building criminal capital behind bars peer effects in juvenile corrections this paper analyzes the influence that juvenile offenders serving time in the same correctional facility have on each other s subsequent criminal behavior the analysis is based on data on over 8 000 individuals serving time in 169 juvenile correctional facilities during a two year period in florida these data provide a complete record of past crimes facility assignments and arrests and adjudications in the year following release for each individual to control for the non random assignment to facilities we include facility fixed effects thereby estimating peer effects using only within facility variation over time we find strong evidence of peer effects for various categories of theft burglary and felony drug and weapon crimes the influence of peers primarily affects individuals who already have some experience in a particular crime category we also find evidence that peer effects are stronger in smaller facilities and that the predominant types of peer effects differ in residential versus non residential facilities effects in the latter are consistent with network formation among youth serving time close to home

urban poverty and juvenile crime evidence from a randomized housing mobility experiment this paper uses data from a randomized housing mobility experiment to study the effects of relocating families from high to low poverty neighborhoods on juvenile crime outcome measures come from juvenile arrest records taken from government administrative data our e ndings seem to suggest that providing families with the opportunity to move to lower poverty neighborhoods reduces violent criminal behavior by teens

weak instruments diagnosis and cures in empirical econometrics what is the weak instruments wi problem and what causes it universal agreement does not exist on these questions we define weak instruments by two features i two stage least squares 2sls analysis is badly biased toward the ordinary least squares ols estimate and alternative unbiased estimators such as limited information maximum likelihood liml may not solve the problem and ii the standard first order asymptotic distribution does not give an accurate framework for inference thus a researcher may estimate bad results and not be aware of the outcome the cause of wi is often stated to be a low r or f statistic of the reduced form equation in the most commonly occurring situation of one right handside endogenous variable we find the situation is more complex with an additional factor the correlation between the stochastic disturbances of the structural equation and the reduced form that needs to be taken into account we discuss in this paper a specification test hahn and hausman 2002a for wi a caution against using no moments estimators such as liml in the wi situation and suggestions for different estimators an approach to inference of frank kleibergen 2002 for wi we end with a caution of how small biases can become large biases in the wi situation we begin with the limited information structural model under the assumptions of hausman 1983

social interaction effects in disability pension participation evidence from plant downsizing we estimate the magnitude of social interaction effects in disability pension participation among older workers in norway the problem of omitted variable bias is addressed using the exposure of an individual s neighbors to plant downsizing events as an instrument for the disability entry rate among the individual s previously employed neighbors our instrumental variable iv estimates suggest that an increase of one percentage point in the participation rate of previously employed neighbors increased the subsequent four year entry rate of older workers by about 0 4 percentage points numerous robustness and specification tests appear to support the validity of the identifying assumption in our iv strategy

moving to opportunity in boston early results of a randomized mobility experiment this paper examines the short run impacts of a change in residential neighborhood on the well being of low income families using evidence from a program in which eligibility for a housing voucher was determined by random lottery we examine the experiences of households at the boston site of moving to opportunity mto a demonstration program in five cities families in high poverty public housing projects applied to mto and were assigned by lottery to one of three groups experimental offered mobility counseling and a section 8 subsidy valid only in a census tract with a poverty rate of less than 10 percent section 8 comparison offered a geographically unrestricted section 8 subsidy or control offered no new assistance but continued to be eligible for public housing our quantitative analyses of program impacts uses data on 540 families from a baseline survey at program enrollment a follow up survey administered l to 3 5 years after random assignment and state administrative data on earnings and welfare receipt 48 percent of the experimental group and 62 percent of the section 8 comparison group moved through the mto program one to three years after program entry families in both treatment groups were more likely to be residing in neighborhoods with low poverty rates and high education levels than were families in the control group however while members of the experimental group were much more likely to be residing in suburban communities than were those in the section 8 group the lower program take up rate among the experimental group resulted in more families remaining in the most distressed communities households in both treatment groups experienced improvements in multiple measures of well being relative to the control group including increased safety improved health among household heads and fewer behavior problems among boys experimental group children were also less likely to be a victim of a personal crime to be injured or to experience an asthma attack there are no significant impacts of either mto treatment on the employment earnings or welfare receipt of household heads in the first three years after random assignment

