animal spirits and credit cycles in this paper we extend the behavioral macroeconomic model as proposed by de grauwe 2012 to include a banking sector the behavioral model takes the view that agents have limited cognitive abilities as a result it is rational to use simple forecasting rules and to subject the use of these rules to a fitness test agents are then driven to select the rule that performs best the behavioral model produces endogenous and self fulfilling movements of optimism and pessimism animal spirits our main result is that the existence of banks intensifies these movements creating a greater scope for booms and busts thus banks do not create but amplify animal spirits we find that increases in the equity ratios of banks tend to reduce the importance of animal spirits over the business cycle the other policy conclusion we derive from our results is that the central bank has an important responsibility for stabilising output output stabilization is an instrument to tame the animal spirits this has the effect of improving the trade off between inflation and output volatility

tipping points in macroeconomic agent based models abstract the aim of this work is to explore the possible types of phenomena that simple macroeconomic agent based models abms can reproduce we propose a methodology inspired by statistical physics that characterizes a model through its phase diagram in the space of parameters our first motivation is to understand the large macro economic fluctuations observed in the mark i abm devised by delli gatti and collaborators in this regard our major finding is the generic existence of a phase transition between a good economy where unemployment is low and a bad economy where unemployment is high we then introduce a simpler framework that allows us to show that this transition is robust against many modifications of the model and is generically induced by an asymmetry between the rate of hiring and the rate of firing of the firms the unemployment level remains small until a tipping point beyond which the economy suddenly collapses if the parameters are such that the system is close to this transition any small fluctuation is amplified as the system jumps between the two equilibria we have explored several natural extensions of the model one is to introduce a bankruptcy threshold limiting the firms maximum level of debt to sales ratio this leads to a rich phase diagram with in particular a region where acute endogenous crises occur during which the unemployment rate shoots up before the economy can recover we also introduce simple wage policies this leads to inflation in the good phase or deflation in the bad phase but leaves the overall phase diagram of the model essentially unchanged we have also explored the effect of simple monetary policies that attempt to contain rising unemployment and defang crises we end the paper with general comments on the usefulness of abms to model macroeconomic phenomena in particular in view of the time needed to reach a steady state that raises the issue of ergodicity in these models

the role of cognitive limitations and heterogeneous expectations for aggregate production and credit cycle abstract the behavioural model of de grauwe and macchiarelli 2015 is extended to include financial frictions on the aggregate supply side the result is a tight and sustained feedback loop between animal spirits on one hand and supply of credit capital purchase and production on the other during phases of optimism credit is abundant access to production capital is easy the cash in advance constraint is lax risks are undervalued and production is booming upon reversal in market sentiment the contraction is quick and deep moreover the model is capable of replicating the stylized fact of a long and sustained simultaneous growth in credit production and asset prices observed in the us since mid1990 s lastly the behavioural model does a decent job in matching us data including multiple supply side relations including capital firm credit and inflation interest rate

on the persistence of cross country inequality measures we examine inequality persistence in a multicountry unbalanced panel using a battery of stationarity and long run memory tests inequality is measured by the gini indices of income inequality results suggest that we cannot reject a unit root in inequality measures this applies to both gross and net indices thus while redistributive measures have reduced the level of inequality they have not sufficiently modified its apparent unit root a more likely conclusion is that inequality measures are exceptionally persistent if not strictly a unit root we also introduce a new panel stationarity test useful for series subject to unknown structural breaks

a behavioral model of the credit cycle abstract in a behavioral variant of a new keynesian model in which individuals use simple heuristic rules to forecast future inflation and output if there are limits on the amount of debt that economic agents are allowed to bear we observe occasionally severe downturns differences in beliefs combined with borrowing constraints tend to dampen expansions but give rise to a chain reaction that exacerbates the recessions the model is an example of endogenous credit cycles with expansions severe recessions and persistent inequality in the distribution of wealth monetary policy can both stabilize the economy and cause increased average output

shaming the corporation the social production of targets and the anti sweatshop movement as social movements co evolve with changes in states and markets it is crucial to examine how they make particular kinds of actors into focal points for the expression of grievances and the demand for rights but researchers often bracket the question of why some kinds of organizations are more likely than others to become targets of social movement pressure we theorize the social production of targets by social movements rejecting a simple reflection model to focus on configurations of power and vulnerability that shape repertoires of contention empirically we extend structural accounts of global commodity chains and cultural accounts of markets to analyze the production of targets in the case of the anti sweatshop movement of the 1990s using a longitudinal firm level dataset and unique data on anti sweatshop activism we identify factors that attracted social movement pressure to particular companies firms power and positions strongly shaped their likelihood of becoming targets of anti swea

taking stock a rigorous modelling of animal spirits in macroeconomics modelling animal spirits this paper is a survey of the burgeoning literature that seeks to take the enigmatic concept of the animal spirits more seriously by building heterodox macro dynamic models that can capture some of its crucial aspects in a rigorous way two approaches are considered the discrete choice and the transition probability approach where individual agents face a binary decision and choose one of them with a certain probability these assessments are adjusted upward or downward in response to what the agents observe which leads to changes in the aggregate sentiment and the macroeconomic variables resulting from the corresponding decisions typical applications of the two approaches alternatively give rise to what will be called a weak and a strong form of animal spirits on the whole the literature included in this survey provides examples of applications of a modelling tool that demonstrates a considerable flexibility within a canonical framework

