who do we tip and why an empirical investigation an important question about social norms is whether they are created to increase welfare this is addressed by examining the characteristics of tipped and non tipped occupations tipping prevalence is negatively correlated with worker s income and consumer s monitoring ability and positively with consumer s income and closeness between the worker and the consumer the results refute a common belief that tipping exists to improve economic efficiency by lowering monitoring costs tipping however is more prevalent when consumers feel empathy and compassion for workers and want to show gratitude for good service suggesting that tipping might increase welfare if welfare includes psychological utility

crime rates and local labor market opportunities in the united states 1979 1997 the labor market prospects of young unskilled men fell dramatically in the 1980s and improved in the 1990s crime rates show a reverse pattern increasing during the 1980s and falling in the 1990s because young unskilled men commit most crime this paper seeks to establish a causal relationship between the two trends previous work on the relationship between labor markets and crime focused mainly on the relationship between the unemployment rate and crime and found inconclusive results in contrast this paper examines the impact of both wages and unemployment on crime and uses instrumental variables to establish causality we conclude that both wages and unemployment are significantly related to crime but that wages played a larger role in the crime trends over the last few decades these results are robust to the inclusion of deterrence variables controls for simultaneity and controlling for individual and family characteristics

robust optimization models for managing callable bond portfolios abstract a major sector of the bond markets is currently represented by instruments with embedded call options the complexity of bonds with call features coupled with the recent increase in volatility has raised the risks as well as the potential rewards for bond holders these complexities however make it difficult for the portfolio manager to evaluate individual securities and their associated risks in order to successfully construct bond portfolios traditional bond portfolio management methods are inadequate particularly when interest rate dependent cashflows are involved in this paper we integrate traditional simulation models for bond pricing with recent developments in robust optimization to develop tools for the management of portfolios of callable bonds two models are developed a single period model that imposes robustness by penalizing downside tracking error and a multi stage stochastic program with recourse both models are applied to create a portfolio to track a callable bond index the models are backtested using ex poste market data over the period from january 1992 to march 1993 and they perform constistently well

using regional variation in wages to measure the effects of the federal minimum wage the imposition of a national minimum wage standard provides a natural experiment in which the treatment effect varies across states depending on the fraction of workers initially earning less than the new minimum the author exploits this fact to evaluate the effect of the april 1990 increase in the federal minimum wage on teenagers wages employment and school enrollment comparisons of grouped and individual state data confirm that the rise in the minimum wage increased teenagers wages there is no evidence of corresponding losses in teenage employment or changes in teenage school enrollment

dynamic models for fixed income portfolio management under uncertainty abstract we develop multi period dynamic models for fixed income portfolio management under uncertainty using multi stage stochastic programming with recourse the models integrate the prescriptive stochastic programs with descriptive monte carlo simulation models of the term structure of interest rates extensive validation experiments are carried out to establish the effectiveness of the models in hedging against uncertainty and to assess their performance vis a vis single period models an application to tracking the salomon brothers mortgage index is reported with very encouraging results results that establish the efficacy of the models in hedging against out of sample scenarios are also reported for an application from money management the multi period models outperform classical models based on portfolio immunization and single period models

employment effects of minimum and subminimum wages panel data on state minimum wage laws using panel data on state minimum wage laws and economic conditions for the years 1973 89 the authors reevaluate existing evidence on the effects of a minimum wage on employment their estimates indicate that a 10 increase in the minimum wage causes a decline of 1 2 in employment among teenagers and a decline of 1 5 2 in employment for young adults similar to the ranges suggested by earlier time series studies the authors also find evidence that youth subminimum wage provisions enacted by state legislatures moderate the disemployment effects of minimum wages on teenagers

a stochastic programming approach to power portfolio optimization we consider a power portfolio optimization model that is intended as a decision aid for scheduling and hedging dash in the wholesale power market our multiscale model integrates the unit commitment model with financial decision making by including the forwards and spot market activity within the scheduling decision model the methodology is based on a multiscale stochastic programming model that selects portfolio positions that perform well on a variety of scenarios generated through statistical modeling and optimization when compared with several commonly used fixed mix policies our experiments demonstrate that the dash model provides significant advantages

the effect of the tipped minimum wage on employees in the u s restaurant industry according to federal law in 2013 employers can take a credit of up to 5 12 for tips received by workers in satisfying the minimum wage requirement of 7 25 this article uses interstate variation in laws regarding tip credits and minimum wages to identify the effects of reducing or eliminating the tip credit on employment hours and earnings in the u s restaurant industry using data from the quarterly census of employment and wages and the current population survey we find that a reduction in the tip credit increases weekly earnings but reduces employment in the full service restaurant industry and for tipped workers the results are robust to controls for spatial heterogeneity in employment trends and are supported by a series of falsification tests