the rise in the disability rolls and the decline in unemployment between 1984 and 2001 the share of nonelderly adults receiving social security disability insurance income di rose by 60 percent to 5 3 million beneficiaries rapid program growth despite improving aggregate health appears to be explained by reduced screening stringency declining demand for less skilled workers and an unforeseen increase in the earnings replacement rate we estimate that the sum of these forces doubled the labor force exit propensity of displaced high school dropouts after 1984 lowering measured u s unemployment by one half a percentage point steady state calculations augur a further 40 percent increase in the rate of di receipt

crime and social interactions the high variance of crime rates across time and space is one of the oldest puzzles in the social sciences this variance appears too high to be explained by changes in the exogenous costs and benefits of crime we present a model where social interactions create enough covariance across individuals to explain the high cross city variance of crime rates this model provides an index of social interactions which suggests that the amount of social interactions is highest in petty crimes moderate in more serious crimes and almost negligible in murder and rape

an economic model of welfare stigma perhaps the most basic assumption of the economic theory of consumer demand is that more is better than less virtually all of the major propositions of consumer theory can in a certain sense be derived from the assumption that goods are good interestingly however this tenet seems to be violated by the behavior of many individuals in the low income population for many turn out to be eligible for a positive welfare benefit but do not in fact join the welfare rolls for example it has been estimated that in 1970 only about 69 percent of the families eligible for afdc aid to families with dependent children participated in the program see richard michel 1980 the corresponding percentage for afdc u the program for which families with an unemployed male are eligible was only 43 percent and the participation rate in the food stamp program was only 38 percent see maurice mcdonald 1977 this phenomenon has puzzled many investigators because such individuals do not locate on the boundaries of their budget sets consequently most investigators ignore the problem when studying the effects of welfare programs on behavior in this paper this seemingly irrational rejection of an increase in income is modeled as resulting from welfare stigma that is from disutility arising from participation in a welfare program per se 1 the existence of stigma has been amply documented in the sociological literature patrick horan and patricia austin 1974 lee rainwater 1979 where interviews of recipients have often uncovered feelings of lack of self respect and negative self characterizations from participation in welfare nevertheless this phenomenon has not been modeled and many questions consequently remain when is the disutility of participation strong enough to prevent participation shouldn t we expect individuals to weigh the disutility of participation against the potential benefit in their decisions what is the elasticity of participation with respect to the potential benefit also in a slightly different vein how are the work disincentives of welfare affected by stigma these questions have been given scant attention by economists yet they are crucial for our ability to predict the impact of various welfare programs on the lowincome population here these questions are addressed by modeling nonparticipation as a utility maximizing decision the model is developed and estimated for the afdc program 2 the model posits an individual utility function containing not just disposable income but

disability insurance benefits and labor supply a critical input for assessing the optimal size of disability insurance programs is the elasticity of labor force participation with respect to the generosity of benefits unfortunately this parameter has been difficult to estimate in the context of the u s disability insurance program since all workers face an identical benefits schedule i surmount this problem by studying the experience of canada which operates two distinct disability insurance programs for quebec and for the rest of canada the latter program raised its benefits by 36 percent in january 1987 whereas benefits in quebec were constant i find a sizable labor supply response to the policy change my central estimates imply an elasticity of labor force nonparticipation with respect to disability insurance benefits of 0 28 0 36

understanding welfare stigma taxpayer resentment and statistical discrimination abstract welfare stigma is widely regarded to be of central importance in understanding the impact of welfare programs in their goal of alleviating poverty it affects both the decision to take up benefits and the well being of those who actually do this paper develops alternative models of the determinants of welfare stigma we identify two views a statistical discrimination approach and a taxpayer resentment view we discuss how each may be formalized and derive their implications we then examine what they imply about the relationship between stigma and program design