gendering the varieties of capitalism a study of occupational segregation by sex in advanced industrial societies this article explores the unintended gendered consequences of employment protection and vocational training systems it develops a micrologic of skill investment by workers and employers to identify the mechanism by which specific skills become disadvantageous for women the central claim of the article is that institutions that encourage male investment in specific skills exacerbate occupational sex segregation the article finds that coordinated market economies because of their robust institutional protection of male skill investments are generally more sex segregating than are liberal market economies the empirical section provides cross sectional analyses of advanced industrial countries

defence procurement and industrial structure in the u k defence ministries being monopsonists with considerable regulatory authority have the power to shape the electronics aerospace and engineering industries that supply them this paper uses the u k experience to investigate whether and how the government should influence industrial structure after reviewing market structure and policy it provides a quantitative measure of the impact of the new more competitive procurement practices on the size distribution of contracts and assesses the role of policy on the likely evolution of the structure of the european arms industry

military expenditure and the restructuring of capitalism the military industry in britain the character of the british defence industry since the 1940s has reflected a regime of accumulation which was shaped by both fordism and the cold war the decline of both these influences means that the political economy of defence spending and the internal organization of the defence industry are changing while the outbreak of peace in europe should lead to some reduction in defence spending on cold war items the world s arms industry is not about to disappear the global arms industry remains huge and is increasing beyond the control of individual national governments the concentration of capital and intensified search for markets is likely to increase the volatility of the industry and affect individual companies and nations with varying results britain may remain disproportionately important in the new military economy copyright 1990 by oxford university press

performance of monetary policy with internal central bank forecasting abstract recent models of monetary policy have analyzed the desirability of different optimal and ad hoc interest rules under the restrictive assumption that forecasts of the private sector and the central bank are homogeneous this paper studies the implications of heterogeneity in forecasting by the central bank and private agents for the performance of interest rules in a framework of econometric learning

traders expectations in asset markets experimental evidence we elicit traders predictions of future price trajectories in repeated experimental markets for a 15 period lived asset we find that individuals beliefs about prices are adaptive and primarily based on past trends in the current and previous markets in which they have participated most traders do not anticipate market downturns the first time they participate in a market and when experienced they typically overestimate the time remaining before market peaks and downturns occur when prices deviate from fundamental values belief data are informative to an observer in predicting the direction of future price movements and the timing of market peaks

the effects of interbank networks on efficiency and stability in a macroeconomic agent based model we develop a macroeconomic agent based model that consists of firms banks unions and households who interact on labour goods credit and interbank markets the model endogenises pricing decisions by firms wage setting by unions and interest rate setting by banks on both firm and interbank lending banks also set leverage targets and precautionary liquidity buffers on the basis of internal risk models our model produces endogenous fluctuations driven by the pricing behaviour of firms and the wage setting behaviour of unions fluctuations lead to loan defaults which are exacerbated as lenders reduce lending and charge higher interest rates inducing a credit crunch we also study how making the inter banking network more connected affects the key outcomes of the economy and find that while the flow of funds from surplus banks to firms can be increased the latter effect is soon dominated by increasing instability in the real sector as firms default at higher rates while the banking sector experiences fewer defaults as a whole losses on the interbank market increase as a source of bank defaults

welfare regimes family supportive policies and women s employment along the life course this article examines women s employment patterns during thechild rearing period and the consequences of those patterns for earnings later in life in 12 industralized countries this study proposes an analytic framework that combines welfare regime and gender specific policies to explain country differences the findings presented here suggest that institutional arrangements mediate the costs to women s part time and intermittent employment within welfare regimes employment continuity is highest among countries in which the state provides support for working mothers furthermore this study finds that lower support for mothers employment is associated with higher wage penalties to employment discontinuity

fiscal and monetary policies in complex evolving economies what is the most appropriate combination of fiscal and monetary policies in economies subject to banking crises and deep recessions we study this issue using an agent based model that is able to reproduce a wide array of macro and micro empirical regularities simulation results suggest that policy mixes associating unconstrained counter cyclical fiscal policy and monetary policy targeting employment is required to stabilise the economy we also show that discipline guided fiscal rules can be self defeating as they depress the economy without improving public finances finally we find that the effects of monetary and fiscal policies become sharper as the level of income inequality increases

do financial reforms help stabilize inequality abstract we explore the relationship between financial reforms and income inequality using a panel of 29 countries in 1975 2005 we extend panel unit root tests to allow for the presence of some financial reform covariates and further suggest an associated but novel semi parametric approach results demonstrate that although both gross and net gini indices follow a unit root process this picture can change when financial reform indices are accounted for in particular while gross gini coefficients are generally not stabilized by financial reforms net measures are more likely to be thus financial reforms enacted in the presence of a strong safety net would seem preferable

strategic responses to defence sector restructuring an analysis of lancashire based companies this paper investigates the factors affecting the likelihood of lancashire based companies involved in defence production pursuing strategic responses to defence sector restructuring data covering 100 lancashire based companies form the lancashire defence survey database which is analysed results of the data analysis are of interest to organizations involved in local economic development policy making they suggest that the effects of restructuring are most profound in large core defece companies most directly involved in defence production other effects are passed on to companies that carry out subcontracting but there is less evidence of strategies being implemented in response to structural change among these companies company size product type and degree of defence dependency are uncovered as significant factors influencing whether a strategic response is instigated

