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

heterogeneous response of disaggregate inflation to monetary policy regime change the role of price stickiness abstract this paper explores how a monetary regime change affects headline inflation via differential effects on various sectors in the economy using disaggregated cpi data for canada we find that the response to the adoption of inflation targeting it was quite heterogeneous across sectors while sticky price sectors experienced a notable change in inflation dynamics following it adoption little structural change was observed in flexible price sectors our analysis based on a common factor model suggests that the structural changes in the sticky price sectors are driven by a decline in their responses to common aggregate shocks including a monetary shock

an experiment on the value of structural information in a 2 2 repeated game abstract in a repeated 2 2 cooperation game providing subjects with little information impedes cooperation providing subjects with little more information prior to playing the game leads to almost sure cooperation this result stands in contrast to predictions from adaptive as well as almost optimal learning rules

food price transmission and economic development in this paper we challenge the conventional wisdom that the world s poorest countries are also the most vulnerable to spikes in international food prices we derive an inverted u shaped relationshi

a two person game of information transmission we consider a statistical decision problem faced by a two player organization whose members may not agree on outcome evaluations and prior probabilities one player is specialized in gathering information and transmitting it to the other who takes the decision this process is modeled as a game qualitative properties of the equilibria are analyzed the impact of improving the quality of available information on the equilibrium welfares of the two individuals is studied better information generally may not improve welfare we give conditions under which it will

decentralized organizational learning an experimental investigation we experimentally study decentralized organizational learning our objective is to understand how learning members of an organization cope with the con founding effects of the simultaneous learning of others we test the predictions of a stylized rational agent model of organizational learning that provides sharp predictions as to how learning members of an organization might cope with the simultaneous learning of others as a function of fundamental variables e g firm size and the discount factor while the problem of learning while others are learning is quite difficult we find support for the comparative static predictions of the models unique symmetric equilibrium jel c72 d23 d83 if one s own actions are embedded in an ecology of the actions of many others who are simultaneously learning and changing it is not easy to understand what is going on the relationship between the actions of individuals in the organization and overall organiza tional performance is confounded by simultaneous learning of other actors

evolutionary stability in games of communication abstract this paper identifies evolutionarily stable outcomes in games in which one player has private information and the other takes a payoff relevant action the informed player can communicate at little cost outcomes satisfying a set valued evolutionary stability condition must exist and be efficient in common interest games when there is a small cost associated with using each message the outcome preferred by the informed player is stable the paper introduces a nonequilibrium set valued stability notion of entry resistant sets for games with partial common interest the no communication outcome is never an element of an entry resistant set journal of economic literature classification numbers c72 d82

rising residential rents in chinese mega cities the role of monetary policy although there have been a large number of studies carried out on fluctuations in housing prices little is known about what causes changes in residential rents which are inextricably intertwined with urban living standards this is especially noteworthy in chinese cities which are now being challenged by the housing market frenzies shift share analysis is proposed to evaluate all possible triggers of residential rent inflation in three cities during the 2001 2013 period which covers two distinct monetary policy regimes in china it is found that the recent rise in residential rent comes as a result of aggregate inflation associated with an expansionary monetary policy since the 2008 global financial crisis and an all encompassing and stable policy stance should therefore be adopted

the role of the state in skill formation evidence from the republic of korea singapore and taiwan we propose a new interpretation of the role of the state in skill formation with reference to three east asian newly industrialized economies rather than see the state as simply redressing externalities we interpret the state as matching the supply and demand for skills in a rapidly growing economy this role can be superior to a strategy of allowing education and training institutions to be driven by autonomous processes the role is most likely to be observed in developmental states we examine the political mechanisms that have helped to ensure that educational and training policy formation are subordinated to the imperatives of economic growth while the east asian model cannot be imported wholesale to western countries such as britain in different historical circumstances the example lends credence to the value of the state taking a strategic approach to education and training policy

are the poverty effects of trade policies invisible beginning with the wto s doha development agenda and establishment of the millennium development goal of reducing poverty by 50 percent by 2015 poverty impacts of trade reforms have become central

the impact of technology and structural change on export performance in nine developing countries summary this paper focuses on nine large developing countries structural decomposition analysis shows that they tend to concentrate innovative activities in industries stagnating at the world level international trends partly offset national improvements in patent shares the same occurs for world export shares although countries display greater adaptation to world demand econometric analysis suggests that technological activity is related to export gains in high technology sectors if a country expands in industries with increasing technological opportunities in medium technology sectors if it moves away from low opportunity sectors in low technology sectors if it is initially specialized in growing sectors in high tech and low tech sectors export performance is also affected by the growth of technical capabilities foreign direct investments productivity and the initial level of technical skills and in medium tech by the growth rates of foreign direct investments

fdi and business internationalization of the unorganized sector evidence from indian manufacturing available evidence though limited to the organized sector only suggests that fdi flowing in with mne activities or direct fiis generate technological and market access spillovers for firms outside the core group in destination countries we investigate the organizational link between formal and informal sectors in india and argue that the spread of internationalization is more when production outsourcing prevails between such units higher wage in the organized sector is a factor that breaks standard institutional barriers leading to outsourcing of production to informal units the evidence is puzzling to the extent that foreign capital and better know how as drivers of international business to developing countries usually relax the credit constraint facing formal sector units at the destination and cause expansion of formal units using a measure of technology and a panel data for a large number of industrial units in india we show that fdi transmitted through technology spillover leads to significant increase in the gross value added for several industries located in the informal sector the paper points out that production re organization associated with international capital movements should provide additional insights for standard measures of internationalization of production and services

