadian stocks in the united states domowitz glen and madhavan 1998 suggest that the impact of cross listing is complex and depends on the degree of quote transparency that is the extent to which price information is observable in the two markets smith and so anos 1997 examine if cross listing is a zerosum game with increased trading in the united states being oiset by reduced

the link between volatility and growth evidence from the states we present evidence on the relationship between output volatility and growth using state data no evidence of such a relationship is found once other correlates of growth are incorporated into the analysis this finding contradicts published results using international data some possible explanations for the contradictory results are discussed

the dartboard column second hand information and price pressure this study analyzes the effect of second hand information on the behavior of security prices and volume using analysts recommendations published in the monthly dartboard column of the wall street journal for the two days following the publication of the recommendations average positive abnormal returns of 4 percent nearly twice the level of abnormal returns documented in previous research on analyst recommendations and average volume double normal volume levels on the two days following publication of the recommendations are documented the positive abnormal return on announcement is partially reversed within 25 trading days the authors conclude that the positive abnormal return on announcement of the recommendations is a result of naive buying pressure as well as the information content of the analysts recommendations

inflation and inflation uncertainty in argentina 1810 2005 abstract unit root tests results suggest that inflation in argentina for the period 1810 2005 is a stationary series when account is taken of structural breaks that coincide with bouts of hyperinflation a garch 1 1 model of annual inflation suggests a positive short run relation between the mean and variance of inflation supporting friedman s hypothesis that high inflation is associated with more variable inflation

long lived private information and imperfect competition we develop a multi period auction model in which multiple privately informed agents strategically exploit their long lived information we show that such traders compete aggressively and cause most of their common private information to be revealed very rapidly in the limit as the interval between auctions approaches zero market depth becomes infinite and all private information is revealed immediately these results are in contrast to those of kyle 1985 in which the monopolistic informed trader causes his information to be incorporated into prices gradually and when the interval between auctions is vanishingly small market depth is constant over time fama 1970 defines a strong form efficient market as one in which security prices fully reflect all available information including both publicly and privately held information in a pioneering and influential article kyle 1985 develops a model in which a single privately informed trader with long lived information optimally exploits his monopoly power over time kyle s 1985 main results are i the informed trader trades in a gradual manner so that his information is incorporated into prices at a slow almost linear rate and ii when auctions are held continuously the depth of the market is constant over time however kyle s 1985 assumption of a single informed trader is strong in the sense that in actual financial markets it is reasonable to expect that at least a few players will have access to private information and will trade in the knowledge that they will face competition with other informed agents in the market 1 we develop a multi period auction model in which multiple strategic informed traders optimally exploit their long lived informational advantage we thus explore the restrictiveness of kyle s assumption of a single informed trader and also examine

information non financial incentives and student achievement evidence from a text messaging experiment abstract this paper describes a field experiment in oklahoma city public schools in which students were provided with free cellular phones and daily information about the link between human capital and future outcomes via text message in one treatment and minutes to talk and text as an incentive in a second treatment students reported beliefs about the relationship between education and outcomes were influenced by the information treatment however there were no measurable changes in student effort attendance suspensions or state test scores though there is evidence that scores on college entrance exams four years later increased the patterns in the data appear most consistent with a model in which students have present bias or lack knowledge of the educational production function though other explanations are possible

a transaction data study of weekly and intradaily patterns in stock returns abstract weekly and intradaily patterns in common stock prices are examined using transaction data for large firms negative monday close to close returns accrue between the friday close and the monday open for smaller firms they accrue primarily during the monday trading day for all firms significant weekday differences in intraday returns accrue during the first 45 minutes after the market opens on monday mornings prices drop while on the other weekday mornings they rise otherwise the pattern of intraday returns is similar on all weekdays most notable is an increase in prices on the last trade of the day

the effect of recessions on the relationship between output variability and growth this paper investigates the relationship between output volatility and growth using post war real gdp data for the united states we expand on recent research by beaudry and koop 1993 documenting the asymmetric effect of recessions on output growth the results presented in this paper suggest that output volatility is highest when the economy is contracting while we find that the economy expands most rapidly following a recession this expansion is offset by the negative impact of output uncertainty

on inflation and inflation uncertainty in the g7 countries abstract the relationship between inflation and inflation uncertainty is investigated in the g7 countries from 1948 to 1993 garch models are used to generate a measure of inflation uncertainty and then granger methods are employed to test the causality between average inflation and inflation uncertainty in all g7 countries inflation significantly raises inflation uncertainty as predicted by friedman and ball weaker evidence is found that inflation uncertainty granger causes inflation in three countries us uk and germany increased inflation uncertainty lowers inflation while in two countries japan and france increased inflation uncertainty raises inflation

nominal uncertainty and inflation the role of european union membership abstract we provide evidence that higher inflation uncertainty leads to higher inflation in the new european union eu member states and candidate countries only prior to eu accession during eu accession and entry inflation uncertainty has no effect on mean inflation

stock price reactions to the wall street journal s securities recommendations this paper examines the impact of the heard on the street hots column of the wall street journal on common stock prices the results of the study indicate that the hots column appears to have an impact on stock prices on the publication day however we also find a smaller but statistically significant impact on two days preceding the pub lication the significant abnormal returns on these days are associated with higher trading volume the reaction of stock prices is symmetric with respect to the buy and sell recom mendations and the impact of single company recommendations is greater than the im pact of the multi company recommendations i introduction the efficient market hypothesis assumes that security prices fully and instantaneously reflect all available information considerable evidence has been accumulated during the past decades in support of the hypothesis the acceptance of the hypothesis has raised questions about the economic value of professional investment advice if the market is efficient then the management of port folios based on these recommendations should not consistently outperform the market why then are investors still willing to pay for this information examples of the advice include low cost financial publications brokerage house rec ommendations and subscription financial newsletters that sell for hundreds of dollars recent studies argue that investment advisors can provide information to investors at a lower cost than the investors cost of information production millon and thakor 1985 develop a model that explains the existence of investment advisory agencies they argue that if the information of investment advisory agencies permits security analysts to share information about common uncertainties that affect the value of firms as a whole such as the return on the market portfolio then investment advisory agencies can produce information more cheaply than individual investors this model is consistent with the study of

modeling asymmetric comovements of asset returns existing time varying covariance models usually impose strong restrictions on how past shocks affect the forecasted covariance matrix in this article we compare the restrictions imposed by the four most popular multivariate garch models and introduce a set of robust conditional moment tests to detect misspecification we demonstrate that the choice of a multivariate volatility model can lead to substantially different conclusions in any application that involves forecasting dynamic covariance matrices like estimating the optimal hedge ratio or deriving the risk minimizing portfolio we therefore introduce a general model which nests these four models and their natural asymmetric extensions the new model is applied to study the dynamic relation between large and small firm returns article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

training wages and sample selection estimating sharp bounds on treatment effects this paper empirically assesses the wage effects of the job corps program one of the largest federally funded job training programs in the u s even with the aid of a randomized experiment the impact of a training program on wages is difficult to study because of sample selection a pervasive problem in applied microeconometric research wage rates are only observed for those who are employed and employment status itself may be affected by the training program this paper develops an intuitive trimming procedure for bounding average treatment effects in the presence of sample selection in contrast to existing methods the procedure requires neither exclusion restrictions nor a bounded support for the outcome of interest identification results estimators and their asymptotic distribution are presented the bounds suggest that the program raised wages consistent with the notion that the job corps raises earnings by increasing human capital rather than solely through encouraging work the estimator is generally applicable to typical treatment evaluation problems in which there is nonrandom sample selection attrition copyright wiley blackwell