a machine learning approach to identifying different types of uncertainty abstract we implement natural language processing techniques to extract uncertainty measures from federal reserve beige books between 1970 and 2018 business and economic related uncertainty is associated with future weakness in output higher unemployment and elevated term premia on the other hand political and government uncertainty while high during recent times has no statistically significant impact on the economy

subjective interest rate uncertainty and the macroeconomy a cross country analysis abstract we ask whether uncertainty about interest rates is important for economic activity the effects of interest rate uncertainty on the economy are examined through the lens of a small var where the assumption that uncertainty can affect real activity contemporaneously but not vice versa is indeed in line with the data our measure of uncertainty stems from professional forecasts of short and long term interest rates and accounts for both disagreement among forecasters and the perceived variability of future aggregate shocks studying a panel of countries we find that subjective interest rate uncertainty has large negative and persistent effects on the economy

the political economics of redistribution inequality and tax avoidance a central result in the political economy of taxation is that the degree of redistribution is positively linked to income inequality however empirical evidence supporting such a relationship turns out to be mixed this paper shows how the different empirical reactions can be rationalized within a simple model of tax avoidance and costly tax enforcement by focusing on structure induced equilibrium in which taxpayers vote over the size of the income tax and the level of tax enforcement we show that more inequality may well reduce the extent of redistribution depending on two opposing effects the standard political effect and a negative tax base effect working through increases in the average level of tax avoidance and the share of enforcement expenditures in total tax revenue

the impact of unemployment insurance on job search evidence from google search data job search is a key choice variable in theories of labor markets but is difficult to measure directly we develop a job search activity index based on google search data the google job search index gjsi we validate the gjsi with both survey and web based measures of job search unlike those measures the gjsi is high frequency geographically precise and available in real time we demonstrate the gjsi s utility by using it to study the effects of unemployment insurance policy changes between 2008 and 2014 we find no evidence of an economically meaningful effect of these changes on aggregate search

catastrophe economics the national flood insurance program hurricane betsy which hit louisiana september 9 1965 was one of the most intense deadly and costly storms ever to make landfall in the united states it killed 76 people in louisiana and caused 1 5 billion in damage equal to nearly 10 billion in 2010 dollars in 1965 no flood insurance was available so victims had to rely on friends and family charities or federal relief after that catastrophe the u s government established a new program in 1968 the national flood insurance program nfip to make flood insurance widely available now after more than 40 years of operation the nfip is today one of the longest standing government run disaster insurance programs in the world in this paper i present an overview of the 40 years of operation of the national flood insurance program starting with how and why it was created and how it has evolved to now cover 1 23 trillion in assets i analyze the financial balance of the nfip between 1969 and 2008 excluding the 2005 hurricane season which included hurricane katrina as an outlier policyholders have paid nearly 11 billion more in premiums than they have received in claim reimbursements over that period however the program has spent an average of 40 percent of all collected premiums on administrative expenses more than three quarters of which were paid to private insurance intermediaries who sell and manage flood insurance policies on behalf of the federal government but do not bear any risk i present challenges the nfip faces today and propose ways those challenges might be overcome through innovative modifications

a novel index of macroeconomic uncertainty for turkey based on google trends abstract this paper aims to measure the level of economic and financial uncertainty in turkey the measure used is based on an internet search based strategy and develops the turkish economic and financial uncertainty index tefui based on the real time monthly google trends data for the period from january 2004 to december 2018 our illustration suggests that tefui performs significantly well to predict various indicators of the turkish economy as well as global uncertainty to check the relative performance of the measure we also contrast our index which uses turkey economy specific words and phrases with an index generated for another country e g the u s based on correlation analysis and a comprehensive var analysis our results suggest tefui successfully capture uncertainty in turkey

how do budget deficits and economic growth affect reelection prospects evidence from a large panel of countries conventional wisdom is that good economic conditions and expansionary fiscal policy help incumbents get reelected but this has not been tested in a large cross section of countries we test these arguments in a sample of 74 countries over the period 1960 2003 we find no evidence that deficits help reelection in any group of countries developed and less developed new and old democracies countries with different government or electoral systems and countries with different levels of democracy in developed countries and in old democracies election year deficits actually reduce the probability that a leader is reelected with similar although smaller negative electoral effects of deficits in the earlier years of an incumbent s term in office higher growth rates of real gdp per capita raise the probability of reelection only in the less developed countries and in new democracies but voters are affected by growth over the leader s term in office rather than in the election year itself and apparently only by growth not attributed to global growth low inflation is rewarded by voters only in the developed countries the effects we find are not only statistically significant but also quite substantial quantitatively we also suggest how the absence of a positive electoral effect of deficits can be consistent with the political deficit cycle found in new democracies

what drives households to buy flood insurance new evidence from georgia abstract benefiting from access to detailed data on the federally run national flood insurance program for the entire state of georgia usa we analyze residential flood insurance purchasing behavior in that state over more than three decades 1978 2010 the demand for flood insurance on an extensive margin based on take up rates is found to be relatively price inelastic aligned with the behavioral economics literature recent flood events temporarily increase purchases but this effect fades after 3 years we also find that the proportion of developed area in floodplains has a significant positive impact on insurance take up rates contrary to what is often assumed we do not find evidence that insurance purchase and mitigation efforts are substitutes educated individuals individuals over the age of 45 and african americans are all else equal more likely to purchase flood insurance

