understanding heterogeneous preferences in random utility models a latent class approach a finite mixture approach toconditional logit models is developed in whichlatent classes are used to promoteunderstanding of systematic heterogeneity the model is applied to wilderness recreationin which a branded choice experiment involvingchoice of one park from a demand system wasadministered to a sample of recreationists the basis of membership in the classes orsegments in the sample involved attitudinalmeasures of motivations for taking a trip aswell as their stated preferences overwilderness park attributes the econometricanalysis suggested that four classes of peopleexist in the sample using the model toexamine welfare measures of some hypotheticalpolicy changes identified markedly differentwelfare effects than the standard singlesegment model and provided insight into thedifferential impact of alternative policies

separability partial demand systems and consumer s surplus measures abstract in practice complete demand systems are not estimated rather either an incomplete demand system is estimated or separability is invoked and a partial demand system is estimated this paper considers the relationship between the conventional compensating variation equivalent variation and the corresponding welfare measure that can be derived from a partial demand system and the current budget allocation to the separable group even assuming the separability assumption invoked is appropriate these partial measures provide in general only a limited amount of information about the compensating variation and no information about the equivalent variation great care is therefore needed when using partial welfare measures to evaluate policy

two nested constant elasticity of substitution models of recreational participation and site choice an alternatives model and an expenditures model two demand modelsof recreational participation and s ite choice are developed an alternatives model and an expenditures model both assume maximization of utility over the year so allow for diminishing marginal utility they do not impose the restrictive assumption that where one goes on a trip isindependent of where one plansto go on other occas ions es timation iswith a nes ted constant elasticity of substitution preference ordering it is relatively easy to estimate because of global regularity it allowss itesto be complements and it hasthe potential to be locally flexible the application is to atlantic salmon fishing

spatial boundaries and choice set definition in a random utility model of recreation demand we are concerned with the definition of choice set used in random utility models of recreation demand in particular we are concerned with the spatial boundaries used to define choice sets in this paper using a model of day trip fishing in maine we examine the sensitivity of parameter and welfare estimates to changes in the spatial boundary we find that there exists some threshold distance beyond which adding more sites to the choice set has negligible effects on the estimation results

a repeated nested logit model of atlantic salmon fishing participation and site choice for atlantic salmon fishing are modeled in the context of a repeated three level nested logit model consumer s surplus measures are derived for different levels of species availability in the penobscot river the most important salmon river in new england for comparison six other travel cost models are estimated these include restrictive cases of the nested logit model a partial demand model and two single site demand models comparisons across these models indicate the importance of modeling the participation decision including income effects and of adopting a nested logit structure rather than a single level logit structure

static modeling of dynamic recreation behavior implications for prediction and welfare estimation abstract this paper examines the consequences of using a static model of recreation trip taking behavior when the underlying decision problem is dynamic specifically we examine the implications for trip forecasting and welfare estimation using a panel dataset of lake michigan salmon anglers for the 1996 and 1997 fishing seasons we derive and estimate both a structural dynamic model using bellman s equation and a reduced form static model with trip probability expressions mimicking those of the dynamic model we illustrate an inherent identification problem in the reduced form model that creates biased welfare estimates and we discuss the general implications of this for the interpretation of preference parameters in static models we then use both models to simulate trip taking behavior and show that although their in sample trip forecasts are similar their welfare estimates and out of sample forecasts are quite different

the demand for site specific recreational activities a characteristics approach abstract a model of constrained utility maximizing behavior is developed to explain how a representative individual allocates his ski days among alternative sites the physical characteristics of the ski areas and the individual s skiing ability are explicit arguments in the utility function the budget allocation is given along with the parametric costs to ski including travel costs entrance fees equipment costs and the opportunity cost of his time shares a site s share being the proportion of ski days that the individual spends at that site are derived and assumed multinomially distributed a stochastic specification which maintains the inherent properties of the shares maximum likelihood estimation confirms the basic hypothesis that costs ability and characteristics all are important determinants of the sites shares the model explains a large proportion of the skier s allocation of ski days a multinomial logit model of skier behavior is also developed and maximum likelihood estimates of its parameters are obtained examination of the summary statistics from my model and the logit model indicates that my model predicts the skier s choice of sites better than the logit model

