a multiobjective approach to vendor selection abstract purchases from vendors involve significant costs for many firms decisions related to these purchases include the selection of vendors and the determination of order quantities to be placed with the selected vendors such decisions are frequently multiobjective in nature that is they are evaluated by more than one criterion at least 23 criteria for various vendor selection problems have been identified in this article we present a multiobjective approach to systematically analyze the inherent tradeoffs involved in multicriteria vendor selection problems the approach is motivated by and demonstrated with an actual purchasing problem facing a division of a fortune 500 company

alternative value elicitation formats in contingent valuation mechanism design and convergent validity abstract to date much of the theoretical work on the incentive properties of contingent valuation surveys has focused on the oft recommended single binary choice sbc referendum format this work has identified conditions under which an sbc elicitation is incentive compatible and empirical evidence lends support to the predictive power of the theory nevertheless researchers and practitioners commonly use alternative elicitation formats and defend their design choices based on efficiency and other criteria in this study we demonstrate that it is possible to identify conditions under which alternative elicitation formats are incentive compatible using as examples open ended oe and payment card pc question formats we then implement theory informed value elicitations in the context of a flood control policy for new york city we fail to reject convergent validity in mean willingness to pay when comparing the theory driven oe format with sbc but reject convergent validity between the theory driven pc and sbc formats as an informative counterfactual we find that a standard oe elicitation congruent with prior work leads to significantly lower values and a lower proportion of respondents who view the elicitation as consequential

competition and industrial policies in a history friendly model of the evolution of the computer industry abstract in this paper we explore some problems that industrial policy faces in industries characterized by dynamic increasing returns on the basis of a history friendly model of the evolution of the computer industry how does policy affect industry structure over the course of industry evolution is the timing of the intervention important do policy interventions have indirect and perhaps unintended consequences on different markets at different times we focus on two sets of policies antitrust and interventions aiming at supporting the entry of new forms in the industry the results of our simulations show that if strong dynamic increasing returns are operative both through technological capabilities and through customer tendency to stick with a brand there is little that antitrust and entry policy could have done to avert the rise of a dominant firm in mainframes on the other hand if the customer lock in effect had been smaller either by chance or through policies that discouraged efforts of firms to lock in their customers the situation might have been somewhat different in the first place even in the absence of antitrust or entry encouraging policies market concentration would have been lower albeit a dominant firm would emerge anyhow second antitrust and entry encouraging policies would have been more effective in assuring that concentration would decrease the leading firm would continue to dominate the market but its relative power would be reduced

the relative forecasting performance of the divisia and simple sum monetary aggregates this paper provides direct evidence on the forecasting performance of the divisia monetary aggregates relative to the traditional simple sum monetary aggregates it is shown that forecasts of u s real gdp from a four variable vector autoregression var are most accurate when a divisia aggregate is used rather than a simple sum aggregate particularly at broad levels of aggregation further the two m1 aggregates relative to the broader aggregates are superior predictors of the gdp deflator with a slight edge going to divisia m1 over simple sum m1

one market one number a composite indicator assessment of eu internal market dynamics we consider the lack of consensus about an appropriate theoretical framework linking sub indicators as a defining characteristic of composite indicators this intrinsic feature implies uncertainties about the appropriate normalization and aggregation of the raw data the two are related index theory offers some valuable guidelines about their connection yet these do not fully solve the basic problem of expert disagreement we embed such residual disagreement in the aggregation method itself specifically we apply an impartial benefit of the doubt weighting procedure where weight restrictions incorporate the available information on experts opinions we apply this procedure to the dynamic performance assessment of eu internal market effects thereby highlighting its capacity to disaggregate member states observed performance shifts into changes relative to benchmarks and performance changes of the benchmarks i e catching up versus genuine progress our results indicate that the latter factor is more important in explaining the observed progress

inferring the incidence of industry inefficiency from dea estimates abstract data envelopment analysis dea is among the most popular empirical tools for measuring cost and productive efficiency within an industry because dea is a linear programming technique establishing formal statistical properties for outcomes is difficult we model the incidence of inefficiency within a population of decision making units dmus as a latent variable with dea outcomes providing only noisy and generally inaccurate sample based categorizations of inefficiency we then use a bayesian approach to infer an appropriate posterior distribution for the incidence of inefficiency within an industry based on a random sample of dea outcomes and a prior distribution on that incidence the approach applies to the empirically relevant case of a finite number of firms and to sampling dmus without replacement it also accounts for potential mismeasurement in the dea characterization of inefficiency within a coherent bayesian approach to the problem using three different types of specialty physician practices we provide an empirical illustration demonstrating that this approach provides appropriately adjusted inferences regarding the incidence of inefficiency within an industry