an economic model of representative democracy this paper develops an approach to the study of democratic policy making where politicians are selected by the people from those citizens who present themselves as candidates for public office the approach has a number of attractive features first it is a conceptualization of a pure form of representative democracy in which government is by as well as of the people second the model is analytically tractable being able to handle multidimensional issue and policy spaces very naturally third it provides a vehicle for answering normative questions about the performance of representative democracy

the macro and asset pricing implications of rising italian uncertainty evidence from a novel news based macroeconomic policy uncertainty index abstract we develop a new monthly and daily index of economic policy uncertainty for italy based on articles from the sole 24 ore a popular italian business daily newspaper var investigations document that an unexpected rise in the sole 24 ore news based epu index epu24 has mild effects on the real economic activity cross sectional asset pricing tests then show that both monthly and daily epu24 shocks command a positive risk premium a standard event study finally indicates the presence of statistically significant positive cumulative abnormal returns cars in the energy sector following different categories of policy related events negative and significant cars in the financial sector are instead found to be generated by international related events and political elections

the effect of fiscal performance on local government election results in israel 1989 1998 abstract we discuss the circumstances under which voters in local elections will reward fiscal responsibility and suggest that such circumstances evolved in israel in the mid 1990s we present empirical evidence that indeed fiscal performance of mayors substantially affected their reelection probability in the 1998 campaign but not in the 1989 and 1993 campaigns changes in the political environment enforcement of audit and financial reporting requirements tougher imposition of hard budget constraints and the development of local media are proposed as explanations the hypotheses that the fiscal variables reflect the income level at the locality or the mayor s success in extracting resources from the central government are tested and rejected

no taxation without information deterrence and self enforcement in the value added tax abstract claims that the vat facilitates tax enforcement by generating paper trails on transactions between firms contributed to widespread vat adoption worldwide but there is surprisingly little evidence this paper analyzes the role of third party information for vat enforcement through two randomized experiments among over 400 000 chilean firms announcing additional monitoring has less impact on transactions that are subject to a paper trail indicating the paper trail s preventive deterrence effect this leads to strong enforcement spillovers up the vat chain these findings confirm that when taking evasion into account significant differences emerge between otherwise equivalent forms of taxation jel d83 h25 h26 k34 o17

credibility and policy convergence in a two party system with rational voters the traditional approach to modeling political parties behavior based upon the contribution of anthony downs 1957 assumes that the parties unique objective is to win elections thus they maximize their popularity the crucial implication of this assumption for a two party system is that if the two parties have the same information about voters preferences full convergence of policies results from electoral competition this is the crucial implication of the median voter theorem more generally it may be argued that different parties are motivated differently because they represent different constituencies parties may not care only about winning elections per se but also about the quality of the policies resulting from an election in this case the candidates of the two parties view winning an election not only as a goal per se but also as a means of implementing a better policy for their respective constituencies this paper shows that electoral competitions imply dynamic inconsistency if the voters are modeled as rational and forwardlooking agents and parties do not care exclusively about being elected but also about which policy to implement once elected the dynamic inconsistency arises as follows the parties have an incentive to announce convergent platforms to increase their chances of election however if the elected party is not committed to its electoral platform it has an incentive to follow its most preferred policy rather than the policy announced in its platform if voters are rational they account for this incentive thus in general in a one shot electoral game the only timeconsistent equilibrium is one in which no convergence is possible the two parties follow their most preferred policies and the voters rationally expect this outcome full convergence of parties platforms results only as a limiting case when the parties are completely indifferent with respect to the quality of the policies resulting from the election thus these results differ from the existing literature on ideologically motivated politicians for instance donald wittman 1977 1983 randall calvert 1985 which implicitly assumes the possibility of binding commitments to electoral platforms complete or partial policy convergence can be the outcome of political competition if the interaction between the parties and the voters is modeled as an infinitely repeated game in fact if the candidates have concave objective functions the welfare maximizing policy rule implies a complete convergence of parties policies however this cooperative and agreed upon policy may or may not be sustainable as a subgame perfect equilibrium depending on parameter values in particular it depends on the discount rates of the two parties the degree of polarization of their preferences and the relative popu graduate school of industrial administration carnegie mellon university pittsburgh pa 15213 and national bureau of economic research cambridge ma 02138 this paper is based upon a chapter of my unpublished doctoral dissertation at harvard university i am greatly indebted to jeffrey sachs for directing my attention toward these issues and for many conversations i also wish to thank andrew abel dilip abreu olivier blanchard ramon caminal andrew caplin alex cukierman morris fiorina benjamin friedman herschel grossman howard rosenthal and the referees for very useful comments the responsibilitv af anv n mtnkieis af calrirp nfnlv mine the result of policy convergence in a two party system is more general than the median voter theorem for discussions of convergence results not at the median see john ledyard 1984 peter coughlin 1984 coughlin and shmuel nitzan 1981 melvin hinich 1977 for earlier work on spatial competition see richard mckelvey 1975 hinich ledyard and peter ordeshook 1972 1973 and the references quoted therein the present paper focuses on the result of convergence rather than on the median voter theorem per se