on the transmission of world agricultural prices two questions are asked about the relationship between domestic prices and world prices of agricultural commodities are variations in world prices transmitted to domestic prices domestic prices are regressed on world prices in various forms taking into account the possible effects of exchange rates and inflation the empirical analysis is based on data from the food and agriculture organization of the united nations for 58 countries from 1968 78 and for the countries of the european community from 1961 85 the results show that most of the variations in world prices are transmitted and that they constitute the dominant component in the variations of domestic prices

inflation and welfare in a monetary economy it is in everyone s private interest to try to get someone else to hold non interest bearing cash and reserves but someone has to hold it all so these efforts must simply cancel out all of us spend several hours per year in this effort and employ thousands of talented and highly trained people to help us these person hours are simply thrown away wasted on a task that should not have to be performed at all

meaning and credibility in cheap talk games i define neologism proofness a refinement of perfect bayesian equilibrium in cheap talk games it applies when players have a preexisting common language so that an unexpected message s literal meaning is clear and only credibility restricts communication i show that certain implausible equilibria are not neologism proof in some games no equilibrium is journal of economic literature classification numbers d83 d82 c73

signal jamming models of fraudulent misreporting and economic prospects an experimental investigation abstract this study uses experimental methodology to examine how the frequency and magnitude with which managers commit fraud varies with economic prospects boom middle and bust the experimental design is based on signal jamming equilibrium sje models of fraud in which managers make potentially inaccurate public reports and investors bid on shares under sje managers always exaggerate reports by a fixed amount up to the maximum possible report independent of the truth shareholders can perfectly correct managers reports except for the maximum possible report in contrast the results of the experiment show four robust deviations from sje predictions 1 managers exaggerate and shareholders correct reports according to dominated mixed strategies with probabilities significantly less than one 2 managers exaggerate more frequently and by more when outcomes are poor 3 shareholders adjust low reports by less than high reports and 4 shareholders correct relatively high reports by more in booms than busts even though managers reporting strategies are invariant to economic prospects

inflation dynamics and real marginal costs new evidence from u s manufacturing industries this paper deals with the analysis of price setting in u s manufacturing industries recent studies have heavily criticized the ability of the new keynesian phillips curve nkpc to t aggregate in ation see e g rudd and whelan 2006 can rational expectations sticky price models explain in ation dynamics american economic review vol 96 1 pp 303 320 we challenge this evidence showing that forward looking behavior as implied by the new keynesian model of price setting is widely supported at the sectoral level in fact current and expected future values of the income share of intermediate goods emerge as

heterogeneous dynamics aggregation and the persistence of economic shocks estimates of shock persistence based on disaggregate or on aggregate data are frequently very different this article takes a step toward reconciling this apparent disconnect between micro and macro based estimates of shock response it is shown that although the average of the individual impulse response functions irfs is identical to the aggregate irf averages of other popular persistence measures such as the sum of the autoregressive coefficients among others tend to be larger the higher the aggregation level the theoretical results are illustrated with two applications that use u s and european inflation data

monetary policy and investment dynamics evidence from disaggregate data we use disaggregated data on the components of private fixed investment pfi to estimate industry level responses of real investment and capital prices to unanticipated monetary policy the response functions derive from a restricted large scale var estimated over 1959 2007 our results point to significant cross sector heterogeneity in the behavior of pfi prices and quantities for assets belonging to the equipment category of fixed investment we find that quantities rather than prices absorb most of the fallout from a policy shock by contrast the price effects tend to be higher and the output effects lower for nonresidential structures

the future of the high skill equilibrium in germany is the celebrated german skills system in peril western german employers have cut apprenticeship places since the 1980s while the institutional supports of the high skill equilibrium hse analysed by finegold and soskice oxford review of economic policy 4 3 1988 are threatened the globalization of equity markets menaces the patient capital on which german companies depend lean production techniques have rendered strategies of incremental innovation vulnerable on international markets and german employers and labour face mounting organizational difficulties this article derives implications from the hse model to assess these challenges against existing evidence in fact only the declining capacity of employers associations and unions constitutes an empirically verifiable threat to the german apprenticeship system the magnitude of which depends on questionable assumptions of the hse model of potential future salience though is the growing importance of service sector jobs and the further training system in germany which may eventually undo the political compromise on which the hse has historically rested

market integration and price transmission in consumer markets of developing countries abstract world prices for agricultural commodities surged in 2006 08 and then again in 2011 12 in many developing countries consumer prices for staple foods such as bread and rice mirrored these movements this paper examines whether prices in urban consumer markets within developing countries are co integrated with prices in world agricultural commodity markets using a single equation error correction model we examine the response of consumer prices for wheat rice maize and sorghum to changes in world market prices and exchange rates in urban centers of the developing world analyzing over 60 country commodity pairings we find that developing countries consumer markets are co integrated with world markets yet we also find that the transmission of changes in both world prices and real exchange rates to domestic consumer prices is not high and that the movement of domestic consumer prices to new equilibrium with world prices after a shock to the latter is relatively slow