induced value tests of the referendum voting mechanism abstract an induced value laboratory experiment is conducted testing the incentive compatibility of the referendum voting mechanism for eliciting willingness to pay for public goods although errors were observed at the individual level aggregate results suggest incentive compatibility in both hypothetical and real referenda

degree of scale economies and congestion a unified dea approach abstract there are increasing concerns about how increase in congestion can adversely affect output as well as about the relative benefit cost ratio or return on investment associated with alternative projects or policies to address those problems regardless of what policy strategies are used to address congestion the fact remains that we cannot assess the economic benefits of congestion reduction strategies unless we are able to measure the extent to which congestion affects productivity in general and scale economies in particular this paper makes a novel attempt to suggest a method in a non parametric framework to measure scale elasticity in production in the presence of congestion

bridging the gap between the field and the lab environmental goods policy maker input and consequentiality abstract this paper explores the criterion validity of stated preference methods through experimental referenda that capture key characteristics of a stated preference survey for a proposed environmental program in particular we investigate whether advisory referenda where participant votes have either known or unknown weight in the policy decision can elicit values comparable to that of a standard incentive compatible referendum when participants regard their votes as consequential our results suggest there is no elicitation bias with advisory referenda for advisory referenda where participants view their votes as inconsequential and for purely hypothetical referenda we observe elicitation bias

goal programming data envelopment analysis godea for target based multi level planning allocating central grants to the greek local authorities abstract in this paper we develop an interface between goal programming and data envelopment analysis godea in order to integrate target setting and resource allocation in multi level planning problems data envelopment analysis dea has been traditionally used for assessing the performance of individual decision making units and therefore necessary extensions are needed to apply dea principles to the global organisational level without however losing its attractive features the method was originally developed as an aid to the reorganisation of the allocation of central funds to local authorities in greece

resource allocation based on efficiency analysis the purpose of this paper is to develop an approach to a resource allocation problem that typically appears in organizations with a centralized decision making environment for example supermarket chains banks and universities the central unit is assumed to be interested in maximizing the total amount of outputs produced by the individual units by allocating available resources to them we will develop an interactive formal approach based on data envelopment analysis dea and multiple objective linear programming molp to find the most preferred allocation plan the units are assumed to be able to modify their production in the current production possibility set within certain assumptions various assumptions are considered concerning returns to scale and the ability of each unit to modify its production plan numerical examples are used to illustrate the approach

allocating the fixed cost as a complement of other cost inputs a dea approach in cost allocation problem traditional dea approaches allocate the fixed cost among a group of decision making units dmus and treat the allocated cost as an extra input of each dmu if costs except for the fixed cost are regarded as inputs in the cost allocation problem then it is obvious that the fixed cost is a complement of other inputs rather than an extra independent input therefore it is necessary to combine the allocated cost with other cost measures in cost allocation problem based on this observation this paper investigates the relationship between the allocated cost and the dea efficiency score and develops a dea based approach to allocate the fixed cost among various dmus an example of allocating advertising expenditure between a car manufacturer and its dealers is presented to illustrate the method proposed in this paper

some models for estimating technical and scale inefficiencies in data envelopment analysis in management contexts mathematical programming is usually used to evaluate a collection of possible alternative courses of action en route to selecting one which is best in this capacity mathematical programming serves as a planning aid to management data envelopment analysis reverses this role and employs mathematical programming to obtain ex post facto evaluations of the relative efficiency of management accomplishments however they may have been planned or executed mathematical programming is thereby extended for use as a tool for control and evaluation of past accomplishments as well as a tool to aid in planning future activities the ccr ratio form introduced by charnes cooper and rhodes as part of their data envelopment analysis approach comprehends both technical and scale inefficiencies via the optimal value of the ratio form as obtained directly from the data without requiring a priori specification of weights and or explicit delineation of assumed functional forms of relations between inputs and outputs a separation into technical and scale efficiencies is accomplished by the methods developed in this paper without altering the latter conditions for use of dea directly on observational data technical inefficiencies are identified with failures to achieve best possible output levels and or usage of excessive amounts of inputs methods for identifying and correcting the magnitudes of these inefficiencies as supplied in prior work are illustrated in the present paper a new separate variable is introduced which makes it possible to determine whether operations were conducted in regions of increasing constant or decreasing returns to scale in multiple input and multiple output situations the results are discussed and related not only to classical single output economics but also to more modern versions of economics which are identified with contestable market theories