inequality leverage and crises the paper studies how high leverage and crises can arise as a result of changes in the income distribution empirically the periods 1920 1929 and 1983 2007 both exhibited a large increase in the income share of the rich a large increase in leverage for the remainder and an eventual financial and real crisis the paper presents a theoretical model where these features arise endogenously as a result of a shift in bargaining powers over incomes a financial crisis can reduce leverage if it is very large and not accompanied by a real contraction but restoration of the lower income group s bargaining power is more effective

the economic consequences of parental leave mandates lessons from europe this study investigates the economic consequences of rights to paid parental leave in nine european countries over the 1969 through 1993 period since women use virtually all parental leave in most nations men constitute a reasonable comparison group and most of the analysis examines how changes in paid leave affect the gap between female and male labor market outcomes the employment to populations ratios of women in their prime childbearing years are also compared with those of corresponding aged men and older females parental leave is associated with increases in women s employment but with reductions in their relative wages at extended durations

predicting the next step of a random walk experimental evidence of regime shifting beliefs barberis et al j financial econ 49 1998 307 construct a model in which investors use the prevalence of past trend reversals as an indicator of the likelihood of future reversals while such regime shifting beliefs are consistent with a variety of psychological theories other contrary predictions are consistent with the same theories we report two experiments with mba student participants that strongly support the existence of regime shifting beliefs we conclude that regime shifting models can provide a useful framework for understanding market anomalies including underreactions to earnings changes and overreactions to longterm earnings trends r 2002 published by elsevier science b v

using survey data to test standard propositions regarding exchange rate expectations survey data provide a measure of exchange rate expectations superior to the forward rate in that no risk premium interferes we estimate extrapolative adaptive and regressive models of expectations static or random walk expectations and bandwagon expectations are rejected current appreciation generates the expectation of future depreciation because variables other than the contemporaneous spot rate receive weight in comparing expectations to the process governing the spot rate we find statistically significant bias no variable is as ubiquitous in international financial theory and yet as elusive empirically as investors expectations regarding exchange rates in the past expectations have been modeled in an ad hoc way often by using the forward exchange rate there is however a serious problem with using the forward discount as the measure of the expected change in the exchange rate in that the two may not be equal the gap that may separate the forward discount and expected depreciation is generally interpreted as a risk premium most of the large empirical literature testing the unbiasedness of the forward exchange rate for example has found it necessary either arbitrarily to assume away the existence of the risk premium if the aim

sticky information in general equilibrium this paper develops and analyzes a general equilibrium model with sticky information the only rigidity in goods labor and financial markets is that agents are inattentive sporadically updating their information sets when setting prices wages and consumption after presenting the ingredients of such a model the paper develops an algorithm to solve this class of models and uses it to study the model s dynamic properties it then estimates the parameters of the model using u s data on five key macroeconomic time series it finds that information stickiness is present in all markets and is especially pronounced for consumers and workers variance decompositions show that monetary policy and aggregate demand shocks account for most of the variance of inflation output and hours jel e30 e10

policy generosity employer heterogeneity and women s employment opportunities the welfare state paradox reexamined scholars of comparative family policy research have raised concerns about potential negative outcomes of generous family policies an issue known as the welfare state paradox they suspect that s

income inequality in the united states 1913 1998 this paper presents new homogeneous series on top shares of income and wages from 1913 to 1998 in the united states using individual tax returns data top income and wages shares display a u shaped pattern over the century our series suggest that the large shocks that capital owners experienced during the great depression and world war ii have had a permanent effect on top capital incomes we argue that steep progressive income and estate taxation may have prevented large fortunes from fully recovering from these shocks top wage shares were flat before world war ii dropped precipitously during the war and did not start to recover before the late 1960s but are now higher than before world war ii as a result the working rich have replaced the rentiers at the top of the income distribution

the circular relationship between inequality leverage and financial crises in this paper we put into perspective the recent literature which points to inequality as a possible cause of credit bubbles by reintegrating it into a more general analysis on the two way relationship between inequality and finance we focus more specifically on situations where high inequalities and widespread access to credit coexist and argue that even when institutions maintain more or less equal access to finance there may be a dynamic positive circular relationship between inequality and financial development however even if there is some evidence in the literature of a positive causal impact of inequality on credit this does not preclude other important cofounding factors the conclusions concerning the distributional impact of finance are more ambiguous a survey of the empirical literature highlights several issues that must be tackled first endogeneity reverse causality and coincidental factors are major concerns second the choice of consistent measurements for the key variables both credit and inequality has strong empirical implications and must be grounded on relevant theoretical channels third those circular dynamics have substantial policy implications for emerging economies since an increasing number face a joint increase in inequality and credit

local convergence properties of a cobweb model with rationally heterogeneous expectations abstract this paper gives local stability conditions for convergence of the price dynamics in a cobweb model with rationally heterogeneous expectations generalizing the example of brock and hommes 1997 when agents choose between rational naive and adaptive beliefs the steady state may be locally asymptotically stable if the adaptive predictor places enough weight on past prices and is costless if adaptive expectations are sufficiently more costly than naive expectations the steady state will be an unstable saddle point our results imply that adding a choice can stabilize a system which is unstable under the brock and hommes model these results illustrate how the critical parameter that governs stability is dependent on the array of available predictors

the family gap for young women in the united states and britain can maternity leave make a difference in the united states and britain there is a family gap between the wages of mothers and other women differential returns to marital and parental status explain 40 50 of the gender gap another 30 40 is explained by women s lower levels of work experience and lower returns to experience taking advantage of quasi experiments in job protected maternity leave in the united states and britain this article finds that women who had leave coverage and returned to work after childbirth received a wage premium that offset the negative wage effects of children

