price setting during low and high inflation evidence from mexico this paper provides new insight into the relationship between inflation and the setting of individual prices by examining a large data set of mexican consumer prices covering episodes of both low and high inflation when the annual rate of inflation is low below 10 15 the frequency of price changes comoves weakly with inflation because movements in the frequency of price decreases and increases partly offset each other in contrast the average magnitude of price changes correlates strongly with inflation because it is sensitive to movements in the relative shares of price increases and decreases when inflation rises beyond 10 15 few price decreases are observed and both the frequency and average magnitude are important determinants of inflation i show that a menu cost model with idiosyncratic technology shocks predicts the average frequency and magnitude of price changes well over a range of inflation similar to that experienced by mexico

the behavior of prices and inflation an empirical analysis of disaggregat price data this paper analyzes the effects of inflation on the dispersion of prices as well as other aspects of price behavior using disaggregated data on prices of foodstuffs in israel during 1978 84 we find that the effect of expected inflation on intramarket price variability is stronger than the effect of unexpected inflation we show that even in times of high inflation price quotations are not trivially short and price changes are not synchronized across firms these facts taken together confirm that there is some staggering in the setting of prices we find that the distribution of real prices is far from being uniform as many menu cost based models assume or conclude in fact as inflation increases to very high levels this distribution is not even symmetric when the annual inflation rate reaches 130 percent there are equal chances of finding real prices above or below the market average but upward deviations in the real price are further away from zero than downward ones furthermore as the annu

analytical approximations in models of hysteresis decisions made under ongoing uncertainty and costly reversibility entail a range of the state variable where inaction is optimal which in turn produces hysteresis permanent effects of temporary shifts the range is usually defined by non linear equations that need numerical solutions in this paper a technique of analytical approximations is developed and applied to two models menu costs and investment the resulting explicit solutions help clarify why hysteresis is important even for small irreversibility in the menu cost model hysteresis is two orders of magnitude larger than under the akerlof yellen or mankiw assumptions when decisions that are costly to reverse are made under conditions of ongoing uncertainty the optimum policy usually entails a range of inertia the action should be taken only when the value of the underlying state variable becomes especially favourable and reversed only when it becomes especially unfavourable there is an intermediate range over which inaction is optimal this in turn gives rise to hysteresis starting from a value in the range of inertia if the state variable crosses the action trigger point and then returns to its original level the action will be taken but not reversed thus a temporary change will leave a permanent effect numerical solutions for models of irreversible investment show that the range of inaction is remarkably large even when the cost of reversal is small see brennan and schwartz 1985 constantinides 1986 and dixit 1989a b for examples of this unfortunately the equations tlhat determine the optimum policy are highly non linear they do not have analytical solutions therefore we lack a clearer and more general understanding of why hysteresis is numerically so important in this paper i derive analytical approximations for the solutions of more general problems of this kind when the costs of change are small the idea that small costs of change induce large amounts of inertia has been popularized in the model of akerlof and yellen 1985 mankiw 1985 and others in these models second order small costs of making price changes yield price stickiness in response to first order changes in the money supply this is a simple application of the envelope theorem but these models are static and their application to a dynamic reality must assume either permanent shocks or static expectations when there is ongoing uncertainty which is rationally expected by the decision maker the option value of the status quo enlarges the zone where inaction is optimal adding these features to the mankiw akerlof yellen may model i show that fourth order small costs of change generate first order inertia

rockets and feathers the asymmetric speed of adjustment of uk retail gasoline prices to cost changes abstract the paper develops a quadratic quantity adjustment model to test the hypothesis put forward in the recent monopolies and mergers commission report that the speed of adjustment of uk retail gasoline prices to cost changes is more rapid when costs rise than when they fall and that the adjustment path is more concentrated around the mean value on the upswing using data from 1982 to 1989 evidence of faster and more concentrated responses to cost increases were found

pass through in retail and wholesale this paper studies how prices comove across products firms and locations to gauge the relative importance of retailer versus manufacturer level shocks in determining prices i make use of a large panel data set on prices for a cross section of retailers in the u s i analyze prices at the barcode or universal product code upc level for individual stores i find that only 16 of the variation in prices is common across stores selling an identical product 65 of the price variation is common to stores within a particular retail chain but not across retail chains while 17 is completely idiosyncratic to the store and product product categories with frequent temporary sales exhibit a disproportionate amount of completely idiosyncratic price variation my results suggest that most of the observed price variation arises from retail level rather than manufacturer level demand and supply shocks however the behavior of prices is difficult to relate to observed variation in costs and demand at the retail level this suggests that retail prices may vary largely as a consequence of dynamic pricing strategies on the part of retailers or manufacturers rather than static demand and supply shocks this abstract was borrowed from another version of this item

estimating the frequency of price re optimization in calvo style models abstract this paper assesses the empirical performance calvo style models of price re optimization we first show that versions of these models in which firms update non re optimized prices to lagged inflation account well for the statistical behavior of post war u s inflation rates we then investigate whether these models imply plausible degrees of inertia in price setting behavior by firms they do but only if we depart from two standard auxiliary assumptions monopolistically competitive firms face a constant elasticity of demand and capital is homogeneous and can be instantaneously reallocated after a shock we develop a version of the model in which these assumptions are relaxed and show that it is consistent with the view that firms re optimize prices on average once every two quarters

inflation targeting what inflation rate to target abstract in an economy with nominal rigidities in both an intermediate good sector and a finished good sector and thus with a natural distinction between cpi and ppi inflation rates a benevolent central bank faces a tradeoff between stabilizing the two measures of inflation a final output gap and unique to our model a real marginal cost gap in the intermediate sector so that optimal monetary policy is second best we discuss how to implement the optimal policy with minimal information requirement and evaluate the robustness of these simple rules when the central bank may not know the exact sources of shocks or nominal rigidities a main finding is that a simple hybrid rule under which the short term interest rate responds to cpi inflation and ppi inflation results in a welfare level close to the optimum whereas policy rules that ignore ppi inflation or ppi sector shocks can result in significant welfare losses

monopolistic competition and the effects of aggregate demand how important is monopolistic competition to an understanding of the effects of aggregate demand on output we ask the question at three levels can monopolistic competition by itself explain why aggregate demand movements affect output can it together with other imperfections generate effects of aggregate demand in a way that perfect competition cannot if so can it give an accurate account of the response of the economy to aggregate demand movements the answers are no yes and yes