disaggregate evidence on the persistence of consumer price inflation this paper uses disaggregate inflation data spanning all of consumption to examine i the persistence of disaggregate inflation relative to aggregate inflation ii the distribution of persistence across consumption sectors and iii whether persistence has changed assuming mean inflation to be unchanged disaggregate persistence inflation is consistently below aggregate persistence taking into account an early 1990s shift in mean inflation identified by break tests yields much lower estimates of both aggregate and disaggregate persistence for 1984 2002 but with the mean break average disaggregate persistence is actually as great as aggregate inflation persistence a factor model provides a natural framework for interpreting the relationship between aggregate and disaggregate persistence copyright 2006 john wiley sons ltd

sticky prices or rational inattention what can we learn from sectoral price data abstract this paper derives stylised facts on sectoral inflation dynamics and confronts these facts with two popular theoretical models of price setting based on sectoral price responses to macroeconomic shocks estimated from an approximate factor model we find that the frequency of price changes explains a relevant share of the cross sectional variation of the speed and size of responses moreover there is little evidence that the volatility of sectoral inflation due to idiosyncratic shocks dampens the size and speed of the responses to macroeconomic shocks these findings support a multi sector model with sticky prices rather than a rational inattention model we derive the results from different modelling and sampling decisions proposed in the literature and we find that the explanatory power of the frequency of price changes for the speed of response to a macroeconomic shock proves robust in the face of these decisions other results are sensitive with respect to the choice of the factor model and the treatment of outliers

the global food crisis and guatemala what crisis and for whom summary international food prices rose sharply during 2006 08 precipitating the global food crisis we analyze the welfare effects of changes in prices over categories of households in guatemala and find three surprising results the first is that the transmission of international into domestic prices was quite modest the second is that most farm households are net buyers of food implying that they lost from rising prices the third is that farm households represent two thirds of all poor households losing from rising food prices stressing the importance of production for home consumption in sheltering the poor from the crisis

impact of food inflation on poverty in the philippines abstract we simulate the impact of food inflation between june 2006 and june 2008 on poverty across different areas and between agricultural and non agricultural households we explicitly treat the spatial heterogeneity in food inflation and the differences in consumption and production patterns across households by merging household expenditure survey and price datasets at the provincial level or lower although some of the poor agricultural households may have escaped poverty the poorest of the poor whether they are in an agricultural household or not are severely and adversely affected by the food inflation

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

an experiment to evaluate bayesian learning of nash equilibrium play abstract we report on an experiment designed to evaluate the empirical implications of jordan s model of bayesian learning in games of incomplete information a finite example is constructed in which the model generates unique predictions of subjects choices in nearly all periods when the true game defined by players private information was one with a unique equilibrium in pure strategies the experimental subjects play converged to the equilibrium as jordan s theory predicts even when the subjects had not attained complete information about one another but when there were two pure strategy equilibria the theory s predictions were not consistent with observed behavior journal of economic literature classification numbers d83 c72 c92

linkages between industrialization strategies and industrial relations human resource policies singapore malaysia the philippines and india the case studies of singapore malaysia the philippines and india presented in this paper support the author s contention that a country s industrialization strategy for economic development profoundly influences its industrial relations ir and human resources hr policy goals the author finds that import substitution industrialization was associated with ir hr policy goals of pluralism and stability while a low cost export oriented industrialization strategy was associated with ir hr policy goals of cost containment and union suppression in countries that moved from a low cost export oriented strategy to a higher value added export oriented strategy the focus of ir hr policy goals shifted from cost containment to work force flexibility and skills development the four countries diverged however in the specific institutions and arrangements they adopted to meet national ir hr policy goals due to different political choices made by dominant actors and different institutional industrial relations histories

cash crop production food price volatility and rural market integration in the third world large farmers in the third world often devote to cash crops a larger share of their land than do small farmers this paper suggests a possible explanation even in the presence of food markets third world farmers food security is best assured by food self sufficiency a model of crop portfolio choice under multivariate risk is used to show that reasonable assumptions regarding risk and preferences reproduce the observed pattern simulations further indicate that food market integration reduces the need for food self sufficiency policy implications are drawn regarding domestic trade liberalization and agricultural technology

inflation in mozambique empirical facts based on persistence seasonality and breaks this article investigates inflation in mozambique using long range dependence lrd techniques in monthly data from december 1995 to october 2012 two important features of the data are analysed persistence and seasonality looking at aggregated and disaggregated data the stability of the parameters across the sample is also investigated the results indicate a high degree of persistence in the data along with a strong seasonal pattern policy implications are discussed

sectoral price rigidity and aggregate dynamics abstract this paper studies the business cycle implications of sectoral heterogeneity in price rigidity using a highly disaggregated multi sector model the model is estimated by the simulated method of moments using a mix of aggregate and sectoral u s data the frequencies of price changes implied by our estimates are consistent with those reported in micro based studies we show that heterogeneity in price rigidity is the primary factor explaining the heterogeneity in the responses of sectoral output and inflation to a monetary policy shock we also find that ignoring sectoral heterogeneity in price rigidity leads to the mismeasurement of the relative importance of aggregate and sector specific shocks in aggregate and sectoral fluctuations