concepts technical issues and uses of the russell yasuda kasai financial planning model this paper discusses technical aspects of the russell yasuda kasai financial planning model these include the models for the discrete distribution scenario generation processes for the uncertain parameters of the model the mathematical approach used to develop the infinite horizon end effects part of the model a comparison of algorithms used in the model s solution and a comparison of the multistage stochastic linear programming model with the previous technology static mean variance analysis experience and benefits of the model in yasuda kasai s financial planning process is also discussed

incentives and service quality in the restaurant industry the tipping service puzzle tipping is a significant economic activity tips in the us food industry alone amount to about 42 billion annually that was claimed to improve service quality and increase economic efficiency because it gives incentives to provide excellent service and therefore allows to avoid costly monitoring of workers the article suggests that this common wisdom might be wrong a simple model shows formally that tips can improve service only if they are sensitive enough to service quality empirical evidence suggests that tips are hardly affected by service quality nevertheless rankings of service quality by customers are very high the co existence of these two findings is denoted the tipping service puzzle and several possible explanations for it are offered

unemployment and labor force participation in the united states abstract this paper uses historical data from the united states to investigate the relationship between unemployment and labor force participation cointegration analysis supports a long run relationship between these two variables which leads us to question the empirical relevance of the unemployment invariance hypothesis for the united states

unemployment and labour force participation in sweden abstract this paper investigates the relationship between swedish unemployment and labour force participation cointegration analysis supports a robust long run relationship between the two variables this finding puts the empirical relevance of the unemployment invariance hypothesis into question

dynamic asset allocation for varied financial markets under regime switching framework asset allocation among diverse financial markets is essential for investors especially under situations such as the financial crisis of 2008 portfolio optimization is the most developed method to examine the optimal decision for asset allocation we employ the hidden markov model to identify regimes in varied financial markets a regime switching model gives multiple distributions and this information can convert the static mean variance model into an optimization problem under uncertainty which is the case for unobservable market regimes we construct a stochastic program to optimize portfolios under the regime switching framework and use scenario generation to mathematically formulate the optimization problem in addition we build a simple example for a pension fund and examine the behavior of the optimal solution over time by using a rolling horizon simulation we conclude that the regime information helps portfolios avoid risk during left tail events

a bank asset and liability management model in managing its assets and liabilities in light of uncertainties in cash flows cost of funds and return on investments a bank must determine its optimal trade off between risk return and liquidity in this paper we develop a multiperiod stochastic linear programming model alm that includes the essential institutional legal financial and bank related policy considerations and their uncertainties yet is computationally tractable for realistically sized problems a version of the model was developed for the vancouver city savings credit union for a 5 year planning period the results indicate that alm is theoretically and operationally superior to a corresponding deterministic linear programming model and that the effort required for the implementation of alm and its computational requirements are comparable to those of the deterministic model moreover the qualitative and quantitative characteristics of the solutions are sensitive to the model s stochastic elements such as the asymmetry of cash flow distributions we also compare alm with the stochastic decision tree sdt model developed by s p bradley and d b crane alm is computationally more tractable on realistically sized problems than sdt and simulation results indicate that alm generates superior policies

hysteresis in unemployment unemployment has risen sharply in a number of countries and it appears to be becoming more persistent the experience of the 1970s and 1980s showed that adverse unemployment shocks could have long lasting effects with very serious economic and social consequences a key mechanism producing these adverse consequences was hysteresis in unemployment whereby temporary rises in unemployment generated by supply and or demand shocks had permanent or at least very persistent effects clearly it is important to understand how hysteresis mechanisms might operate in order to avoid such adverse outcomes on the other hand experience during the subsequent two decades showed that under more favourable macroeconomic conditions it is possible to observe good hysteresis effects now is a very appropriate time to re visit the issue of hysteresis in unemployment in order to avoid the errors of the 1970s and 1980s and if possible to get hysteresis effects working in a positive direction copyright 2011 oxford university press

the effect of the minimum wage on the fast food industry using a longitudinal survey of fast food restaurants in texas the authors examine the impact of recent increases in the federal minimum wage on a low wage labor market less than 5 of fast food restaurants were using the new youth subminimum wage in july august 1991 even though the vast majority paid a starting wage below the new hourly minimum wage immediately before it became effective although some restaurants increased wages beyond the level needed to comply with higher minimum wages in both 1990 and 1991 those federal minimum wage increases greatly compressed the distribution of starting wages in the texas fast food industry two findings at variance with conventional predictions are that 1 employment increased more in those firms likely to have been most affected by the 1991 minimum wage increase than in other firms and 2 price changes were unrelated to mandated wage changes

