university competition grading standards and grade inflation we develop a model of strategic grade determination by universities distinguished by their distributions of student academic abilities universities choose grading standards to maximize total wages of graduates job placement and wages hinge on a firm s productivity assessment given a student s university grade and productivity signal we identify conditions under which better universities set lower grading standards exploiting the fact that firms cannot distinguish between good and bad a s in contrast a social planner sets stricter standards at better universities we show how increases in skilled jobs drive grade inflation and determine when grading standards fall faster at better schools

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

skill biased technological change and rising wage inequality some problems and puzzles the recent rise in wage inequality is usually attributed to skill biased technical change sbtc associated with new computer technologies we review the evidence for this hypothesis focusing on the implications of sbtc for overall wage inequality and for changes in wage differentials between groups a key problem for the sbtc hypothesis is that wage inequality stabilized in the 1990s despite continuing advances in computer technology sbtc also fails to explain the evolution of other dimensions of wage inequality including the gender and racial wage gaps and the age gradient in the return to education

technological discontinuities and the challenge for incumbent firms destruction disruption or creative accumulation the creative destruction of existing industries as a consequence of discontinuous technological change is a central theme in the literature on industrial innovation and technological development established competence based and market based explanations of this phenomenon argue that incumbents are seriously challenged only by competence destroying or disruptive innovations which make their existing knowledge base or business models obsolete and leave them vulnerable to attacks from new entrants this paper challenges these arguments with detailed empirical analyses of the automotive and gas turbine industries we demonstrate that these explanations overestimate the ability of new entrants to destroy and disrupt established industries and underestimate the capacity of incumbents to perceive the potential of new technologies and integrate them with existing capabilities moreover we show how intense competition in the wake of technological discontinuities driven entirely by incumbents may instead result in late industry shakeouts we develop and extend the notion of creative accumulation as a way of conceptualizing the innovating capacity of the incumbents that appear to master such turbulence specifically we argue that creative accumulation requires firms to handle a triple challenge of simultaneously a fine tuning and evolving existing technologies at a rapid pace b acquiring and developing new technologies and resources and c integrating novel and existing knowledge into superior products and solutions

estimating distributions of willingness to pay for heterogeneous populations random parameters logit models have emerged as a standard approach in estimating public preferences for a range of goods and services however to simplify calculation of welfare measures the marginal utility of income is often assumed to be constant across the population we show that by shifting distributional assumptions from marginal utilities to the welfare measures themselves a random parameters version of a censored logistic regression model cameron 1988 yields distributions of welfare measures more directly and without imposing any unnecessary assumption on the marginal utility of income we develop the theoretical framework for the model and apply it to contingent choice survey data for siting a noxious facility in rhode island in this application our proposed model and random parameters logit yield similar mean willingness to pay but welfare measures are more readily interpretable in the proposed model

an experimental approach to valuing new differentiated products abstract an experimental store was created to evaluate initial demand for locally produced and guaranteed tender steak products as a more realistic alternative to contingent valuation cv and dichotomous choice experimental methods strengths of the approach are incentive compatibility a realistic consumption set and a familiar choice environment consumers selected among usda choice premium quality lean guaranteed tender and locally produced strip steaks a double hurdle count data model indicated initial willingness to pay wtp for locally produced steak comparable to prior cv results but demand was highly elastic demand for premium quality steak crowded out demand for the guaranteed tender product contrasting with prior dichotomous choice experimental results