the effect of taxes on labour in efficiency wage models abstract this paper analyses the effects of labour taxation on wage and employment in a moral hazard efficiency wage model where effort is a continuous variable and workers are risk averse in the model examined ad valorem and specific taxes on labour do not have the same consequences on the real wage both taxes have a negative effect on employment but the imposition of a specific tax causes an increase in the net real wage including firms to raise the quality of their workers these results are compared with those obtained in other versions of the shirking efficiency wage model

estimation and welfare analysis with large demand systems we develop an approach for estimating individual or household level preferences for a large set of quality differentiated goods and for constructing hicksian welfare measures within the demand system framework our approach uses a maximum simulated likelihood procedure to recover estimates of the structural parameters and a multistage monte carlo markov chain algorithm for constructing hicksian consumer surplus estimates we illustrate our approach with a recreation dataset consisting of day trips to 62 mid atlantic beaches

the equilibrium effort wage elasticity in efficiency wage models abstract it has been objected that the equilibrium effort wage elasticity of unity in the standard efficiency wage model is quite high and that many of the results in the efficiency wage theory depend critically on the existence of some region of increasing returns of work effort to wages these two objections do not appear in the presence of fixed employment costs which e g implies that the equilibrium effort wage elasticity is less than unity finally some comparative static results are derived

utility in willingness to pay space a tool to address confounding random scale effects in destination choice to the alps we compare two approaches for estimating the distribution of consumers willingness to pay wtp in discrete choice models the usual procedure is to estimate the distribution of the utility coefficients and then derive the distribution of wtp which is the ratio of coefficients the alternative is to estimate the distribution of wtp directly we apply both approaches to data on site choice in the alps we find that the alternative approach fits the data better reduces the incidence of exceedingly large estimated wtp values and provides the analyst with greater control in specifying and testing the distribution of wtp copyright 2008 oxford university press

choice set formation for outdoor destinations the role of motivations and preference discrimination in site selection for the management of public expenditures on protected areas effective public expenditure currently dominates the management focus of many protected areas this calls for explicit modeling of constraints and motivations that respectively obstruct and stimulate visits to selected outdoor destinations choice set formation is the result of screening and or inclusion of specific sites alternatives to form the set of sites considered in real choices evidence shows that the omission of a structural representation of choice set formation is harmful to econometric inference yet the literature has largely ignored the underlying behavioral phenomenon we show using a discrete choice experiment involving selection among seven recreational sites in an italian national park that choice set formation is behaviorally relevant even after controlling for preference discrimination motivations why visit are important determinants of preliminary site screening for choice set inclusion as well as site selection justifying the additional value of such modeling extension

the opportunity cost of travel time as a noisy wage fraction few issues are more important to welfare estimation with recreation demand models than the specification of the opportunity cost of travel time the two most common approaches to specifying this cost treat it as a fixed fraction of the recreationist s wage and either estimate the fraction done infrequently or assume it takes some value done commonly with references to results from the commute time literature used to justify the latter however these approaches lack firm conceptual rationales and the consequences of using them are not fully understood recognizing that information limitations often preclude more general approaches we use a joint recreation travel labor supply model to show that under relatively modest assumptions the opportunity cost of travel time can be expressed as a wage fraction with noise this formulation is straightforward to implement as part of random parameters based recreation demand models we then evaluate the welfare consequences of using the two approaches noted above which are special cases of the noisy wage fraction specification our results suggest that the more critical restriction to relax in opportunity cost of travel time specifications is the absence of noise rather than the specific level of the wage fraction

the travel cost model for lake recreation a comparison of two methods for incorporating site quality and substitution effects this paper empirically illustrates how different assumptions regarding recreationists decision making behavior affect the predicted changes in recreational activity given a water quality improvement a multinomial logit model which reallocates visits away from other sites to the improved site predicts a smaller outward shift of the recreationist s demand curve than the more traditional travel cost model which does not assume any reallocation of visits among sites