relative price changes as aggregate supply shocks this paper proposes a theory of supply shocks or shifts in the short run phillips curve based on relative price changes and frictions in nominal price adjustment when price adjustment is costly firms adjust to large shocks but not to small shocks and so large shocks have disproportionate effects on the price level therefore aggregate inflation depends on the distribution of relative price changes inflation rises when the distribution is skewed to the right and falls when the distribution is skewed to the left we show that this theoretical result explains a large fraction of movements in postwar u s inflation moreover our model suggests measures of supply shocks that perform better than traditional measures such as the relative prices of food and energy

state dependent or time dependent pricing does it matter for recent u s inflation in the 1988 2004 micro data collected by the u s bureau of labor statistics for the cpi price changes are frequent every 4 7 months depending on the treatment of sale prices and large in absolute value on the order of 10 the size and timing of price changes varies considerably for a given item but the size and probability of a price change are unrelated to the time since the last price change movements in aggregate inflation reflect movements in the size of price changes rather than the fraction of items changing price due to offsetting movements in the fraction of price increases and decreases neither leading time dependent models taylor or calvo nor 1 st generation state dependent models match all of these facts some 2 nd generation state dependent models however appear broadly consistent with the empirical patterns

the magnitude of menu costs direct evidence from large u s supermarket chains we use store level data to document the exact process of changing prices and to directly measure menu costs at five multistore supermarket chains we show that changing prices in these establishments is a complex process requiring dozens of steps and a nontrivial amount of resources the menu costs average 105 887 year per store comprising 0 70 percent of revenues 35 2 percent of net margins and 0 52 price change these menu costs may be forming a barrier to price changes specifically 1 a supermarket chain facing higher menu costs due to item pricing laws that require a separate price tag on each item changes prices two and one half times less frequently than the other four chains 2 within this chain the prices of products exempt from the law are changed over three times more frequently than the products subject to the law in principle fixed costs of changing prices can be observed and measured in practice such costs take disparate forms in different firms and we have no data on their magnitude so the theory can be tested at best indirectly at worst not at all alan blinder 1991 p 90

frequent price changes under menu costs abstract this paper investigates the effect of uncertainty on a single firm s pricing behaviour in a dynamic menu cost model that results in s s rules where the price is fixed inside a band it will be demonstrated that even though the band of inaction widens in response to increased uncertainty the price may be changed more frequent in the short run and in the long run it definitely will hence observing frequent price changes is not necessarily inconsistent with a firm operating under menu costs this paper relies on an article by dixit 1991 review of economic studies 58 141 151 but it offers a different solution technique in particular the solution of the model will be derived explicitly unlike dixit where approximations are resorted to

price flexibility in channels of distribution evidence from scanner data in this study we empirically examine the extent of price rigidity using a unique store level time series data set consisting of i actual retail transaction prices ii actual wholesale transaction prices which represent both the retailers costs and the prices received by manufacturers and iii a measure of manufacturers costs for 12 goods in two widely used consumer product categories we simultaneously examine the extent of price rigidity for each of the 12 products at both final goods and intermediate goods levels we study two notions of price rigidity employed in the existing literature i the frequency of price changes and ii the response of prices to exogenous cost changes we find that retail prices exhibit remarkable flexibility in terms of both notions of price rigidity i e they change frequently and they seem to respond quickly and fully to cost changes furthermore we find that retail prices respond not just to their direct costs but also to the upstream manufacturers costs which further reinforces the extent of the retail price flexibility at the intermediate goods level of the market in contrast we find relatively more evidence of rigidity in the response of manufacturers prices to cost changes this despite the fact that wholesale prices change frequently and therefore exhibit flexibility according to the first notion of price rigidity

small menu costs and large business cycles a macroeconomic model of monopoly i introduction the conflict between modern neoclassical and traditional keynesian theories of the business cycle centers upon the pricing mechanism in neoclassical models prices are fully flexible they represent the continuous optimization of economic agents and the continuous intersection of supply and demand in keynesian models prices are often assumed to be sticky they do not necessarily equilibrate all markets at all times one of the reasons for the resurgence of the equilibrium approach to macroeconomics has been the absence of a theoretical underpinning for this keynesian price stickiness this note shows that sticky prices can be both privately efficient and socially inefficient the business cycle results from the suboptimal adjustment of prices in response to a demand shock to the extent that policy can stabilize aggregate demand it can mitigate the social loss due to this suboptimal adjustment in some keynesian models prices are simply exogenously fixed 2 in others agents must set their prices in advance of the transaction date the act of altering a posted price is certainly costly these costs include such items as printing new catalogs and informing salesmen of the new price yet these menu costs are small and therefore generally perceived as providing only a weak foundation for these fixed price models however this inference is flawed small menu costs can cause large welfare losses the claim that price adjustment costs are small does not rebut the claim that they are central to understanding economic fluctuations

compensated optimal response under uncertainty in agricultural household models abstract this study derives the qualitative properties of a household s optimal consumption family labour hired labour and non labour input choices under price and or output risk through a slutsky type compensation without imposing any restriction on risk preference structure or production technology these compensated responses provide the underpinning for welfare analysis in agricultural household models under risk the framework for the evaluation of welfare effects of product and factor price interventions in a setting of output and price risk is developed the paper also outlines an empirical model for estimation of the compensated demand and supply responses and for validation of the paper s analytical results

state dependent pricing and the general equilibrium dynamics of money and output economists have long suggested that nominal product prices are changed infrequently because of fixed costs in such a setting optimal price adjustment should depend on the state of the economy yet while widely discussed statedependent pricing has proved difficult to incorporate into macroeconomic models this paper develops a new tractable theoretical state dependent pricing framework we use it to study how optimal pricing depends on the persistence of monetary shocks the elasticities of labor supply and goods demand and the interest sensitivity of money demand

the dynamics of gasoline prices evidence from daily french micro data using millions of individual gasoline prices collected at a daily frequency we examine the speed at which market prices of refined oil are transmitted to retail gasoline prices in france for that we estimate a reduced form model of state dependent pricing where thresholds triggering price changes are allowed to vary over time and depend on the duration since the last price change we find that the degree of pass through of wholesale prices to retail gasoline prices is on average 0 77 for diesel and 0 67 for petrol and depend on local market characteristics the duration for a shock to be fully transmitted into prices is about 10 days there is no significant asymmetry in the transmission of wholesale price to retail prices finally the duration since the last price change has a significant effect on thresholds triggering price changes but a large variance of idiosyncratic shocks on thresholds is also crucial to replicate the size distribution of price changes