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

a simple adaptive measure of core inflation this paper proposes a new measure of core inflation and compares it with several existing measures the new measure is adaptive and is designed to track sudden and persistent movements in inflation such as those arising from changes in monetary policy regimes the adaptive measure filters out transients more effectively than existing measures and it is a superior predictor of locally mean reverting components of inflation

inequality credit and financial crises in the three decades leading up to the financial crisis of 2008 09 income inequality rose across much of the developed world this has led to a vigorous debate as to whether widening inequality was somehow to blame for the crisis by driving private sector credit booms despite growing interest empirical evidence on an inequality fragility relationship is limited based on a panel analysis of 18 oecd organisation for economic co operation and development countries for the years 1970 2007 this study provides evidence of a positive relationship between income concentration and private sector indebtedness once other traditional drivers are controlled for if confirmed the implications of this result are as follows i the view that the distribution of income is irrelevant to macroeconomic stability as implicit in mainstream approaches needs further investigation and ii in order to make the financial system more robust policy makers should cast the net wider than monetary policy and regulatory reforms and consider the effects of changes to distributive patterns

monitoring of performance in organizational contracting the case of defense procurement this paper contains an agency theoretic analysis of procurement contracts in which the government designs optimal linear contracts for a risk averse supplier in the presence of moral hazard private information and imperfect monitoring optimal contracts deviate from first best risk sharing the direction of the deviation depends on the relative severity of the moral hazard and private information problems and on the precision of the monitor in contrast to the usual result in the moral hazard literature the government may in some cases prefer that the effort of the supplier be taxed choice of the precision of the monitor and the categories of costs covered by the monitor are also studied

getting at systemic risk via an agent based model of the housing market systemic risk must include the housing market though economists have not generally focused on it we begin construction of an agent based model of the housing market with individual data from washington dc twenty years of success with agent based models of mortgage prepayments give us hope that such a model could be useful preliminary analysis suggests that the housing boom and bust of 1997 2007 was due in large part to changes in leverage rather than interest rates

household debt and income inequality 1963 2003 i construct an economy with heterogeneous agents that mimics the time series behavior of the earnings distribution in the united states from 1963 to 2003 agents face aggregate and idiosyncratic shocks and accumulate real and financial assets i estimate the shocks that drive the model using data on income inequality aggregate income and measures of financial liberalization i show how the model economy can replicate two empirical facts the trend and cyclical behavior of household debt and the diverging patterns in consumption and wealth inequality over time while business cycle fluctuations can account for the short run changes in household debt its prolonged rise of the 1980s and the 1990s can be quantitatively explained only by the concurrent increase in income inequality

income distribution credit and fiscal policies in an agent based keynesian model this work studies the interactions between income distribution and monetary and fiscal policies in terms of ensuing dynamics of macro variables gdp growth unemployment etc on the grounds of an agent based keynesian model the direct ancestor of this work is the keynes meeting schumpeter formalism presented in dosi et al 2010 to that model we add a banking sector and a monetary authority setting interest rates and credit lending conditions the model combines keynesian mechanisms of demand generation a schumpeterian innovation fueled process of growth and minskian credit dynamics the robustness of the model is checked against its capability to jointly account for a large set of empirical regularities both at the micro level and at the macro one the model is able to catch salient features underlying the current as well as previous recessions the impact of financial factors and the role in them of income distribution we find that different income distribution regimes heavily affect macroeconomic performance more unequal economies are exposed to more severe business cycles fluctuations higher unemployment rates and higher probability of crises on the policy side fiscal policies do not only dampen business cycles reduce unemployment and the likelihood of experiencing a huge crisis in some circumstances they also affect positively long term growth further the more income distribution is skewed toward profits the greater the effects of fiscal policies about monetary policy we find a strong non linearity in the way interest rates affect macroeconomic dynamics in one regime with low rates changes in interest rates are ineffective up to a threshold beyond which increasing the interest rate implies smaller output growth rates and larger output volatility unemployment and likelihood of crises

business fluctuations in a behavioral switching model gridlock effects and credit crunch phenomena in financial networks abstract in this paper we characterize the evolution over time of a credit network in the most general terms as a system of interacting banks and firms operating in a three sector economy with goods credit and interbank market credit connections change over time via an evolving fitness measure depending from lenders supply of liquidity and borrowers demand of credit moreover an endogenous learning mechanism allows agents to switch between a loyal or a shopping around strategy according to their degree of satisfaction the crucial question we investigate is how financial bubbles and credit crunch phenomena emerge from the implemented mechanism

