the structure of unemployment we test for a unit root in postwar unemployment rates for sixteen oecd countries when a one time structural break is incorporated the unit root hypothesis can be rejected for most of the countries and the measured persistence of unemployment falls dramatically we then test for multiple structural changes and find evidence of one or two breaks for those countries for which the unit root hypothesis could be rejected almost all of the breaks are positive reflecting the sustained rise in european unemployment the major exception is the united states where long term unemployment rose in the 1970s and fell in the 1980s

the distribution of money and prices in search equilibrium this article considers a search theoretic model of monetary exchange agents bargain over both the amount of money and the quantity of goods to be exchanged in bilateral meetings determining endogenously the distributions of money and of prices i show that money is neutral if changes in the money supply are accomplished via proportional transfers however within the class of lump sum transfers an increase of the rate of monetary expansion tends to decrease the dispersion of wealth and prices and to improve welfare when inflation is low but when inflation is high enough the opposite effects occur

the return of the wage phillips curve the standard new keynesian model with staggered wage setting is shown to imply a simple dynamic relation between wage inflation and unemployment under some assumptions that relation takes a form similar to that found in empirical applications starting with the original phillips 1958 curve and may thus be viewed as providing some theoretical foundations to the latter the structural wage equation derived here is shown to account reasonably well for the comovement of wage inflation and the unemployment rate in the u s economy even under the strong assumption of a constant natural rate of unemployment

inflation contracts and inflation targets under uncertainty why we might need conservative central bankers this paper compares the relative effectiveness of inflation contracts and inflation targets in the presence of uncertainty regarding the central bank s preferences and the underlying output target the model explains why discretion may be superior to a delegation solution we also show that there might be the need to combine inflation targets and contracts with the appointment of a rogoff type conservative central banker if contracts and targets cannot be made state contingent and that less flexible inflation targets may be appropriate with uncertain central bank preferences

volume flexibility in services the costs and benefits of flexible labor resources organizations can create volume flexibility the ability to increase capacity up or down to meet demand for a single service through the use of flexible labor resources e g part time and temporary workers as compared to full time workers although organizations are increasingly using these resources the relationship between flexible labor resources and financial performance has not been examined empirically in the service setting we use two years of archival data from 445 stores of a large retailer to study this relationship we hypothesize and find that increasing the labor mix of temporary or part time workers shows an inverted u shaped relationship with sales and profit while temporary labor mix has a u shaped relationship with expenses thus although flexible labor resources can create volume flexibility for a firm along multiple dimensions it is possible to have too much of a good thing this paper was accepted by serguei netessine operations management

technology capital spending and capacity utilization i introduction capacity utilization is a variable of longstanding macroeconomic interest many studies have found it to be a valuable indicator of inflationary pressure for example cecchetti 1995 finds that capacity utilization works as well as or better than other variables in predicting inflation over the next year or two similarly in models of the level of resource utilization above which inflation accelerates the utilization rate does as well as and sometimes better than the unemployment rate in predicting this level 1 this predictive value may reflect capacity utilization s ability to do double duty picking up the extent of slack in both labor and product markets corrado and mattey 1997 however in recent years the capacity utilization and unemployment rates have at times provided different signals about the degree of tightness in resource markets notably in the late 1990s the decline in the unemployment rate below 4 suggested a relatively tight labor market but the capacity utilization rate remained unexpectedly flat figure 1 part of this divergence may be due to effects of technology on capacity utilization as the 1990s saw both an investment boom that broadly increased manufacturing capacity and a shift in the composition of capacity toward high tech machinery and equipment in the 1940s and 1950s manufacturing methods typically involved assembly line production with large scale fixed units of machinery and equipment figure 1 omitted relationships between inputs and outputs were relatively fixed and adjustments in capacity were both costly and slow modern manufacturing methods however build considerable flexibility into the management of capacity technologies like numerically controlled machines programmable controllers and modular assembly make it easier to adjust the level and composition of output at the same time the use of automated design and modular tooling lowers the cost and time needed to expand capacity while the use of advanced technologies is far from universal it is increasingly widespread for example about three quarters of plants in equipment producing industries used at least one advanced technology in 1993 about 30 used five or more 2 with the investment boom that took place in the second part of the 1990s these shares are likely higher now conceptually how these advances in technology would affect capacity utilization is not clear a priori on the one hand flexible manufacturing makes it easier to ramp production up and down this may encourage firms to install a broader margin of excess capacity that is to operate at lower average utilization in order to be able to handle upswings in demand such a strategy would be favored by declining prices of high tech capital which make excess capacity cheap on the other hand automated design and modular tooling make it faster and cheaper for firms to expand capacity this may permit them to reduce the amount of excess capacity they maintain and to operate at higher utilization on average with these two offsetting forces at work determining how advances in technology affect capacity utilization at industry levels is ultimately an empirical question this paper investigates the relationship between capacity utilization and high tech investment for u s manufacturing the next section discusses conceptual considerations in the relationship between technological change capital spending and capacity utilization we show how technological change may lead either to lower average utilization by making it cheaper to hold excess capacity or to higher utilization by making further changes in capacity less costly and time consuming the third section discusses the data and specification used for our study the extent of investment in high tech machinery and equipment has varied importantly across industries and over time thus we use data on 111 manufacturing industries from 1974 to 2000 and panel data techniques to investigate effects of technology on utilization

cyclical dynamics in idiosyncratic labor market risk is individual labor income more risky in recessions this is a difficult question to answer because existing panel data sets are so short to address this problem we develop a generalized method of moments estimator that conditions on the macroeconomic history that each member of the panel has experienced variation in the cross sectional variance between households with differing macroeconomic histories allows us to incorporate business cycle information dating back to 1930 even though our data do not begin until 1968 we implement this estimator using household level labor earnings data from the panel study of income dynamics we estimate that idiosyncratic risk is i highly persistent with an annual autocorrelation coefficient of 0 95 and ii strongly countercyclical with a conditional standard deviation that increases by 75 percent from 0 12 to 0 21 as the macroeconomy moves from peak to trough

identification and estimation of complex multivariate lag structures a nesting approach a process for investigating complex and multivariate lag structures is proposed the sources of the dynamic promotional effects on sales are explained and related to conventional means of mathematical expression multivariate and hybrid versions of the expressions are proposed and nests of equations are derived the nests are not universal so depend upon the subject selection of final models the process is finally followed using an example from the pharmaceutical industry where both promotions and detailing are in use