the enactment of socio technical transition pathways a reformulated typology and a comparative multi level analysis of the german and uk low carbon electricity transitions 1990 2014 abstract this paper aims to make two contributions to the sustainability transitions literature in particular the geels and schot 2007 res policy 36 3 399 transition pathways typology first it reformulates and differentiates the typology through the lens of endogenous enactment identifying the main patterns for actors formal institutions and technologies second it suggests that transitions may shift between pathways depending on struggles over technology deployment and institutions both contributions are demonstrated with a comparative analysis of unfolding low carbon electricity transitions in germany and the uk between 1990 2014 the analysis shows that germany is on a substitution pathway enacted by new entrants deploying small scale renewable electricity technologies rets while the uk is on a transformation pathway enacted by incumbent actors deploying large scale rets further analysis shows that the german transition has recently shifted from a stretch and transform substitution pathway to a fit and conform pathway because of a fightback from utilities and altered institutions it also shows that the uk transition moved from moderate to substantial incumbent reorientation as government policies became stronger recent policy changes however substantially downscaled uk renewables support which is likely to shift the transition back to weaker reorientation

heterogeneous preferences and aggregation in environmental policy analysis a landfill siting case in many studies of nonmarket resources economists have data to disaggregate results according to subpopulations within the full study population disaggregated results can increase the usefulness of economic analyses improve public confidence in the results and permit public officials to assess equity concerns we outline an approach to obtain disaggregated results when characteristics of individuals may identify distinct preferences the approach is applied to public preferences regarding landfill siting decisions the discussion explores the implications of disaggregated results for policy decisions for bias in aggregate willingness to pay estimates and for nonmarket research methodologies

do respondents adjust their expected utility in the presence of an outcome certainty attribute in a choice experiment in a stated preference valuation survey the expected benefits of environmental policies are generally presented to respondents without reference to the fact that the predicted outcomes are rarely known with certainty this omission may reduce the credibility of the valuation scenario and contribute to hypothetical bias in the study outlined in this paper a choice experiment was conducted to elicit values for environmental improvements in the great barrier reef australia with outcome certainty included as a separate attribute different specifications of the utility functions which imply different behavioural assumptions about the way choices have been made generate variations in value estimates results showed that respondents incorporate outcome certainty into their decisions but that an expected utility formulation represented by the interaction between environmental protection and likelihood of occurrence underestimated environmental values some environmental protection values appear to be independent of outcome certainty which may be consistent with existence values and other non use categories a partial expected utility model is cautiously recommended

a new paradigm for valuing non market goods using referendum data maximum likelihood estimation by censored logistic regression abstract this paper challenges the w m hanemann amer j agr econom 66 332 341 1984 and c sellar j p chavas and j r stoll j environ econom management 13 382 390 1986 utilizations of logit models to estimate the value of non market resources from referendum survey data these data are more informative than conventional choice data the random utility interpretation of logit models is therefore too restrictive bypassing the utility function entirely it will be shown that parameters and standard errors for utility theoretic inverse hicksian demand functions can be extracted directly and much more simply estimated demand functions need not be limited to those corresponding to the linear in parameters utility difference specifications which can be handled by packaged logit programs

unraveling the choice format effect a context dependent random utility model a few recent studies report that preferences elicited from a two alternative choice format are different from those elicited from a three alternative choice format when both choice set designs contain a status quo option we hypothesize that the choice format effect might disappear when we estimate a random utility model rum that allows for context dependent preferences based on the estimated context dependent rum we find that the choice format effect is likely the result of two offsetting effects a task complexity effect that increases the probability of choosing the status quo option and a preference matching effect which decreases the probability

analyzing the functional dynamics of technological innovation systems a scheme of analysis various researchers and policy analysts have made empirical studies of innovation systems in order to understand their current structure and trace their dynamics however policy makers often experience difficulties in extracting practical guidelines from studies of this kind in this paper we operationalize our previous work on a functional approach to analyzing innovation system dynamics into a practical scheme of analysis for policy makers the scheme is based on previous literature and our own experience in developing and applying functional thinking it can be used by policy makers not only to identify the key policy issues but also to set policy goals

decision making when choices are complex a test of heiner s hypothesis this paper explores heiner s hypothesis concerning a gap between the cognitive ability of decision makers and the difficulty of decisions the c d gap we discuss the implications of decision heuristics for coefficient estimates when uncertainty is faced by decision makers where the level of uncertainty varies with complexity statistical analysis strongly supports the presence of a c d gap and provides evidence supporting the use of decision heuristics the results of both direct and indirect methods suggest that mixed decision strategies may be used we also find that complexity effects can have important implications for welfare analysis