managerial incentive problems a dynamic perspective the paper studies how a person s concern for a future career may influence his or her incentives to put in effort or make decisions on the job in the model the person s productive abilities are revealed over time through observations of performance there are no explicit output contingent contracts but since the wage in each period is based on expected output and expected output depends on assessed ability an implicit contract links today s performance to future wages an incentive problem arises from the person s ability and desire to influence the learning process and therefore the wage process by taking unobserved actions that affect today s performance the fundamental incongruity in preferences is between the individual s concern for human capital returns and the firm s concern for financial returns the two need be only weakly related it is shown that career motives can be beneficial as well as detrimental depending on how well the two kinds of capital returns are aligned it is well understood by now that informational externalities may place special demands on the organization of economic exchange simple price mediated markets will frequently fail in the presence of asymmetric information in that case more elaborate contractual arrangements have to be used as substitutes for the price system lately considerable effort has been devoted to the analysis of contracting under incomplete information with the objective to understand the range of economic institutions that emerge in response to the failure of the price system the analysis of moral hazard has played a prominent role in this development moral hazard problems arise when for some reason or another transacting parties cannot contract contingent on the delivery of the good for instance in buying labour services it may be that the amount of labour supplied is not directly observable precluding a simple exchange of wage for labour as a partial remedy to this problem an imperfect mutually observed signal about the supply of labour can be used as a proxy in the contract frequently output is taken as such a proxy the drawback is that output is often influenced by other factors than labour input which induce undesirable risk into the contract one is therefore faced with a tradeoff between allocating risk associated with incomplete observability and providing incentives for a proper supply of labour gaining insight into this tradeoff is important not only for understanding contracting in the small e g managerial incentive schemes but also because it is closely related to the fundamental tension between equity and efficiency in the society as a whole while our understanding of moral hazard has advanced a lot in past years it is clear that much work remains an important question that has received little attention until

tightening environmental standards the benefit cost or the no cost paradigm ms ff ichael porter and claas van der linde have written a paper that is interesting and to us at least somewhat astonishing it is a defense of environmental regulation indeed an invitation to more stringent regulation that makes essentially no reference to the social benefits of such regulation this approach contrasts starkly with the methods that economists and other policy analysts have traditionally used when assessing environmental or other regulatory programs the traditional approach consists of comparing the beneficial effects of regulation with the costs that must be borne to secure these benefits for environmental regulation the social benefits include the reductions in morbidity or premature mortality that can accompany cleaner air the enhanced recreational opportunities that can result from water quality improvements the increased land values that might attend the cleanup of a hazardous waste site the enhanced vitality of aquatic ecosystems that might follow reductions in agricultural pesticide use or any of the other potentially significant benefits associated with tighter standards from this benefit cost approach emerges the standard tradeoff discussed in virtually every economics textbook porter and van der linde deny the validity of this approach to the analysis of environmental regulation claiming it to be an artifact of what they see as a static mindset in their view economists have failed to appreciate the capacity of

the economics of density evidence from the berlin wall this paper develops a quantitative model of internal city structure that features agglomeration and dispersion forces and an arbitrary number of heterogeneous city blocks the model remains tractable and amenable to empirical analysis because of stochastic shocks to commuting decisions which yield a gravity equation for commuting flows to structurally estimate agglomeration and dispersion forces we use data on thousands of city blocks in berlin for 1936 1986 and 2006 and exogenous variation from the city s division and reunification we estimate substantial and highly localized production and residential externalities we show that the model with the estimated agglomeration parameters can account both qualitatively and quantitatively for the observed changes in city structure we show how our quantitative framework can be used to undertake counterfactuals for changes in the organization of economic activity within cities in response for example to changes in the transport network

toward a new conception of the environment competitiveness relationship accepting a fixed trade off between environmental regulation and competitiveness unnecessarily raises costs and slows down environmental progress studies finding high environmental compliance costs have traditionally focused on static cost impacts ignoring any offsetting productivity benefits from innovation they typically overestimated compliance costs neglected innovation offsets and disregarded the affected industry s initial competitiveness rather than simply adding to cost properly crafted environmental standards can trigger innovation offsets allowing companies to improve their resource productivity shifting the debate from pollution control to pollution prevention was a step forward it is now necessary to make the next step and focus on resource productivity

the german generation internship and the minimum wage introduction evidence from big data abstractthe new german minimum wage applies a specific exemption clause for internships where internships that last up to three months are exempted while internships that exceed three months are d

the benefits of forced experimentation striking evidence from the london underground network we estimate that a signi cant fraction of commuters on the london underground do not travel their optimal route consequently a tube strike which forced many commuters to experiment with new routes taught commuters about the existence of superior journeys bringing about lasting changes in behavior this eect is stronger for commuters who live in areas where the tube map is more distorted thereby pointing towards the importance of informational imperfections we argue that the information produced by the strike improved network e ciency search costs are unlikely to explain the suboptimal behavior instead individuals seem to under experiment in normal times as a result of which constraints can be welfare improving jel classi cation d83 l91 r41

sorting over flood risk and implications for policy reform abstract do individuals sort across flood risk this paper applies a boundary discontinuity design to a residential sorting model to provide novel estimates of sorting across flood risk by race ethnicity and income we find clear evidence that low income and minority residents are more likely to move into high risk flood zones we then highlight the overall and distributional implications of proposed price and information reforms to the u s national flood insurance program while such reforms are likely welfare increasing overall heterogeneous behavioral responses yield significant distributive effects that also alter the composition of residents in harm s way