factor models and time varying parameter framework for forecasting exchange rates and inflation a survey a survey of models used for forecasting exchange rates and inflation reveals that the factor based and time varying parameter or state space models generate superior forecasts relative to all other models this survey also finds that models based on taylor rule and portfolio balance theory have moderate predictive power for forecasting exchange rates the evidence on the use of bayesian model averaging approach in forecasting exchange rates reveals limited predictive power but strong support for forecasting inflation overall the evidence overwhelmingly points to the context of the forecasts relevance of the historical data data transformation choice of the benchmark selected time horizons sample period and forecast evaluation methods as the crucial elements in selecting forecasting models for exchange rate and inflation

threshold cointegration between inflation and us capacity utilization abstractan analogue to the phillips curve shows a positive relationship between inflation and capacity utilization some recent empirical work has shown that this relationship has broken down when using data after the mid 1980s we empirically investigate this issue using several threshold error correction models we find in the long run a 1 increase in the rate of inflation leads to approximately a 0 0046 increase in capacity utilization the asymmetric error correction structure shows that changes in capacity utilization show significant corrective measures only during booms while changes in inflation correct during both phases of the business cycle with the corrections being stronger during recessions we also find that in the short run changes in the inflation rate do granger cause capacity utilization while changes in capacity utilization do not granger cause inflation the granger causality from inflation to capacity utilization can be interpreted as supporting recent calls made in the popular

inflation persistence the nairu and the great recession the rate of inflation fell far less over the period 2007 2013 than in the period 1979 1985 despite similar large increases in the unemployment rate this paper asks why possible explanations include a change in the persistence of inflation changes in nairu and other shocks a change in the persistence of inflation with inflation more anchored in the period 2007 2013 than in the period 1979 1985 is found to be important the level and change in the nairu cannot be precisely estimated but the data suggest an increase of nearly 1 percentage point since 2007

a general multiple distributed lag framework for estimating the dynamic effects of promotions game attendance resulting from ticket sales is the single largest revenue stream for major league baseball mlb teams we propose a general multiple distributed lag framework following the koyck family of models for estimating mlb attendance drivers and focus specifically on the differential direct and carryover effects of in game promotions by setting various model constraints the proposed framework incorporates different forms of serial correlation and promotion specific dynamic effects using information model selection heuristics we select an optimal model of attendance drivers for the pittsburgh pirates 2010 2012 mlb seasons we demonstrate that our newly proposed model with an unrestricted serial correlation structure performs best we find that although kids promotions have the highest direct effect on attendance giveaway and entertainment promotions have substantial carryover effects and the largest total effects we use our results to optimize the pirates promotional schedule and find that a reallocation of resources across promotional categories can increase profits between 39 and 88 data as supplemental material are available at http dx doi org 10 1287 mnsc 2013 1856 this paper was accepted by eric bradlow special issue on business analytics

fear unemployment and migration we examine the impact on the uk economy of the flow of workers from ten east european countries after their accession to the european union we find evidence that those most susceptible to competition from these workers have seen weaker wage inflation we document that the presence of these foreign workers has increased the fear of unemployment and helped to contain wage pressure we argue that this inflow of workers has increased supply by more than it has raised demand and thus had the effect of reducing both inflationary pressures and the natural rate of unemployment the recent rise in migration to the uk from eight eu accession countries the czech republic estonia hungary latvia lithuania poland slovakia and slovenia the a8 countries which started in 2004 as well as subsequently from romania and bulgaria the a2 in 2007 has generated a good deal of controversy we will refer to these countries collectively as the a10 henceforth 1 how many of these eastern europeans are there currently in the uk which countries did they come from and when what impact has their influx had on the uk economy and what likely impacts will they have in the future

hysteresis in unemployment after two decades of ratcheting unemployment in europe most economists agree that structural changes associated with higher equilibrium rates of unemployment have occurred but the direction of causality is a matter of controversy have the structural changes caused the long lasting increases in actual unemployment or have the increases in actual unemployment caused the structural changes the latter possibility is often referred to as hysteresis during the past decade a distinct research program has evolved around the idea that equilibrium employment tracks actual unemployment this survey reviews the various hysteretic explanations offered in the literature and evaluates their empirical standing

the time varying nairu and its implications for economic policy the nairu the unemployment rate consistent with a constant rate of inflation is estimated in this paper as a parameter allowed to vary over time value is determined in an econometric model where the inflation rate depends on its past values demand and supply shocks the nairu estimated for the gdp deflator varies over the past forty years within 5 4 to 6 5 percent its estimated value for the most recent quarter 1996 q2 is 5 6 percent the nairu has declined in recent years in response to global competition immigration other factors weakening labor s bargaining position and the rapidly declining prices of computers and other electronics

wages productivity and work intensity in the great depression we show that u s manufacturing wages during the great depression were importantly determined by forces on firms intensive margins short run changes in work intensity and the longer term influence of potential productivity combined to influence real wage growth by contrast the external effects of unemployment and replacement rates had much less impact empirical work is undertaken against the background of a simple efficient bargaining model that embraces earnings employment hours of work and work intensity

liquidity redistribution and the welfare cost of inflation abstract the long run welfare costs of inflation are studied in a micro founded model with trading frictions and costly liquidity management by modelling the liquidity management decision the model endogenizes the responses of velocity output the degree of market segmentation and the distribution of money compared to the traditional estimates based on a representative agent model the welfare costs of inflation are significantly smaller due to distributional effects of inflation the welfare cost of increasing inflation from 0 to 10 is 0 62 of consumption for the us economy furthermore the welfare cost is generally non linear in the inflation rate

natural rate doubts abstract we study the low frequency comovements in unemployment inflation and the federal funds rate in the u s from 1970 through 1979 all three series trended up together after 1979 they all trended down the conventional explanation for the buildup of inflation in the 1970s is that the fed reacted to an increase in the natural rate of unemployment by conducting an overly passive monetary policy we show that this explanation is difficult to reconcile with the observed comovement of the fed funds rate and inflation we argue instead that the source of the inflation buildup in the 1970s was a downward drift in the real interest rate that was translated into a simultaneous increase in unemployment and inflation by passive fed policy our explanation relies on the existence in the data of a positive long run unemployment inflation relationship this is consistent with non superneutrality of money in the long run and hence the title of our paper natural rate doubts

