innovative r d and optimal investment under uncertainty in high tech industries an implication for emerging economies abstract in order to continue on the path to convergence with advanced countries emerging countries need to strengthen their research capabilities often they try to do this through the development of strategic industries the objective of this paper is to contribute to the debate on the effectiveness of policies aimed at the development of strategic industries in emerging economies the paper develops a three phase model for product innovation with capital investment under uncertainty to study the investment decisions of a manufacturer in an industry facing a volatile market demand for new inventions the findings demonstrate the importance of interactions between market structure a firm s market power and the associated cost of adjustment the paper draws out implications for emerging economies with regard to policies striving to develop strategic industries in sectors such as semiconductors and information technology

on measuring uncertainty and its impact on investment cross country evidence from the euro area abstract investment fell sharply in the euro area after the financial crisis and has not yet returned to pre crisis levels in many core economies focusing on the four largest euro area countries this paper investigates the role of uncertainty for investment dynamics by doing so we compare five prominent uncertainty proxies put forward in the recent literature the implied stock market volatility a survey derived measure of expectations dispersion a newspaper based indicator of policy uncertainty and two indicators taking up the concept of econometric unpredictability although all uncertainty measures show countercyclical behavior we find uncertainty as measured by the conditional volatility of the unforecastable components of a broad set of time series to exhibit noticeable robust effects across different model specifications and countries based on this type of uncertainty proxy we document pronounced negative investment responses to uncertainty shocks we further show that these effects can explain a relevant portion of the decrease in investment in the course of the great recession

asymmetric effects of oil price uncertainty on corporate investment abstract using a comprehensive data set of a large panel of us firms over 1984 2017 we show that the negative effect of crude oil price return uncertainty on investments is asymmetric in particular we show that investment is more significantly reduced following the volatility of positive oil price changes than that of negative changes and this asymmetric effect is more pronounced in small firms in addition we find that the asymmetric effect is stronger in the crude oil and gas producing companies where the effect of the volatility of negative oil price changes is greater than that of positive oil price changes we also find that the impact of positive or negative oil price change uncertainty on investments substantially differs across different industries the results are quite robust to the way in which we measure the investment and oil price uncertainty and to alternative regression methods

when do long run identifying restrictions give reliable results many recent articles have identified behavioral disturbances in vector autoregressions by imposing restrictions on the long run effects of shocks this article demonstrates that this approach will be unreliable unless the underlying economy satisfies three types of strong restrictions although many aspects of these issues have been raised before this article draws out and illustrates the implications for inferences under the long run scheme furthermore it provides strategies for dealing with the problems

entrepreneurship selection and performance a meta analysis of the impact of education in developing economies this meta analytical review of empirical studies of the impact of schooling on entrepreneurship in selection and performance in developing economies looks at variations impact across specific characteristics of the studies a marginal year of schooling in developing economies raises enterprise income by an average of 5 5 percent which is close to the average return in industrial countries the return varies however by gender rural or urban residence and the share of agriculture in the economy furthermore more educated workers typically end up in wage employment and prefer nonfarm entrepreneurship to farming the education effect that separates workers into self employment and wage employment is stronger for women possibly stronger in urban areas and also stronger in the least developed economies where agriculture is more dominant and literacy rates are lower

the quantitative importance of news shocks in estimated dsge models we estimate a dynamic stochastic general equilibrium dsge model with several frictions and both unanticipated and news shocks using quarterly u s data from 1954 to 2004 and bayesian methods we find that unanticipated shocks dominate news shocks in accounting for the unconditional variance of output consumption and investment growth interest rate and the relative price of investment the unanticipated shock to the marginal efficiency of investment is the dominant shock accounting for over 45 of the variance in output growth news shocks account for less than 15 of the variance in output growth within the set of news shocks nontechnology sources of news dominate technology news with wage markup news shocks accounting for about 60 of the variance share of both hours and inflation we find that in the estimated dsge model i the presence of endogenous countercyclical price and wage markups due to nominal frictions substantially diminishes the importance of news shocks relative to a model without these frictions and ii while there is little change in the estimated contributions of technology news when we restrict wealth effects on labor supply the contributions of nontechnology news shocks are relatively more sensitive