time varying s s band models properties and interpretation a recent strand of empirical work uses s s models with time varying stochastic bands to describe infrequent adjustments of prices and other variables the present paper examines some properties of this model which encompasses most micro founded adjustment rules rationalizing infrequent changes we illustrate that this model is flexible enough to fit data characterized by infrequent adjustment and variable adjustment size we show that to the extent that there is variability in the size of adjustments e g if both small and large price changes are observed i a large band parameter is needed to fit the data and ii the average band of inaction underlying the model may differ strikingly from the typical observed size of adjustment the paper thus provides a rationalization for a recurrent empirical result very large estimated values for the parameters measuring the band of inaction

asymmetric price adjustment and economic fluctuations this paper considers a possible explanation for asymmetric adjustment of nominal prices the authors present a menu cost model in which positive trend inflation causes firms relative prices to decline automatically between price adjustments in this environment shocks that raise firms desired prices trigger larger price responses than shocks that lower desired prices the authors use this model of asymmetric adjustment to address three issues in macroeconomics the effects of aggregate demand the effects of sectoral shocks and the optimal rate of inflation copyright 1994 by royal economic society

economic welfare evaluations for producers under uncertainty the validity of producer and consumer surplus measures of firm welfare under risk is examined under constant absolute risk aversion and output price uncertainty only these measures are an exact measure of firm welfare as defined by compensating variation equivalent variation or the change in the certainty equivalent under decreasing absolute risk aversion qualitative comparisons of various measures are discussed for example producer s surplus as measured by the area above the uncompensated risk averse supply curve overstates the compensating variation of a change in expected price of output procedures for calculating firm welfare under production uncertainty and a variety of economic environments are proposed generally these procedures are applicable only when absolute risk aversion is constant

identifying price reviews by firms an econometric approach price reviews are a potentially costly activity a significant fraction of unchanged prices may stem from firms not reviewing prices rather than from obstacles to changing prices per se such as menu costs in this paper we disentangle these two causes of price stickiness by estimating an inflated ordered probit model on a panel of french manufacturing firms the results point to a low frequency of price reviews suggestive of the relevance of information costs as a determinant of the observed price stickiness in view of the inattentive producers literature pointing that the source of price rigidity matters this is suggestive of a large real effect of monetary policy

costs demand and producer price changes abstract using business survey data we estimate an ordered probit model to explain the occurrence of producer price increases and decreases in the french manufacturing industry our results show that changes in intermediate input prices are the main driver of producer price changes changes in firms labor costs their production level or the producer price index of their industry contribute less to the occurrence of price changes moreover when they face a change in their costs firms adjust their prices upward more often and more rapidly than they do it downward especially when the shock is perceived as permanent

why are prices sticky preliminary results from an interview study this paper reports preliminary results from a large research project on business pricing which is currently underway the idea is to use interviews with actual price setters to assess the validity of a dozen theories of price stickiness the rather unorthodox for economists methodology is defended the research design is described briefly and a few results based on the first 72 interviews out of a projected 200 are presented this sample suggests that the median firm changes its price annually and that price adjustments typically lag 3 4 months behind shocks to demand or cost this abstract was borrowed from another version of this item

explaining investment dynamics in u s manufacturing a generalized s s approach we are grateful to olivier blanchard whitney newey james stock an editor three anonymousreferees and seminar participants at brown cepr champoussin chicago columbia econometric society meetings caracas and tokyo efcc harvard impa lse nber princeton rochester site toronto u de chile and yale for their comments financial support to caballero from the national science and sloan foundations and to engel from fondecyt grant 195 510 and the mellon foundation grant 9608 is gratefully acknowledged 2since plants entry is excluded from their sample these statistics are likely to represent lowerbounds on the degree of lumpiness in plants investment patterns 3we use the word project to emphasize the fact that the actual implementation of a projectmay cover more than a year observation realistic time to build aspects of investment are not incontradiction with the view that investment episodes are lumpy in nature 4 see chirinko 1994 for a survey of the empirical investment literature

sticky prices in the euro area a summary of new micro evidence this paper summarises the vast evidence on micro price setting recently obtained for euro area countries we consider studies with micro data on consumer and producer prices as well as survey information the main findings are 1 prices in the euro area are sticky and stickier than in the us 2 downward price rigidity is only slightly more marked than upward price rigidity 3 heterogeneity and asymmetries are observed in price setting and 4 the relevance of theories that explain price stickiness such as implicit or explicit contracts marginal costs and coordination failure is confirmed whereas menu costs pricing thresholds and costly information explanations are judged much less relevant by firms jel c25 d40 e31

price stickiness in ss models new interpretations of old results abstract what is the relation between infrequent price adjustment and the dynamic response of the aggregate price level to monetary shocks the answer to this question ranges from a one to one link calvo g 1983 prices in a utility maximizing framework journal of monetary economics 12 383 398 to no connection whatsoever caplin a spulber d 1987 menu costs and the neutrality of money quarterly journal of economics 102 703 726 the purpose of this paper is to provide a unified framework to understand the mechanisms behind this wide range of results in doing so we propose new interpretations of key results in this area which in turn suggest the kind of ss model that is likely to generate substantial price rigidity among these new interpretations we revisit caplin and spulber s monetary neutrality result we show that when price stickiness is measured in terms of the impulse response function this result is not a consequence of aggregation as is often assumed but is due instead to the absence of price stickiness at the microeconomic level we also show that the selection effect according to which units that adjust their prices are those that benefit the most is neither necessary nor sufficient to account for the higher aggregate flexibility of ss type models compared to calvo models instead the key concept is the contribution of the extensive margin of adjustment to the aggregate price response the aggregate price level is more flexible than suggested by the microeconomic frequency of adjustment if and only if this term is positive

some evidence on the adjustment of producer prices we document producer price adjustment using a low inflation micro price dataset on average 24 of prices adjust each month with an average increase decrease of 6 producer prices adjust more frequently than consumer prices but their size of adjustment is typically smaller sectoral heterogeneity in the frequency of price adjustment is strongly related to heterogeneity in the cost structure fluctuations in aggregate producer price inflation occur to a large extent through variation in the relative share of upward and downward price adjustment

micro based estimates of heterogeneous pricing rules the united states vs the euro area this paper presents us and euro area estimates for a fully heterogeneous model in which there is a continuum of firms setting prices with a constant probability of adjustment which may differ from firm to firm the estimated model accurately matches the empirical distribution function of individual price durations for the us and the euro area incorporating these micro based pricing rules into a dsge model we find that nominal shocks have a greater real impact in the fully heterogeneous economy than in the standard calvo model we also find that nominal and real shocks bring about a reallocation of resources among sectors monetary policy is found to have a greater real impact in the euro area than in the united states