disagreement and biases in inflation expectations empirical work documents substantial disagreement in inflation expectations obtained from survey data furthermore the extent of such disagreement varies systematically over time in a way that reflects the level and variance of current inflation this paper oers a simple explanation for these facts based on asymmetries in the forecasters costs of over and under predicting inflation our model implies biased forecasts with positive serial correlation in forecast errors and a cross sectional dispersion that rises with the level and the variance of the inflation rate it also implies that forecast errors at dierent horizons can be predicted through the spread between the short and long term variance of inflation we find empirically that these patterns are present in inflation forecasts from the survey of professional forecasters a constant bias component not explained by asymmetric loss and rational expectations is required to explain the shift in the sign of the bias observed for a substantial portion of forecasters around 1982

monetary policy for inattentive economies we offer a contribution to the analysis of optimal monetary policy we begin with a critical assessment of the existing literature arguing that most work is based on implausible models of inflation output dynamics we then suggest that this problem may be solved with some recent behavioral models which assume that price setters are slow to incorporate macroeconomic information into the prices they set a specific such model is developed and used to derive optimal policy in response to shocks to productivity and aggregate demand optimal policy is price level targeting base drift in the price level which is implicit in the inflation targeting regimes currently used in many central banks is not desirable in this model when shocks to desired markups are added optimal policy is flexible targeting of the price level that is the central bank should allow the price level to deviate from its target for a while in response to these supply shocks but it should eventually return the price level to its target path optimal policy can also be described as an elastic price standard the central bank allows the price level to deviate from its target when output is expected to deviate from its natural rate

money holdings inflation and welfare in a competitive market this paper examines an environment where money is essential and agents exchange in perfectly competitive walrasian markets agents consume and produce a homogeneous good but hold money to purchase consumption in the event of a relatively low productivity shock a walrasian market delivers a non degenerate distribution of money holdings across agents and avoids some of the computational difficulties associated with the market and pricing assumptions of bilateral matching and bargaining common to search theoretic environments the model is calibrated to long run us velocity and the welfare costs of inflation are assessed for variable buyer seller ratios and persistent states of buying and selling

on inflation as a regressive consumption tax abstract evidence on the portfolio holdings and transaction patterns of households suggests that the burden of inflation is not evenly distributed we build a monetary growth model consistent with key features of cross sectional household data and use this framework to study the distributional impact of inflation at the aggregate level our model economy behaves similar to standard monetary growth models within the representative agent abstraction inflation has however important distributional effects since it is effectively a regressive consumption tax thus neglecting the distributional consequences of inflation may prove misleading in assessing the effects of inflation in our economy

the naicu and the phillips curve an approach based on micro data in this paper we propose a straightforward method to derive a non accelerating inflation capacity utilisation rate naicu based on micro data we condition the current capacity utilisation of firms on their current and planned price adjustments the non accelerating inflation capacity utilisation rate is then defined as the rate where a firm feels no price adjustment pressure one of the main advantages is that this methodology uses structural aspects and does not make it necessary to operate with often rather arbitrary statistical filters we show that our aggregate naicu performs remarkably well as an indicator of inflationary pressure in a phillips curve estimation

are oil shocks inflationary asymmetric and nonlinear specifications versus changes in regime this paper identifies a structural break in core u s inflation phillips curves such that oil prices contributed substantially before 1981 but since that time pass through has been negligible this characterization is robust to a variety of re specifications and fits the data better than asymmetric and nonlinear oil price alternatives evidence does not support the hypotheses that declining energy intensity or deregulation of energy producing and consuming industries played an important role monetary policy did not itself become less accommodative of oil shocks but may have helped create a regime where inflation is less sensitive to price shocks more generally

testing steady state implications for the nairu estimates of the nairu are usually derived either from a phillips curve or from a wage curve this paper investigates the correspondence between the operational nairu concepts and the steady state of a dynamic wage price model we derive the parameter restrictions that secure that correspondence the full set of restrictions can be tested by econometric analysis of the wage price system and this method is demonstrated for norwegian data a set of necessary conditions can be tested from estimated wage curves alone existing international evidence from empirical wage equations are reinterpreted in light of these conditions

determining output and inflation variability are the phillips curve and the monetary policy reaction function responsible i introduction the natural rate hypothesis that no long run trade off exists between inflation and unemployment has won over most macroeconomists a new trade off between the variability of inflation and the variability of output has lately attracted considerable attention instead of minimizing a weighted sum of the levels of inflation and unemployment the central bank s objective function minimizes a weighted sum of the variances of inflation and output given this loss function for the central bank a great deal of theoretical research has been undertaken as to which type of monetary policy rule is both efficient and robust clarida et al 1999 and an edited volume by taylor 1999b investigate various monetary policy rules in this article i explore the determinants of inflation and output variability first in a theoretical study i present the theoretical studies of taylor 1994 svensson 1997 and ball 1999a and investigate how the policy parameters in a taylor monetary policy reaction function are related to the variability of output and inflation computational experiments show that first as monetary policy makers increase their degree of responsiveness to inflation the variability of inflation falls but the variability of output increases second if policy makers increase their policy response to output gaps the variances of both inflation and output decrease in addition the experiments illustrate that the changes in the variability of output and inflation can be the result of changes in the responsiveness of prices to output gaps the second part of the article provides cross country evidence regarding the relationship of inflation and output variability to both the policy parameters of the monetary policy reaction function and the slope parameter of the phillips curve by analyzing data from 20 organisation for economic cooperation and development oecd countries this study estimates the parameters of the monetary policy reaction function and the slope parameter of the phillips curve and examines the relationships between the estimated parameters and the variability of output and inflation although there have been numerous empirical investigations of monetary policy reaction functions taylor 1999a clarida et al 2000 among others there is very little empirical evidence concerning a relationship between the parameters in the policy reaction function and the variability of output and inflation for several countries furthermore there is even less empirical literature that considers the relationship between the policy parameters and output and inflation variability in a cross country framework this study attempts to extend the empirical analysis to a group of countries by using international data 1 there are two main findings first inflation will be low and stable in countries where the monetary policy rule has large reaction coefficients and second output will have large fluctuations in countries where the phillips curve is relatively flat 2 the rest of this article is divided up into four sections section ii provides an overview of the taylor svensson ball tsb model the relationship between the model s parameter values and inflation and output variability is explored through simulations section iii describes the empirical data for the 20 oecd countries and reports the estimated parameters of the tsb model section iv presents the results of the cross country regressions used to evaluate the determinants of inflation and output variability finally section v offers conclusions ii the tsb model assumptions the tsb model describes the economy in three equations 1 sub t beta i sub t 1 pi sub t 1 r sup lambda sub t 1 u sub t 2 pi sub t pi sub t 1 alpha sub t 1 e sub t 3 i sub t pi