news sovereign debt maturity and default risk abstract leading into a debt crisis interest rate spreads on sovereign debt rise before the economy experiences a decline in productivity suggesting that news about future economic developments may play an important role in these episodes an empirical var estimation shows that a news shock has a larger contemporaneous impact on sovereign credit spreads than a comparable shock to labor productivity a quantitative model of news and sovereign debt default with endogenous maturity choice generates impulse responses and a variance decomposition similar to the empirical var estimates the dynamics of the economy after a bad news shock share some features of a productivity shock and some features of sudden stop events however unlike during sudden stop episodes long term debt does not shield the country from bad news shocks and it may even exacerbate default risk finally an increase in the precision of news allows the government to improve its debt maturity management especially during periods of high stress in credit markets and thus face lower yield spreads while increasing the amount of debt

presidents and the u s economy an econometric exploration the us economy has performed better when the president of the united states is a democrat rather than a republican almost regardless of how one measures performance for many measures including real gdp growth our focus the performance gap is large and significant this paper asks why the answer is not found in technical time series matters nor in systematically more expansionary monetary or fiscal policy under democrats rather it appears that the democratic edge stems mainly from more benign oil shocks superior total factor productivity tfp performance a more favorable international environment and perhaps more optimistic consumer expectations about the near term future jel d72 e23 e32 e65 n12 n42 an extensive and well known literature of scholarly research documents and explores the fact that macroeconomic performance is a strong predictor of us presidential election outcomes scores of papers find that better performance boosts the vote of the incumbent s party 1 in stark contrast economists have paid scant attention to predictive power running in the opposite direction from election outcomes to subsequent macroeconomic performance the answer while hardly a secret is not nearly as widely known as it should be 2 the us economy performs much better when a democrat is president than when a republican is

understanding the macroeconomic impact of illiquidity shocks in the united states in this paper we empirically investigate the role of stock market illiquidity shocks stemming from amihud s illiquidity measure in explaining u s macroeconomic fluctuations from 1973 to 2018 we find that the impact of illiquidity shocks on economic activity is substantial and historical decomposition analysis shows that cumulative illiquidity shocks were an essential contributor to the prolonged economic slump of the great recession moreover our identified illiquidity shocks represent a distinct source of macroeconomic instability this suggests that illiquidity shocks measured by the stock price impacts may contain more information than other types of shocks in recent studies such as financial shocks and uncertainty shocks jel c32 e32

revisions in utilization adjusted tfp and robust identification of news shocks this paper documents large revisions in a widely used series of utilization adjusted total factor productivity tfp by fernald 2014 and shows that these revisions can materially affect empirical

stock prices news and economic fluctuations comment beaudry and portier 2006 propose an identification scheme to study the effects of news shocks about future productivity in vector error correction models vecms this comment shows that when applied to their vecms with more than two variables the identification scheme does not have a unique solution the problem arises from a particular interplay of cointegration assumptions and longrun restrictions jel e32 e44 g12 g14 in a highly influential paper beaudry and portier 2006 estimate vector error correction models vecms on us data and find that shocks generating a stock market boom but no contemporaneous movement in total factor productivity tfp henceforth called tfp news are closely related to shocks driving long run variations in tfp moreover these tfp news shocks lead to increases in consumption investment output and hours on impact and constitute an important source of business cycle fluctuations these results run counter to basic dynamic stochastic general equilibrium models and have sparked a new literature attempting to generate news driven positive comovement among macroeconomic aggregates 1 this comment shows that in the vecms with more than two variables estimated by beaudry and portier 2006 their identification scheme fails to determine tfp news yet these higher dimension systems are crucial to quantify the business cycle effects of tfp news 2 the identification problem arises from the interplay of two assumptions first the beaudry portier identification scheme called bp restrictions from here on requires that one of the nonnews shocks has no permanent impact on either tfp or consumption second the vecms estimated by beaudry and portier 2006 impose that tfp and consumption are cointegrated this cointegration means that tfp and consumption have the same permanent component which makes one

current real business cycle theories and aggregate labor market fluctuations hours worked and the return to working are weakly correlated traditionally the ability to account for this fact has been a litmus test for macroeconomic models existing real business cycle models fail this test dramatically we modify prototypical real business cycle models by allowing government consumption shocks to influence labor market dynamics this modification can in principle bring the models into closer conformity with the data our empirical results indicate that it does

monetary news shocks we pursue an empirical strategy to identify a monetary news shock in the u s economy we use a monetary policy residual along with other variables in a vector autoregression var and identify a monetary news shock as the linear combination of reduced form innovations that is orthogonal to the current residual and that maximizes the sum of contributions to its forecast error variance over a finite horizon real gdp declines in a persistent manner after a positive monetary news shock this contraction in economic activity is accompanied by a fall in inflation and a rapid increase in the nominal interest rate