inequality household debt and financial instability an agent based perspective abstract our paper contributes to the literature on the causes of the 2007 2008 financial crisis in the united states by means of an agent based model we replicate an artificial credit network economy in order to assess the impact of growing income inequality in the presence of peer effects and home equity borrowing we show that the resulting debt financed consumption boom jeopardises the stability of the economic system thus paving the way for a financial crisis our model includes a behavioural rule for consumption based on expenditure cascades a hierarchical structure of household finance an articulated credit market with collateralised consumption loans and mortgages and a simple housing market results show that the model is able to capture the economic and social pressure of inequality on low and middle income households that pushes them to increase their consumption via home equity extraction rising non performing loans lead to higher bad debt on the banks balance sheets and consequently to the emergence of a crisis as an endogenous dynamic

the economic consequences of reduced uk military expenditure the last few years have seen a variety of proposals for uk disarmament for a re orientation of defence policy towards a less expensive non nuclear stance more commen surate with britain s present economic position in the world unfortunately these proposals become suddenly coy and tentative as they approach the economic implications of their programme in complete contrast to the detailed quantitative calculations they pro vide for other aspects the alternative defence commission 1983 and prins 1983 are typical examples of this the difficulties this lacuna creates are illustrated by the ordeal the labour party faced in the 1983 election campaign they advocated it appears a reduc tion of british defence expenditure which now accounts for just over 5 of gdp to about the european average of around 3 5 but they proved unable to counter the claim of the conservative defence secretary mr heseltine that this policy would cost 400 000 jobs 1 the hesitancy with which proponents of reductions in military expenditure approach the economic consequences is surprising given the near unanimity in the technical litera ture two major studies in the uk eiu 1963 and brown 1964 studies in the us leontief 1965 and a recent survey kennedy 1983 all indicate that disarmament represents an economic opportunity rather than an economic problem nonetheless the tenor of the recent policy literature suggests that it would be useful to provide a detailed assessment of the economic consequences of a reduction in uk military expenditure from 5 to 3 5 of gdp since the results obtained below are broadly in line with those of the studies cited above the contribution of this paper does not lie in the novelty of its conclusion rather it provides a detailed quantitative review of the economic issues cur rently involved in a transition to lower levels of military expenditure since there is a wide literature already available which provides arguments to suggest that such a transition could provide real security benefits the strategic aspects will only be mentioned in passing d smith 1980 and alternative defence commission 1983 provide detail on this

a robust rational route to randomness in a simple asset pricing model abstract we investigate asset pricing dynamics in an adaptive evolutionary asset pricing model with fundamentalists trend followers and a market maker agents can choose between a fundamentalist strategy at positive information cost or choose a trend following strategy for free price adjustment is proportional to the excess demand in the asset market agents asynchronously update their strategy according to realized net profits in the recent past as agents become more sensitive to differences in strategy performance the fundamental steady state becomes unstable and multiple steady states may arise as the traders sensitivity to differences in fitness increases a bifurcation route to chaos sets in due to homoclinic bifurcations of stable and unstable manifolds of the fundamental steady state

detrending stylized facts and the business cycle the stylized facts of macroeconomic time series can be presented by fitting structural time series models within this framework we analyse the consequences of the widely used detrending technique popularised by hodrick and prescott 1980 it is shown that mechanical detrending based on the hodrick prescott filter can lead investigators to report spurious cyclical behaviour and this point is illustrated with empirical examples structural time series models also allow investigators to deal explicitly with seasonal and irregular movements that may distort estimated cyclical components finally the structural framework provides a basis for exposing the limitations of arima methodology and models based on a deterministic trend with a single break

expectations and bubbles in asset pricing experiments abstract we present results on expectation formation in a controlled experimental environment in each period subjects are asked to predict the next price of a risky asset the realized market price is derived from an unknown market equilibrium equation with feedback from individual forecasts in most experiments prices deviate from the benchmark fundamental and bubbles emerge endogenously these bubbles are inconsistent with rational expectations and seem to be driven by trend chasing behavior or positive feedback expectations of the participants we also analyze individual predictions of participants and find that participants within a group tend to coordinate on a common prediction strategy

should central banks respond to movements in asset prices in recent decades asset booms and busts have been important factors in macroeconomic fluctuations in both industrial and developing countries in light of this experience how if at all should central bankers respond to asset price volatility we have addressed this issue in previous work bernanke and gertler 1999 the context of our earlier study was the relatively new but increasingly popular monetary policy framework known as inflation targeting see e g bernanke and frederic mishkin 1997 in an inflation targeting framework publicly announced medium term inflation targets provide a nominal anchor for monetary policy while allowing the central bank some flexibility to help stabilize the real economy in the short run the inflation targeting approach gives a specific answer to the question of how central bankers should respond to asset prices changes in asset prices should affect monetary policy only to the extent that they affect the central bank s forecast of inflation to a first approximation once the predictive content of asset prices for inflation has been accounted for there should be no additional response of monetary policy to assetprice fluctuations in use now for about a decade inflationtargeting has generally performed well in practice however so far this approach has not often been stress tested by large swings in asset prices our earlier research employed simulations of a small calibrated macroeconomic model to examine how an inflation targeting policy defined as one in which the central bank s instrument interest rate responds primarily to changes in expected inflation might fare in the face of a boom and bust cycle in asset prices we found that an aggressive inflationtargeting policy rule in our simulations one in which the coefficient relating the instrument interest rate to expected inflation is 2 0 substantially stabilizes both output and inflation in scenarios in which a bubble in stock prices develops and then collapses as well as in scenarios in which technology shocks drive stock prices intuitively inflation targeting central banks automatically accommodate productivity gains that lift stock prices while offsetting purely speculative increases or decreases in stock values whose primary effects are through aggregate demand conditional on a strong policy response to expected inflation we found little if any additional gains from allowing an independent response of central bank policy to the level of asset prices in our view there are good reasons outside of our formal model to worry about attempts by central banks to influence asset prices including the fact that as history has shown the effects of such attempts on market psychology are dangerously unpredictable hence we concluded that inflationtargeting central banks need not respond to asset prices except insofar as they affect the inflation forecast in the spirit of recent work on robust control the exercises in our earlier paper analyzed the performance of policy rules in worst case discussants robert shiller yale university glenn rudebusch federal reserve bank of san francisco kenneth rogoff harvard university