the phillips curve regime switching and the nairu abstract this paper explores the impact of nonlinearities in the phillips curve and its representation by means of a regime switching model on the meaning and the usefulness of the nairu by implementing a regime switching model that can endogenously generate fluctuations in inflation and in the rate of unemployment we conclude that the nairu is not necessarily a single value is not necessarily reachable and is very difficult to measure the model yields a neutral rate which is more an interval of values than a precise number furthermore by postulating dynamic interdependence between real and monetary aspects the model weakens the theoretical basis of the nairu concept itself

german and american wage and price dynamics differences and common themes abstract the theoretical section of this paper develops a new nonstructural model of wage and price adjustment that integrates several concepts that have often been treated separately including phillips curve level effects hysteresis change effects the error correction mechanism and the role of changes in labor s share that act as a supply shock the empirical analysis reaches two striking conclusions first during 1973 1990 coefficients in our german wage equations are remarkably similar to those in the u s with almost identical estimates of the phillips curve slope of the hysteresis effect and of the nairu the two countries also share similar inflation behavior in that inflation depends more closely on the capacity utilization rate than on the unemployment rate the big difference between the two countries is that there seems to be no feedback from wages to prices in germany and so high unemployment does not put downward pressure on the inflation rate during the 1970s and 1980s in germany there emerged a growing mismatch between the labor market and industrial capacity so that the unemployment rate consistent with the mean constant inflation utilization rate muru increased sharply while in the u s the muru was relatively stable

financial sophistication and the distribution of the welfare cost of inflation abstract the welfare cost of anticipated inflation is quantified in a calibrated model of the u s economy that exhibits tractable equilibrium dispersion in wealth and earnings inflation does not generate large losses in societal welfare yet its impact varies noticeably across segments of society depending also on the financial sophistication of the economy if money is the only asset then inflation mostly hurts the wealthier and more productive agents while those poorer and less productive may even benefit from inflation the converse holds in a more sophisticated financial environment where agents can insure against consumption risk with assets other than money

a meta analysis of marketing communication carryover effects abstractto optimally set marketing communication marcom budgets reliable estimates of short term elasticities and carryover effects are required empirical generalizations from meta analyses of prior field studies can help guide these decisions however the last such meta analysis of marcom carryover effects was performed on koyck model based estimates collected before 1984 and was confined to mass media advertising the authors update and extend extant empirical generalizations via two meta analyses of carryover estimates compiled from studies encompassing personal selling targeted advertising and mass media advertising using diverse model forms until 2015 the first is focused on and utilizes 918 estimates of the carryover proportion of the total effect termed long term share of the total effect and the second focuses on 863 derivable estimates of 90 implied duration intervals the authors find the mean long term shares of the total effect for personal selling 687 and targeted advertisin

modeling inflation dynamics a critical review of recent research in recent years a broad academic consensus has arisen around the use of rational expectations sticky price models to capture inflation dynamics these models are seen as providing an empirically reasonable characterization of observed inflation behavior once suitable measures of the output gap are chosen and moreover are perceived to be robust to the lucas critique in a way that earlier econometric models of inflation are not we review the principal conclusions of this literature concerning 1 the ability of these models to fit the data 2 the importance of rational forward looking expectations in price setting and 3 the appropriate measure of inflationary pressures we argue that existing rational expectations sticky price models fail to provide a useful empirical description of the inflation process especially relative to traditional econometric phillips curves of the sort commonly employed for policy analysis

estimating potential output as a latent variable this article proposes a new method for estimating potential output in which potential real gross domestic product gdp is modeled as an unobserved stochastic trend and deviations of gdp from potential affect inflation through an aggregate supply relationship the output and inflation equations together form a bivariate unobserved components model which is estimated via maximum likelihood through the use of the kalman filter algorithm the procedure yields a measure of potential output and its standard error and an estimate of the quantitative response of inflation to real growth and the output gap

testing the nairu model for the united states this paper tests using u s data the dynamics implied by the nairu view of the relationship between inflation and the unemployment rate the results are somewhat sensitive to the measure of inflation used but they generally reject the dynamics an alternative way of thinking about the relationship between inflation and the unemployment rate is suggested

the fed and the new economy the views expressed herein are those of the authors and not necessarily those of the national bureau ofeconomic research 2002 by laurence ball and robert tchaidze all rights reserved short sections of text not to exceed twoparagraphs may be quoted without explicit permission provided that full credit including notice is givento the source

measurement of natural and cyclical excess capacity in china s coal industry abstract overcapacity is a persistent problem in china s economy previous de capacity measures based on the quantity of the total excess capacity have failed to prevent the recurrence of increasingly worse overcapacity to solve this problem we attempt to quantitatively analyze china s excess coal capacity by dividing it into the long term natural excess capacity and short term cyclical excess capacity using the state space model and kalman filter algorithm the results show that china s excess coal capacity can indeed be divided into natural excess capacity and cyclical excess capacity and they have different causes fluctuations roles and effects on the price in 1995 2001 cyclical excess capacity was the main factor of overcapacity but in 2002 2015 natural excess capacity played a key role cyclical excess capacity has a negative effect on the price whereas natural excess capacity has little effect on it therefore policy makers should focus on the causes the fluctuations and the roles of natural excess and cyclical excess in addition to those of the total excess capacity they should also consider the relationship between the capacity and price based on the different effects of the natural excess capacity and cyclical excess capacity on the price