the impact of perceived expectations and uncertainty on firm investment this paper analyses the differential impact of perceived expectations and uncertainty on investment spending in small and large firms we analyse two types of investment viz aggregate investment and investment in energy saving technologies using dutch firm level data the results show that expectations and uncertainty about input and output prices and domestic demand have sub stantial but different effects on investment spending in firms of different sizes furthermore we find evidence at least for small firms that there are important differences between the effects of uncertainty about input and output variables

investment specific news shocks and u s business cycles we provide robust evidence that news shocks about future investment specific technology ist constitute a significant force behind u s business cycles positive ist news shocks induce comovement that is raise output consumption investment and hours these shocks account for 70 of the business cycle variation in output hours and consumption and 60 of the variation in investment and have played an important role in 9 of the last 10 u s recessions our findings provide strong support for shifting focus to ist news shocks when investigating the role of news in driving u s business cycles

news disaster risk and time varying uncertainty abstract standard real business cycle models are often unable to replicate three empirical facts positive output in response to good news stochastic volatility of macro variables and asymmetric business cycles this paper proposes a unified basis for understanding these facts in a tractable dynamic stochastic general equilibrium dsge model in which the key is the interaction of information flows and disaster risk information flows fluctuate between two regimes with different precision levels for signals regarding future economic fundamentals a shift in forecast precision changes the probability of entering an economic disaster high disaster risk leads to low expected capital returns and a decline in hours investment and output changing information structures results in different volatility and skewness over the business cycle simple theory makes the two expectation effects through information flows and disaster risk transparent quantitatively the model suggests that the interaction of the two expectation effects plays a significant role in accounting for the higher order moments of the business cycle

are predictable improvements in tfp contractionary or expansionary implications from sectoral tfp we investigate the effects of predictable changes in tfp at the sectoral level our findings can reconcile the seemingly contradictory findings in the literature shocks to predictable changes in investment sector tfp are also found important for us business cycle fluctuations

horatio alger meets the mobility tables the question of how entrepreneurship relates to income mobility is cogent given the current public debate about the sources of income inequality and mobility in united states society we examine how experience with entrepreneurship has affected an individual s place in the earnings distribution our basic tack is to follow individuals positions in the income distribution over time and to see how their mobility or lack thereof was affected by involvement with entrepreneurship our main finding is that for low income individuals there is some merit to the notion that the self employed moved ahead in the earnings distribution relative to those who remained wage earners on the other hand for those at the upper end of the earnings distribution those who became self employed often advanced less in the earnings distribution than their salaried counterparts

regime switching debt and taxation the effects of changes to the tax rate are studied within a framework where an estimated regime switching process for the debt output ratio is embedded in a standard growth model the regime is a hidden state variable so agents face a signal extraction problem consequently agents incorporate the possibility of switching to different fiscal regimes when forming expectations over future taxes decision rules have additional nonlinearity relative to fixed regime models income allocation and the tax elasticity of investment depend on agents inference regarding the regime specifically the tax elasticity can be either positive or negative depending on whether agents perceive a tax reform as an intra regime shock or change in regime

indivisible labor and the business cycle abstract a growth model with shocks to technology is studied labor is indivisible so all variability in hours worked is due to fluctuations in the number employed we find that unlike previous equilibrium models of the business cycle this economy displays large fluctuations in hours worked and relatively small fluctuations in productivity this finding is independent of individuals willingness to substitute leisure across time this and other findings are the result of studying and comparing summary statistics describing this economy an economy with divisible labor and post war u s time series

news shocks and the slope of the term structure of interest rates comment abstract kurmann and otrok 2013 establish that the effects on economic activity from news on future productivity growth are similar to the effects from unexpected changes in the slope of the yield curve this comment shows that these results become substantially weaker in the light of a recent update in the utilization adjusted total factor productivity series produced by fernald 2014 jel e23 e32 e43 e52 g12

learning asymmetries in real business cycles when a boom ends the downturn is generally sharp and short when growth resumes the boom is more gradual our explanation rests on learning about productivity when agents believe productivity is high they work invest and produce more more production generates higher precision information when the boom ends precise estimates of the slowdown prompt decisive reactions investment and labor fall sharply when growth resumes low production yields noisy estimates of recovery noise impedes learning slows recovery and makes booms more gradual than downturns a calibrated model generates growth rate asymmetry similar to macroeconomic aggregates fluctuations in agents forecast precision match observed countercyclical errors of forecasters

can news be a major source of aggregate fluctuations a bayesian dsge approach we examine whether the news shocks as explored in beaudry and portier 2004 can be a major source of aggregate fluctuations for this purpose we extend a dynamic stochastic general equilibrium model a la christiano eichenbaum and evans 2005 by allowing news shocks on the total factor productivity and estimate the model using bayesian methods estimation results on the japanese and u s economies show that 1 the news shocks play an important role in business cycles 2 a news shock with a longer forecast horizon has larger effects on nominal variables and 3 the overall effect of the total factor productivity on hours worked becomes ambiguous in the presence of news shocks

