sticky prices and monetary policy evidence from disaggregated us data this paper disentangles fluctuations in disaggregated prices due to macroeconomic and sectoral conditions using a factor augmented vector autoregression estimated on a large data set on the basis of this estimation we establish eight facts 1 macroeconomic shocks explain only about 15 of sectoral inflation fluctuations 2 the persistence of sectoral inflation is driven by macroeconomic factors 3 while disaggregated prices respond quickly to sector specific shocks their responses to aggregate shocks are small on impact and larger thereafter 4 most prices respond with a significant delay to identified monetary policy shocks and show little evidence of a price puzzle contrary to existing studies based on traditional vars 5 categories in which consumer prices fall the most following a monetary policy shock tend to be those in which quantities consumed fall the least 6 the observed dispersion in the reaction of producer prices is relatively well explained by the degree of market power 7 prices in sectors with volatile idiosyncratic shocks react rapidly to aggregate monetary policy shocks 8 the sector specific components of prices and quantities move in opposite directions

the quantitative analytics of the basic neomonetarist model this paper constructs a dynamic macroeconomic model with less than perfect price flexibility which has a classical side consistent with real business cycle theory augmented by investment adjustment costs increasing returns to scale and a new flexible formalization of imperfect competition something akin to the classical dichotomy is justified by a mode of approximation appropriate for a model in which one state variable adjusts quickly while another state variable adjusts slowly even with investment adjustment costs monetary expansions are found to raise the real interest rate the determinants of real rigidity and the macroeconomic rate of price adjustment are investigated copyright 1995 by ohio state university press

the comparative efficiency of ad valorem and specific taxes under monopoly and monopsony abstract it is well known that ad valorem taxes welfare dominate specific taxes under monopoly this paper demonstrates that the comparative welfare ranking of the two instruments reverses under monopsony the relative performance of alternative tax forms is thus highly sensitive to whether the buyer or seller has market power

real rigidities and the non neutrality of money rigidities in real prices are not sufficient to create rigidities in nominal prices and real effects of nominal shocks and by themselves small frictions in nominal adjustment such as costs of changing prices create only small non neutralities but this paper shows that substantial nominal rigidity can arise from a combination of real rigidities and small nominal frictions the paper shows the connection between real and nominal rigidity given the presence of nominal frictions both in general and for two specific sources of real rigidity one arising from goods market imperfections and the other from labour market imperfections

why has u s inflation become harder to forecast we examine whether the u s rate of price inflation has become harder to forecast and to the extent that it has what changes in the inflation process have made it so the main finding is that the univariate inflation process is well described by an unobserved component trend cycle model with stochastic volatility or equivalently an integrated moving average process with time varying parameters this model explains a variety of recent univariate inflation forecasting puzzles and begins to explain some multivariate inflation forecasting puzzles as well

price rigidities and the relative ppp abstract we measure the proportion of real exchange rate movements accounted for by cross country movements in relative reset prices prices that changed since the previous period using cpi microdata for five countries relative reset prices account for almost all of the real exchange rate movements this is a challenge for most workhorse sticky price models used to generate volatile and persistent real exchange rates in which relative reset prices are sluggish models where movements in relative wages are persistent and track the nominal exchange rate do replicate both the empirical properties of the real exchange rate and of relative reset prices

closely competing firms and price adjustment some findings from an online marketplace we investigate retailers price setting behavior using a unique dataset containing by the second records of prices offered by closely competing retailers on a major japanese price comparison website first we find that when the average price of a product across retailers falls rapidly the frequency of price adjustments increases and the size of price adjustments becomes larger second we find positive autocorrelation in the frequency of price adjustments implying that there tends to be clustering where price adjustments occur in succession in contrast there is no such autocorrelation in the size of price adjustments these two findings indicate that the behavior of competing retailers is characterized by state dependent pricing rather than time dependent pricing

the cyclicality of sales regular and effective prices business cycle and policy implications comment abstract coibion gorodnichenko and hong 2015 argue that the cpi underestimates the deceleration in consumer prices during economic downturns because the index fails to account for the reallocat

business cycle dynamics under rational inattention we develop a dynamic stochastic general equilibrium dsge model with rational inattention and compare its predictions to data households and decision makers in firms have limited attention and optimally allocate their attention rational inattention is the only source of slow adjustment the model matches the empirical impulse responses to monetary policy shocks and aggregate technology shocks at the same time profit losses and utility losses from inattention are very small furthermore it matters whether one uses this model or a conventional dsge model for policy analysis

the reset inflation puzzle and the heterogeneity in price stickiness new keynesian models have been criticised on the grounds that they require implausibly large price shocks to explain inflation bils et al 2012 show that while these shocks are needed to reduce the excessive inflation persistence generated by the models they give rise to unrealistically volatile reset price inflation this paper shows that introducing heterogeneity in price stickiness in the models overcomes these criticisms directed at them the incorporation of heterogeneity in price stickiness reduces the need for large price shocks with smaller price shocks the new model comes close to matching the data on reset inflation