the history of the phillips curve consensus and bifurcation while the early history of the phillips curve up to 1975 is well known less well understood is the post 1975 fork in the road the left fork developed a theory of policy responses to supply shocks in the context of price stickiness in the non shocked sector its econometric implementation interacts shocks with backward looking inertia the right fork approach emphasizes forward looking expectations that can jump in response to anticipated policy changes the left fork approach is better suited to explaining the postwar us inflation process while the right fork approach is essential for understanding behaviour in economies with unstable macroeconomic environments the history of the phillips curve pc has evolved in two phases before and after 1975 with a widespread consensus about the pre 1975 evolution which is well understood bifurcation begins in 1975 when the pc literature split down two forks of the road with little communication or interaction between the two forks the major contribution of this paper and hence the source of bifurcation in its subtitle is to examine contrast and test the contributions of the two post 1975 forks the pre 1975 history is straightforward and is covered in section i the initial discovery of the negative inflation unemployment relation by phillips popularized by samuelson and solow was followed by a brief period in which policy makers assumed that they could exploit the trade off to reduce unemployment at a small cost of additional inflation then the natural rate revolution of friedman phelps and lucas overturned the policy exploitable trade off in favour of long run monetary neutrality those who had implemented the econometric version of the trade off pc in the 1960s reeled in disbelief when sargent demonstrated the logical failure of their test of neutrality and finally were condemned to the wreckage of keynesian economics by lucas and sargent following the twist of the inflation unemployment correlation from negative in the 1960s to positive in the 1970s the architects of neutrality and the opponents of the keynesian trade off emerged triumphant with two major caveats that their own models based on information barriers were unconvincing and that their core result that business cycles were driven by monetary or price surprises floundered without supporting evidence after 1975 the evolution of the pc literature split in two directions each of which has largely failed to recognize the other s contributions section ii reviews the left fork of the road the revival of the pc trade off in a coherent and integrated dynamic aggregate supply and demand framework that emerged in the late 1970s in econometric tests in theoretical contributions and in intermediate macro textbooks this approach which i have called mainstream is resolutely keynesian because the inflation rate is dominated by persistence and inertia in the form of long lags on past inflation an important difference between the mainstream approach and other post 1975 developments is that the role of past inflation is not limited to the formation of expectations but also includes a pure persistence effect due to fixed duration wage and price contracts and lags between

searching for a will o the wisp an empirical study of the nairu in canada abstract this paper demonstrates the uncertainty surrounding estimates of the non accelerating inflation rate of unemployment nairu a reduced form phillips curve is used to develop a generic model of the nairu which nests competing hypotheses about the specific form of the inflation unemployment relationship empirical results for the canadian economy show that the range of prime age male nairu s generated by statistically satisfactory and economically reasonable estimating equations covers almost the entire range of canadian post war prime age male unemployment experience estimates of the nairu depend heavily on the form of the estimating equation the operational definition of key variables and the data sample period

optimal monetary policy in an economy with incomplete markets and idiosyncratic risk abstract this study investigates an incomplete markets economy in which the saving behavior of a continuum of infinitely lived agents is influenced by precautionary saving motives and borrowing constraints agents can use two types of assets interest bearing ious and money to smooth consumption money is valued because of a timing friction in the bond market in particular the bond market closes before agents observe their idiosyncratic productivity shock i find that the friedman rule is not optimal for this economy the results indicate that the optimal allocation has a rate of inflation of 10 and a positive amount of private credit held by the government a positive inflation rate transfers resources from agents with big endowments to those holding bonds which improves risk sharing and therefore welfare however for higher rates of inflation agents economize on money holdings offsetting the insurance effects and causing a reduction in welfare furthermore higher rates of inflation discourage agents from borrowing and the endogenous lower bound on bond holdings is higher than the exogenous borrowing limit high rates of inflation therefore exacerbate frictions in the bond market

a theory based state dependent phillips curve and its estimation to explain the existing empirical irregularity about the slope of a phillips curve this article provides a model of imperfect competition to short that the slope of a phillips curve is shock dependent we empirically apply a state space markov switching model to examine the impact of inflation surprise on the unemployment gap resulting in the state dependent phillips curve fitting quite well our empirical evidence indicates that an unexpected monetary expansion does produce effects in reducing unemployment rates and that supply shocks should not be ignored in estimating the phillips curve because they dominate demand shocks in several nonoil shock periods jel c51 e24 e52 i introduction it is well known that a downward sloping short run phillips curve implies a trade off between the inflation rate and unemployment rate however empirical findings point out that the slope of the phillips curve depends on the selected sample periods 1 does any theoretical model explain the changes in the slope of a short run phillips curve as displayed in the data can we find empirical support for our model that implies a slope changeable phillips curve to answer these questions this article provides a theoretical model implying that the slope of the phillips curve is shock dependent we then apply a state space markov switching model to investigate the empirical support of the theoretical model although a stable negative short run phillips curve is crucial for producing inflation forecasts in policy making institutions there is no general consensus about the negative slope of the phillips curve in empirical literature 2 one of the explanations to the previous empirical irregularity as suggested by king and watson 1994 is that the relationship between unemployment and inflation is shock dependent which means that the slope of a phillips curve relies on the dominance of the demand or supply shocks therefore the conventional single equation regression based on the state independent framework is not appropriate apart from neglecting the state dependent characteristic of the phillips curve there are several other drawbacks for conventional empirical studies when investigating the phillips curve first many articles assume that forecast errors of inflation are homoscedastic which is challenged in the literature the homoscedastic assumption is debatable because several studies such as engle 1983 jansen 1989 evans 1991 and brunner and hess 1993 point out significant heteroscedasticity in the u s inflation rate arch or garch type models provide estimates of how the conditional variance of inflation varies over time within a given structure and therefore they ignore the possibility of structural changes caused by changing regimes a markov switching heteroscedasticity model is an alternative that allows regime changes in the variance structure instead of applying arch type models to estimate the time varying conditional variance of inflation within a given structure this article takes into account the influence of regime changes on inflation s variance we apply the state dependent conditional heteroscedasticity approach provided by brunner and hess 1993 and evans and wachtel 1993 to estimate the forecasting errors of inflation the second drawback is a constant natural rate assumption the unemployment gap is the difference between the unemployment rate and the natural rate conventional literature assumes a constant natural rate which is challenged theoretically and empirically as stated by gordon 1997 the existence of unionization unemployment insurance programs and labor force demographics leads to a highly persistent unemployment rate we therefore assume that the unobservable natural rate is time varying and behaves in accordance with the hysteresis of unemployment rates 3 recent empirical works of a regime switching approach on the phillips curve have focused on whether the relationship between inflation and unemployment rates is nonlinear as in ferri et al