discrimination in the small business credit market we use data from the 1993 and 1998 national surveys of small business finances to examine the existence of racial discrimination in the small business credit market we conduct an econometric analysis of loan outcomes by race and find that black owned small businesses are about twice as likely to be denied credit even after controlling for differences in creditworthiness and other factors a series of specification checks indicates that this gap is unlikely to be explained by omitted variable bias these results indicate that the racial disparity in credit availability is likely caused by discrimination

structural shocks and the comovements between output and interest rates stylized facts on u s output and interest rates have so far proved hard to match with simple dsge models i estimate covariances between output nominal and real interest rate conditional on structural shocks since such evidence has largely been lacking in previous discussions of the output interest rate puzzle conditional on shocks to technology and monetary policy the results square with simple models moreover permanent inflation shocks accounted for the counter cyclical and inversely leading behavior of the real rate during the great inflation 1959 1979 over the great moderation 1982 2006 technology shocks were more dominant and the real rate has been pro cyclical

wars and capital destruction abstract in this paper we propose a theoretical framework to investigate the impact of conflicts and wars on key macroeconomic aggregates and welfare using a panel data with 9 countries from 1870 onwards we first show that the consumption to output ratio is minimal during wwii for participants while this can be explained by an increase in public spending in the usa this cannot be the case in other countries that participated in wwii as they experience a large fall in output during wartime to account for this we build a variation of a real business cycle model first proposed by hercowitz and sampson 1991 we extend the initial model to account for specific shocks that destroy private and public capital stocks as conflicts do by assuming an exogenously time varying parameter in the law of capital accumulation in addition the model imbeds generalized tfp shocks capturing standard technological factors as well as the potential effects of war on the labor force the model is estimated and used i to assess the importance of capital shocks during war episodes and ii to quantify the welfare effects of conflicts we show that capital shocks are crucial to account for the macroeconomic dynamics of countries that have experienced large war related destruction and that the welfare losses from fluctuations can be quite large when considering data samples that include major war episodes

stochastic technical progress smooth trends and nearly distinct business cycles this paper studies a model of random technical progress where technology diffuses at realistically slow rates it fits smooth trends to the sum of gdp series generated by this model and series representing transitory or cyclical fluctuations detrended gdp is then largely unrelated to technical progress the detrending method proposed by rotemberg 1999 reconstructs cyclical variations somewhat more accurately than the hp filter with sufficiently slow diffusion it is also more accurate than a method based on vars fitted to hours and gdp growth consistent with the model s predictions permanent shocks initially depress both hours and output in these vars

fiscal foresight and information flows news or foresight about future economic fundamentals can create rational expectations equilibria with non fundamental representations that pose substantial challenges to econometric efforts to recover the structural shocks to which economic agents react using tax policies as a leading example of foresight simple theory makes transparent the economic behavior and information structures that generate non fundamental equilibria econometric analyses that fail to model foresight will obtain biased estimates of output multipliers for taxes biases are quantitatively important when two canonical theoretical models are taken as data generating processes both the nature of equilibria and the inferences about the effects of anticipated tax changes hinge critically on hypothesized information flows different methods for extracting or hypothesizing the information flows are discussed and shown to be alternative techniques for resolving a non uniqueness problem endemic to moving average representations

the long run phillips curve a structural var investigation both cointegration methods and non cointegrated structural vars identified based on either long run restrictions or a combination of long run and sign restrictions are used in order to explore the long run trade off between inflation and the unemployment rate in the post wwii u s u k euro area canada and australia overall neither approach produces clear evidence of a non vertical trade off the extent of uncertainty surrounding the estimates is however substantial thus implying that a researcher holding alternative priors about what a reasonable slope of the long run trade off might be will likely not see her views falsified

expectation driven business cycles with limited enforcement we explore shocks to expected future productivity in a model with limited enforcement of financial contracts a microfounded collateral constraint implies that good news about future productivity yield an increase in stock prices available credit and a general economic expansion

growth expectations undue optimism and short run fluctuations this paper proposes a two step procedure in order to identify belief shocks shocks to expectations about the current state of the economy first we use the survey of professional forecasters to me