scenario generation and stochastic programming models for asset liability management in this paper we develop and test scenario generation methods for asset liability management models we propose a multi stage stochastic programming model for a dutch pension fund both randomly sampled event trees and event trees fitting the mean and the covariance of the return distribution are used for generating the coefficients of the stochastic program in order to investigate the performance of the model and the scenario generation procedures we conduct rolling horizon simulations the average cost and the risk of the stochastic programming policy are compared to the results of a simple fixed mix model we compare the average switching behavior of the optimal investment policies our results show that the performance of the multi stage stochastic program could be improved drastically by choosing an appropriate scenario generation method

worker displacement and the added worker effect this article examines the added worker effect which is the labor supply response of wives to their husbands job losses unlike past studies which focused on the husbands current unemployment status this article analyzes wives responses before and after job losses to examine the life cycle labor supply adjustments using panel study of income dynamics data reveals small predisplacement effects and large persistent postdisplacement effects the timing of the responses differs with type of displacement possibly because of differences in the information acquired before job loss long run labor supply increases compensate for over 25 of the husbands lost income

risk aversion and co2 regulatory uncertainty in power generation investment policy and modeling implications abstract we consider a simulation of risk averse producers when making investment decisions in a competitive energy market who face uncertainty about future regulation of carbon dioxide emissions investments are made under regulatory uncertainty then the regulatory state is revealed and producers realize returns we consider anticipated taxes grandfathered permits and auctioned permits and show that some anticipated policies increase investment in the relatively dirty technology beliefs about the policy instrument that will be used to price carbon may be as important as certainty that carbon will be priced more generally a failure to consider risk aversion may bias policy analysis for the power sector

hysteresis in unemployment evidence from 48 u s states i introduction one central idea in macroeconomics is the equilibrium unemployment rate hypothesis 1 in many macroeconomic models which allow for some degree of price stickiness fluctuations in demand and supply may lead to deviations of the actual unemployment rate from its equilibrium value these deviations in turn trigger changes in the inflation rate there is nothing in the equilibrium unemployment rate literature which even vaguely suggests such a rate is constant indeed many studies have analyzed the factors which cause the equilibrium unemployment rate to change over time or across areas for example summers 1986 presents evidence of an increased normal u s unemployment rate since the mid 1960s and argues that this increase has in large part resulted from high and growing noncompetitive wage differentials barro 1988 addresses the issue of persistence of unemployment in various countries over a number of time periods and relates measures of persistence to variables that matter theoretically for the economy s speed of adjustment blanchard and summers 1986 1987 propose the so called hysteresis hypothesis of unemployment hysteresis is the term used to describe the long lasting influence of history on the natural rate a recession potentially has permanent effects if it changes attitudes and or characteristics of the unemployed and particularly the long term unemployed furthermore the latter may exert less pressure on the wage setting because they will become outsiders in the labor market the insiders union members or currently employed workers have much incentive to keep wages from falling 2 the hysteresis hypothesis of unemployment has important policy implications it suggests that high unemployment if left by itself may persist and continue to be a serious problem in the economy even in the long run this possibility leaves more room for active government policies to fight recessions and manage the economy the fact that the actual unemployment rate may not fluctuate around some natural rate suggests the possibility of nonstationarity in the unemployment series this relationship can be illustrated with a simple model from wyplosz 1987 or brunello 1990 consider the following phillips curve 1 mathematical expression omitted where p sub t is the current inflation rate e sub t i p sub t is the expected inflation rate of time t given information at time t 1 u sub t is the current unemployment rate mathematical expression omitted is the natural unemployment rate beta is the slope of the phillips curve and xi sub t is an error term the possibility of hysteresis arises when the natural rate is a function of past unemployment rates this can be expressed as follows 2 mathematical expression omitted where c and alpha are constants and zeta sub t is an error term substituting 2 into 1 yields 3 u sub t c alpha u sub t 1 epsilon sub t where epsilon sub t 1 beta e sub t 1 p sub t p sub t xi sub t zeta sub t hysteresis requires the parameter alpha in 3 to be equal to one 3 it implies that once disturbed the unemployment rate tends to wander around without returning to a mean value in this case the unemployment rate and also the natural rate contain a unit root in contrast when alpha is between zero and one the natural rate evolves towards its steady state level c 1 alpha and the weak version of the natural rate hypothesis holds as long as alpha is larger than zero there is persistence in unemployment rate in the sense that past unemployment affects the natural rate we however seek to test for the existence of hysteresis the extreme version of persistence finally when the parameter alpha equals zero the natural rate stays at a constant level c