ownership and growth this article suggests how state enterprises can be incorporated into the theoretical and empirical growth literature specifically it shows that if state enterprises are less efficient than private firms invest less employ less skilled labor and are less eager to adopt new technology then a large state enterprise sector tends to be associated with slow economic growth all else remaining the same the empirical evidence for 1978 92 indicates that through a mixture of these channels an increase in the share of state enterprises in employment by one standard deviation could reduce per capita growth by one to two percentage points a year from one country to another

labor supply elasticity and social security reform abstract previous literature on social security reform has used a variety of period utility functions and calibrated values for the intertemporal elasticity of substitution ies in labor in this paper we show that the effects of social security reforms on aggregate labor supply are invariant to plausible values of the ies but the effect of such reforms on the profile of hours over the life cycle is highly sensitive to the ies we first establish these results analytically in a simple partial equilibrium setting and then demonstrate their robustness in a general equilibrium model calibrated to match key u s macroeconomic indicators we find that the aggregate effects are similar regardless of the wide range of the values of ies used in calibrated economies however social security reform leads to a large reallocation of hours worked over the life cycle from early years to later working years and the size of this reallocation significantly increases with the ies

the welfare cost of inflation under imperfect insurance abstract this paper examines the welfare cost of inflation in an economy where agents hold money in order to smooth consumption in the face of income variability for which there is no insurance the findings indicate that for the type of economies considered here the area under the empirical money demand curve is a poor measure of the welfare cost of inflation this area accounts for only one fourth of the true costs in the case of 5 inflation

does the new economy measure up to the great inventions of the past abstract during the four years 1995 99 u s productivity growth experienced a strong revival and achieved growth rates exceeding that of the golden age of 1913 72 accordingly many observers have declared the new economy to be an industrial revolution even more important than the second industrial revolution of 1860 1900 which made the golden age of productivity growth possible this paper dissects the recent productivity revival subtracts out a cyclical component and concludes that there is no revival of the productivity growth trend in the 88 percent of the private economy lying outside of the durables manufacturing sector the paper explains this surprising finding by pointing to limitations in computers and the internet in comparison with the great inventions of the past

has greater competition restrained u s inflation this paper shows how increased goods market competition affects the behavior of inflation in a multisector economy by raising the price elasticity of demand increased goods market competition theoretically lowers inflation and makes the aggregate price level less sensitive to aggregate demand shocks we find that proxies for the aggregate degree of goods market competition are statistically and economically significant in short run phillips curve models of core inflation evidence indicates that heightened goods market competition has flattened the slope of the short run expectations augmented phillips curve and slightly lowered the nonaccelerating inflation rate of unemployment nairu

an alternative demand indicator the non accelerating inflation rate of capacity utilization this article examines the usefulness of the naircu the non accelerating inflation rate of capacity utilization as a demand indicator of inflation for eight european countries so far the naircu has been estimated for the usa only where it serves as a useful indicator for inflation in most european countries deviations from the equilibrium level of capacity utilization influence inflation significantly further the results not only indicate that in more recent periods the naircu has shifted upward indicating higher efficiency of the production process but also that confidence intervals have increased over time reducing the usefulness of the naircu somewhat

measuring the nairu evidence from seven economies several specifications of state space models are used to obtain estimates of the nairu for the g7 except japan plus australia over the past 28 years a phillips curve type regression is shown to deliver estimates that do not mimic low frequency movements in unemployment rates even when a drift is included in the specification of the nairu standard errors around the estimates are extremely large using information about the behavior of unemployment in addition to inflation alleviates both these shortcomings

preferences inflation and welfare abstract this paper systematically examines how degrees of household risk aversion ra and elasticity of intertemporal substitution eis impact the welfare costs of inflation in a heterogeneous agent environment featuring capital and essential money empirical evidence suggests that households have degrees of ra and eis that differ on average from traditional values and display large amounts of dispersion capturing these empirical features of preference values in an otherwise standard model leads to welfare enhancements of inflation due to household substitution of money for capital the analysis also compares the welfare implications for alternative ways to implement monetary policy

monetary and fiscal policies in a heterogeneous agent economy i study the effects of long run inflation and income taxation in an economy where households face uninsurable idiosyncratic risks i construct a tractable competitive search framework that generates dispersion of prices income and wealth i analytically characterize the stationary equilibrium and the policy effects on individual choices quantitative analysis finds that monetary and fiscal policies have distinctive effects on macro aggregates such as output savings wealth dispersion income and consumption inequalities there can be a hump shape relationship between welfare and the respective policies overall welfare can be maximized by a deviation from the friedman rule paired with distortionary income taxation

unemployment benefits as a substitute for a conservative central banker in the many years since their introduction positive theories of inflation have rarely been tested this paper documents a negative relationship between inflation and the welfare state proxied by the parameters of the unemployment benefit program that is to be expected in such theories because unemployment benefits make the monetary authority less concerned about the plight of the unemployed building a welfare state has a similar effect to appointing a conservative central banker the relationship holds in a panel of 20 oecd countries over the period 1961 1992 a region where romer finds no evidence of commitment problems it holds controlling for country and time fixed effects country specific time trends other covariates and using a decadal panel interpreted as causal the estimated effect is economically large a 1 standard deviation decrease in benefit duration is predicted to add 1 4 percentage points onto inflation or 31 of the standard deviation in inflation

chapter 9 econometric and time series market response models publisher summary marketing has seen a rapid expansion in the widespread use of quantitative methods correlation and regression analysis were among the first techniques used as marketing research emerged as a discipline after world war ii in the early 1970s regression analysis became econometrics simultaneous equation systems could be estimated almost as easily as single regression equations while econometrics as a whole continues to flourish as new and more sophisticated estimation techniques and associated computer software have become available simultaneous equation systems have not become widely prevalent the dynamic structure of marketing variables themselves is addressed in the chapter followed by discussions of leads and lags among marketing variables and the assessment of the direction of causality dynamic properties of sales response functions have been discussed in more detail marketing generalizations that have been uncovered as well as empirical evidence on the shape of the sales response function is reported