a structural approach to identifying the sources of local currency price stability the inertia of the local currency prices of traded goods in the face of exchange rate changes is a well documented phenomenon in international economics this paper develops a structural model to identify the sources of this local currency price stability and applies it to micro data from the beer market the empirical procedure exploits manufacturers and retailers first order conditions in conjunction with detailed information on the frequency of price adjustments following exchange rate changes to quantify the relative importance of local non traded cost components markup adjustment by manufacturers and retailers and nominal price rigidities in the incomplete transmission of such changes to prices we find that on average approximately 60 of the incomplete exchange rate pass through is due to local non traded costs 8 to markup adjustment 30 to the existence of own brand price adjustment costs and 1 to the indirect strategic effect of such costs though these results vary considerably across individual brands according to their market shares

do gasoline prices respond asymmetrically to crude oil price changes the authors test and confirm that retail gasoline prices respond more quickly to increases than to decreases in crude oil prices among the possible sources of this asymmetry are production inventory adjustment lags and market power of some sellers by analyzing price transmission at different points in the distribution chain the authors attempt to shed light on these theories spot prices for generic gasoline show asymmetry in responding to crude oil price changes which may reflect inventory adjustment effects asymmetry also appears in the response of retail prices to wholesale price changes possibly indicating short run market power among retailers

state dependent pricing and the dynamics of money and output standard macroeconomic models of price stickiness assume that each firm leaves its price unchanged for a fixed amount of time we present an alternative model in which the pricing decision depends on the state of the economy we find a method of aggregating individual price changes that allows a simple characterization of macroeconomic variables the model produces a positive money output correlation and an empirical phillips curve in addition the impact of monetary shocks depends crucially on the current level of output which points to a natural connection between state dependent microeconomics and state dependent macroeconomics i introduction there is a long tradition in macroeconomics of attributing the real effects of nominal demand shocks to nominal price stickiness in this view if there is no change in prices when nominal demand rises then quantities must bear the burden of adjustment hence nominal price rigidity provides the friction needed for nominal demand shocks to be transmitted to the real economy standard models of this transmission mechanism such as fischer 1977 and taylor 1980 are based on the assumption that each firm leaves its price unchanged for a fixed amount of time the main reason for considering such time dependent pricing rules is their analytic tractability constraining firms to adjust their prices at prespecified times both simplifies the derivation of equilibrium strategies and allows the use of powerful time series techniques to analyze aggregate dynamics the main disadvantage of the timedependent approach is that between price adjustments firms are not allowed to respond even to extreme changes of circumstance this makes it difficult to know whether the qualitative effects of money in these models are the result of nominal rigidities per se or of the exogenously imposed pattern of price changes an alternative approach to modeling price stickiness is to allow the price setting decision to depend on the actual state of the

adjustment costs inventories and output this paper analyzes the optimal adjustment strategy of an inventory holding firm facing price and quantity adjustment costs in an inflationary environment the model nests both the original menu cost model that allows production to be costlessly adjusted and the later model that includes price and quantity adjustment costs but rules out inventory holdings it is shown that the firm s optimal adjustment strategy may involve stockouts at low inflation rates output is inversely related to the inflation rate and the length of time demand is satisfied increases with the demand elasticity but decreases with the storage cost and the real interest rate

the timing and magnitude of retail store markdowns evidence from weekends and holidays we examine daily prices of eight goods at seventeen retail stores collected in ann arbor michigan over a four month period from november 1 to february 28 we focus on weekly and seasonal price patterns and on the frequency of price markdowns or sales there were frequent markdowns in the intensive shopping period prior to christmas and a tendency for such sales to occur on weekends we interpret these findings as evidence that a significant number of markdowns are timed to occur when shopping intensity is exogenously high we complement the imperfect information based motives for sales in the literature by contributing an additional element based on the role of bulk shopping and increasing returns in the shopping technology

rigid prices evidence from u s scanner data this paper uses over two years of weekly scanner data from two small us cities to characterize time and state dependence of grocers pricing decisions in these data the probability of a nominal adjustment declines with the time since the last price change even after controlling for heterogeneity across store product cells and replacing sale prices with regular prices we also detect state dependence the probability of a nominal adjustment is highest when a store s price substantially diers from the average of other stores prices however extreme prices typically reflect the selling store s recent nominal adjustments rather than changes in other stores prices

price elasticities and demand side real rigidities in micro data and in macro models abstract high degrees of demand side real rigidities are able to generate the large monetary non neutrality found in aggregate data this paper provides micro based evidence on the key parameters governing this rigidity using european homescan data we find strong evidence for demand side real rigidity which is however significantly lower than that normally assumed in macro models in a menu cost model calibrated to our estimates we show that these estimates are associated with reasonable values for production side parameters but they are not able to generate the degree of monetary non neutrality observed in macro data

lumpy price adjustments a microeconometric analysis based on a reduced form state dependent pricing model with random thresholds we specify and estimate a nonlinear panel data model with an unobserved factor representing the common cost or demand components of the unobserved optimal price using this model we are able to assess the relative importance of common and idiosyncratic shocks in explaining the frequency and magnitude of price changes in the case of a wide variety of consumer products in belgium and france we find that the mean level and variability of the random thresholds are key for explaining differences across products in the frequency of price changes we also find that the idiosyncratic shocks represent the most important driver of the magnitude of price changes supplementary materials for this article are available online

menu costs and phillips curves this paper develops a model of a monetary economy in which individual firms are subject to idiosyncratic productivity shocks as well as general inflation sellers can change price only by incurring a real menu cost we calibrate this cost and the variance and autocorrelation of the idiosyncratic shock using a new u s data set of individual prices due to klenow and kryvtsov the prediction of the calibrated model for the effects of high inflation on the frequency of price changes accords well with international evidence from various studies the model is also used to conduct numerical experiments on the economy s response to various shocks in none of the simulations we conducted did monetary shocks induce large or persistent real responses

prices rise faster than they fall output prices tend to respond faster to input increases than to decreases this tendency is found in more than two of every three markets examined it is found as frequently in producer goods markets as in consumer goods markets in both kinds of markets the asymmetric response to cost shocks is substantial and durable on average the immediate response to a positive cost shock is at least twice the response to a negative shock and that difference is sustained for at least five to eight months unlike past studies which documented similar asymmetries in selected markets gasoline agricultural products etc this one uses large samples of diverse products 77 consumer and 165 producer goods accordingly the results suggest a gap in an essential part of economic theory as a start on filling this gap the study finds no asymmetry in the resonse of an individual decision maker a supermarket chain to its costs but it finds above average asymmetry where a cost shock is filtered through a fragmented w