exact consumer s surplus and deadweight loss consumer s surplus is a widely used tool in applied welfare economics both economic theorists and cost benefit analysis often use consumer s surplus despite its somewhat dubious reputation the basic idea is to evaluate the value to a consumer or his willingness to pay for a change in price of a good from say pricep to pricep because price changes affect consumer welfare an evaluation of this effect is often a key input to public policy decisions yet consumer s surplus is probably the most controversial of widely used economic concepts both paul samuelson and ian little conclude that the economics profession would be better off without it it is my feeling of the situation that substantial agreement exists on the correct quantities to be measured the amount the consumer would pay or would need to be paid to be just as well off after the price change as he was before the price change the quantities correspond to john hicks compensating variation measures an alternative measure which takes ex post price change utility as the basis of comparison is hicks equivalent variation the controversy arises in the measurement of these quantities the usual measurement procedure is to use the area to the left of the marshallian market demand curve between two price levels jules dupuit originated this measure of welfare change and alfred marshall and hicks derived appropriate conditions for its use the primary condition for the area to the left of the demand curve to correspond to the compensating variation is to have constant marginal utility of income marshall gave this condition and if it holds the same quantity will be derived as the area to the left of the compensated hicksian demand curve this area to the left of the compensated demand curve is exactly what the compensating variation and equivalent variation measure thus the constant marginal utility of income is a sufficient condition for marshallian consumer s surplus to be equal to hicks consumer s surplus in this case arnold harberger s plea to use the welfare triangle as one half times the product of the price change times the quantity change to measure deadweight loss corresponds to the correct theoretical amount of welfare change in a recent paper robert willig derives bounds for the percentage difference between the correct measure of either the compensating or equivalent variation and the marshallian measure derived form the market demand curve his bounds which depend on the income elasticity of demand for the single good in the region of price change being considered as well as the proportion of the consumer s income spent on the good demonstrate that the marshallian consumer s surplus is often a good approximation to hicks consumer s surplus the fact that the proportion of the consumer s income spent matters as well as the income elasticity was first pointed out by harold hotelling willig contends that the approximation error will be less than the errors involved in estimating the demand curve thus he hopes to remove the need for apology that applied economists often need to give to theorists who remark on the inappropriateness of using marshallian consumer s surplus to measure welfare change however in this paper i show that for the case primarily considered by willig of a single price change which is also the situation in which consumer s surplus is often used in applied work no approximation is necessary professor of economics massachusetts institute of technology and research associate national bureau of economic research i would like to thank peter diamond erwin diewert daniel mcfadden robert merton robert solow hal varian joel yellin and the referees for help and comments research support from the national science foundation is acknowledged the reason that we still have two rather than one of samuelson s six measures of consumer s surplus arises from an index number problem of the correct basis for the welfare comparison i will give both measures but plan to concentrate on the compensating variation

strength of preference indicators and an ordered response model for ordinarily dichotomous discrete choice data abstract recent environmental regulations raise the importance of accurate survey based methods to estimate environmental values while interviewing costs stimulate research to improve dichotomous choice survey methods this paper proposes using strength of preference indicators along with dichotomous contingent response data we model strength of preference indicators as quasi cardinal measures using an ordered response model we find that strength of preference indicators provide substantial efficiency gains while increasing respondents effort minimally with evidence that interpersonal comparison of preference ratings induces no bias the ordered response model of utility and willingness to pay is superior even in predicting the binary choice results