is certainty in carbon policy better than uncertainty abstract uncertainty in the strictness of carbon policy can have significant impacts on power generating firms capacity investment decisions and market outcomes we investigate the effects of this policy uncertainty on firms expected profits consumers surplus and firms cost for reaching a co 2 emission target our results derived from a game theoretical model and applied to realistic data indicate that uncertainty in the carbon policy induces more capacity investments in fossil and renewable technologies we find that it is optimal for firms with higher risk aversion to invest more in renewable technologies than their less risk averse rivals for policy makers our results suggest counter intuitively that retaining the flexibility to update emission targets whilst causing uncertainty in the carbon policy is beneficial this is because it provides higher expected consumer surplus and lower expected electricity price power generating firms are also better off under the policy uncertainty by having lower expected costs for reaching the emission goal and higher expected profits when firms risk aversions are low these results support the approach employed in european power markets to periodically update the co 2 emission cap depending on the prevailing circumstances rather than having certainty in the decrements of the caps over a longer time horizon our insights can help policy makers and firms to make better decisions by understanding how carbon policy uncertainty impacts the optimal capacity investments and how these investments might depend on the firms heterogeneity in risk aversion

the informational value of unemployment statistics a note on the time series properties of participation rates abstract using a battery of unit root tests we show that labor force participation rates in australia canada and the u s are non stationary this implies that great care is needed before unemployment rates are used as measures of joblessness

minimum wages and tipped servers tips allow restaurants to pay servers lower wages as more servers are hired each serves fewer meals and earns less in tips as a result restaurants must pay a higher wage this gives them monopsony power over wages over some range a higher minimum wage should increase employment empirically we found the full reverse c monopsony pattern of employment for restaurants with employment first going up and then down as the minimum wage is increased

baby booms and drug busts trends in youth drug use in the united states 1975 2000 are there agglomeration economies in crime the positive correlation between city size and crime rates is well known this paper establishes a positive relationship between youth cohort size and marijuana use rates it further demonstrates a negative association between youth cohort size and marijuana prices youth drug possession arrest rates and both overall and youth sales arrest rates cohort size affects demand by lowering possession arrest probabilities but this factor explains less than 10 percent of the relationship the main effect shown here accounting for at least a quarter of the relationship is on the supply of marijuana larger youth cohorts yield thicker drug markets that through lower sales arrest risk and informational economies generate cost savings in drug distribution

do people tip because of psychological or strategic motivations an empirical analysis of restaurant tipping one of the most interesting and central questions about tipping is why people tip the two major potential reasons are strategic behaviour aimed to ensure good future service and social psychological motivations data on tipping behaviour suggests that there is no positive effect of patronage frequency on the sensitivity of tips to service quality this implies that people tip only because of social and psychological motivations and not because of strategic reasons and future service considerations

some empirical evidence on the discouraged worker effect abstract this note produces empirical evidence on the existence of a significant discouraged worker effect in us data namely on the tendency for groups of secondary workers to move in and out of the labor force with the business cycle looking for jobs when these are available while giving up job search during recessions by focusing on the behavior of the not in the labor force series as well as of two of its segments going to school and keeping house at the business cycle frequencies both in the aggregate and for a number of age sex groups the series display a clear counter cyclical pattern thus lending support to the discouraged worker notion

decision model and analysis for investment interest expense deduction and allocation abstract investment income tax planning requires informed strategic choices one must determine the amount of qualified dividends and net long term capital gain to be included in investment income against which investment interest expense can be deducted this choice also determines the residual qualified dividends and net long term capital gain which enjoy a reduced tax rate another important decision is whether all or some of this interest expense should be deducted in the current year or carried forward this paper puts forward a new approach to formulate these questions as a generalized resource allocation problem which permits analysis of the interdependence between and the tax consequences of the above decisions the commonly used approach deducting investment interest expense sooner rather than later we consider myopic since the benefit of deferring some of the deduction is not leveraged presented here is a tax planning guideline a necessary and sufficient condition for optimality to realize a more forward looking strategy we also show that for certain income structures the tax savings by deducting a one dollar investment interest expense may be more than the tax rate on the dollar of investment income that is offset

the performance of stochastic dynamic and fixed mix portfolio models the purpose of this paper is to demonstrate how to evaluate stochastic programming models and more specifically to compare two different approaches to asset liability management the first uses multistage stochastic programming while the other is a static approach based on the so called constant rebalancing or fixed mix particular attention is paid to the methodology used for the comparison the two alternatives are tested over a large number of realistic scenarios created by means of simulation we find that due to the ability of the stochastic programming model to adapt to the information in the scenario tree it dominates the fixed mix approach

hysteresis vs natural rate of unemployment new evidence for oecd countries abstract the paper tests hysteresis effects in unemployment using panel data for 19 oecd countries we apply a sequential procedure based in two multivariate augmented dickey fuller test adf type panel unit root tests in a sure framework we strongly reject the joint null of hysteresis and find that only seven countries present evidence of hysteresis

labor force participation rates and the informational value of unemployment rates evidence from disaggregated us data the informational value of the aggregate us unemployment rate has recently been questioned because of a unit root in the labor force participation rate the lack of mean reversion implies that long