heterogeneity in consumer price stickiness we examine heterogeneity in price stickiness using a large original set of individual price data collected at the retail level for the computation of the french consumer price index for that purpose we estimate at a very high level of disaggregation a piecewise constant hazard model as well as competing risks duration models that distinguish between price increases price decreases and product replacements the main findings are the following a at the product outlet type level the baseline hazard function of a price spell is nondecreasing b cross product and cross outlet type heterogeneity is pervasive both in the shape and the level of the hazard function as well as in the impact of covariates c there is strong evidence of state dependence especially for price increases d there is an asymmetry because determinants of price increases differ from those of price decreases

sustainable business model adoption among s p 500 firms a longitudinal content analysis study in this study we examine the diversity of sustainable business models adopted by the largest global corporations those listed in the s p 500 index over the period 2005 2014 we examine press release communications during this period which represent public data about business relevant events we expect that examining this communication can reveal longitudinal patterns in the adoption of sustainable business activities and models empirically we utilize academic and practitioner expert panels to build a set of keywords across nine sustainable business model archetypes and utilize automated content analysis to examine the breadth and nature of a firm s sustainable business activities and practices we find evidence of the increasing prominence of different types of sustainable business models over time in particular the results show that large capitalized firms have mostly adopted the environmentally oriented archetypes and to much lesser extent the societal and organizational ones

menu costs and the neutrality of money a model of endogenous price adjustment under money growth is presented firms follow s s pricing policies and price revisions are imperfectly synchronized in the aggregate price stickiness disappears and money is neutral the connection between firm price adjustment and relative price variability in the presence of monetary growth is also investigated the results contrast with those obtained in models with exogenous fixed timing of price adjustment

price setting in the euro area some stylized facts from individual producer price data this paper summarizes the microevidence on the setting of producer prices in the euro area the main findings are i 21 of producer prices are adjusted each month ii producer prices are changed more frequently and by smaller amounts than consumer prices even after controlling for product characteristics iii price decreases are relatively frequent iv inflation correlates positively with the difference between the frequency of price increases and decreases and v there is substantial variation in price flexibility across sectors which can be explained in part by differences in the cost structure the degree of competition and the level of sectoral inflation

five facts about prices a reevaluation of menu cost models are price decreases 3 the frequency of price increases covaries strongly with inflation whereas the frequency of price decreases and the size of price increases and price decreases do not 4 the frequency of price change is highly seasonal it is highest in the first quarter and then declines 5 we find no evidence of upwardsloping hazard functions of price changes for individual products we show that the first second and third facts are consistent with a benchmark menu cost model whereas the fourth and fifth facts are not

the mis behaviour of the aggregate price level this paper investigates the response of the price level to random monetary shocks through a model of the fixed cost of changing a nominal price it shows that in an inflationary environment an expansionary monetary shock is accommodated faster than a contractionary monetary shock furthermore when the average rate of monetary expansion increases the lag in response to a positive shock decreases the study also proves that the relationship between the expected rate of inflation and the variance of real prices is positive only above a critical level of expected inflation the most striking result in this area appears in the work of caplin and spulber 1987 they show that in the aggregate when inflation is monotone stickiness disappears even when all firms follow a strict s s rule in their model since firms are uniformly distributed discontinuous price adjustment at the firm level does not create stickiness at the aggregate level caballero and engel 1992 extend this analysis to incorporate idiosyncratic shocks they show that in the presence of monotone idiosyncratic shocks the long run stationary distribution of prices is the uniform distribution but in the short run when the distribution of prices is arbitrary aggregate stickiness can result from firms discontinuous price adjustments in the present work the focus shifts i use a model where aggregate stickiness emerges naturally from firms discontinuous price setting to investigate the effects of the rate of inflation on aggregate stickiness this work shows that aggregate stickiness is negatively correlated with the rate of inflation the higher the rate of inflation the less sticky the response of the aggregate price level with respect to positive nominal shocks and the closer the economy approaches the caplin and spulber model therefore when modeling a dynamic inflation tax one must account not only for the decrease in the monetary base but also for the increase in the speed at which the aggregate price level 889

monetary policy in an era of global supply chains abstract we study the implications of global supply chains for the design of monetary policy using a small open economy new keynesian model with multiple stages of production within the family of simple monetary policy rules with commitment a rule that targets separate producer price inflation at different production stages in addition to output gap and real exchange rate is found to deliver a higher welfare level than alternative policy rules as an economy becomes more open measured by export share the optimal weight on the upstream inflation rises relative to that on the final stage inflation if we have to choose among aggregate price indicators targeting ppi inflation yields a smaller welfare loss than targeting cpi inflation alone as the production chain becomes longer the optimal weight on ppi inflation in the policy rule that targets both ppi and cpi inflation will also rise a trade cost shock such as a rise in the import tariff can alter the optimal weights on different inflation variables

intermediate goods and business cycles implications for productivity and welfare this paper presents an aggregate demand driven model of business cycles that provides a new explanation for the procyclicality of productivity and simultaneously predicts large welfare losses from monetary nonneutrality the key features of the model are an input output production structure imperfect competition countercyclical markups and for some results state dependent price rigidity true technical efficiency is procyclical even though production takes place with constant returns without technology shocks or technological externalities the paper has observable implications that distinguish it empirically from related work these implications are generally supported by data from u s manufacturing industries copyright 1995 by american economic association

optimal pricing with costly adjustment evidence from retail grocery prices in many theoretical models it is assumed that there are costs associated with adjusting prices in this paper the existence type and magnitude of such costs are investigated empirically a discrete choice dynamic programming model that nests fixed and variable costs is developed and econometric estimates of the adjustment cost function are obtained the data used to implement the model consist of weekly retail prices and sales of three brands of saltine crackers sold by four chains of grocery stores in a small u s town the study has several distinguishing characteristics first the data are highly disaggregate at the level of brand and store second variables are sampled at weekly intervals third the model nests fixed and variable adjustment costs and can therefore determine their relative importance finally the discrete choice model is both structural and dynamic

nonuniform staggered prices and output persistence staggered prices are a fundamental building block of new keynesian dynamic stochastic general equilibrium models in the standard model prices are uniformly staggered but recent empirical evidence suggests that deviations from uniform staggering are common this paper analyzes how synchronization of price changes affects the response to monetary policy shocks i find that even large deviations from uniform staggering have small effects on the response of output aggregate dynamics in a model of uniform staggering may serve well as an approximation to a more complicated model with some degree of synchronization in price setting