balanced budget redistribution as the outcome of political competition this paper models balanced budget redistribution between socio economic groups as the outcome of electoral competition between two political parties equilibrium is unique in the present model and a sufficient condition for existence is given requiring that there be enough stochastic heterogeneity with respect to party preferences in the electorate the validity of hotelling s principle of minimum differentiation and of director s law are examined under alternative hypotheses concerning administrative costs of redistributions and voter s possibilities both of abstaining from voting and of becoming campaign activists for one of the parties the policy strategy of expected plurality maximization is contrasted with the strategy of maximizing the probability of gaining a plurality incomes are fixed and known so lump sum taxation is feasible however constraints on tax transfer differentiation between individuals are permitted in the analysis

taxpayer response to an increased probability of audit evidence from a controlled experiment in minnesota abstract in 1995 a group of 1724 randomly selected minnesota taxpayers was informed by letter that the returns they were about to file would be closely examined compared to a control group that did not receive this letter low and middle income taxpayers in the treatment group on average increased tax payments compared to the previous year which we interpret as indicating the presence of noncompliance the effect was much stronger for those with more opportunity to evade in fact the difference in differences is not statistically significant for those who do not have self employment or farm income and do not pay estimated tax surprisingly however the reported tax liability of the high income treatment group fell sharply relative to the control group

do voters demand responsive governments evidence from indian disaster relief abstract using rainfall public relief and election data from india we examine how governments respond to adverse shocks and how voters react to these responses the data show that voters punish the incumbent party for weather events beyond its control however fewer voters punish the ruling party when its government responds vigorously to the crisis indicating that voters reward the government for responding to disasters we also find evidence suggesting that voters only respond to rainfall and government relief efforts during the year immediately preceding the election in accordance with these electoral incentives governments appear to be more generous with disaster relief in election years these results describe how failures in electoral accountability can lead to suboptimal policy outcomes

integrity for hire an analysis of a widespread customs reform abstract can governments improve bureaucratic performance by hiring integrity from the private sector in the past 2 decades a number of developing countries have hired private firms to conduct preshipment inspections of imports generating independent data on the value and tariff classification of incoming shipments i find that countries implementing such inspection programs subsequently experience large increases in import duty collections by contrast the growth rate of other tax revenues does not change appreciably additional evidence suggests that declines in falsification of import documentation are behind the import duty improvements the programs also lead to declines in undervaluation and misreporting of goods classifications historically this hired integrity appears to have been cost effective with improvements in import duty collections in the first 5 years of a typical inspection program amounting to 2 6 times the program s costs

using differences in knowledge across neighborhoods to uncover the impacts of the eitc on earnings we develop a new method of estimating the impacts of tax policies that uses areas with little knowledge about the policy s marginal incentives as counterfactuals for behavior in the absence of the policy we apply this method to characterize the impacts of the earned income tax credit eitc on earnings using administrative tax records covering all eitc eligible lers from 19962009 we begin by developing a proxy for local knowledge about the eitc schedule the degree of sharp bunching at the exact income level that maximizes eitc refunds by individuals who report self employment income the degree of self employed sharp bunching varies signi cantly

exposing corrupt politicians the effects of brazil s publicly released audits on electoral outcomes author s finan frederico ferraz claudio abstract this paper examines the extent to which access to information enhances political accountability based upon the results of brazil s recent anti corruption program that randomly audits municipal expenditures of federally transferred funds it estimates the effect of the disclosure of local government corruption practices upon the re election success of incumbent mayors in municipal elections comparing municipalities which were randomly audited before the elections with those audited after the analysis shows that the disclosure of audit results had a significant impact on the re election rates of mayors found to be corrupt for a one standard deviation increase in reported corruption the audit policy reduced the incumbent s likelihood of re election by 25 percent this effect is more pronounced in municipalities where radio stations are present and higher levels of corruption are identified these findings highlight the value of information and the role of the media in reducing informational asymmetries in the political process thus enabling voters to not only hold corrupt politicians accountable but also to reward non corrupt politicians

wages rents and the quality of life this study focuses on the role of wages and rents in allocating workers to locations with various quantities of amenities the theory demonstrates that if the amenity is also productive then the sign of the wage gradient is unclear while the rent gradient is positive the theory is extended to include the housing market and nontraded goods these extensions require little modification of the conclusion the empirical work on wages shows that the regional wage differences can be explained largely by these local attributes with the use of site price data implicit prices are estimated and quality of life rankings for the cities are computed

new estimates of quality of life in urban areas implicit markets capture compensation for intraurban and interregional differe nces in amenities and yield differences in housing prices and wages these pecuniary differences become preference based weights in a qual ity of life index hedonic equations are estimated using microdata fr om the 1980 census and assembled county based amenity data on climati c environmental and urban conditions ranking of 253 urban counties reveals substantial variation within as well as among the 185 urba n areas the quality of life differences across counties within one s msa is almost one half of the difference between the top and bottom ranked counties in the nation copyright 1988 by american economic association

the economics of maps for centuries maps have codified the extent of human geographic knowledge and shaped discovery and economic decision making economists across many fields including urban economics public finance political economy and economic geography have long employed maps yet have largely abstracted away from exploring the economic determinants and consequences of maps as a subject of independent study in this essay we first review and unify recent literature in a variety of different fields that highlights the economic and social consequences of maps along with an overview of the modern geospatial industry we then outline our economic framework in which a given map is the result of economic choices around map data and designs resulting in variations in private and social returns to mapmaking we highlight five important economic and institutional factors shaping mapmakers data and design choices our essay ends by proposing that economists pay more attention to the endogeneity of mapmaking and the resulting consequences for economic and social welfare