the law of one price intranational evidence for canada this study investigates the behaviour of intranational prices for 45 specific consumer goods across 25 canadian cities it finds positive roles for distance and provincial borders in intercity price disparities while sizable the provincial border effect is an order of magnitude smaller than the estimates for the canada u s border a majority of the intercity relative price series are stationary around small mean values indicating that long run price differences are close to zero the intercity prices converge at rates considerably faster than the consensus estimates for international prices in fact half lives for intercity price deviations average well under a year jel classification f15 f31 la loi d un seul prix resultats intra nationaux pour le canada ce memoire examine le comportement des prix intra nationaux de 45 biens de consommation specifiques dans 25 villes canadiennes il semble que la distance et les frontieres inter provinciales ont un impact sur les differentiels de prix entre villes meme si l impact des frontieres inter provinciales est important il est beaucoupplus petit que l impact de la frontiere canada u s une majorite des series de prix relatifs entre villes sont stationnaires autour de petites valeurs moyennes ce qui suggere que les differences de prix a long terme s approchent de zero il est clair que les prix entre villes convergent a des taux considerablement plus rapides que ce qu on observe au niveau international en fait les deviations de prix entre villes ont une esperance de vie qui en moyenne est de moins d un an

agriculture for development new paradigm and options for success the role of agriculture as an instrument for industrialization had been rigorously conceptualized in the 1960s and 1970s under theclassicalparadigmofdevelopmenteconomics aftermanyimplementationfailuresunderimportsubstitutionindustrialization policies and protracted neglect of agriculture under the policies of the washington consensus that followed the debt crisis agriculture has gradually returned in the development agenda especially with the food crisis we argue in this article that a new paradigm has started to emerge as to how to use agriculture for development pursuing a broadened development agenda we explore the specifications of this paradigm and discuss conditions for successful implementation jel classifications b20 o13 q18

ppp strikes back aggregation and the real exchange rate we show the importance of a dynamic aggregation bias in accounting for the ppp puzzle we prove that the aggregate real exchange rate is persistent because its components have heterogeneous dynamics established time series and panel methods fail to control for this using eurostat data we find that when heterogeneity is taken into account the estimated persistence of real exchange rates falls dramatically its half life for instance may fall to as low as eleven months significantly below the consensus view of three to five years

can aggregation explain the persistence of inflation abstract an aggregation exercise is proposed that aims at investigating whether the fast average adjustments of the disaggregate inflation series of the euro area cpi is coherent with the slow adjustment of euro area aggregate inflation estimating a dynamic factor model for 404 inflation sub indices of the euro area cpi allows to decompose the dynamics of inflation sub indices into a part due to a common macroeconomic shock and to sector specific idiosyncratic shocks although idiosyncratic shocks dominate the variance of sectoral prices one common factor appears to be the main driver of aggregate dynamics in addition the heterogenous propagation of this common shock across sectoral inflation rates and in particular its slow propagation to inflation rates of services generates the persistence of aggregate inflation we conclude that the aggregation mechanism explains a significant amount of aggregate inflation persistence

the failure of training in britain analysis and prescription in the last decade education and training et reform has become a major issue in many of the world s industrial powers one theme which runs throughout these reform initiatives is the need to adapt et systems to the changing economic environment these changes include the increasing integration of world markets the shift in mass manufacturing towards newly developed nations and the rapid development of new technologies most notably information technologies education and training are seen to play a crucial role in restoring or maintaining international competitiveness both on the macro level by easing the transition of the workforce into new industries and at the micro level where firms producing high quality specialized goods and services require a well qualified workforce capable of rapid adjustment in the work process and continual product innovation this paper will highlight the need for policy makers and academics to take account of the two way nature of the relationship between et and the economy

higher fuel and food prices impacts and responses for mozambique rising world prices for fuel and food represent a negative terms of trade shock for mozambique the impacts of these price rises are analyzed using various approaches detailed price data show that the world price increases are being transmitted to domestic prices short run net benefit ratio analysis indicates that urban households and households in the southern region are more vulnerable to food price increases rural households particularly in the north and center often benefit from being in a net seller position longer term analysis using a computable general equilibrium cge model of mozambique indicates that the fuel price shock dominates rising food prices from both macroeconomic and poverty perspectives again negative impacts are larger in urban areas the importance of agricultural production response in general and export response in particular is highlighted policy analysis reveals difficult trade offs between short run mitigation and long run growth improved agricultural productivity has powerful positive impacts but remains difficult to achieve and may not address the immediate impacts of higher prices

creating self sustaining high skill ecosystems geographic clusters of high technology companies are an increasingly important source of wealth and job creation in the advanced industrial countries this article provides a framework for understanding the conditions that give rise to these self sustaining high skill ecosystems hses that is based on the cases of the highly successful biomedical and computer hardware and software firms clustered in northern and southern california the framework identifies four requirements that hses share in common with natural ecosystems a catalyst to trigger the start of their development ongoing nourishment a supportive host environment and a high degree of interdependence among the actors in the system the framework is then applied to the uk identifying those policy options that are necessary for gaining greater returns from the uk s strong research base

economic development strategies and macro and micro level human resource policies the case of india s outsourcing industry this detailed case study of india s outsourcing industry illustrates the challenges in linking macro and micro human resource policies with an economic development strategy based on export oriented services the rapid expansion in the outsourcing of services to india has raised the possibility that this sector will be a key engine of india s economic growth based on extensive field research carried out over a four year period the authors of this study argue that four interrelated human resource policy challenges threaten the outsourcing industry s growth two macro problems current skill shortages and the inability of the country to produce higher levels of skills for the long term growth and sustainability of the industry and two micro problems very high levels of employee turnover and rapidly increasing employee costs the authors evaluate current policy responses and suggest options