does us monetary policy respond to oil and food prices a common view is that us monetary policy does not respond to changes in volatile energy and food prices despite this view the popular new keynesian models assume taylor type rules under which the short term interest rates react to headline inflation this paper evaluates the fit of alternative taylor rules within an estimated new keynesian model a main finding is that the us central bank includes energy and food prices in its policy rule although the weight assigned to these prices is much smaller than their share in the economy

sticky price models of the business cycle can the contract multiplier solve the persistence problem we construct a quantitative equilibrium model with firms setting prices in a staggered fashion and use it to ask whether monetary shocks can generate business cycle fluctuations these fluctuations include persistent movements in output along with the other defining features of business cycles like volatile investment and smooth consumption we assume that prices are exogenously sticky for a short time persistent output fluctuations require endogenous price stickiness in the sense that firms choose not to change prices much when they can do so we find that for a wide range of parameter values the amount of endogenous stickiness is small thus we find that in a standard quantitative model staggered price setting alone does not generate business cycle fluctuations

real wage rigidities and the new keynesian model most central banks perceive a trade off between stabilizing inflation and stabilizing the gap between output and desired output however the standard new keynesian framework implies no such trade off in that framework stabilizing inflation is equivalent to stabilizing the welfare relevant output gap in this paper we argue that this property of the new keynesian framework which we call the divine coincidence is due to a special feature of the model the absence of nontrivial real imperfections we focus on one such real imperfection namely real wage rigidities when the baseline new keynesian model is extended to allow for real wage rigidities the divine coincidence disappears and central banks indeed face a trade off between stabilizing inflation and stabilizing the welfare relevant output gap we show that not only does the extended model have more realistic normative implications but it also has appealing positive properties in particular it provides a natural interpretation for the dynamic inflation unemployment relation found in the data

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

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

investigating inflation persistence across monetary regimes under inflation targeting estimates of the indexation parameter in hybrid new keynesian phillips curves are either equal to zero or very low in the united kingdom canada sweden and new zealand analogous results hold for the euro area under the european monetary union and for switzerland under the new monetary regime under stable regimes with clearly defined nominal anchors inflation appears to be purely forward looking these results question the notion that the intrinsic inflation persistence found in post wwii u s data is structural in the sense of lucas carnegie rochester conference series on public policy 1 1976 19 46 and suggest that hardwiring inflation persistence in macroeconomic models is potentially misleading

reset price inflation and the impact of monetary policy shocks abstract many business cycle models use a flat short run phillips curve due to time dependent pricing and strategic complementarities to explain fluctuations in real output but in doing so these models predict unrealistically high persistence and stability of us inflation in recent decades we calculate reset price inflation based on new prices chosen by the subsample of price changers to dissect this discrepancy we find that the models generate too much persistence and stability both in reset price inflation and in the way reset price inflation is converted into actual inflation our findings present a challenge to existing explanations for business cycles jel e31 e52

microdata evidence on the empirical importance of selection effects in menu cost models we use microdata on product prices linked to information on the producing firms that set them to study to what extent the timing of price changes reacts to changes in marginal cost this self selec

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

pricing production and persistence though built with increasingly precise microfoundations modern optimizing sticky price models have displayed a chronic inability to generate large and persistent real responses to monetary shocks as recently stressed by chari kehoe and mcgrattan 2000 this is an ironic finding since taylor 1980 and other researchers were motivated to study sticky price models in part by the objective of generating large and persistent business fluctuations we trace this lack of persistence to a standard view of the cyclical behavior of real marginal cost built into current sticky price macro models using a fully articulated general equilibrium model we show how an alternative view of real marginal cost can lead to substantial persistence this alternative view is based on three features of the supply side of the economy that we believe are realistic an important role for produced inputs variable capacity utilization and labor supply variability through changes in employment importantly these real flexibilities work together to dramatically reduce the elasticity of marginal cost with respect to output from levels much larger than unity in ckm to values much smaller than unity in our analysis these real flexibilities consequently reduce the extent of price adjustments by firms in time dependent pricing economies and the incentives for paying fixed costs of adjustment in state dependent pricing economies the structural features also lead the sticky price model to display volatility and comovement of factor inputs and factor prices that are more closely in line with conventional wisdom about business cycles and various empirical studies of the dynamic effects of monetary shocks federal reserve bank of philadelphia boston university nber and frb richmond this paper builds on earlier joint work with alexander l wolman on this topic we wish to thank brian boike for providing excellent research assistance and also to thank the referees and the editor for making numerous useful suggestions the views expressed in this article are those of the authors and do not necessarily represent those of the federal reserve bank of philadelphia the federal reserve bank of richmond or the federal reserve system