synchronization of price changes by multiproduct firms evidence from canadian newspaper prices abstract using data for canadian daily newspapers we find that price changes of papers owned by the same firm are synchronized on the other hand independently owned newspapers do not appear to change their prices together

aggregation and optimization with state dependent pricing the literature on the aggregation of s s policies has ignored the impact of aggregate behavior on the individual s optimization problem in the case of pricing the feedback effects are clear not only do pricing strategies determine the evolution of the price level but the evolution of the price level also influences the optimal pricing strategies in this paper we provide a consistent treatment of aggregation and optimization we use this model to analyze three issues in the menu cost pricing literature the relationship between strategic complementarity and the real effects of money the relationship between the variance of the money supply and the correlation between money and output and the relationship between the cost of price adjustment and the size of price adjustment questions concerning the dynamics of aggregate variables such as prices employment investment and consumption represent the core of business cycle analysis one striking feature of these variables is the radical difference between properties of these aggregates and the nature of the individual behavior that underlies them the behavior of a firm s prices investment and employment and the behavior of an individual s consumption all involve frictional elements that lead to discrete adjustment at the microeconomic level heterogeneity among individuals however tends to smooth the behavior of the corresponding aggregates in recent years a large body of research has developed to examine the manner in which microeconomic frictions influence aggregate dynamics one of the centerpieces of this research has been the s s model developed by arrow harris and marschak 1951 the key element of this model is the state dependence of individual decisions agents act when a state variable crosses some critical threshold which balances the cost and benefits of adjustment the aggregate implications of this form of microeconomic behavior have been analyzed by blinder 1981 caplin 1985 and mosser 1991 in the context of inventory dynamics by caplin and spulber 1987 caballero and engel 1991 1993 and caplin and leahy 1991 in the context of prices and by bertola and caballero 1990 caballero 1993 and eberly 1994 in the context of con sumer durables one of the most limiting aspects of these models is that they focus exclusively on the impact that microeconomic inertia has on aggregate dynamics they 1we would like to thank michael harrison loannis karatzas john leahy sr andreu mas colell a co editor and four anonymous referees for helpful discussions and comments and the national science foundation and the sloan foundation for financial support

spatial price competition a semiparametric approach we investigate the nature of price competition among firms that produce differentiated products and compete in markets that are limited in extent we propose an instrumental variables series estimator for the matrix of cross price response coefficients demonstrate that our estimator is consistent and derive its asymptotic distribution our semiparametric approach allows us to discriminate among models of global competition in which all products compete with all others and local competition in which products compete only with their neighbors we apply our semiparametric estimator to data from u s wholesale gasoline markets and find that in this market competition is highly localized

optimum pricing policy under stochastic inflation we describe aggregate inflation as a stochastic process in which the rate of change of the price level can be positive or zero where the times spent in each state are of random duration this class of processes includes two state markov chains and renewal processes as special cases it is shown that the optimal pricing policy of a monopolistic firm with non convex costs of price adjustment is s s in its real price i e its nominal price relative to the price level a basic certainty equivalence result is proved i e the firm behaves as if it faces a certain and fixed rate of inflation higher than the actual expected rate the difference between the two rates being a risk premium which depends on the real interest rate and the parameters of the stochastic process one can thus apply previous results from the case of certainty sheshinski and weiss review of economic studies 1977 to obtain comparative static results in particular one finds that an increase in the variance of expected inflation leads firms to choose a pricing policy with larger amplitude in real price the paper also addresses the question of consistency in firms expectations when the price level is determined by the firms actions in this paper we consider pricing policies of individual firms in an inflationary environment each firm expects the general price level to increase and must determine the rate of increase of its own price it is assumed that the firm incurs an adjustment cost when it changes its nominal price consequently firms choose to change prices occasionally rather than continuously

linking individual and aggregate price changes this paper studies the implications of lumpiness and heterogeneity in microeconomic pricing decisions for dynamics in price aggregates to capture the latent deviation between actual and target prices it develops a semi structural empirical model of two sided s s price setting applying the model to a unique panel of store level retail prices reveals that fluctuations in the shape of cross sectional price deviation densities contain extra information on aggregate price change dynamics asymmetry in the density particularly matters idiosyncratic shocks magnify the size but do not alter the direction of aggregate fluctuations when the target price is proxied by the cross store mean price the link between inflation and the price deviation density disappears

an approach to business model innovation and design for strategic sustainable development successful business is increasingly about understanding the challenges and opportunities linked to society s transition towards sustainability and e g being able to innovate design and build business models that are functional in this context however current business model innovation and design generally fails to sufficiently embrace the sustainability dimension typically the business case of sustainability is not understood profoundly enough the planning horizon and system scope are insufficient the competence to bring together people into systematic ventures towards sustainable business is too low a unifying framework for sustainability analyses planning cross disciplinary and cross sector cooperation and cohesive use of the myriad sustainability tools methods and concepts has been developed the framework for strategic sustainable development fssd similarly a generic approach to business model design has been put forward the business model canvas bmc in this paper we explore how the fssd could inform business model innovation and design by combining it with the bmc and supplementary tools methods and concepts such as creativity techniques value network mapping life cycle assessment and product service systems the results show that the fssd bmc combination can support business model innovation and design for strategic sustainable development as well as strengthen each supplementary tool method and concept in its own primary purpose we apply the combined approach for the purpose of initial testing and presentation to a real case of business model evolution based on our findings we propose a new approach to business model innovation and design for strategic sustainable development the new approach facilitates e g business scalability and risk avoidance and clarifies the interplay between classical business model development and strategic sustainability thinking the new approach highlights the opportunity for novel business model design for future sustainable success

implications of rational inattention abstract a constraint that actions can depend on observations only through a communication channel with finite shannon capacity is shown to be able to play a role very similar to that of a signal extraction problem or an adjustment cost in standard control problems the resulting theory looks enough like familiar dynamic rational expectations theories to suggest that it might be useful and practical while the implications for policy are different enough to be interesting

restaurant prices and the minimum wage in this paper we examine the effect of the minimum wage on restaurant prices we contribute both to the study of economic impact of the minimum wage and to the study of microeconomic patterns of price stickiness for this purpose we use a unique data set of individual price quotes collected to calculate the consumer price index in france and we estimate a price rigidity model based on a flexible s s rule we find a positive and significant impact of the minimum wage on prices the effect of the minimum wage on prices is however very protracted a change in the minimum wage takes more than a year to fully pass through to retail prices