costly information acquisition experimental analysis of a boundedly rational model the directed cognition model assumes that agents use partially myopic option value calculations to select their next cognitive operation the current paper tests this model by studying information acquisition in two experiments in the first experiment information acquisition has an explicit financial cost in the second experiment information acquisition is costly because time is scarce the directed cognition model successfully predicts aggregate information acquisition patterns in these experiments when the directed cognition model and the fully rational model make demonstrably different predictions the directed cognition model better matches the laboratory evidence jel d83

incumbent performance and electoral control in the pure theory of electoral competition citizens compare the platforms of the candidates and vote for the one whose platform is preferred candidate strategies are identified with promises about future performance in office models of this sort have been developed in both static mckelvey 1975 and dynamic kramer 1977 i settings and all appear to have the property that if the set of alternatives is large enough in some sense equilibrium platforms rarely exist but these models have another feature that is quite as disturbing as their instability in the static setting discussed by mckelvey little attention is paid to the possibility that once in office the politician s preferences may diverge from those of his constituents and that he may therefore choose policies at variance from his platform instead it is simply assumed that promises will be kept whether or not such behavior is congruent with the interest of the officeholder it is sometimes argued that an enforcement mechanism may exist to discipline politicians for failing to keep promises but without a specification of the mechanism it is not obvious that it would be in the interests of the

ghost house busters the electoral response to a large anti tax evasion program the incentives of political agents to enforce tax collection are key determinants of the levels of compliance we study the electoral response to the ghost buildings program a nationwide anti tax evasion policy in italy that used innovative monitoring technologies to target buildings hidden from tax authorities two million buildings were registered as a result of the program our difference in differences identification strategy exploits both variation across towns in the ex ante program scope to increase enforcement as well as administrative data on actual building registrations local incumbents experience an increase in their reelection likelihood as a consequence of the policy in addition these political returns are higher in areas with lower tax evasion tolerance and with higher speed of public good provision implying complementarity among enforcement policies the underlying tax culture and government efficiency

unwilling or unable to cheat evidence from a tax audit experiment in denmark this paper analyzes a tax enforcement field experiment in denmark in the base year a stratified and representative sample of over 40 000 individual income tax filers was selected for the experiment half of the tax filers were randomly selected to be thoroughly audited while the rest were deliberately not audited the following year threat of audit letters were randomly assigned and sent to tax filers in both groups we present three main empirical findings first using baseline audit data we find that the tax evasion rate is close to zero for income subject to third party reporting but substantial for self reported income since most income is subject to third party reporting the overall evasion rate is modest second using quasi experimental variation created by large kinks in the income tax schedule we find that marginal tax rates have a positive impact on tax evasion for self reported income but that this effect is small in comparison to legal avoidance and behavioral responses third using the randomization of enforcement we find that prior audits and threat of audit letters have significant effects on self reported income but no effect on third party reported income all these empirical results can be explained by extending the standard model of rational tax evasion to allow for the key distinction between self reported and third party reported income

economic policy uncertainty and unemployment in the united states a nonlinear approach we model us post wwii monthly data with a smooth transition var model and study the effects of an unanticipated increase in economic policy uncertainty on unemployment in recessions and expansions we find the response of unemployment to be statistically and economically larger in recessions a state contingent forecast error variance decomposition analysis confirms that the contribution of epu shocks to the volatility of unemployment at business cycle frequencies is markedly larger in recessions

a review of the stern review on the economics of climate change the stern review calls for immediate decisive action to stabilize greenhouse gases because the benefits of strong early action on climate change outweighs the costs the economic analysis supporting this conclusion consists mostly of two basic strands the first strand is a formal aggregative model that relies for its conclusions primari ly upon imposing a very low discount rate concerning this discount rate aspect i am skeptical of the review s formal analysis but this essay points out that we are actual ly a lot less sure about what interest rate should be used for discounting climate change than is commonly acknowledged the review s second basic strand is a more intuitive argument that it might be very important to avoid possibly large uncertain ties that are difficult to quantify concerning this uncertainty aspect i argue that it might be recast into sound analytical reasoning that might justify some of the review s conclusions the basic issue here is that spending money to slow global warming should perhaps not be conceptualized primarily as being about consump tion smoothing as much as being about how much insurance to buy to offset the small change of a ruinous catastrophe that is difficult to compensate by ordinary savings