has the community reinvestment act increased loan availability among small businesses operating in minority neighbourhoods the 1977 community reinvestment act cra established a bold agenda requiring financial institutions in the usa to serve the credit needs of low and moderate income areas including traditionally excluded minority residential areas initially opposed by both bankers and the federal regulatory authorities responsible for enforcement the cra has been contentious for decades this study explores cra impacts by investigating whether small businesses located in minority neighbourhoods have the same degree of bank loan access as equally creditworthy firms located in other environs we analysed both the unmet credit needs of small firms and the outcomes of their loan applications we found that equality in loan access has been attained in some respects indicating the cra has had positive effects on loan availability inequality nonetheless persists regarding unmet credit needs firms are penalised if their owners are african american latino or asian american since roughly half of owners in minority communities are minorities our challenge was to disentangle the effects on loan access of small business geographic location versus owner race causal factors underlying our findings were investigated did bank regulators take the initiative in lessening traditional discriminatory lending practices alternatively were activist community groups responsible while the agenda advocated by activist groups coincides closely with actual gains the overlapping but differing stated objectives of regulators did not

the macroeconomic effects of distortionary taxation abstract prescott 1986 estimates that technology shocks account for 75 of the fluctuations in the postwar u s economy this paper reestimates the contribution of technological change for a standard business cycle model that includes a public sector and fiscal disturbances i find that a significant fraction of the variance of aggregate consumption investment output capital stock and hours of work can be explained by disturbances in labor and capital tax rates and government consumption i also use the model to quantify the welfare costs of capital and labor taxation for both the time series and welfare calculations maximum likelihood estimates of taste technology and policy parameters are used

finite durability of capital and the investment uncertainty relationship abstract this paper shows that if the useful lifetime of capital is shorter than the firm s horizon then an increase in uncertainty over the future output price lowers the current investment even without irreversibility of investment the usual explanation of such a negative effect

what can survey forecasts tell us about information rigidities a lot we derive common and conflicting predictions from models in which agents face information constraints and then assess their validity using surveys of consumers firms central bankers and professional forecasters we document that mean forecasts fail to completely adjust on impact to shocks leading to statistically and economically significant deviations from the null of full information the dynamics of forecast errors after shocks are consistent with the predictions of models with information rigidities the conditional responses of forecast errors and disagreement among agents can also be used to differentiate between some of the most prominent models of information rigidities

the time varying volatility of macroeconomic fluctuations we investigate the sources of the important shifts in the volatility of us mac roeconomic variables in the postwar period to this end we propose the esti mation of dsge models allowing for time variation in the volatility of the structural innovations we apply our estimation strategy to a large scale model of the business cycle and find that shocks specific to the equilibrium condition of investment account for most of the sharp decline in volatility of the last two decades jel c51 e32

on the sign of the investment uncertainty relationship understanding the effects of uncertainty over any decision variable has fascinated economists for a long time risk aversion and incomplete markets are likely to make the investment uncertainty relationship negative e g roger craine 1989 joseph zeira 1989 what happens in the absence of risk aversion and incomplete markets is however ambiguous richard hartman 1972 and andrew b abel 1983 1984 1985 found that in the presence of symmetric convex costs of adjustment mean preserving increases in price uncertainty raise investment of a competitive firm as long as the profit function is convex in prices on the other hand the recent literature on irreversible investment e g robert s pindyck 1988 giuseppe bertola 1988 has shown that increases in uncertainty lower investment all these results have been derived under either risk neutrality or complete markets intuition suggests that the explanation for such a difference lies with the asymmetric nature of adjustment costs in the irreversible investment case as compared with the symmetry of the adjustment cost mechanisms proposed by abel and hartman although this intuition is confirmed in this paper asymmetric adjustment costs are shown not to be sufficient to explain why the results differ in fact a more hidden but at least as important difference between these two literatures is that the former assumes perfect competition and constant returns to scale whereas the latter assumes either imperfect competition or decreasing returns to scale or both 2 the purpose of this paper is to highlight the role of the decreasing marginal return to capital assumption due to either imperfect competition or decreasing returns to scale or both in determining the effects of adjustment cost asymmetries on the sign of the response of investment to changes in uncertainty under risk neutrality for this the paper develops a simple model with a cost of adjustment mechanism general enough to consider both symmetric convexity and irreversibility as special cases one of the most important findings is the lack of robustness of the negative relationship between investment and uncertainty under asymmetric adjustment costs3 to changes in the degree of competition in fact when firms are nearly competitive the conclusion of hartman and of abel holds no matter how asymmetric adjustment costs are studying adjustment cost mechanisms has a central role in understanding the dynamics of investment and its business cycle implications but conclusive results about the sign of the instantaneous relationship between uncertainty and investment should not be department of economics columbia university new york ny 10027 i am grateful to giuseppe bertola prajit dutta glen hubbard anil kashyap richard lyons and the referees for their useful comments 1the financial literature on investment has considered risk aversion through a premium in the discount rate determined by the capm capital asset pricing model intertemporal capm or consumption capm however often this discount rate is left unchanged when studying the response of investment to uncertainty changes e g pindyck 1988 pp 974 5 thereby omitting the effect of changes in uncertainty on investment due to risk aversion and incomplete markets 2in the typical version of the irreversible investment problem there is no cost of upward adjustments thus imperfect competition and or decreasing returns to scale are required to bound the size of the firm 3in this paper asymmetric adjustment cost refers to the case in which it is more expensive to adjust downward than upward certainly the opposite case is a trivial extension of the case studied in this paper