compensating variation and hicksian choice probabilities in random utility models that are nonlinear in income in this paper we discuss hicksian demand and compensating variation in the context of discrete choice we first derive hicksian choice probabilities and the distribution of the random expenditure function in the general case when the utilities are nonlinear in income we subsequently derive exact and simple formulae for the expenditure and choice probabilities under price policy changes conditional on the initial utility level this is of particular interest for welfare measurement because it enables the researcher to compute the distribution of compensating variation in a simple way we also derive formulae for the joint distribution of expenditure the choice before and after a policy change has been introduced

calibrating benefit function transfer to assess the conservation reserve program benefit transfer offers an inexpensive alternative to conducting an original study to determine economic value unfortunately benefit transfers can also result in biased welfare estimates in this paper we suggest a method of calibrating the benefit transfer to reduce this bias an empirical example to determine the benefits of the conservation reserve program on water based recreation illustrates the potentially large biases that can result if the transfer is not calibrated

the efficiency wage given long run employment and concave labor constraint abstract the purpose of this paper is to analyze determination of wage rate in a setting where health capital of labor accumulates over time our conclusions are 1 efficiency wage in a dynamic framework exceeds the static wage rate and 2 there is a possibility of multiple steady state equilibria and a low level equilibrium we have also made some comparative static exercises with respect to some key parameters

productive consumption and population dynamics in an endogenous growth model demographic trends and human development aid in developing economies abstract we find that by endogenizing the population growth rate a growth model under the productive consumption hypothesis is more tractable than models in previous studies and has interesting implications for population dynamics in the zero saving phase multiple saddle point stable steady states may exist and the population growth rate may rise or decline along a transition path in the positive saving phase such a steady state may exist uniquely and the population growth rate may decline with phase switching the population growth rate may follow an inverted u shaped curve human development aid may help an economy escape from an underdevelopment trap

efficiency wages and wage dispersion the efficiency wage hypothesis has normally been used to generate an equilibrium level of unemployment the authors use it instead to generate an equilibrium wage distribution this paper starts by generalizing the previous work of r m solow in this area they then use their results on effort wage elasticities to derive a model of wage dispersion the wage rate is shown to be an increasing function of the damage potential of workers that is workers with the highest damage potential receive the highest wage the analysis of the equilibrium of the wage distribution provides interesting qualitative insights into the nature of actual wage differentials copyright 1991 by the london school of economics and political science

a discrete choice model of recreational participation site choice and activity valuation when complete trip data are not available abstract a discrete choice model of the demand for site specific recreational activities is developed and estimated it simultaneously predicts both how many trips the individual will take and which site will be chosen on each trip the model is formulated to estimate demand when the data set reports the total number of trips in a given time period but the actual destinations for only a subset of the total the model also includes a correction for sample selectivity bias the application is marine recreational fishing the consumer s surplus associated with any change in supply conditions is derived and used to assess the impact of changes in species availability

nonlinear income effects in random utility models revisiting the accuracy of the representative consumer approximation this article investigates the implications of nonlinear income effects in random utility models rum for measuring general equilibrium welfare impacts a popular approach in applied welfare analysis is to approximate the expected compensating variation cv for an amenity change as the cv of a representative consumer whose indirect utility is given by the expected maximum utility however this approach can be misleading in the case of nonmarginal changes as it implies that changes in income do not affect the consumer s choice in this case the true expected cv can be obtained via simulation empirical applications to recreational demand find that the bias from the representative approach is small this article re evaluates the accuracy of the representative consumer approximation in the context of measuring the general equilibrium welfare impacts of large environmental changes our findings suggest that though the representative consumer approximation could lead to biased point estimates of the expecte

a dynamic efficiency wage model with learning by doing abstract we propose a dynamic efficiency wage model with learning by doing by taking into account the change in the stock of workers knowledge firms set efficiency wages such that the effort wage elasticity is not in general equal to one