multimarket amenity compensation and the behavior of the elderly recent studies have argued that compensation for amenities occurs in general in both labor and land markets see glenn c blomquist mark c berger and john p hoehn 1988 hereafter bbh as well as sherwin rosen 1979 donald r haurin 1980 and jennifer roback 1982 1988 if this is true desirable locations would be characterized ceteris paribus by some mix of higher rents and lower wages due to the influx of people demanding the consumption amenities this seemingly obvious point has important implications household valuations of location fixed amenities are systematically understated by studies that consider only the wage or rent compensation separately for example access to the central business district is valued in urban economics through the rent gradient yet highaccess cities will have lower overall wages than low access cities similarly wage studies valuing such amenities across labor markets understate the value of amenities by ignoring any rent compensation those authoring such single market studies have at least implicitly justified the approach with the notion that one first selects a labor market area finds a job then at a second stage chooses a location in that labor market finds a house such behavior is only rational under quite restrictive assumptions since one would not generally select a labor market independently of residence traits and housing costs and vice versa the multimarket amenity compensation hypothesis that amenities are priced in both land and labor markets has been assumed on theoretical grounds by various researchers interested in constructing quality of life indexes notably bbh and roback 1982 here we offer a test of the hypothesis relying on much of bbh s county data and results the test is of considerable interest in its own right as it yields several implications about the behavior and wellbeing of the retired these implications stem directly from the exit of the retired from the labor force the data employed and the nature of an appropriate test are discussed in section i which also presents the empirical results these results strongly support the contention that amenities are capitalized in both land and labor markets section ii concludes the note and presents some policy implications

gender interactions within hierarchies evidence from the political arena this paper studies gender interactions within hierarchical organizations using a large data set on the duration of italian municipal governments elected between 1993 and 2003 a municipal government can be viewed as a hierarchy whose stability over time depends on the degree of cooperation between and within ranks we find that in municipalities headed by female mayors the probability of early termination of the legislature is higher this result persists and becomes stronger when we control for municipality fixed effects as well as for non random sorting of women into municipalities using regression discontinuity in gender mixed electoral races decided by a narrow margin the likelihood that a female mayor survives until the end of her term is lowest when the council is entirely male and in regions with less favourable attitudes towards working women this evidence is suggestive that group dynamics are an important factor in driving the gender difference other interpretations receive less support in the data our results may provide an alternative explanation for the underrepresentation of women in leadership positions

optimal retention in agency problems this paper studies the interaction between a single long lived principal and a series of short lived agents in the presence of both moral hazard and adverse selection we assume that the principal can influence the agents behavior only through her choice of a retention rule this rule is further required to be sequentially rational i e no precommitment is allowed we provide general conditions under which equilibria exist where a the principal adopts a cut off rule under which agents are retained only when the reward they generate exceeds a critical bound and b agents separate according to type with better agents taking superior actions we show that in equilibrium a retained agent s productivity is necessarily declining over time but that retained agents are also more productive on average than untried agents due to selection effects finally we show that for each given type agents of that type are more productive in the presence of adverse selection than when there is pure moral hazard i e when that type is the sole type of agent in the model nonetheless adding uncertainty about agent types cannot benefit the principal except in uninteresting cases

page limits on economics articles evidence from two journals abstract over the past four decades the median length of the papers published in the top five economic journals has grown by nearly 300 percent we study the effects of a page limit policy introd

floodplain price impacts by property type in boulder county colorado condominiums versus standalone properties studies find various and often small or negligible impacts of floodplain designation on home sales prices in the united states calling into question the u s s national flood insurance program s nfip effectiveness at internalizing flood risk into the residential property market however studies also tend to focus only on standalone homes although a substantial portion of the u s housing market particularly within designated floodplains consists of condominiums single unit residences that are bundled with an ownership share in common property this study investigates the price impact of floodplain designation for condominiums and for standalone properties in boulder county colorado u s and finds a strong impact for condominiums but none for standalone properties results are consistent across hedonic price estimation and non parametric matching estimation numerous factors may contribute to this difference including differences in the pre transaction provision of flood insurance cost information and whether maintaining ongoing flood insurance is compulsory these results have implications for the nfip and offer insights for policy interventions for internalizing risks more generally they also caution against generalizing from the experience of the nfip without detailed consideration of the contexts and specific conditions in which it is applied

political jurisdictions in heterogeneous communities we investigate whether political jurisdictions form in response to the trade off between economies of scale and the costs of a heterogeneous population we consider heterogeneity in income race ethnicity and religion and we test the model using american school districts school attendance areas municipalities and special districts we find strong evidence of a trade off between economies of scale and racial heterogeneity we also find evidence of a trade off between economies of scale and income heterogeneity conversely we find little evidence that ethnic or religious heterogeneity shapes jurisdictions to clarify the direction of causality between heterogeneity and jurisdictions we exploit shocks to racial heterogeneity generated by the two world wars

google it up a google trends based uncertainty index for the united states and australia we develop uncertainty indices for the united states and australia based on freely accessible real time google trends data our google trends uncertainty gtu indices are found to be positively correlated to a variety of alternative proxies for uncertainty available for these two countries var investigations document an economically and statistically significant contribution to unemployment dynamics by gtu shocks in the united states in contrast the contribution of gtu shocks to unemployment dynamics in australia is found to be much milder and substantially lower than that of monetary policy shocks