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

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

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

a dynamic economy with costly price adjustments this paper studies a general equilibrium model of a dynamic economy with menu costs each firm s productivity is exposed to idiosyncratic and aggregate productivity shocks around a trend and the money supply to monetary shocks around a trend all consumption pricing and production decisions are based on optimizing behavior there exists a staggered markov perfect equilibrium with prices determined by a two sided s s markup strategy the paper analyzes the optimal markup strategy and investigates the dynamics of the price index and the aggregate output the welfare consequences of the uncertain aggregate productivity and money supply are also examined

monetary non neutrality in a multisector menu cost model empirical evidence suggests that as much as one third of the u s business cycle is due to nominal shocks we calibrate a multisector menu cost model using new evidence on the cross sectional distribution of the frequency and size of price changes in the u s economy we augment the model to incorporate intermediate inputs we show that the introduction of heterogeneity in the frequency of price change triples the degree of monetary non neutrality generated by the model we furthermore show that the introduction of intermediate inputs raises the degree of monetary non neutrality by another factor of three without adversely affecting the model s ability to match the large average size of price changes a single sector model with a frequency of price change equal to the median rather than the mean generates monetary non neutrality similar to that in our multisector model our multisector model with intermediate inputs generates variation in real output in response to calibrated aggregate nominal shocks that can account for roughly 23 of the u s business cycle

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

trend inflation indexation and inflation persistence in the new keynesian phillips curve purely forward looking versions of the new keynesian phillips curve nkpc generate too little inflation persistence some authors add ad hoc backward looking terms to address this shortcoming we hypothesize that inflation per sistence results mainly from variation in the long run trend component of inflation which we attribute to shifts in monetary policy we derive a version of the nkpc that incorporates a time varying inflation trend and examine whether it explains the dynamics of inflation when drift in trend inflation is taken into account a purely forward looking version of the model fits the data well and there is no need for backward looking components jel e12 e31 e52 in this paper we consider the extent to which guillermo calvo s 1983 model of nominal price rigidities can explain inflation dynamics without relying on arbitrary backward looking terms in its baseline formulation the calvo model leads to a purely forward looking 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

excess capacity in a fixed cost economy abstract this paper proposes a new mechanism that can explain persistent economic slack the theory shows that when producers face negligible marginal costs and desired spending is below the economy s capacity the economy features slack in equilibrium even when prices are flexible and there are no other frictions a heterogeneous household version of the model demonstrates how an economy can enter a capacity trap in response to a temporary negative demand shock when demand by some consumers falls temporarily other consumers permanent income and hence their desired consumption also falls since output is determined by demand the permanent fall in desired consumption causes a permanent state of excess capacity

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

real rigidities and nominal price changes a large literature seeks to provide microfoundations of price setting for macro models a challenge has been to develop a model in which monetary policy shocks have the highly persistent efiects on real variables estimated by many studies nominal price stickiness has proved helpful but not su cient without some form of real rigidity or strategic complementarity we embed a model with a real rigidity a la kimball 1995 wherein consumers ee from relatively expensive products but do not ock to inexpensive ones we estimate key model parameters using micro data from the u s cpi which exhibit sizable movements in relative prices of substitute products when we impose a signiflcant degree of real rigidity fltting the micro price facts requires very large idiosyncratic shocks and implies large movements in micro quantities

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

frequency of price adjustment and pass through we empirically document using u s import prices that on average goods with a high frequency of price adjustment have a long run pass through that is at least twice as high as that of low frequency adjusters we show theoretically that this relationship should follow because variable mark ups that reduce long run pass through also reduces the curvature of the proflt function when expressed as a function of the cost shocks making the flrm less willing to adjust its price lastly we quantitatively evaluate a dynamic menu cost model and show that the variable mark up channel can generate signiflcant variation in frequency equivalent to 37 of the observed variation in the data on the other hand the standard workhorse model with constant elasticity of demand and calvo or state dependent pricing has di culty matching the facts

non renewable resource prices deterministic or stochastic trends in this paper we examine temporal properties of 11 natural resource real price series from 1870 to 1990 recent studies by ahrens and sharma trends in natural resource commodity prices deterministic or stochastic j environ econom manage 33 1997 59 74 berck and roberts natural resource prices will they ever turn up j environ econom manage 31 1996 65 78 and slade grade selection under uncertainty least cost last and other anomalies j environ econom manage 15 1988 189 205 among others find that many non renewable resource prices have a stochastic trend we revisit this issue by employing a lagrangian multiplier unit root test that allows for two endogenously determined structural breaks with and without a quadratic trend contrary to previous research we find evidence against the unit root hypothesis for all price series our findings support characterizing natural resource prices as stationary around deterministic trends with structural breaks we additionally show that both pre testing for unit roots with breaks and allowing for breaks in the forecast model can improve forecast accuracy overall the results in this paper are important in both a positive and normative sense without an appropriate understanding of the dynamics of a time series empirical verification of theories forecasting and proper inference are potentially fruitless