monetary policy when potential output is uncertain understanding the growth gamble of the 1990s abstract t he fed kept interest rates low and essentially unchanged during the late 1990s despite a booming economy and record low unemployment these interest rates were accommodative by historical standards nonetheless inflation remained low how did the fed succeed in sustaining rapid economic growth without fueling inflation and inflationary expectations in retrospect it is evident that the productive capacity of the economy increased yet as events unfolded there was uncertainty about the expansion of the capacity of the economy and therefore about the sustainability of the fed s policy this paper provides an explanation for the success of the fed in accommodating growth with stable inflation in the late 1990s it shows that if the central bank is committed to reverse policy errors it makes because of unwarranted optimism inflation can remain in check even if the central bank keeps interest rates low because of this optimism in particular a price level target which is a simple way to model a commitment to offset errors can serve to anchor inflation even if the public does not share the central bank s optimism about shifts in potential output the paper shows that price level targeting is superior to inflation targeting in a wide range of situations the paper also provides econometric evidence that in contrast to earlier periods the fed has recently put substantial weight on the price level in setting interest rates moreover it shows that cpi announcement surprises lead to reversion in the price level finally it provides textual evidence that alan greenspan puts relatively more weight on the price level than inflation

does the nairu have the right dynamics the nairu view of the relationship between inflation and the unemployment rate is that there is a value of the unemployment rate the nairu below which the price level forever accelerates and above which the price level forever decelerates this view imposes two important restrictions on the dynamics of the price process this can be seen by examining a simple version of the nairu equation

quantitative asset pricing implications of endogenous solvency constraints we study the asset pricing implications of an economy where solvency constraints are endogenously determined to deter agents from defaulting while allowing as much risk sharing as possible we solve analytically for efficient allocations and for the corresponding asset prices portfolio holdings and solvency constraints for a simple example then we calibrate a more general model to u s aggregate as well as idiosyncratic income processes we find equity premia risk premia for long term bonds and sharpe ratios of magnitudes similar to the u s data for low risk aversion and a low time discount factor article published by oxford university press on behalf of the society for financial studies in its journal the review of financial studies

what is new keynesian economics this research was supported by the national science foundation i am grateful to george williams for help with the data and to steven allen laurence ball olivier j blanchard timothy bresnahan charles calomiris dennis carlton robert chirinko russell cooper stanley fischer herschel grossman r glenn hubbard david laidler john leahy assar lindbeck n gregory mankiw david romer julio rotemberg dennis snower john taylor andrew weiss and two anonymous referees for comments on one or more earlier drafts i am also indebted to michael parkin and edmund s phelps for helping to establish the etymology of the phrase new keynesian

risk management nonlinearity and aggressiveness in monetary policy the case of the us fed we contribute to the empirical literature on the risk management approach to monetary policy by estimating regime switching models where the strength of the response of monetary policy to macroeconomic conditions depends on the level of risk associated with the inflation outlook and risk in financial markets using quarterly data for the greenspan period we find that i risk in the inflation outlook and in financial markets are a more powerful driver of monetary policy regime changes than variables typically suggested in the literature such as the level of inflation and the output gap ii estimation of regime switching models shows that the response of the us fed to the inflation outlook is invariant across policy regimes iii however in periods of high economic risk monetary policy tends to respond more aggressively to the output gap and the degree of inertia tends to be lower than in normal circumstances and iv the us fed is estimated to have responded aggressively to the output gap in the late 1980s and beginning of the 1990s and in the late 1990s and early 2000s these results are consistent with mishkin 2008 s view that in periods of high economic risk monetary authorities should respond aggressively to changes in macroeconomic conditions while the degree of inertia should be lower than in normal circumstances

understanding the distributional impact of long run inflation the impact of fully anticipated inflation is systematically studied in heterogeneous agent economies with an endogenous labor supply and portfolio choices in stationary equilibrium inflation nonlinearly alters the endogenous distributions of income wealth and consumption small departures from zero inflation have the strongest impact three features determine how inflation impacts distributions and welfare financial structure shock persistence and labor supply elasticity when agents can self insure only with money inflation reduces wealth inequality but may raise consumption inequality otherwise inflation reduces consumption inequality but may raise wealth inequality given persistent shocks and an inelastic labor supply inflation may raise average welfare

a time varying natural rate of interest for the euro area abstract we estimate a time varying natural rate of interest tvnri for a synthetic euro area over the period 1979q1 2004q4 using a small macroeconomic model broadly following a methodology developed by laubach and williams 2003 measuring the natural rate of interest the review of economics and statistics 85 4 1063 1070 for the united states the kalman filter simultaneously estimates the output gap and the natural rate of interest our identifying assumptions include a close relationship between the tvnri and the low frequency fluctuations of potential output growth the difference between the real rate of interest and its estimated natural level offers valuable insights into the monetary policy stance over the last two decades and a half

trade capital accumulation and structural unemployment an empirical study of the singapore economy the past three and a half decades witnessed a distinctly declining trend in singapore s unemployment rate which dropped from an average annual rate of 7 85 percent in 1966 70 to 2 74 percent in 1991 2000 the authors seek to identify and empirically examine the factors that have influenced singapore s unemployment rate in an environment of low and stable inflation they incorporate a union bargaining framework into a standard factors trade model in which an increase in the relative price or capital stock in the export sector raises the demand wage that firms can afford to pay relative to workers fall back income and consequently lowers equilibrium unemployment the magnitude of the effects depends on the fall back income the weight unions attach to employment and the elasticity of labor demand which the authors estimate using data on singapore the results show that labor unions in singapore care more about employment than wages together with a small fall back income and elastic labor demand the authors show that given the same percentage change in relative export prices and capital accumulation in the export sector the effect on unemployment is larger for the former however the empirical importance of capital accumulation in the export sector dominates increases in relative export prices in reducing unemployment since the manufacturing sector experienced a tremendous increase in capital inputs throughout the sample period whereas the relative price of exports experienced a far smaller increase and only in the early part of the sample period the authors conclude that through a very open trading regime the tremendous increase in capital stock of the exporting sector has been the main reason behind singapore s declining unemployment rate

why inflation rose and fell policy makers beliefs and u s postwar stabilization policy this paper provides an explanation for the run up of u s inflation in the 1960s and 1970s and the sharp disinflation in the early 1980s which standard macroeconomic models have difficulties in addressing i present a model in which rational policymakers learn about the behavior of the economy in real time and set stabilization policy optimally conditional on their current beliefs the steady state associated with the self confirming equilibrium of the model is characterized by low inflation however prolonged episodes of high inflation ending with rapid disinflations can occur when policymakers underestimate both the natural rate of unemployment and the persistence of inflation in the phillips curve i estimate the model using likelihood methods the estimation results show that the model accounts remarkably well for the evolution of policymakers beliefs stabilization policy and the postwar behavior of inflation and unemployment in the united states