the cost of regulation osha epa and the productivity slowdown the slowdown in productivity growth in the u s economy during the 1970 s has been a matter of great concern to policymakers associated as it is with inflation unemployment and declining real wage growth this paper examines the impact on productivity growth of government regulation specifically worker health and safety regulation by the occupational safety and health administration osha and environmental regulation by the environmental protection agency epa looking at data for 450 manufacturing industries between 1958 and 1978 the study finds a large negative relationship between such regulation and productivity growth using these results about 30 percent of the decline in productivity growth in manufacturing during the 1970 s may be attributed to such regulation several previous studies have looked at the contribution of regulation to the productivity slowdown many of these have inferred that the contribution must be small on the basis of the relatively small amount spent on complying with such regulations edward denison 1979 estimates that only about 16 percent of the productivity slowdown in the 1972 75 period was due to regulation 35 percentage points out of a slowdown of 2 17 percentage points paul portney 1981 notes that little of gnp is spent on pollution control under 2 percent concluding that therefore pollution regulations could have little effect on productivity growth norsworthy et al 1979 also find a small impact of pollution abatement capital expenditures on productivity growth studies based on econometric estimation of the regulation productivity relationship have found a wide range of results gregory christainsen and robert haveman 1981 find regulation reduced labor productivity growth by 27 percentage points using time series data and measures of total federal regulation robert crandall 1981 finds a strong relationship between pollution abatement capital and productivity growth but this relationship disappears when a measure of energy intensity is included robin siegel 1979 observes a significant contribution 5 percentage points from pollution control expenditures to the productivity slowdown for 1965 73 but not for later years finally frank gollop and mark roberts 1983 examine data for a set of electric utilities and find that regulation of emissions had a large impact on total factor productivity growth lowering it for regulated firms by 59 percentage points many other factors might help to explain the productivity slowdown including the rise in energy prices the long and severe recession and declines in research and development expenditures there have been a variety of studies examining the contributions of each factor to the slowdown they generally conclude that many factors contributed to the slowdown but that a sizable fraction of the slowdown remains unexplained by the estimated contributions of all the factors considered

cheating ourselves the economics of tax evasion no government can announce a tax system and then rely on taxpayers sense of duty to remit what is owed some dutiful people will undoubtedly pay what they owe but many others will not over time the ranks of the dutiful will shrink as they see how they are being taken advantage of by the others thus paying taxes must be made a legal responsibility of citizens with penalties attendant on noncompliance but even in the face of those penalties substantial tax evasion exists and always has the history of taxation is replete with episodes of evasion often notable for their inventiveness during the third century many wealthy romans buried their jewelry or stocks of gold coin to evade the luxury tax and homeowners in eighteenth century england temporarily bricked up their fireplaces to escape notice of the hearth tax collector webber and wildavsky 1986 p 141 this essay reviews what is known about the magnitude nature and determinants of tax evasion with an emphasis on the u s income tax alm 1999 andreoni erard and feinstein 1998 and slemrod and yitzhaki 2002 offer more comprehensive recent reviews of the literature it then places this information into a conceptual and policy context

wages rents and amenities differences among workers and regions what explains persistent regional earnings differences this paper argues that regional differences in amenities can account for the wage differences in contrast cost of living variations do not account for wage differences but actually exacerbate them this conclusion results from a model in which variations in rents and wages are equalizing differences for amenity differences empirical results are consistent with the model

health and amenity effects of global warming a somewhat warmer climate would probably reduce mortality in the united states and provide americans with valuable benefits regressions of death rates in washington dc and in some 89 urban counties scattered across the nation on climate and demographic variables demonstrate that warmer temperatures reduce deaths the results imply that a 2 5deg celsius warming would lower deaths in the united states by about 40 000 per year although the data on illness are poor the numbers indicate that warming might reduce medical costs by about 20 billion annually utilizing willingness to pay as a measure of preference this paper regresses wage rates for a few narrowly defined occupations in metropolitan areas on measures of temperature and size of city and finds that people prefer warm climates workers today would be willing to give up between 30 billion and 100 billion annually in wages for a 2 5deg c increase in temperatures

macroeconomic uncertainty indices based on nowcast and forecast error distributions abstract we propose new indices to measure macroeconomic uncertainty the indices measure how unexpected a realization of a representative macroeconomic variable is relative to the unconditional fo

fluctuations in uncertainty this review article tries to answer four questions i what are the stylized facts about uncertainty over time ii why does uncertainty vary iii do fluctuations in uncertainty matter and iv did higher uncertainty worsen the great recession of 2007 2009 on the first question both macro and micro uncertainty appears to rise sharply in recessions on the second question the types of exogenous shocks like wars financial panics and oil price jumps that cause recessions appear to directly increase uncertainty and uncertainty also appears to endogenously rise further during recessions on the third question the evidence suggests uncertainty is damaging for short run investment and hiring but there is some evidence it may stimulate longer run innovation finally in terms of the great recession the large jump in uncertainty in 2008 potentially accounted for about one third of the drop in gdp

contrasting rational and psychological analyses of political choice we contrast the rational theory of choice in the form of expected utility theory with descriptive psychological analysis in the form of prospect theory using problems involving the choice between political candidates and public referendum issues the results showed that the assumptions underlying the classical theory of risky choice are systematically violated in the manner predicted by prospect theory in particular our respondents exhibited risk aversion in the domain of gains risk seeking in the domain of losses and a greater sensitivity to losses than to gains this is consistent with the advantage of the incumbent under normal conditions and the potential advantage of the challenger in bad times the results further show how a shift in the reference point could lead to reversals of preferences in the evaluation of political and economic options contrary to the assumption of invariance finally we contrast the normative and descriptive analyses of uncertainty in choice and address the rationality of voting