a new keynesian model with heterogeneous expectations abstract within a new keynesian model we incorporate bounded rationality at the individual agent level and we determine restrictions on expectations operators sufficient to imply aggregate is and as relations of the same functional form as those under rationality this result provides dual implications the strong nature of the restrictions required to achieve aggregation serve as a caution to researchers imposing heterogeneous expectations at an aggregate level may be ill advised on the other hand accepting the necessary restrictions provides for tractable analysis of expectations heterogeneity as an example we consider a case where a fraction of agents are rational and the remainder are adaptive and find specifications that are determinate under rationality may possess multiple equilibria in case of expectations heterogeneity

herding a synchronous updating and heterogeneity in memory in a cbs abstract this paper considers a simple continuous beliefs system cbs to investigate the effects on price dynamics of several behavioural assumptions i herd behaviour ii a synchronous updating of beliefs and iii heterogeneity in time horizons memory among agents the recently introduced concept of a cbs allows one to model the co evolution of prices and the beliefs distribution explicitly while keeping track of the unpredictable nature of individual preferences technical report cendef working paper 03 05 university of amsterdam tinbergen institute discussion paper 2003 073 1 as a benchmark model we take a simple cbs which in a market with many traders exhibits a random walk driven by news using the explicit nature of the dynamics of the cbs we show that the introduction of herding modifies the random walk to an arima 0 1 1 process which is observationally equivalent to a reduction of the number of market participants in terms of returns the model predicts ma 1 structure with a negative coefficient a synchronous updating leads to an ma 1 model for returns with garch 1 1 innovations and predicts a relation between the arch and garch coefficients heterogeneity in memory leads to long range dependence in returns in the empirical section we perform a modest reality check concerning the predicted sign of the ma coefficient and the relation between the arch and garch coefficients for exchange rate data

monetary policy indeterminacy and learning abstract forward looking monetary models with taylor type interest rate rules are known to generate indeterminacies with a potential dependence on extraneous sunspots for some structural and policy parameters we investigate the stability of these solutions under adaptive learning focusing on common factor or resonance frequency representations in which the observed sunspot has a suitable time series structure we consider specifications incorporating both lagged and expected inflation in the phillips curve and both expected and inertial elements in the policy rule we find that some policy rules can indeed lead to learnable sunspot solutions and we investigate the conditions under which this phenomenon arises

endogenous persistence in an estimated dsge model under imperfect information a framework for estimating dynamic stochastic general equilibrium dsge models by bayesian methods and validation under very general information assumptions is applied to a new keynesian model the standard asssumption that private agents have perfect information observing all state variables including shocks whereas the econometrician uses only observable data is compared with both agents having the same imperfect information ii set we also generalise rational expectations to a behavioural composite model that allows some households and firms to form expectations adaptively we find significant empirical support for ii as an endogenous persistence mechanism but this is dominated by that from habit and adaptive learning

sex discrimination in restaurant hiring an audit study in an audit study of sex discrimination in hiring comparably matched pairs of men and women applied for jobs as waiters and waitresses at restaurants in philadelphia in high price restaurants where earnings are higher job applications from women had an estimated probability of receiving a job offer that was lower by about 0 4 and an estimated probability of receiving an interview that was lower by about 0 35 both estimated differentials are statistically significant additional evidence suggests that customer discrimination partly underlies the hiring discrimination

orchestrating impartiality the impact of blind auditions on female musicians a change in the audition procedures of symphony orchestras adoption of blind auditions with a screen to conceal the candidate s identity from the jury provides a test for sex biased hiring using data from actual auditions in an individual fixed effects framework we find that the screen increases the probability a woman will be advanced and hired although some of our estimates have large standard errors and there is one persistent effect in the opposite direction the weight of the evidence suggests that the blind audition procedure fostered impartiality in hiring and increased the proportion women in symphony orchestras

taking stock a rigorous modelling of animal spirits in macroeconomics this paper is a survey of the burgeoning literature that seeks to take the enigmatic concept of the animal spirits more seriously by building heterodox macro dynamic models that can capture some of its crucial aspects in a rigorous way two approaches are considered the discrete choice and the transition probability approach where individual agents face a binary decision and choose one of them with a certain probability these assessments are adjusted upward or downward in response to what the agents observe which leads to changes in the aggregate sentiment and the macroeconomic variables resulting from the corresponding decisions typical applications of the two approaches alternatively give rise to what will be called a weak and a strong form of animal spirits on the whole the literature included in this survey provides examples of applications of a modelling tool that demonstrates a considerable flexibility within a canonical framework