lexicographic preferences in contingent valuation a theoretical framework with illustrations this paper considers some implications of l ordering an incommensurable preference model proposed in earlier cvliterature the structure and existence of inverse demand functions is shown to be a function of three elements the relationship between goods and wants wta wtp formats and the endowment of the good in a many to many relationship uncompensated and even compensated inverse demand functions may exist whereas a one to one relationship implicitly assumed in earlier literature does not necessarily produce either an illustration is provided in support of the theoretical framework especially the hypothesis that one to one relationship and high share of cv responses revealing lexicographic preferences are correlated

creative destruction or mere niche support innovation policy mixes for sustainability transitions recently there has been an increasing interest in policy mixes in innovation studies while it has long been acknowledged that the stimulation of innovation and technological change involves different types of policy instruments how such instruments form policy mixes has only recently become of interest we argue that an area in which policy mixes are particularly important is the field of sustainability transitions transitions imply not only the development of disruptive innovations but also of policies aiming for wider change in socio technical systems we propose that ideally policy mixes for transitions include elements of creative destruction involving both policies aiming for the creation of new and for destabilising the old we develop a novel analytical framework including the two policy mix dimensions creation and destruction by broadening the technological innovation system functions approach and specifically by expanding the concept of motors of innovation to motors of creative destruction we test this framework by analysing low energy policy mixes in finland and the uk we find that both countries have diverse policy mixes to support energy efficiency and reduce energy demand with instruments to cover all functions on the creation side despite the demonstrated need for such policies unsurprisingly destabilising functions are addressed by fewer policies but there are empirical examples of such policies in both countries the concept of motors of creative destruction is introduced to expand innovation and technology policy debates to go beyond policy mixes consisting of technology push and demand pull instruments and to consider a wider range of policy instruments combined in a suitable mix which may contribute to sustainability transitions

will affirmative action policies eliminate negative stereotypes a key question concerning affirmative action is whether the labor market gains it brings to minorities can continue without it becoming a permanent fixture in the labor market the authors argue that this depends on how the policy affects employers beliefs about the productivity of minority workers they study the joint determination of employer beliefs and worker productivity in a model of statistical discrimination in job assignments the authors prove that even when identifiable groups are equally endowed ex ante affirmative action can bring about a situation in which employers correctly perceive the groups to be unequally productive ex post copyright 1993 by american economic association

on the coexistence of positive and negative externalities in the inter powertrain relationships abstract the green knowledge based economy has complicated the dynamical knowledge interactions in the multi technology sector of transportation that involves a constellation of interrelated powertrain technologies including the internal combustion engine hybrid and battery electric vehicles icev bev and hev based on the biological ecology perspective and the technological innovation system tis framework we explore the dynamical inter powertrain relationships in terms of knowledge diffusion over 1985 2016 we measure their knowledge diffusion by extracting patents and publications forward citations from the scopus and derwent databases respectively quantifying by the lotka volterra l v equations our results show that powertrains support and inhibit their knowledge diffusion growth by projecting positive and negative externalities which are carried through the tis co dynamics our results reveal these externalities are manifested in a mix of biological relationship modes such as symbiosis parasitism commensalism and amensalism we therefore challenge the assumed pure competition between icev and bev or their predator prey relationships with hev by elaborating on the notions of creative destruction and creative accumulation our research contributes to the innovation systems literature by accommodating knowledge diffusion co dynamics as an extension to the tis framework making it more outward oriented moreover the co existence of positive and negative externalities builds up a multi cross path interactions view that extends the conventional single path view in the path dependency literature our research drives insightful knowledge for strategising and policy making in regard with investing in new disruptive technologies sustaining the incumbent technology or hybridising them as a transitionary or stationary solution towards sustainable mobility transition

choice modelling approaches a superior alternative for environmental valuation in this paper we examine some popular choice modelling approaches to environmental valuation which can be considered as alternatives to more familiar valuation techniques based on stated preferences such as the contingent valuation method a number of choice modelling methods are consistent with consumer theory and its focus on an attribute based theory of value permits a superior representation of many environmental management contexts however choice modelling surveys can place a severe cognitive burden upon respondents and induce satisficing rather than maximising behavioural patterns in this framework we seek to identify the best available choice modelling alternative and investigate its potential to solve some of the major biases associated with standard contingent valuation we then discuss its use in the light of policy appraisal needs within the eu an application to the demand for rock climbing in scotland is provided as an illustration