how destructive is creative destruction effects of job loss on job mobility withdrawal and income we analyze short and long term effects of worker displacement our sample consists of male workers displaced from norwegian manufacturing plants we find that displacement increases the probability of leaving the labor force by 31 the drop out rate from the labor force is particularly high in the first years following displacement the average earnings effects for those who remain in the labor force are moderate a 3 loss relative to non displaced workers after seven years splitting displaced workers on within and between firm movers we find that the estimated earnings loss is entirely driven by between firm movers who experience a 3 6 loss transfers to other plants within multi plant firms upon displacement are quite common our results support the view that human capital is partly firm specific and partly industry specific we find no evidence suggesting that human capital is plant specific

the growth in the social security disability rolls a fiscal crisis unfolding the u s social security disability insurance di program has grown dramatically over the last 20 years in size and expense this growth poses significant risks to the finances of the di program and the broader social security system and raises troubling questions as to whether the program is being misused by claimants this article first provides an overview of the disability insurance program describing who qualifies for the program how an individual applies for benefits and how the level of benefits is determined next we summarize the factors responsible for the growth in the di rolls and discuss how the characteristics of di recipients have changed as a result we then explore the extent of moral hazard in the di program and the effectiveness of the screening process in distinguishing meritorious from nonmeritorious claims finally we identify the challenges that the di program creates for social security finances and social security reform and discuss potential reforms to the di program

discrete choice with social interactions this paper provides an analysis of aggregate behavioural outcomes when individual utility exhibits social interaction effects we study generalized logistic models of individual choice which incorporate terms reflecting the desire of individuals to conform to the behaviour of others in an environment of noncooperative decisionmaking laws of large numbers are generated in such environments multiplicity of equilibria in these models which are equivalent to the existence of multiple self consistent means for average choice behaviour will exist when the social interactions exceed a particular threshold local stability of these multiple equilibria is also studied the properties of the noncooperative economy are contrasted with the properties of an economy in which a social planner determines the set of individual choices finally a likelihood function based on the theoretical model is given and conditions for the econometric identifiability of the model are established

competitive strategy and flexible manufacturing new dimensions in high technology venture based economic development abstract the recent proliferation of high technology venture based economic development beyond the well established research centers of santa clara s silicon valley boston s route 128 and carolina s research triangle has raised important questions concerning the demands placed on a facility s location by a modern high technology firm historical arguments promoted the idea that venture capital opportunities intertwined with skilled engineering and professional networks all propelled by the advanced technology spin offs of major research universities and neighboring firms were necessary both to attract and to retain existent high technology enterprises and incubate new start up ventures yet current empirical research suggests that these oft cited infrastructure requirements that fueled the technopoli high technology centers are inadequate in their ability to explain the spatial tendencies and location behavior of modern technologybased enterprises accordingly we argue that in order to more fully understand the economic dynamics of technology development it is important to consider carefully the implications of competitive strategy and recent advances in manufacturing technology utilizing an empirically derived typology of competitive strategy for high technology firms we investigated the linkages between strategy and community infrastructure requirements at both the regional and site specific levels of analysis we also examined the impact of flexible manufacturing technologies on both actual and anticipated location behavior to develop a relevant typology of competitive strategy for high technology ventures we incorporated elements of three important dimensions that frame a corporation s overall strategy manufacturing strategy technology strategy and market strategy using a cluster analytic technique three generic competitive strategy types were established technology mills technology specialists and technology mass producers further statistical analyses indicated that these three strategies had significantly different infrastructure requirements at both the broad community level and the specific site level in addition firms employing more flexible manufacturing technologies appeared to have very different spatial tendencies and were more likely to shift production between various facilities the results of this study have important implications at two levels for high technology economic development strategies and for corporate strategies for the economic development officer or community planner especially those involved with smaller communities without the vast and complex infrastructure of a silicon valley this study suggests that a productive economic development strategy would be one that takes a relatively focused approach these communities should encourage infrastructure development provide appropriate government incentives and establish community marketing plans by targeting firms with competitive strategies that value the type of infrastructure inputs the community can provide for the corporate strategist this study underlies the importance of closely integrating the location decision with the firm s overall competitive strategy matching plant location with strategic thrust is often overlooked by corporations in their misplaced desire to simply find a low cost solution