macroeconomic expectations of households and professional forecasters economists have long emphasized the importance of expectations in determining macroeconomic outcomes yet there has been almost no recent effort to model actual empirical expectations data instead m acroeconomists usually simply assume that expectations are rational this paper shows that while empirical household expectations are not rational in the usual sense expectational dynamics are well captured by a model in which households views derive from news reports of the views of professional forecasters which in turn may be rational the model s estimates imply that people only occasionally pay attention to news reports this inattention generates stickyness in aggregate expectations with important macroeconomic consequences

does inequality lead to a financial crisis abstract the recent global crisis has sparked interest in the relationship between income inequality credit booms and financial crises rajan 2010 and kumhof and ranciere 2011 propose that rising inequality led to a credit boom and eventually to a financial crisis in the us in the first decade of the 21st century as it did in the 1920s data from 14 advanced countries between 1920 and 2000 suggest these are not general relationships credit booms heighten the probability of a banking crisis but we find no evidence that a rise in top income shares leads to credit booms instead low interest rates and economic expansions are the only two robust determinants of credit booms in our data set anecdotal evidence from us experience in the 1920s and in the years up to 2007 and from other countries does not support the inequality credit crisis nexus rather it points back to a familiar boom bust pattern of declines in interest rates strong growth rising credit asset price booms and crises

conversion policy in the uk the democratization of eastern europe the disintegration of the warsaw pact the proposed strategic arms reduction talks start and the conventional forces in europe cfe agreements are concrete evidence of the end to the cold war for nato these events have precipitated an overhaul of strategic policies resulting in major cutbacks in the defence budgets of member states in the u k this has given rise to a growing debate on the economic effects of cuts in the military burden and the possible benefits to be derived from what has become popularly labelled the peace dividend however the way in which resources are transformed for the military into civil use and the interpretation of the objectives of the conversion process lie at the centre of a controversy about the optimal use of the peace dividend this paper provides a critical assessment of the contributions to this debate copyright 1990 by oxford university press

heterogeneous expectations in monetary dsge models this paper derives a general new keynesian framework with heterogeneous expectations by explicitly solving the micro foundations underpinning the model the resulting reduced form is analytically tractable and encompasses the representative rational agent benchmark as a special case we specify a setup in which some agents as a result of cognitive limitations make mistakes when forecasting future macroeconomic variables and update their beliefs as new information becomes available while other agents have rational expectations we then address determinacy issues related to the use of different interest rate rules and derive policy implications for a monetary authority aiming at stabilizing the economy in a dynamic feedback system in which macroeconomic variables and heterogeneous expectations co evolve over time

heterogeneity learning and information stickiness in inflation expectations in this paper we propose novel techniques for the empirical analysis of adaptive learning and sticky information in inflation expectations these methodologies are applied to the distribution of households inflation expectations collected by the university of michigan survey research center to account for the evolution of the cross section of inflation forecasts over time and measure the degree of heterogeneity in private agents forecasts we explore time series of percentiles from the empirical distribution our results show that heterogeneity is pervasive in the process of inflation expectation formation we identify three regions of the distribution that correspond to different underlying mechanisms of expectation formation a static or highly autoregressive region on the left hand side of the median a nearly rational region around the median and a fraction of forecasts on the right hand side of the median formed in accordance with adaptive learning and sticky information

brokerage professions and implementing reform in an age of experts in this comparative ethnographic case study of the implementation of a reform related to the affordable care act in two community health centers i find that professionals may not compete to claim new tasks and thereby not implement reform if these tasks require them to acquire information unrelated to their professional expertise use work practices that conflict with their professional identity or do impure or low value tasks that threaten their professional interests in such cases reform may be implemented if lower status workers fill in the gaps in the division of labor between the professions targeted by the reform playing a brokerage role by protecting each profession s information meanings and tasks in everyday work when the new tasks represent professionally ill defined problems brokers can be more effective if they use buffering practices rather than connecting practices managing information rather than transferring it matching meanings rather than translating them and maintaining int

from motherhood penalties to husband premia the new challenge for gender equality and family policy lessons from norway given the key role that processes occurring in the family play in creating gender inequality the family is a central focus of policies aimed at creating greater gender equality we examine how family status affects the gender wage gap using longitudinal matched employer employee data from norway 1979 96 a period with extensive expansion of family policies the motherhood penalty dropped dramatically from 1979 to 1996 among men the premia for marriage and fatherhood remained constant in 1979 the gender wage gap was primarily due to the motherhood penalty but by 1996 husband premia were more important than motherhood penalties

the changing geography of the military industry in britain lovering j 1991 the changing geography of the military industry in britain reg studies 25 279 293 a number of studies have suggested that defence spending has had a significant impact on the location of industry and the geography of labour markets this paper drawing on a recent study of the employment of research and development professionals in the uk defence industry confirms that defence spending and related employment has been concentrated in the south and west of england it also shows that a number of changes are underway the unusually large british defence industry is restructuring as a result of changes in supply and in demand following the end of the cold war major job losses are in process which may amount to a third of a million jobs in the 1990s this is associated with a spatial reorganization the effect of which is generally to consolidate high level activities in the industry in the south of england and deepen the spatial division of labour a key locational influence in this