evaluating impacts from noxious facilities including public preferences in current siting mechanisms abstract this paper describes an approach to facility siting that ranks potential sites in terms of their social impacts a contingent choice survey based on paired comparisons is used to construct a utility index to rank sites consistent with predicting results of a hypothetical referendum based on the attributes of the sites the method is likely to be acceptable to public decision makers since it is analogous to site scoring methods that have been commonly used indeed our approach is currently being employed as part of a larger landfill site selection process in the state of rhode island

a latent class approach to investigating demand for genetically modified banana in uganda this study explores consumer acceptance and valuation of a genetically modified gm staple food crop in a developing country prior to its commercialization we focus on the hypothetical introduction of a disease resistant gm banana variety in uganda where bananas are among the most important staple crops a choice experiment is used to investigate consumer preferences for various attributes related to the banana such as bunch size technology producer benefit and price and examine their opinions on gm foodstuff choice data come from 421 banana consuming households randomly selected from three regions of uganda a latent class model is used to investigate the heterogeneity in consumers preferences for selected attributes related to the banana and to profile consumers who are more or less likely to accept gm bananas our results reveal that there is significant heterogeneity in consumer preferences across our sample gm bananas are valued the most by poorer households located in the rural areas of the eastern region these food insecure households would experience the highest benefits i e welfare gains from the commercial release of gm bananas in contrast urban consumers are less accepting of gm bananas and they would experience significant welfare losses if gm banana is released according to our welfare estimates both the total welfare benefits acquired by the gainers and the total welfare losses borne by the losers of this technology are significant and large these results suggest the need for further investigation of the overall welfare effects of the introduction of gm bananas on the ugandan society as a whole

the impact of educational standards on the level and distribution of earnings the goal of this paper is to present the following finding an egalitarian policy maker might prefer higher standards than would a policy maker whose goal was to maximize the sum of earnings the result is based on the observation that if workers are differentiated with respect to ability an increase in educational standards will increase the earnings of both the most able and the least able workers the only workers whose earnings fall are those workers who after the increase fail to continue meeting the standard

stability of willingness to pay for coastal management a choice experiment across three time periods a key assumption of stated preference methods is that individuals have well formed preferences that are robust over time both the discovered and constructed preference perspectives imply this is not necessarily the case there can be a large situational component to expressed preferences that add to the uncertainty of sampling error most non market valuation studies only collect data from one point in time so the degree of temporal variability cannot be tested test retest studies that provide data from two points in time generally find significant differences in preference structure and willingness to pay wtp in this study we test stability of wtp for beach erosion management using a fully ranked discrete choice experiment survey with not one but two retests over a six month period we find that stability does not improve with the additional repetition as the preference discovery hypothesis implies it might wtp confidence intervals overlap but the models are significantly different at each point in time even after allowing for variation in choice error either the survey did not facilitate sufficient preference discovery or preferences were reconstructed however respondents with high scores of self reported certainty in their choices in the first survey had significantly more stable wtp estimates

efficient estimation methods for closed ended contingent valuation surveys closed ended contingent valuation surveys can be very useful in the evaluation of nonmarket resources respondents merely state whether they would accept or reject a hypothetical threshold amount either as payment for giving up access to the resource or as a fee for its use the authors develop a maximum likelihood procedure which exploits the variation in the threshold values to allow direct and separate point estimates of regression like slope coefficients and error standard deviations without truncation bias their illustration uses data from a survey of recreational fisherman to examine factors which influence individuals willingness to pay copyright 1987 by mit press