risk and return in an equilibrium apt application of a new test methodology abstract we use an asymptotic principal components technique to estimate the pervasive factors influencing asset returns and to test the restrictions imposed by static and intertemporal equilibrium versions of the arbitrage pricing theory apt on a multivariate regression model the empirical techniques allow for fairly arbitrary time variation in risk premiums we find that the apt provides a better description of the expected returns on assets than the capital asset pricing model capm however some statistically reliable mispricing of assets by the apt remains

price changes in the euro area and the united states some facts from individual consumer price data prices of goods and services do not adjust immediately in response to changing demand and supply conditions this paper characterizes the average frequency and size of price changes in the euro area and its member countries investigates the determinants of the probability of price changes and compares the evidence for the euro area with available u s results the facts documented in this paper are based on evidence from individual price data recorded at the store level in all euro area countries except ireland and greece that is in datasets covering austria belgium finland france germany italy luxembourg the netherlands portugal and spain which together account for around 97 percent of euro area gdp the data used are the monthly price records underlying the computation of national consumer price indices and harmonized consumer price indices these data cover a large number of products selected on the basis of extensive household budget surveys

round prices and price rigidity evidence from outlawing odd prices abstract this paper exploits a legal change in israel that banned the use of non zero digit price endings e g 6 99 to study the relationship between digit price endings and price rigidity we compare the propensity of product prices to change before and after the ban while distinguishing between products whose prices ended with a zero and products whose prices did not end with a zero digit before the ban we find that before the ban zero digit price endings were more likely to change typically upward compared with products with non zero digit price endings after the legal change these differences disappeared overall these findings support the price point theory blinder 1991

patterns of retail price variation we examine retail price variation across a range of goods and regions of the united states we find that the typical grocery product has a regular price and stays at that price at least 50 of the time and that most deviations from that regular price are downward temporary discounts or sales while infrequent account for 20 to 50 of the annual variation in retail prices for most product categories although existing models of retail sales yield predictions consistent with some aspects of the retail pricing distributions all of these models fail to explain other important aspects of retail pricing identified here

a framework for strategic sustainable development the purpose of this paper is to give a comprehensive and cohesive description of the most recent version of the framework for strategic sustainable development fssd and also to describe and discuss the overall method for developing the fssd elaborate on the general rational for and general benefits of a framework of this type and validate benefits of the fssd through examples of its application the purpose is also to point to pertinent future work in preparation of this paper we have reviewed previous publications and other documents related to the fssd and reflected on the 25 year learning process between scientists and practitioners we conclude that the fssd has proven to aid organizations in thoroughly understanding and putting themselves in context of the global sustainability challenge and to move themselves strategically towards sustainability i e to stepwise reduce their negative impacts on ecological and social systems at large while strengthening the own organization through capturing of innovation opportunities including new business models exploration of new markets and winning of new market shares and through reduced risks and operation costs specifically we conclude that the fssd aids more effective management of system boundaries and trade offs makes it possible to model and assess sustainable potentials for various materials and practices before investments are made and offers the possibility for more effective collaboration across disciplines and sectors regions value chains and stakeholder groups we also conclude that the fssd makes it possible to prevent damages even from yet unknown problems and not the least to guide selection development and combination of supplementary methods tools and other forms of support which makes it possible to increase their utility for strategic sustainable development finally we have shown that the fssd is useful for structuring transdisciplinary academic education and research several examples of ongoing fssd related research as well as ideas for future work are given

sticky information and sticky prices abstract in the u s and europe prices change at least once a year yet nominal macro shocks seem to have real effects lasting well beyond a year sticky information models as posited by mankiw and reis 2002 sticky information versus sticky prices a proposal to replace the new keynesian phillips curve quarterly journal of economics 117 1295 1328 sims 2003 implications of rational inattention journal of monetary economics 50 3 665 690 and woodford 2003 princeton university press princeton nj can reconcile micro flexibility with macro rigidity we simulate a sticky information model in which price setters update information on macro shocks less frequently than information on micro shocks we then examine price changes in the micro data underlying the u s cpi empirical price changes react to old information just as sticky information models predict

the paradox of sustainable innovation the eroom effect moore s law backwards innovation has been widely acknowledged as a key mechanism for addressing sustainable development concerns however less attention has focused on downstream commercialization challenges such as achieving increasingly complex and stringent regulatory approval such challenges may hinder the development of more sustainable technologies especially those coming from smaller or publically funded institutes as well they may obstruct the development of applications that could provide societal benefits but may only have limited commercial viability due to small market niches or applicability to customers with limited financial means we explore this apparent paradox using the concept of the eroom effect moore s law backwards i e where improved price performance due to technological advances are outweighed by increasing costs of regulatory approval and other commercialization costs we illustrate this phenomenon with two cases of publically funded institutes one developing transgenic cotton and the other lignin transformation technology that can replace petroleum based feedstocks in a number of industrial applications we discuss the unintended consequences of the eroom effect and conclude with implications for industry policy and ngos

associative sustainable business models cases in the bean to bar chocolate industry abstract this study contributes to the growing literature of sustainability business models sbm by introducing a new category coined as associative sustainability business models asbm we theorize that this category encompasses firms with innovative business models that rely on partnership association and collaboration to create value in the triple bottom line and address pressing sustainability challenges following an inductive research approach we analyze four case studies of asbm ventures in the chocolate industry our findings reveal the emergence of two key theoretical constructs firm location and claimant identity that help to identify differences across asbm designs and lead to four different subcategories of asbm in addition drawing on the literature of sustainable business models we develop theoretical propositions that link our four subcategories of asbm to the business case for sustainability therefore we extend the literature on sbm by providing new insights on how business model innovations based on strong association and collaboration can generate solutions to social and environmental challenges

the output inflation trade off when prices are costly to change the output inflation trade off is investigated in a rational expectations equilibrium economy in which costly price setting makes it inefficient for agents to vary their prices at every instant it is shown that sticky prices are not some exogenous source of output fluctuation but result from the monetary policy process an economy with slow and counterinflationary money growth exhibits staggered changes in sticky prices as assumed in some new keynesian analyses an economy with fast money growth and a high degree of monetary accommodation exhibits either flexible prices or bunched frequently changing sticky prices

a near rational model of the business cycle with wage and price inertia this paper presents a model in which insignificantly suboptimal behavior causes aggregate demand shocks to have significant real effects the individual loss to agents with inertial price wage behavior is second order in terms of the parameter describing the shock while the effect on real economic variables is first order thus significant changes in business activity can be generated by anticipated money supply changes provided that some agents are willing to engage in nonmaximizing behavior which results in small losses