do better paid politicians perform better disentangling incentives from selection the wage paid to politicians affects both the choice of citizens to run for office and the performance of those who are appointed first if skilled individuals shy away from politics because of higher opportunities in the private sector an increase in politicians pay may change their mind second if the re election prospects of incumbents depend on their in office deeds a higher wage may foster performance we use data on all italian municipal governments from 1993 to 2001 and test these hypotheses in a quasi experimental setup in italy the wage of mayors depends on population size and sharply rises at different thresholds we apply a regression discontinuity design to the only threshold that uniquely identifies a wage increase 5 000 inhabitants exploiting the existence of a two term limit we further disentangle the composition from the incentive component of the effect of the wage on performance our results show that a higher wage attracts more educated candidates and that better paid politicians size down the government machinery by improving efficiency importantly most of this effect is driven by the selection of competent politicians rather than by the incentive to be re elected

uncertainty shocks and unemployment dynamics in u s recessions abstract what are the effects of uncertainty shocks on unemployment dynamics we answer this question by estimating non linear smooth transition vars with post wwii u s data the relevance of uncertainty shocks is found to be much larger than that predicted by standard linear vars in terms of i magnitude of the reaction of the unemployment rate to such shocks and ii contribution to the variance of the prediction errors of unemployment at business cycle frequencies the ability of different classes of dsge models to replicate our results is discussed

market failure in information the national flood insurance program the national flood insurance program nfip was established in 1968 and requires mandatory flood insurance for property owners who have federally backed mortgages krutilla 1966 noted that a compulsory national flood insurance program could greatly improve the economic efficiency of flood plain occupancy in the united states however in order to realize the efficiency gains suggested by krutilla property owners must have sufficient information about flood risk and insurance premiums to make well informed home purchase decisions using survey data from boulder colorado we find significant evidence of market failure in information in the nfip program the majority of survey respondents all of whom live in a special flood hazard area report they did not fully understand the degree of flood risk or the cost of insuring against this risk when negotiating the purchase of their property

does federal disaster assistance crowd out flood insurance abstract we empirically analyze whether federal disaster aid crowds out household purchase of disaster insurance we combine data on annual household flood insurance purchases for the united states over the period 2000 2011 with data from the two main u s post disaster federal aid programs fema s individual assistance grants and sba s low interest disaster loans estimating both fixed effects and instrumental variable models to account for the endogeneity of disaster assistance grants we find that receiving individual assistance grants decreases the average quantity of insurance purchased the following year by between 4000 and 5000 the reduction we find is roughly 3 of the mean insurance coverage in the sample but larger than the average flood related ia grant in our sample which is 2984 ia is currently limited and larger grants could have different impacts the crowding out is on the intensive margin we find no impact on take up rates likely because there is a requirement that recipients of disaster aid purchase an insurance policy we do not know how take up rates might change without such a requirement low interest post disaster government loans have no systematic effect on insurance purchases

on the number and size of nations this paper studies the equilibrium determination of the number of countries in different political regimes and in different economic environments with more or less economic integration we focus on the trade off between the benefits of large jurisdictions and the costs of heterogeneity of large and diverse populations our model implies that i democratization leads to secessions ii in equilibrium one generally observes an inefficiently large number of countries iii the equilibrium number of countries is increasing in the amount of economic integration

the effects of fiscal stimulus evidence from the 2009 cash for clunkers program we evaluate the impact of the 2009 cash for clunkers program on short and medium run auto purchases our empirical strategy exploits variation across u s cities in ex ante exposure to the program as measured by the number of clunkers in the city as of summer 2008 we find that the program induced the purchase of an additional 370 000 cars in july and august 2009 however we find strong evidence of reversal high clunker counties bought fewer autos in the 10 months after the program expired which offset most of the initial purchases we find no evidence of an effect on employment house prices or household default rates in cities with higher exposure to the program jel codes h20 e62 copyright 2012 oxford university press

long term evidence of retrospective voting a natural experiment from the german democratic republic abstract the paper investigates long lasting electoral punishment decades of communist socialization and the repressive rule of a single party have left their left wing fingerprint on east germany in this paper we show that voters act rationally given negative life circumstances experienced under the rule of the communist party they display retrospective voting even decades later our insight is based on the analysis of 19 years of revealed and stated party preferences we argue that life at the border region to west germany was particularly hard and find that east german voters who lived close to the inner german border before the reunification of the two states are 5 9 percentage points less likely to lean toward the successor party to east germany s communists given that over the years roughly every fifth person has revealed preferences for the communists in the east this translates to over thirty percent reduction we confirm the preferences with administrative data the electoral punishment estimated at the district level amounts to a reduction of 1 3 percentage points of votes for the party

on modeling and interpreting the economics of catastrophic climate change with climate change as prototype example this paper analyzes the implications of structural uncertainty for the economics of low probability high impact catastrophes even when updated by bayesian learning uncertain structural parameters induce a critical tail fattening of posterior predictive distributions such fattened tails have strong im plications for situations like climate change where a catastrophe is theoretically possible because prior knowledge cannot place sufficiently narrow bounds on overall damages this paper shows that the economic consequences of fat tailed structural uncertainty along with unsureness about high temperature damages can readily outweigh the effects of discounting in climate change policy analysis

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

search and satisficing many everyday decisions are made without full examination of all available options and as a result the best available option may be missed we develop a search theoretic choice experiment to study the impact of incomplete consideration on the quality of choices we find that many decisions can be understood using the satisficing model of herbert simon 1955 most subjects search sequentially stopping when a satisficing level of reservation utility is realized we find that reservation utilities and search order respond systematically to changes in the decision making environment jel d03 d12 d83