network effects and welfare cultures we empirically examine the role of social networks in welfare participation using data on language spoken at home to better infer networks within an area our empirical strategy asks whether being surrounded by others who speak the same language increases welfare use more for those from high welfare using language groups this methodology allows us to include local area and language group fixed effects and to control for the direct effect of being surrounded by one s language group these controls eliminate many of the problems in previous studies the results strongly confirm the importance of networks in welfare participation

the role of information and social interactions in retirement plan decisions evidence from a randomized experiment this paper analyzes a randomized experiment to shed light on the role of information and social interactions in employees decisions to enroll in a tax deferred account tda retirement plan within a large university the experiment encouraged a random sample of employees in a subset of departments to attend a benee ts information fair organized by the university by promising a monetary reward for attendance the experiment multiplied by more than e ve the attendance rate of these treated individuals relative to controls and tripled that of untreated individuals within departments where some individuals were treated tda enrollment e ve and eleven months after the fair was signie cantly higher in departments where some individuals were treated than in departments where nobody was treated however the effect on tda enrollment is almost as large for individuals in treated departments who did not receive the encouragement as for those who did we provide three interpretations differential treatment effects social network effects and motivational reward effects to account for these results

the welfare implications of increasing disability insurance benefit generosity abstract in order to evaluate whether workers are over or under insured through the disability insurance di program we develop a framework that allows us to simulate the benefits as well as the costs associated with marginal changes in payment generosity from a representative cross sectional sample of the population under the assumption that individuals are reasonably risk averse we find that the typical worker would value increased benefits somewhat above the average costs of providing them however whether the benefit increases tend to lower or raise utility when we average across all individuals in our sample is sensitive to assumptions that affect the relative marginal utility of income to disabled individuals

organizational change absenteeism and welfare dependency based on norwegian register data we set up a multivariate mixed proportional hazard model mmph to analyze nurses pattern of work sickness absence nonemployment and social insurance dependency from 1992 to 2000 and how that pattern was affected by workplace characteristics the model is estimated by means of the nonparametric maximum likelihood estimator npmle we find that downsizing processes involve a significant increase in the level of sickness absence among still employed nurses they also cause a significant increase in the probability of entering into more long lasting health related social insurance dependency

takeup social multipliers and optimal social insurance abstract this paper examines the optimal provision of unemployment insurance ui in a framework that accounts for behavioral responses along both the intensive and extensive margins two formulations of takeup are considered in the first individuals face a takeup cost that is exogenous in the second the cost depends endogenously on the takeup rate such endogenous costs to takeup lead to a social multiplier a reduced form parameter summarizing the strength of social interactions this paper derives a formula for the optimal replacement rate in terms of the takeup and duration elasticities and the social multiplier the formula is applied by estimating the social multiplier using policy variation in ui benefit levels the results suggest that social multiplier effects account for 35 of the total effect of ui on takeup and yield an optimal replacement rate around 60 of pre unemployment wages 20 higher than previous estimates

the social multiplier aggregate data is often used to make inferences about individual level behavior if there are social interactions in which one person s actions influence his neighbor s incentives or information then these inferences are inappropriate the presence of positive social interactions or strategic complementarities implies the existence of a social multiplier where aggregate relationships will overstate individual elasticities we present a brief model and then estimate the size of the social multiplier in three areas the impact of education on wages the impact of demographics on crime and group membership among dartmouth roommates in these contexts there is a significant social multiplier jel ho jo co

identification of endogenous social effects the reflection problem this paper examines the reflection problem that arises when a researcher observing the distribution of behaviour in a population tries to infer whether the average behaviour in some group influences the behaviour of the individuals that comprise the group it is found that inference is not possible unless the researcher has prior information specifying the compisition of reference groups if this information is available the prospects for inference depend critically on the population relationship between the variables defining reference groups and those directly affecting outcomes inference is difficult to implossible if these variables are functionally dependent or are statistically independent the prospects are better if the variables defining reference groups and those directly affecting outcomes are moderately related in the population