the value of changes in deer season length an application of the nested multinomial logit model increasing deer populations can be controlled through manipulatingharvest limits or season length while such actions often result in benefitsto hunters both motorists and the agricultural sector also benefit as alower deer population leads to fewer incidences of harmful human deerencounters traditional recreation demand models are often employed toexamine the welfare implications of changes in daily hunting bag limits studies measuring the effects of changes in season length however arenoticeably absent from the literature this study uses a nested randomutility model to examine hunter choice over site and season selection toderive the values of changes in season length

effects on welfare measures of alternative means of accounting for preference heterogeneity in recreational demand models multiattribute revealed preference data are used to investigate heterogeneity in a sample of kayakers for a panel of whitewater sites in ireland this article focuses on a comparison of preference heterogeneity using a random parameter logit model with correlated tastes and a latent class model in terms of the implications for welfare measures of environmental quality and site access changes recreationalists skill levels are found to affect preferences in both approaches statistics for the estimated distribution of welfare changes for the average respondent are computed for changes in site attributes but contrary to previous work these are found to be of similar magnitude

efficiency wages and the quality of job matching abstract we introduce the quality of job matching in the effort function in order to calculate the efficiency wage we consider two cases in the first one the quality of the match is perfectly observable by the firm and we show that the equilibrium unemployment level is due to both high wages and mismatch in the second case we assume that job matching is a random variable and we show that there are some regions in which the efficiency wage raise generates an effort greater than the initial wage increase and others where the reverse prevails

the turnover costs and the solow condition in an efficiency wage model with intertemporal optimization abstract this paper sets out an intertemporal optimizing model embodying the efficiency wage hypothesis and examines whether the solow condition is valid it is shown that unless the turnover costs are absent and the voluntary quitting rate is independent from wage offer the effort wage elasticity is less than unity our result thus can be regarded as a theoretical solution of the akerlof and yellen criticism on the efficiency wage theory

sampling and aggregation issues in random utility model estimation measurement of nonmarket values often involves subjective judgments since these judgments may influence results they should be carefully considered i focus on an aspect of subjective choice relating to the estimation of random utility models such models require specification of each recreationalist s choice set whether an individual perceives his choice set as composed of all possible alternatives a few popular alternatives or collections of spatially aggregated alternatives is an important judgment affecting the conclusions

brand choice and purchase frequency revisited an application to recreation behavior the role that total purchases play in determining the choice among brands has been considered in microeconomic theory for quite some time but for traditional goods only consumption of outdoor recreation is an unusual good most often measured using an individual s recreational trip adding the trips made on a number of choice occasions seems the obvious way to aggregate this good but doing so leads to several problems in defining a meaningful price index the hicks leontief conditions for aggregation suggest that trips to destinations may be thought of as brand choices on consumption occasions andthe continuous analogue to total purchases may in fact be the individual s total travel an empirical example of the model is used to estimate welfare impacts for a group of anglers

revisiting the relation between economic growth and the environment a global assessment of deforestation pollution and carbon emission abstract the un s sustainable development goals for 2030 aim on one hand at inclusive growth and eradicating poverty and on the other at preserving environments the relation between development and the environment has been studied extensively since the 1990s documenting inverted u shaped relations between per capita income and indicators of environmental degradation this paper revisits the issue with machine learning techniques and novel disaggregate data to model these relationships heterogeneously across economic indicators results suggest that development gradually improves the efficiency of consuming the earth s nonrenewable resources but increased efficiency alone is not sufficient to offset growth in scale development shifts reliance on one nonrenewable source to another and on average we find successive inverted u shapes in deforestation air pollution and carbon intensities followed by a j shape in per capita carbon output local economic circumstances further determine the shape amplitude and location of tipping points in environmental output the general implications of the estimated dynamics are explored by extrapolating environmental output to 2030 under simplistic scenario s the results are a reminder that immediate and sustained global efforts are required to preserve our environment