news shocks and labour market dynamics in matching models we enrich a baseline real business cycle rbc model with search and matching frictions on the labour market and real frictions that are helpful in accounting for the response of macroeconomic aggregates to shocks the analysis allows shocks to have an unanticipated and a news i e anticipated component the bayesian estimation of the model reveals that the model that includes news shocks on macroeconomic aggregates produces a remarkable fit of the data news shocks in stationary and non stationary tfp investment specific productivity and preference shocks significantly affect labour market variables and explain a sizeable fraction of macroeconomic fluctuations at medium and long run horizons historically news shocks have played a relevant role for output but they have had a limited influence on unemployment

money prices interest rates and the business cycle the mechanisms governing the relationship of money prices and interest rates to the business cycle are the most studied and most disputed topics in macroeconomics in this paper we first document key empirical aspects of this relationship we then ask how well three benchmark rational expectations macroeconomic models a real business cycle model a sticky price model and a liquidity effect model account for these central facts while the models have diverse successses and failures none can account for the fact that real and nom inal interest rates are inverted leading indicators of real economic activity that is none of the models captures the post war u s business cycle fact that a high real or nominal interest rate in the current quarter predicts a low level of real economic activity two to four quarters in the future i introduction the positive correlation of monetary aggregates and real economic activity over the course of many business cycles is a key empirical fact about the u s economy indeed the dynamic dimension of this covariation is so strong and stable that a monetary variable has long been included in the commerce department s index of leading economic indica tors while this pattern of cyclical comovement is widely agreed upon its interpretation is not some macroeconomists view money as purely passive with a positive response to varying levels of economic activity producing the positive correlation others view changes in the quantity of money as an important perhaps dominant source of economic fluctua tions frequently the real effects of monetary changes are suggested to arise from frictions in commodity labor or financial markets in economic theories that describe the influence of these frictions the transmission mechanism from monetary changes to real activity is typically viewed as involving interest rates and the price level the primary goal of this paper is to evaluate three models that explain the link between money prices interest rates and the business cycle we do this in three steps first we docu ment the cyclical behavior of these variables in the united states over the postwar period second we construct three quantitative rational expectations models of macroeconomic activity i a real business cycle model with endogenous money ii a model of commodity market frictions with mon etary non neutralities arising from gradual adjustment of goods prices and iii a model of financial market frictions with monetary non neutralities arising from gradual adjust ments of portfolios finally we compare the models predic tion for the business cycle behavior of money prices and interest rates with the data in exploring the predictions of these models we take the stock of money to be one of several exogenous variables in the system all of our models are capable of generating a forecasting role for money relative to real economic activity similar to that found in the u s data in the real business model monetary changes can forecast real activity because productivity is related to many underlying sources of shocks and because these real shocks also affect the money stock in the models with sticky prices and liquidity effects short hand names for the models with frictions in the com modity and financial markets monetary changes have an additional direct positive effect on aggregate output the outline of the paper is as follows section ii describes the data and documents its business cycle characteristics section iii outlines the three macroeconomic models and develops the particular quantitative versions of the models used in our analysis our main empirical results are pre sented in section iv and section v summarizes our results and concludes

the role of uncertainty sentiment and cross country interactions in g7 output dynamics output fluctuations in the g7 are characterised using a var model of countries actual and expected outputs and uncertainty over these new measures are developed to quantify the relative importance of economic prospects versus uncertainty global versus national effects and fundamentals versus sentiment for countries persistent output movements national and global contributions are found to be equally important across the g7 although considerable differences exist between countries uncertainty and especially cross country uncertainty is important in propagating the effects of shocks and generates around 20 of countries persistent output movements on average fundamentals dominate output movements although with an 80 20 split sentiment plays a non negligible role