core inflation and trend inflation abstract this paper examines empirically whether the measurement of trend inflation can be improved by using disaggregated data on sectoral inflation to construct indexes akin to core inflation but with a time varying distributed lags of weights where the sectoral weight depends on the timevarying volatility and persistence of the sectoral inflation series and on the comovement among sectors the modeling framework is a dynamic factor model with time varying coefficients and stochastic volatility as in del negro and otrok 2008 and is estimated using u s data on seventeen components of the personal consumption expenditure inflation index

the globalization of service work comparative institutional perspectives on call centers introduction to a special issue of the industrial labor relations review this introduction to the special issue on the globalization of service work provides an overview of the call center sector and its development in coordinated liberal market and emerging market ec

experimental evidence on the evolution of the meaning of messages in sender receiver games an experiment this paper experimentally investigates the evolution of message meanings when talk is cheap we consider communication between a privately informed sender and a receiver when the sender s message does not affect payoffs directly sender receiver games introduced by jerry green and nancy stokey 1980 and vincent p crawford and joel sobel 1982 provide the simplest stylized environment in which communication is essential communication is the only way to link the receiver s action to the sender s private information in addition sender receiver games have been widely used to study communication in accounting economics finance and political science intuition strongly suggests that effective communication will evolve when the players interests are closely aligned however there is always a nash equilibrium in which the sender randomizes uniformly across all messages such babbling equilibria are proper roger b myerson 1978 blume 1994 and even strategic stability elon kohlberg and jeanfrancois mertens 1986 does not rule out uninformative equilibria in general in response a literature developed that formulates equilibrium selection criteria by appealing to the existence of a commonly understood language matthew rabin 1990 steven a matthews et al 1991 joseph farrell 1993 that can be used to formulate credible deviations from equilibrium unfortunately the selection criteria from this literature are frequently strong enough to remove all equilibria from consideration in addition these arguments are vulnerable to stiglitz s observation in koo cho and david m kreps 1987 that successful deviations from equilibrium may induce further deviations which in turn may undermine the credibility of the original deviations both problems can be avoided by a dynamic approach as in rabin and sobel 1996 we also adopt a dynamic perspective but do not require messages to have a priori meanings instead distinct meanings may emerge endogenously this is important for communication across cultures and for language change 2 we are guided by recent results of blume department of economics university of iowa iowa city ia 52242 dejong department of accounting university of iowa iowa city ia 52242 kim department of economics sung kyun kwan university seoul 110 745 korea sprinkle department of accounting university of wisconsin madison wi 53706 we thank joyce berg vince crawford robert forsythe joel horowitz deirdre mccloskey forrest nelson larry samuelson gene savin joel sobel and especially two anonymous referees for their advice and suggestions we benefitted from comments and discussions resulting from presentations at the 1994 summer meetings of the econometric society the 1996 social learning workshop at suny stony brook the io me gt workshop at the university of iowa the university of bonn the university of bielefeld the center for economic research at tilburg university ohio state university seoul national university and texas a m university we are grateful for financial support from the college of business administration at the university of iowa the ira b mcgladrey institute and the national science foundation

global versus local shocks in micro price dynamics a number of recent papers point to the importance of distinguishing between the price reaction to macro and micro shocks we emphasize instead the importance of distinguishing between global and local shocks we exploit a panel of 276 micro price levels collected on a semi annual frequency over two decades in 59 countries around the world that enables us to distinguish between different types global and local of macro and micro shocks we find that global macro and micro shocks are always associated with a slower response of prices than the respective local shocks focusing on structural monetary macro shocks we show that prices reach their long run value much slower in response to a global macro shock as compared to the time it takes for prices to reach their long run value in response to a local macro shock

adaptive learning models of consumer behavior abstract in a model of dynamic duopoly optimal price policies are characterized assuming consumers learn adaptively about the relative quality of the two products a contrast is made between belief based and reinforcement learning under reinforcement learning consumers can become locked into the habit of purchasing inferior goods such lock in permits the existence of multiple history dependent asymmetric steady states in which one firm dominates in contrast belief based learning rules must lead asymptotically to correct beliefs about the relative quality of the two brands and so in this case there is a unique steady state

the persistence of inflation in the united states abstract has the persistence of inflation in the united states changed since 1965 we estimate the persistence of inflation over time using different measures and estimation procedures and we produce confidence intervals for our estimates as well as formal tests of unchanged persistence we find that inflation persistence has been high and approximately unchanged in the u s over our sample period we reconcile our results with other studies that reached different conclusions

on the welfare cost of inflation and the recent behavior of money demand post 1980 u s data trace out a stable long run money demand relationship of cagan s semi log form between the m1 income ratio and the nominal interest rate with an interest semi elasticity of 1 79 integrating under this money demand curve yields estimates of the welfare cost of modest departures from friedman s zero nominal interest rate rule for the optimum quantity of money that are quite small the results suggest that the federal reserve s current policy which generates low but still positive rates of inflation provides an adequate approximation in welfare terms to the alternative of moving all the way to the friedman rule jel e31 e41 e52