intergenerational hybrids spillbacks spillforwards and adapting to technology discontinuities during technological discontinuities incumbents frequently develop hybrids of competing technical generations although some prior work implies that such intergenerational hybrids may be the result of organizational dysfunction we propose that in some cases hybrids may be sophisticated learning tools that shape organizational adaptation to a technological discontinuity in this paper we suggest two mechanisms through which intergenerational hybrids may affect organizational adaptation spillbacks and spillforwards in an empirical test among the population of automobile carburetor manufacturers during a technological discontinuity we observe that organizations developing intergenerational hybrids capture spillback benefits knowledge spillovers from an emerging technology generation to the current generation furthermore we find that these same organizations also capture spillforwards spillover benefits from developing higher performing intergenerational hybrids that improve their product performance in the future technology generation these results suggest that intergenerational hybrids may be stepping stones for organizations to learn about and adapt to technology discontinuities

the self selection of complexity in choice experiments we investigate whether individuals will voluntarily increase the complexity of the tasks they complete within a discrete choice experiment dce we do this via a self selection of complexity design in which respondents choose whether to face choice sets comprising 3 4 or 6 alternatives we link this approach with the emerging excessive choice effect ece literature we find that 30 of the sample opt for the largest sets we test whether this choice of complexity reveals information about respondents capability commitment we find that it does since those with lowest initial error variance levels are most likely to later select the highest level of task complexity we argue that this result offers insights regarding the design of more cognitively efficient dce designs we consider the matching of respondents to the appropriate level of task complexity as analogous to the principal agent problem with asymmetric information rather than trying to understand respondents cognitive capability or commitment ex ante we propose that participants self select designs that achieve the researcher s objective of minimizing error variance copyright 2012 oxford university press

recreation demand models with taste differences over people we estimate random parameter logit models of anglers choice of fishing site the models generalize logit by allowing coefficients to vary randomly over anglers rather than being fixed the models do not exhibit the restrictive independence from irrelevant alternatives property of logit and can represent any substitution pattern estimation explicitly accounts for the fact that the variation in coefficients over anglers induces correlation in unobserved utility over trips by the same angler willingness to pay for improved fish stock and the value to anglers of specific sites are calculated from the models and compared with the estimates obtained from a standard logit model

heterogeneous preferences regarding global climate change we examine the structure of preferences for mitigating impacts of global climate change that will not occur during the lifetimes of most who are alive today because no market data exist for such distant markets a statedpreference approach is used the analysis is based on the random parameters logit model and the results indicate substantial heterogeneity in respondent preferences that mean willingness to pay is a significant and increasing function of the scope of the impact and provocatively that respondents have the same preferences over the two very different time horizons that we consider e examine the structure of preferences for mitigating impacts of global climate change that will not occur during the lifetimes of most who are alive today studies using current market data have estimated the potential costs of climate change on agriculture mendelsohn nordhaus shaw 1994 and on other aspects of measured production nordhaus 1994 but market data can not reveal the willingness of those currently alive to pay for measures to mitigate impacts that may not happen for 100 years or more there is serious public discussion involving diplomats at the highest levels about measures to mitigate emissions that would cost the united states alone 100 to 200 billion dollars annually therefore estimating the willingness of those currently alive to pay for mitigation measures is not a fanciful exercise but rather a crucial effort to determine how much mitigation should be undertaken it is the preferences of those alive today regarding acceptable levels of climate impacts and not the unknowable preferences of those who do not yet exist that will ultimately determine how much mitigation we pursue in the next quarter century as this question cannot be answered with market data we use the stated preference sp approach and elicit preferences for preventing climate change induced impacts a host of climate change impacts have been enumerated this study focuses on one type of impact that may be important but has received little attention from economists scientists have predicted that widespread ecosystem shifts may accompany changes in climate vemap 1995 ecosys tem shifts are likely to evolve slowly indicating that lost use values are likely to be small for those alive today yet the public may still be willing and asked to pay for mitigation measures that are designed to slow the transformation of ecosystems the current debate over climate change demon strates two things the first is that some people do care about long term changes that will never affect them or perhaps even their children the second is that preferences regarding the impacts of climate change are very heterogeneous as other members of the public appear much less concerned long term horizons combined with heterogeneous prefer ences makes ecosystem shifts a useful place to begin analyzing preferences for mitigating climate change im pacts a stated preference survey was designed that asked respondents to choose their most preferred program to reduce ecological impacts from a set menu of five or six different programs the programs varied in terms of costs the degree of ecosystem change and in the mitigation method four different menus provided to each respondent yielded four distinct valuation responses section ii de scribes the random parameters logit model for repeated choices that allows for a flexible correlation structure based on heterogeneous preferences the ecosystem change and the stated preference survey are discussed in section iii in section iv we estimate the random parameters model and estimate the willingness to pay to prevent various levels of ecosystem change section v concludes with a discussion of how the scope of the impact preference heterogeneity and the time horizon affect willingness to pay