do lenders discriminate against minority and woman entrepreneurs abstract this paper draws on a conceptual analysis of discrimination to improve the methodology for estimating discrimination in small business credit markets and to provide some evidence about the possible causes of discrimination in these markets using a variety of statistical enhancements to existing studies we find statistically significant evidence of substantial discrimination in loan approval against black owned and hispanic owned businesses in 1998 we also find some hints that this discrimination takes the form of statistical discrimination driven by lenders stereotypes about the ability of black and hispanic owned businesses to succeed under some circumstances although we find no discrimination on average in interest rates on approved loans we also find that black owned businesses do face discrimination in interest rates when they borrow from finance companies and businesses such as mutual fund companies and leasing companies with a primary mission other than lending these findings suggest that federal financial regulatory agencies should re double their efforts to uncover and prosecute lenders who discriminate against black and hispanic owned businesses and that new tools may be needed to find discrimination by firms not well covered by the existing fair lending enforcement system

an exploration into pigou s theory of cycles abstract this paper explores a theory of business cycles in which recessions and booms arise due to difficulties encountered by agents in properly forecasting the economy s future needs in terms of capital the idea has a long history in the macroeconomic literature as reflected by the work of pigou industrial fluctuation macmillan london 1926 the contribution of this paper is twofold first we illustrate the type of general equilibrium structure that can give rise to such phenomena second we examine the extent to which such a model can explain the observed pattern of u s recessions frequency depth without relying on technological regress we argue that such a model offer a framework for understanding elements of both the recent u s recession and of the asia downturns of the late 1990s

the asymmetric business cycle abstract the business cycle is a fundamental yet elusive concept in macroeconomics in this paper we consider the problem of measuring the business cycle first we argue for the output gap view that the business cycle corresponds to transitory deviations in economic activity away from a permanent or trend level then we investigate the extent to which a general model based approach to estimating trend and cycle for the u s economy leads to measures of the business cycle that reflect models versus the data we find empirical support for a nonlinear time series model that produces a business cycle measure with an asymmetric shape across nber expansion and recession phases specifically this business cycle measure suggests that recessions are periods of relatively large and negative transitory fluctuations in output however several close competitors to the nonlinear model produce business cycle measures of widely differing shapes and magnitudes given this model based uncertainty we construct a mode

news shocks and business cycles abstract this paper proposes and implements a novel structural var approach to the identification of news shocks about future technology the news shock is identified as the shock orthogonal to the innovation in current utilization adjusted tfp that best explains variation in future tfp a favorable news shock leads to an increase in consumption and decreases in output hours and investment on impact more suggestive of standard dsge models than of recent extensions designed to generate news driven business cycles though news shocks account for a significant fraction of output fluctuations at medium frequencies they contribute little to our understanding of recessions

no news in business cycles this paper uses a structural large dimensional factor model to evaluate the role of news shocks shocks with a delayed eect on productivity in generating the business cycle

do technology shocks lead to a fall in total hours worked this paper contributes to the debate initiated by gali in 1999 i provide a theory with capital income taxation labor hoarding as well as long run shifts in the social attitudes to the workplace modelled as leisure at the workplace to argue that there are other shocks that may influence labor productivity in the long run i introduce medium run identification and show it to be superior to long run identification or standard short run identification when applied to artificial data with u s data and medium run identification i find the robust result that technology shocks lead to a hump shaped response of total hours worked which is mildly positive following a near zero initial response jel e32 e24 c32 c15 copyright c 2004 the european economic association

asset pricing and the propagation of macroeconomic shocks this paper considers the implications of habit formation and financial frictions for the propagation of macroeconomic shocks in a model that is capable of matching asset pricing moments a short lived shock that destroys a small fraction of the economy s stock of pledgeable collateral generates a persistent recession a stock market crash and a flight to safety effect this novel mechanism creates a tight link between the asset pricing implications of macroeconomic models and their ability to propagate and amplify the effects of macroeconomic shocks

investment and demand uncertainty this paper investigates the effects of uncertainty on the investment decisions of a sample of italian manufacturing firms using information on the subjective probability distribution of future demand for firms products according to the entrepreneurs the results support the view that uncertainty weakens the response of investment to demand thus slowing down capital accumulation consistent with the predictions of the theory there is considerable heterogeneity in the effect of uncertainty on investment it is stronger for firms that cannot easily reverse investment decisions and for those with substantial market power we show that the negative effect of uncertainty on investment cannot be explained by uncertainty proxying for liquidity constraints