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

crop supply dynamics and the illusion of partial adjustment we use field level data to estimate the response of corn and soybean acreage to price shocks our sample contains more than 8 million observations derived from satellite imagery and includes every cultivated field in iowa illinois and indiana we estimate that aggregate crop acreage responds more to price shocks in the short run than in the long run and we show theoretically how the benefits of crop rotation generate this response pattern in essence farmers who change crops due to a price shock have an incentive to switch back to the previous crop to capture the benefits of crop rotation our result contradicts the long held belief that agricultural supply responds gradually to price shocks through partial adjustment we would not have obtained this result had we used county level panel data standard econometric methods applied to county level data produce estimates consistent with partial adjustment we show that this apparent partial adjustment is illusory and we demonstrate how it arises from the fact that fields in the same county are more similar to each other than to fields in other counties this result underscores the importance of using models with appropriate micro foundations and cautions against inferring micro level rigidities from inertia in aggregate panel data our preferred estimate of the own price long run elasticity of corn acreage is 0 29 and the cross price elasticity is 0 22 the corresponding elasticities for soybean acreage are 0 26 and 0 33 our estimated short run elasticities are 37 larger than their long run counterparts

an assessment of the singapore skills development system does it constitute a viable model for other developing countries abstract in this paper we briefly describe the institutional background of singapore s successful national skills development model we devise a tentative framework to evaluate national level skills development efforts and we use it to assess the singapore model we argue that the model has the potential to move constantly toward higher skills equilibria we question however the long term sustainability of the model and whether it is transferable to other developing countries we conclude with some principles that other countries might use in organizing their own skills development systems

welfare impact of higher maize prices when allowing for heterogeneous price increases in this paper we explore the short term welfare impact of higher maize prices on different regions and socioeconomic groups in kenya we find that approximately 80 of the population would be negatively affected by higher maize prices and that poor households would lose a larger proportion of their welfare than wealthy households more specifically rural landless households would lose the most whereas households with landholdings of five acres or more would gain we simulate a 25 increase in maize prices and find that rural poverty would increase by approximately 1 percentage point and urban poverty by 0 5 percentage points moreover the impact differs among regions poverty would increase by 3 percentage points in the rural parts of coast province whereas it would be almost unchanged in the rural parts of western province furthermore we relax the standard assumption that consumer and producer prices change in the same proportions and allow for heterogeneity in marketing margins among districts we demonstrate that relaxing this assumption substantially affects the results and that the results from previous research were thus likely biased

cheap talk and the fed a theory of imprecise policy announcments this paper examines the problem faced by the federal reserve in announcing its private information about its future policies because it would like to manipulate expectations and pursue a time inconsistent policy the fed cannot reveal its policy objectives precisely and credibly it can however communicate some information about its goals through the cheap talk mechanism of vincent crawford and joel sobel making announcements that are imprecise and only giving ranges within which these goals may lie copyright 1989 by american economic association

learning and communication in sender receiver games an econometric investigation this paper compares the performance of stimulus response sr and belief based learning bbl using data from game theory experiments the environment extensive form games played in a population setting is novel in the empirical literature on learning in games both the sr and bbl models fit the data reasonably well in common interest games with history while the test results accept sr and reject bbl in games with no history and in all but one of the divergent interest games estimation is challenging since the likelihood function is not globally concave and the results may be subject to convergence bias

the surprising effects of the great recession losers and winners in thailand in 2008 2009 in 2009 buffeted by the great recession thai gross domestic product fell by 2 3 percent using monthly data from the socio economic surveys of 2007 2010 this paper finds after controlling for household variables that real consumption per capita rose in 2009 relative to 2008 for most groups including the poor urban and rural households men women and children the losers were residents of bangkok especially those aged 20 29 and those working in sales and services during the recession year of 2009 school enrollment rates did not fall and durable goods purchases actually rose households probably reduced their savings and also benefitted from the lower food prices that prevailed in 2009 a simulation exercise based on the slowdown in growth of gross domestic product would have missed these effects as would models based solely on readily available data series this points to the importance of country specific policy analysis rooted in timely local evidence including household survey data

where does the axe fall inflation dynamics and poverty rates regional and sectoral evidence for ghana summary the possibility of an inflation induced poverty trap due to the welfare decreasing effects of inflation and the advantages of geographic targeting in poverty programs are well documented using fractional integration methods and data from ghana we analyze regional and sectoral inflation dynamics vis a vis regional poverty rates to determine where the adverse impacts of inflation persistence would most likely hit hardest and policy should target in particular we conclude that the poor in three regions and patrons of five sectors require the most attention particularly since three of the five sectors are basic necessities

on the dynamics of international inflation abstract we investigate the dynamic properties of inflation in 20 oecd countries with a novel approach based on the autocorrelation function we find evidence in favor of long memory and nonlinearity linear autoregressive models are shown to be misspecified

from pyramids to diamonds legal process offshoring employment systems and labor markets for lawyers in the united states and india in this article the authors argue that offshoring of legal work from the united states has contributed to the fracturing of the long established internal labor market arrangements in large u s la

spatial price transmission and asymmetry in the ghanaian maize market abstract this paper utilizes recently developed threshold cointegration tests that allow for asymmetric adjustment toward a long run equilibrium relationship to examine price linkages between principal maize markets in ghana unlike previous studies the approach employed here assumes that economic agents only act to move the system back to equilibrium when the deviation from equilibrium exceeds a critical threshold whereby the benefits of this adjustment exceed the costs the findings indicate that major maize markets in ghana are well integrated both the threshold cointegration and asymmetric error correction models reveal that wholesale maize prices in local markets accra and bolgatanga respond more swiftly to increases than to decreases in central market techiman prices accra prices are found to react faster than bolgatanga prices to changes in techiman market prices