networks or neighborhoods correlations in the use of publicly funded maternity care in california abstract this study focuses on network effects in the utilization of publicly funded prenatal care using vital statistics data from california for 1989 2000 networks are defined using 5 digit zip codes and a woman s racial or ethnic group like others we find evidence that the use of public programs is highly correlated within groups defined using race ethnicity and neighborhoods these correlations persist even when we control for many unobserved characteristics by including zip code year fixed effects and when we focus on the interaction between own group behavior and measures of the potential for contacts with other members of the group contact availability however the richness of our data allows us to go further and to conduct several tests of one important hypothesis about networks that the estimated effects represent information sharing within groups the results cast doubt on the idea that the observed correlations can be interpreted as evidence of information sharing in particular we find estimated effects to be as large or larger among women who have previously used the program as among first time users

the impact of economic conditions on participation in disability programs evidence from the coal boom and bust abstract we examine the impact of the coal boom of the 1970 s and the coal bust of the 1980 s on disability program participation these shocks provide clear evidence that as the value of labor market participation increases disability program participation falls for the disability insurance program the elasticity of payments with respect to local earnings is between 0 3 and 0 4 and for supplemental security income the elasticity is between 0 4 and 0 7 consistent with a model where qualifying for disability programs is costly the relationship between economic conditions and program participation is much stronger for permanent than for transitory economic shocks

neighborhood effects on crime for female and male youth evidence from a randomized housing voucher experiment the moving to opportunity mto demonstration assigned housing vouchers via random lottery to public housing residents in five cities we use the exogenous variation in residential locations generated by mto to estimate neighborhood effects on youth crime and delinquency the offer to relocate to lower poverty areas reduces arrests among female youth for violent and property crimes relative to a control group for males the offer to relocate reduces arrests for violent crime at least in the short run but increases problem behaviors and property crime arrests the gender difference in treatment effects seems to reflect differences in how male and female youths from disadvantaged backgrounds adapt and respond to similar new neighborhood environments

monetary policy rules targets and shocks the proper conduct of monetary policy is now once again wide open to discussion an immediate practical controversy concerns the role of central banks in recovery from the world depression underlying that debate are some unresolved fundamental issues regarding the responsibilities goals targets and operating procedures of central banks monetarism won the hearts and minds of many economists and most central bankers in the 1970s now it seems to be losing adherents and influence partly because it is blamed for the severe depression partly because regulatory institutional and technological changes have altered the meanings and velocities of monetary aggregates last summer chairman volcker and his federal reserve colleagues suspended their monetarist targets to almost universal relief the severity of the recession the international debt crisis and the pace of change in financial structure were all good reasons it is doubtful though possible that money stock targets will regain their previous status if not what philosophy of monetary control what framework for the conduct of policy will replace them a host of monetary architects are ready to fill the vacuum some would restore the gold standard or make paper money convertible into other commodities some would replace intermediate monetary aggregates with other targets the monetary base nominal gnp or final sales total domestic credit price indexes or their rates of change exchange rates some advocate irrevocable commitment to announced

the effects of class size on student achievement new evidence from population variation abstract i identify the effects of class size on student achievement using longitudinal variation in the population associated with each grade in 649 elementary schools i use variation in class size driven by idiosyncratic variation in the population i also use discrete jumps in class size that occur when a small change in enrollment triggers a maximum or minimum class size rule the estimates indicate that class size does not have a statistically significant effect on student achievement i rule out even modest effects 2 to 4 percent of a standard deviation in scores for a 10 percent reduction in class size

social interactions and schooling decisions abstract the aim of this paper is to study whether a child s schooling choices are affected by the schooling choices of other children identification is based on a randomized targeted intervention that grants a cash subsidy conditional on school attendance to a subgroup of eligible children within small rural villages in mexico progresa this policy change spills over to ineligible children if social interactions are relevant results indicate that the eligible children tend to attend school more frequently and the ineligible children acquire more schooling when the subsidy is introduced in their local village moreover the overall effect of progresa on eligible children is the sum of a direct effect due to cash transfers and an indirect effect due to changes in peer group schooling interestingly the social interactions effect is almost as important as the direct effect