sticky prices new evidence from retail catalogs this paper presents new results on the size frequency and synchronization of price changes for twelve selected retail goods over the past 35 years three basic facts about the data are uncovered first nominal prices are typically fixed for more than one year although the time between changes is very irregular second prices change more often during periods of high overall inflation third when prices do change the sizes of the changes are widely dispersed both large and small changes occur for the same item and the sizes of these changes do not closely depend on overall inflation

transforming sustainability challenges into competitive advantage multiple case studies kaleidoscope converging into sustainable business models abstract recent tendency has been pushing organizations to rethink their role in society and making organization reflect that profit may not be the only and foremost important business performance criteria thus recent literature has been exploring the sustainable business models sbm s as a way to insert sustainability goals into the core of business decisions this research aims to advance in this body of knowledge and proposes a theory and practice based framework to support organizations towards more sbm making explicit main elements to align business to sustainability performance goals to support the argument that there is no unique solution to design sbm this research performs a multiple case studies in eleven organizations from diverse sectors situated in brazil and in the united kingdom results show that sbm is not an attempt to deny business as usual perspective but rather it seeks to complement this view by adding a more axiological and systemic approach in particular three convergent aspects were identified in the case studies as relevant efforts support the integration of sustainability into sbm s value creation and delivery system 1 the connection between business purpose and employees values and believes 2 the pro active and clear engagement in solving sustainability problems and 3 the need for system level changes to enable successful sbm s this systemic thinking is highlighted by the concept emerged from the research the cascaded sustainable value captured representing that as sbm s are part of a value network value delivered by the organizations is captured not only by stakeholders to which they have direct contact but rather this is also deployed to stakeholders of focal company s stakeholders this distinction is not always trivial for companies so the proposed concept can support advances in sbm discussions further studies are called to the challenge of making explicit that sbm s are not only companies that directly addresses a specific social and or environmental problem but rather is an emerging paradigm on how to manage efficient businesses in any sector to add positive value to the globe

asymmetries outliers and structural stability in the us gasoline market abstract by using a recently developed nonlinear cointegration methodology and a sample that encompasses more than thirty years of monthly data we investigate whether the transmission of crude oil price variations to gasoline prices in the us market is asymmetric i e depends on the sign of the change in the explanatory variable considering both the long and the short run the model is further extended by taking separately into account the effects of extreme and mild changes in crude oil prices this allows us to verify whether and to what extent the size and shape of any observed asymmetry in pricing is affected by the presence of outliers moreover given the substantial length of the sample considered we test for the possible presence of multiple structural breaks of unknown timing in the cointegrating vector our results indicate that the relationship between the prices of gasoline and crude oil has undergone a single structural break in the late 2008 and that after the break extreme observations have a non negligible role in shaping asymmetry

staggering and synchronization in price setting evidence from multiproduct firms theoretical work on price setting behavior focuses on the single product case while in reality a single price setter sells many products the authors use retail store level multiproduct pricing data to learn about price dynamics they find that while the timing of a product s price changes is staggered across stores selling the same product the timing of the price changes of different products sold within the same store is highly synchronized this finding validates the usual assumption that decisions are staggered across price setters and suggests that price rigidity is due mostly to mechanical reasons and not to informational asymmetries copyright 1996 by american economic association

sticky price models and durable goods the inclusion of a durable goods sector in sticky price models has strong and unexpected implications even if most prices are flexible a small durable goods sector with sticky prices may be sufficient to make aggregate output react to monetary policy as though most prices were sticky in contrast flexibly priced durables with sufficiently long service lives can undo the implications of standard sticky price models in a limiting case flexibly priced durables cause monetary policy to have no effect on aggregate output our analysis suggests that durable goods prices are the most relevant data for calibrating price rigidity jel e21 e23 e31 e52

price adjustments in a general model of state dependent pricing we study the distribution of retail price adjustments under the assumption that firms are more likely to adjust their prices when doing so is more valuable our setup nests calvo 1983 at one extreme and a fixed menu cost model at the other all parameterizations are ranked by a measure of state dependence high state dependence implies counterfactually that there are no small price changes and that the variance of price changes falls sharply with trend inflation the parameterization that best fits microdata has low state dependence implying a phillips curve coefficient 60 as large as that of the calvo model but is nonetheless well behaved at high inflation rates

when little things mean a lot on the inefficiency of item pricing laws abstract item pricing laws ipls require a price tag on every item sold by a retailer we study ipls and assess their efficiency by quantifying their costs and comparing them to previously documented benefits on the cost side we posit that ipls should lead to higher prices because they increase the costs of pricing and price adjustment we test this prediction using data collected from large supermarket chains in the tri state area of new york new jersey and connecticut we find that ipl store prices are higher by about 20 25 per item on average as a control we use data from stores that use electronic shelf labels and find that their prices fall between ipl and no ipl store prices we compare the costs of ipls to existing measures of the benefits and find that the costs are an order of magnitude higher than the upper bound of the estimated benefits

the rigidity of prices this paper uses evidence on individual transaction prices to analyze price behavior the evidence shows that for many transactions pricesremain rigid for periods exceeding one year the rigidity of price ispositively correlated with industry concentration for several productsthe correlation of price changes across buyers is low the paper alsoinvestigates the relationship between price rigidity price change andthe length of time a buyer and seller have been doing business together the author interprets the evidence as emphasizing the importance of nonprice rationing and the inadequacy of models in whichprice movements alone clear markets copyright 1986 by american economic association

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

asymmetries in price setting behavior new microeconometric evidence from switzerland in this paper we follow the recent empirical literature that has specified reduced form models for price setting that are closely tied to s s pricing rules our contribution to the literature is twofold first we propose an estimator that relaxes distributional assumptions on the unobserved heterogeneity second we use the estimator to examine the prevalence of positive price changes in a low inflation environment our model estimates suggest that if inflation falls from 0 9 to zero the share of positive price changes in all price changes falls from 63 6 to 56 2

magazine prices revisited this paper examines price adjustment behaviour in the magazine industry in a frequently cited study cecchetti 1986 constructs a reduced form s s model for firms cecchetti assumes that a firm s pricing rules are fixed for non overlapping three year intervals and estimates the model using a conditional logit specification from chamberlain 1980 the estimates are inconsistent however due to the duration dependent specification of the model two alternative specifications are used to obtain consistent estimation the consistent estimates continue to provide strong evidence in favour of state dependent pricing models but only weak evidence on the behaviour of price adjustment costs copyright 2006 john wiley sons ltd

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