sectoral phillips curves and the aggregate phillips curve sector level phillips curves are estimated in french data there is considerable heterogeneity across sectors with vastly different estimates of the backward looking component of inflation and the duration of nominal rigidities a multi sector model of inflation dynamics is calibrated on the basis of these sectoral estimates aggregate inflation simulated on the basis of heterogeneous sectors displays comparable dynamics to actual data a comparison is drawn between the policy trade offs implied by a phillips curve based on macroeconomic estimates vs one based on a model with heterogeneous sectors the difference is sizeable

a unified framework for monetary theory and policy analysis search theoretic models of monetary exchange are based on explicit descriptions of the frictions that make money essential however tractable versions of these models typically make strong assumptions that render them ill suited for monetary policy analysis we propose a new framework based on explicit micro foundations within which macro policy can be studied the framework is analytically tractable and easily quantifiable we calibrate the model to standard observations and use it to measure the cost of inflation we find that going from 10 percent to 0 percent inflation is worth between 3 and 5 percent of consumption much higher than previous estimates

the assessment knowledge skills and competitiveness the autumn 1988 issue of the oxford review of economic policy considered the uk s deficiencies in vocational education and training vet it was there that finegold and soskice first popularized the notion of the low skills low quality equilibrium this assessment originally introduces a range of articles which discussed developments in the decade that has passed since then in the same journal issue no 1 1999 it argues that despite massive policy initiatives there has been only limited improvement in the uk s relative vet performance considerable progress has been made in analysis of market failures affecting the supply of skills and in analysis of the possible causes and consequences of low employer demand for skills systems failure the recent competitiveness white paper reflects this improved understanding

local impacts of a global crisis food price transmission consumer welfare and poverty in ghana abstract this paper takes a local perspective on global food price shocks by analyzing food price transmission between regional markets in ghana it also assesses the impacts of food price increases on various household groups taking the 2007 2008 global food crisis as an example we show that prices for domestic grain products are highly correlated with world market prices this is true both for products for which ghana is highly import dependent e g rice and the products for which ghana is self sufficient e g maize the econometric results also show that price transmission is high between regional producer markets and markets located in the country s largest cities and the distance between producer and consumer markets and the size of consumer markets matter in explaining the price transmission the welfare analysis for households as consumers shows that the effect of world food prices appears relatively modest for the country as a whole due to relatively diverse consumption patterns within country however the national average hides important regional differences both between regions and within different income groups we find that the poorest of the poor particularly those living in the urban areas are hardest hit by high food prices the negative effect of the food crisis is particularly strong in northern ghana the main explanations for this regional variation in the price effect is the different consumption patterns and much lower per capita income levels in the north of ghana compared to other regions in the country

regional inflation persistence evidence from italy vaona a and ascari g regional inflation persistence evidence from italy regional studies regional patterns of inflation persistence have received attention only at the level of european monetary union member states however economic disparities within european monetary union member states are an equally important policy issue this paper considers a country with a large regional divide italy at a fine level of territorial disaggregation nuts 3 it is shown that economically backward regions display greater inflation persistence moreover higher persistence is linked to a lower degree of competitiveness in the retail sector finally the inflation persistence at the national level does not present any geographical aggregation bias because it equals the mean of inflation persistence of provincial data vaona a et ascari g la continuite de l inflation regionale des preuves provenant de l italie regional studies c est seulement par rapport aux pays membres de la zone euro que la distributio

price transmission and market integration vertical and horizontal price linkages for salmon relationships between prices are of interest when testing for market integration as well as analyses of supply chains a feature that has received little attention is that if two supply chains are linked by market integration at some stage then the whole supply chain will be linked furthermore the leading price in such a system can be in one supply chain and will not be revealed in market integration studies or analysis of a single supply chain an empirical analysis is provided for the supply chains for salmon which originates in norway and the united kingdom and is then sold at retail level in france as smoked salmon we find a high degree of price transmission in both supply chains as well as integrated markets

market integration and spatial price transmission in grain markets of turkey this paper examines whether the grain market of turkey is cointegrated with the world grain market using an error correction model we analyse the response of producer prices of wheat barley mai

cheap talk coordination and evolutionary stability abstract asymmetric information games where the informed player can send a costless message sender receiver games typically have equilibria where meaningful communication occurs we therefore know such cheap talk can matter still even when there is no conflict of interest there are also equilibria where no information transmission occurs this paper shows that for a class of games with perfectly coinciding interests modeled as asymmetric contests where players are unsure of which role they will have only meaningful communication is evolutionarily stable journal of economic literature classification numbers c70 c72 d82

the impact of food inflation on urban poverty and its monetary cost some back of the envelope calculations this paper uses a sample of 73 developing countries to estimate the change in the cost of alleviating urban poverty brought about by the recent increase in food prices this cost is approximated by the change in the poverty deficit that is the variation in financial resources required to eliminate poverty under perfect targeting the results show that for most countries the cost represents less than 0 1 percent of gross domestic product however in the most severely affected it may exceed 3 percent in all countries the change in the poverty deficit is mostly due to the negative real income effect of those households that were poor before the price shock while the cost attributable to new households falling into poverty is negligible thus in countries where transfer mechanisms with effective targeting already exist the most cost effective strategy would be to scale up such programs rather than designing tools to identify the new poor