agent based stock flow consistent macroeconomics towards a benchmark model abstract the paper moves from a discussion of the challenges posed by the crisis to standard macroeconomics and the solutions adopted within the dsge community although several recent improvements have enhanced the realism of standard models we argue that major drawbacks still undermine their reliability in particular dsge models still fail to recognize the complex adaptive nature of economic systems and the implications of money endogeneity the paper argues that a coherent and exhaustive representation of the inter linkages between the real and financial sides of the economy should be a pivotal feature of every macroeconomic model and proposes a macroeconomic framework based on the combination of the agent based and stock flow consistent approaches the papers aims at contributing to the nascent ab sfc literature under two fundamental respects first we develop a fully decentralized ab sfc model with several innovative features and we thoroughly validate it in order to check whether the model is a good candidate for policy analysis applications results suggest that the properties of the model match many empirical regularities ranking among the best performers in the related literature and that these properties are robust across different parameterizations second the paper has also a methodological purpose in that we try to provide a set or rules and tools to build calibrate validate and display ab sfc models

disequilibrium dynamics an empirical study despite the amount of attention devoted in economics to the study of equilibria the process by which an equilibrium can be attained is not well understood stephen smale 1977 called this the fundamental problem of economic theory this paper explores the microeconomics of the adjustment process by examining empirically the disequilibrium behavior of firms implications for the microeconomic foundations of macroeconomics are stressed the data from german industry describe the month by month price and output changes of individual firms as well as the firms own assessments of the levels of their inventories and unfilled orders because the data are qualitative use is made of the multivariate conditional logit model developed by marc nerlove and s james press 1973 1976 and extended by kawasaki and zimmermann section i discusses the underlying model of firm behavior and the significance of the inquiry for macroeconomics in section ii the econometric techniques are briefly described in section iii the empirical results are summarized and interpretations of the results are offered in section iv

income inequality consumption credit and credit risk in a data driven agent based model abstract the issue of income inequality occupies a prominent position in the research agenda of academic and policy circles alike especially after the crisis of 2008 due to its potential causal link with the development of credit bubbles and therefore the emergence of financial crises this paper examines the long run effect of income inequality on consumption consumer credit and non performing loans through the means of a data driven agent based model the data driven nature of the model enhances its ability to match historical series and thus makes it suitable for policy simulations tailored for specific economies the analysis indicates that higher income inequality has a detrimental impact on consumption and is associated with lower volumes of consumer credit however the ratio of non performing loans as a share of total loans seems to be independent of income inequality

family policies wage structures and gender gaps sources of earnings inequality in 20 countries this study uncovers an unexpected effect of family friendly policies on women s economic attainments using hierarchical linear models the analysis combines individual level data obtained from th

sticky information and model uncertainty in survey data on inflation expectations abstract this paper compares three reduced form models of heterogeneity in survey inflation expectations on the one hand we specify two models of forecasting inflation based on limited information flows of the type developed in mankiw and reis 2002 sticky information versus sticky prices a proposal to replace the new keynesian phillips curve quarterly journal of economics 117 4 1295 1328 we present maximum likelihood results that suggests a sticky information model with a time varying distribution structure is consistent with the michigan survey of inflation expectations we also compare these sticky information models to the endogenous model uncertainty approach in branch 2004 the theory of rationally heterogeneous expectations evidence from survey data on inflation expectations economic journal 114 497 non parametric evidence suggests that models which allow the degree of heterogeneity to change over time provide a better fit of the data

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

career interruptions and subsequent earnings a reexamination using swedish data this paper reexamines the link between career interruptions and subsequent wages using a rich new swedish dataset we are able to disaggregate time out of work into several components regressing

emergent dynamics of a macroeconomic agent based model with capital and credit in this paper we present and discuss a macroeconomic agent based model with capital and credit cc mabm which builds upon the framework put forward by delli gatti et al 2011 the novelty of this model with respect to the previous framework consists in the introduction of a stylized supply chain where upstream firms i e producers of capital goods k firms supply a durable and sticky input capital to the downstream firms who produce consumption goods c firms to be sold to households both c firms and k firms resort to bank loans to satisfy their financing needs there are two way feedbacks between firms and markets which yield interesting emerging properties at the macro level we show that the interaction of upstream and downstream firms and the evolution of their financial conditions in a nutshell capital and credit are essential ingredients of a crisis i e a sizable slump followed by a long recovery

short and medium term financial real cycles an empirical assessment 2019 elsevier ltd theories such as minsky s financial instability hypothesis or new keynesian financial accelerator models assign a key role to financial factors in business cycle dynamics we propose a simple var based estimation framework to examine some of the financial real interaction mechanisms that are at the core of these theories we examine cycle frequencies in seven oecd countries over the period 1970 2015 and find that output contains short and medium business cycle frequencies while interest rates business debt and household debt exhibit short medium and long cycles respectively we find robust evidence for financial real interaction mechanisms i at high frequencies between interest rates and gdp in australia and the usa and ii at medium frequencies between business debt and gdp in canada and great britain the effect of interest rates and debt seems to operate via investment rather than consumption we find no evidence for an interaction mechanism between household debt and gdp our results provide support for minskyan and financial accelerator models in which output interacts with interest rates or corporate debt