the choice of medical providers in rural benin a comparison of discrete choice models in this paper we estimate three different discrete choice models of provider choice using data from the rural district of ouidah in benin these three model are multinomial logit ml 2 independent multinomial probit imp 3 multinomial probit mp a comparison of imp and mp allows us to reject the independence assumption between providers furthermore the cross price elasticities computed from the restrictive specifications ml and imp are dramatically different from those computed from the more general one mp these results cast some doubt on the validity of the previous findings and policy recommendations that are typically based on the ml specification

causes and consequences of lexicographic choices in stated choice studies abstract stated choice sc methods and other choice experiments are now becoming increasingly popular for the valuation of environmental goods this paper shows that lexicographic choices lcs in an sc task or other types of choice experiments do not imply that the respondent has lexicographic preferences lcs may be a result of i study designs where differences between the alternatives are too great and ii simplification of the choice task a traditional approach that investigates motives for lexicographic choices mainly as a result of lexicographic preferences may therefore fail to reveal the whole motive range study designs that cause lcs whether such choices actually are based on non compensatory choices i e genuine lexicographic preferences or strategic behaviour or compensatory choices provide less information about preferences however providing they are not totally dominant such choices are not normally a serious modeling problem it is argued that simplification is a consequence of respondents differing abilities to choose such lcs contribute to the larger variances of sc data relative to less cognitively demanding valuation methods and might therefore have a significant impact on the implied valuation of non market goods if they are not handled in the analysis in data collection we should use survey designs that collect more signals and less noise and in data analysis we should use models that can separate signals from noise however there is obviously a limit to the amount of noise which can be separated from signals in a model and therefore how much noise such models can tolerate and still produce useful valuation estimates for the goods under consideration for further investigation of such limits a direct test procedure that can investigate whether each respondent has completed the task in a compensatory manner like the one presented in the current study is valuable

the impact of choice inconsistencies in stated choice studies a new test procedure revealing mutuallyinconsistent choices has been developed andapplied to stated choice data our analysisshows that inconsistent choices commonly occurin several stated choice tasks an applicationof the test to the norwegian value of timestudy data shows that failing to excludeinconsistent choices resulted in asubstantially higher value of time theinconsistent choices were made by less educatedparticipants as the tasks were undertaken inthe easy context of choosing travelalternatives with three attributes practitioners of more complex and cognitivedemanding designs should be particularilyconcerned with these results

a simple model of educational standards the author models standards for educational credentials such as high school diplomas standard setters maximize their conception of social welfare knowing that utility maximizing students choose whether to meet the standard the author shows that more egalitarian policymakers set lower standards the median voter would prefer higher standards under symmetric distributions and decentralization lowers standards among identical communities optimal standards do not necessarily fall with increased student preference for leisure deterioration of nonstudent inputs to education or increased student heterogeneity superseding binary credentials by perfect information increases average achievement and social welfare for plausible degrees of heterogeneity egalitarianism and pooling under decentralization