evidence on the role of cash flow for investment abstract recent work in macroeconomics argues that imperfections in capital markets may lead to business cycle fluctuations by propagating relatively modest shocks evidence for such a mechanism also known as the financial accelerator consists largely of firm level studies showing that cash flow is an important predictor of investment but this evidence is often viewed with skepticism because cash flow is also a good indicator of investment opportunities in this paper we develop a framework for estimating the extent to which the predictive power of cash flow can be attributed to its role as a fundamental versus its role in alleviating credit frictions for firms with access to commercial paper and bond markets we find that the perfect capital markets model of investment can fully account for the role of cash flow for firms with only limited access to capital markets as indicated by lack of participation in public debt markets however investment appears to be excessively sensitive to fluctuations in cash flow these results thus clarify the role of cash flow in investment equations and provide support for the existence of a financial accelerator

information animal spirits and the meaning of innovations in consumer confidence we show that unexplained innovations in several variables representing survey responses to forwardlooking questions on the michigan survey of consumers have powerful prognostic implications for the future paths of macroeconomic variables we attempt to distinguish the hypothesis that these impulse responses indicate a causal channel from autonomous movements in sentiment to economic outcomes the animal spirits view from the alternative interpretation that the surprise confidence movements summarize information about future economic prospects the information view in natural rate models animal spirits shocks are associated with overshooting of among other variables consumption that attenuates when agents come to grips with their overreaction while information shocks about the long future are followed by gradual movements in macroeconomic variables that are not subsequently reversed in a baseline vector autoregression involving consumption income and confidence the data come down sharply in favor of the information view the impulse responses of consumption and gdp show no tendency to attenuate even after a number of years further confidence innovations have strong implications for labor productivity many quarters into the future in somewhat larger vars with an information block that includes inflation and or stock prices the impulse responses to confidence innovations continue to have the permanent shape that defines information shocks but they are smaller in magnitude we demonstrate that this is due to the fact that both inflation and stock price innovations have prognostic implications for future productivity that are very similar to the implications of innovations in confidence addition of unemployment to the system induces a transitory component that changes the shape of the impulse responses and somewhat weakens the previously airtight case against animal spirits but it does not provide constructive evidence of such effects

what can we learn about news shocks from the late 1990s and early 2000s boom bust period this is a substantially revised version of the paper previously circulated as a new var based approach to identifying news shocks

asymmetric business cycles theory and time series evidence abstract we offer a theory of economic fluctuations based on intertemporal increasing returns agents who have been active in the past face lower costs of action today this specification explains the observed persistence in individual and aggregate output fluctuations even in the presence of i i d shocks because individuals respond to the same shock differently depending on their recent past experience the exact process for output the sharpness of turning points and the degree of asymmetry are determined by the form of heterogeneity our general formulation under certain assumptions reduces to a number of popular state space unobserved components models we find that on us data our general formulation performs better than many of the existing econometric models largely because it allows sharper downturns and more pronounced asymmetries than linear models and is smoother than discrete regime shift models our estimates imply that only modest intertemporal returns are needed for our model to explain us gnp and that heterogeneity across agents plays an important role in the propagation of business cycle shocks

business cycle asymmetry a deeper look this paper distinguishes two types of asymmetry in business cycles deepness and steepness deepness is defined as the characteristic that troughs are further below trend than peaks are above most previous research has focused exclusively on steepness which refers to cycles in which contractions are steeper than expansions a test for deepness is proposed and applied to u s post war quarterly unemployment real gnp and industrial production evidence of deepness is found for unemployment and industrial production while the evidence for real gnp is weaker previous evidence of steepness in unemployment is confirmed

the dynamic effects of neutral and investment specific technology shocks the neoclassical growth model is used to identify the short run effects of neutral technology shocks which affect the production of all goods homogeneously and investment specific shocks which affect only investment goods the real equipment price crucial for identifying the investment shocks experiences an abrupt increase in its average rate of decline in 1982 so the analysis is based on a split sample on the basis of the preferred specification the two technology shocks account for 73 percent of hours and 44 percent of output s business cycle variation before 1982 and 38 percent and 80 percent afterward the shocks also account for more than 40 percent of hours and 58 percent of output s forecast errors over a three to eight year horizon in both samples the majority of these effects are driven by the investment shocks

competition small business financing and discrimination evidence from a new survey we analyze credit applications loan denials and interest rates paid by small businesses across owner gender race and ethnicity in addition we examine data from owners who said they did not apply for credit because they believed that their applications would have been turned down after controlling for a rich set of explanatory variables including personal and business credit histories substantial differences in denial rates between firms owned by african americans and white males remain moreover consistent with becker s classic theories 1957 we find evidence that increases in competition in the firm s local banking market reduces these differences