asset prices exchange rates and the current account this paper analyses the role of asset prices in comparison to other factors in particular exchange rates as a driver of the us trade balance it employs a bayesian structural var model that requires imposing only a minimum of economically meaningful sign restrictions we find that equity market shocks and housing price shocks have been major determinants of the us current account in the past accounting for up to 30 of the movements of the us trade balance at a horizon of 20 quarters by contrast shocks to the real exchange rate have been less relevant explaining about 9 and exerting a more temporary effect on the us trade balance our findings suggest that large exchange rate movements may not necessarily be the key element of an adjustment of today s large current account imbalances and that in particular relative global asset price changes could be a potent source of adjustment

modelling the effects of promotion expenditures on sales of pharmaceuticals the successful innovation of pharmaceuticals requires a substantial amount of marketing support despite concerns about the effects of these marketing efforts this study considers prior findings that indicate that higher marketing expenditures for a brand reduce its price elasticity of demand which may lead to higher prices in the context of the dutch pharmaceutical market the authors find that parameters are heterogeneous across brands and that marketing effects differ across product life cycle stages they propose a separate analysis of established and new brands for established brands marketing efforts neither have a positive effect on sales nor do they affect the price elasticity for new brands several proposed models might capture their diffusion pattern the diffusion of innovation models provide the best results marketing accelerates the rate of diffusion and leads to a higher baseline level of sales

mismatch shocks and unemployment during the great recession summary we investigate the macroeconomic consequences of fluctuations in the effectiveness of the labor market matching process with a focus on the great recession we conduct our analysis in the context of an estimated medium scale dynamic stochastic general equilibrium model with sticky prices and equilibrium search unemployment that features a shock to the matching efficiency or mismatch shock we find that this shock is not important for unemployment fluctuations in normal times however it plays a somewhat larger role during the great recession when it contributes to raise the actual unemployment rate by around 1 3 percentage points and the natural rate by around 2 percentage points the mismatch shock is the dominant driver of the natural rate of unemployment and explains part of the recent shift of the beveridge curve copyright 2016 john wiley sons ltd

price inertia and policy ineffectiveness in the united states 1890 1980 this paper introduces a new approach to the empirical testing of the lucas sargent wallace lsw policy ineffectiveness proposition which compares the lsw hypothesis with an alternative that states that prices respond fully in the long run but only gradually in the short run to nominal aggregate demand disturbances the empirical equations estimated for a new set of quarterly data extending back to 1890 exhibit uniformly high responses of real output and low responses of price changes to anticipated changes in nominal gnp the paper compares and tests three alternative methods of introducing persistence effects into the lsw framework

macroeconomic forecasting using diffusion indexes this article studies forecasting a macroeconomic time series variable using a large number of predictors the predictors are summarized using a small number of indexes constructed by principal component analysis an approximate dynamic factor model serves as the statistical framework for the estimation of the indexes and construction of the forecasts the method is used to construct 6 12 and 24 monthahead forecasts for eight monthly u s macroeconomic time series using 215 predictors in simulated real time from 1970 through 1998 during this sample period these new forecasts outperformed univariate autoregressions small vector autoregressions and leading indicator models

shocks and government beliefs the rise and fall of american inflation working paper 2004 22 september 2004 abstract the authors use a bayesian markov chain monte carlo algorithm to estimate a model that allows temporary gaps between a true expectational phillips curve and the monetary authority s approximating nonexpectational phillips curve a dynamic programming problem implies that the monetary authority s inflation target evolves as its estimated phillips curve moves the authors estimates attribute the rise and fall of post world war ii inflation in the united states to an intricate interaction between the monetary authority s beliefs and economic shocks shocks in the 1970s altered the monetary authority s estimates and made it misperceive the tradeoff between inflation and unemployment that misperception caused sharp rise in inflation in the 1970s the authors estimates indicate that policy makers updated their beliefs continuously by the 1980s policy makers beliefs about the phillips curve had changed enough to account for fed chairman paul volcker s conquest of u s inflation in the early 1980s jel classification e3 e5 key words updating beliefs policy evaluation self confirming equilibrium nash inflation ramsey outcomes i introduction today many statesmen and macroeconomists believe that inflation can largely be determined by a government monetary authority then why did the federal reserve board preside over high us inflation during the late 1960s and the 1970s and why under paul volcker did it rapidly bring inflation down during the early 1980s this paper answers these questions by estimating a model that features a particular process that makes a procession of economic shocks induce the monetary authority to alter its model of inflation unemployment dynamics the phillips curve at each date t the monetary authority updates its beliefs about the phillips curve and then recomputes a first period action recommended by a phelps problem a discounted dynamic programming problem that minimizes the expected value of a discounted quadratic loss function of inflation and unemployment 1 the monetary authority pursues the same objectives at each date using the same structural model with only its estimates of that model changing over time 2 this model of the systematic part of inflation puts the monetary authority s beliefs about the phillips curve front and center 3 we assume that the monetary authority s model of the phillips curve deviates in two subtle but important ways from what it would be in a rational expectations model e g kydland and prescott 1977 the first deviation is that while the true phillips curve is like kydland and prescott s we assume that the monetary authority omits the public s expected rate of inflation from its phillips curve by itself this omission need not prevent the outcomes of our model from coinciding with those of kydland and prescott s nor need it imply that the government s model is wrong in a way that could be detected from even an infinite sample whether the monetary authority s model is wrong in a statistically detectable way depends on how we allow the monetary authority to reestimate the parameters of its model in particular if the monetary authority were to believe that the coefficients of its phillips curve are constant over time then its estimates would converge to ones that support a self confirming equilibrium sce after convergence its estimated phillips curve would correctly describe occurrences along the sce path for inflation and unemployment such an after convergence version of our model has little hope of explaining the rise and fall of us inflation that model would have inflation fluctuating randomly around a constant sce level that coincides with kydland and prescott s time consistent suboptimal i e excessive level 4 this outcome motivates our second subtle deviation from a rational expectations equilibrium

the nairu unemployment and monetary policy this paper examines the precision of conventional estimates of the nairu and the role of the nairu and unemployment in forecasting inflation the authors find that although there is a clear empirical phillips relation the nairu is imprecisely estimated forecasts of inflation are insensitive to the nairu and there are other leading indicators of inflation that are at least as good as unemployment this suggests deemphasizing the nairu in public discourse about monetary policy and instead drawing on a richer variety of leading indicators of inflation