communication between rational agents abstract conventional game theoretic solution concepts never guarantee meaningful communication in cheap talk games i define a solution concept which does guarantee communication in some games i assume full rationality without imposing equilibrium conditions but add a natural behavioral assumption about how agents use language agents have a propensity to speak the truth and to believe others speak the truth but use the game s strategic incentives to check whether such behavior and beliefs are rational i also define and prove the existence of an equilibrium version of the concept and present examples where its predictions seem more natural than farrell s neologism proof equilibrium

transfer costs spatial arbitrage and testing for food market integration conventional tests for food market integration ask often misleadingly whether prices in different locations move together in this paper an alternative methodology the parity bounds model pbm is developed which uses information on transfer costs in addition to food prices to assess the efficiency of spatial arbitrage monte carlo experiments using data generated by a point space spatial price equilibrium model show the pbm to be statistically reliable an application to philippine rice markets demonstrates that the pbm detects efficient arbitrage when other tests do not

food price surges and poverty in urban colombia new evidence from household survey data abstract the present study simulates the impacts of price surges in 2006 2008 on poverty in the main colombian cities drawing upon household survey data it is found that the price surges increased both extreme and moderate poverty in urban areas but the magnitude of poverty rise was not homogeneous across geographical locations or in terms of household characteristics such as education or gender of the household head as a policy option we suggest geographical targeting or demographic targeting that will select and support poor households by locations or socio demographic characteristics guided by the degree of household vulnerability to food price shocks

changes in the effects of monetary policy on disaggregate price dynamics abstract based on a time varying factor augmented vector autoregression we demonstrate that the propagation mechanism of monetary policy disturbances differs across disaggregate components of personal consumption expenditures while many disaggregate prices rise temporarily in response to a monetary tightening in the early part of the sample there is no evidence of a price puzzle at the aggregate level the share of disaggregate prices that exhibit the price puzzle diminishes from the early 1980s onwards there also is evidence of a substantial decline in the dispersion of disaggregate price responses over time this gradual decrease in cross sectional heterogeneity of disaggregate price responses is associated with a dampening effect on aggregate real economic activity and a stronger effect on the aggregate price level we illustrate by means of a multi sector sticky price model augmented by a cost channel how key structural parameters would have had to change to match this evolution of sectoral price dynamics

implications of higher global food prices for poverty in low income countries in many poor countries the recent increases in prices of staple foods raise the real incomes of those selling food many of whom are relatively poor while hurting net food consumers many of whom are also relatively poor the impacts on poverty will certainly be very diverse but the average impact on poverty depends upon the balance between these two effects and can only be determined by looking at real world data results using household data for ten observations on nine low income countries show that the short run impacts of higher staple food prices on poverty differ considerably by commodity and by country but that poverty increases are much more frequent and larger than poverty reductions the recent large increases in food prices appear likely to raise overall poverty in low income countries substantially

learning mixed equilibria we study learning processes for finite strategic form games in which players use the history of past play to forecast play in the current period in a generalization of fictitious play we assume only that players asymptotically choose best responses to the historical frequencies of opponents past play this implies that if the stage game strategies converge the limit is a nash equilibrium in the basic model plays seems unlikely to converge to a mixed strategy equilibrium but such convergence is natural when the stage game is perturbed in the manner of harsanyi s purification theorem journal of economic literature classification number c72

testing market integration a model of spatial price differentials for a tradable good is proposed which avoids the inferential dangers of received methods using static price correlations the proposed method also extracts more information on the causes of price differentials from the same data the method is illustrated using monthly rice price data for postindependence bangladesh including the very substantial regional price shocks during the 1974 famine impediments to market integration are indicated

spatial market integration in the presence of threshold effects a large body of research has evaluated price linkages in spatially separate markets much recent research has applied models appropriate for nonstationary data such analyses have been criticized for their ignorance of transactions costs which may inhibit price adjustments and thus affect tests of integration this analysis utilizes threshold autoregression and cointegration models to account for a neutral band representing transactions costs we evaluate daily price linkages among four corn and four soybean markets in north carolina nonlinear impulse response functions are used to investigate dynamic patterns of adjustments to shocks our results confirm the presence of thresholds and indicate strong support for market integration though adjustments following shocks may take many days to be complete in every case the threshold models suggest much faster adjustments in response to deviations from equilibrium than is the case when threshold behavior is ignored a large amount of empirical research has evaluated the extent to which spatially separate markets are integrated though the term is used loosely in the literature tests of market integration usually consider the extent to which shocks are transmitted among spatially separate markets the integration of markets can have important implications for price discovery and the operation of the market since persistent deviations from integration may imply riskless profit opportunities for spatial traders

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

fiscal policy and regional inflation in a currency union abstract substantial attention has been devoted to inflation differentials within the european monetary union including suggestions that inflation differentials are a policy issue for national governments this paper investigates the ability of a region participating in a currency union to affect its inflation differential with respect to the union through fiscal policy in a two region general equilibrium model with traded and nontraded goods lowering the labor income tax rate in response to positive inflation differentials succeeds in compressing inflation differentials such policies can lead to higher volatility of domestic inflation while leaving the volatility of real output roughly unchanged regional fiscal policies also have spill over effects on the volatility of union wide and foreign inflation in our model