evaluating the environmental efficiency of a two stage system with undesired outputs by a dea approach an interest preference perspective abstract in this study we propose a new dea model to evaluate the environmental efficiency of a two stage system with undesired outputs the two stage system consists of two parts a production subsystem and a pollution treatment subsystem different choices for allocating resources to each subsystem represent different interest preferences of decision makers with the production subsystem corresponding to short term interests and the pollution treatment subsystem corresponding to long term interests based on a proposed new dea model three theorems are established to show the relationships between the interest preference parameter and the change of efficiency scores an empirical analysis was conducted using the data of 30 provinces and municipalities eight regions of china the empirical results show the effectiveness of the proposed model and the usefulness of the theorems for the real world data optimal efficiency rankings of the eight regions are provided and the efficiency rankings truly reflect the current environmental situations of these eight regions to examine the economic impacts and facilitate sustainable development we also analyze the shadow prices for undesired outputs corresponding implications of the empirical analysis are also discussed

a ranked voting system using a dea ar exclusion model a note abstract this paper addresses ranked voting systems to determine an ordering of candidates in terms of the aggregate vote by rank for each candidate it is shown that specifying nothing arbitrary we can obtain a total ordering of candidates by using a dea ar data envelopment analysis assurance region exclusion model explaining the evaluation criterion used to rank candidates it is concluded that we may consider the system proposed at least as an alternative to determine an ordering of candidates

a generalized equilibrium efficient frontier data envelopment analysis approach for evaluating dmus with fixed sum outputs the recently published equilibrium efficient frontier data envelopment analysis eefdea approach yang et al 2014 represents a step forward in evaluating decision making units dmus with fixed sum outputs when compared to prior approaches such as fsodea fixed sum outputs dea approach yang et al 2011 and zsg dea zero sum gains dea approach lins et al 2003 and so on based on the eefdea approach in this paper we proposed a generalized equilibrium efficient frontier data envelopment analysis approach geefdea which improves and strengthens the eefdea approach compared to eefdea approach this approach makes several improvements in evaluation namely that 1 it is not necessary to determine the evaluation order in advance which overcomes the limitation that different evaluation orders will lead to different results 2 the equilibrium efficient frontier can be achieved in only one step no matter how many dmus they are which greatly simplifies the procedure to reach the equilibrium efficient frontier especially when the number of dmus is large and 3 the constraint that signs of outputs adjustment of each dmu must be same all non positive or all non negative in prior approaches has been relaxed in this sense the result obtained by the proposed approach is more consistent with the demand of practical applications finally the proposed approach combined with assurance regions ar is applied to the data set of 2012 london olympic games

endogenous consequentiality in stated preference referendum data the influence of the randomly assigned tax amount recent empirical and theoretical research stresses it is important for survey respondents to believe that survey votes are consequential meaning their votes can potentially influence whether a proposed policy is undertaken we test the effect of a randomly assigned referendum tax on consequentiality using a survey about water conservation in western north carolina we find that consequentiality is endogenous to hypothetical referendum responses specifically as the assigned tax amount increases respondents are less likely to find the survey consequential as in related studies respondents who self report they perceive the survey to be consequential have a higher willingness to pay

the voting analytic hierarchy process method for selecting supplier abstract supplier selection has received extensive attention in supply chain management yahya et al j oper res soc 50 1999 916 930 integrate a collaborative purchasing programme where one of the aims is to select suppliers they illustrate a new approach based on the use of saaty s analytic hierarchy process ahp method that was developed to assist in multi criteria decision making problems in order to decide the total ranking of the suppliers we compare the weighted sum of the selection number of rank vote after determining the weights in a selected rank this investigation presents a novel weighting procedure in place of ahp s paired comparison for selecting suppliers it provides a simpler method than ahp that is called voting analytic hierarchy process but which does not lose the systematic approach of deriving the weights to be used and for scoring the performance of suppliers

consumer choice and competition policy a study of uk energy markets consumer choice is increasingly recognised as a crucial factor in competition policy to illustrate the implications of such choice we present an investment model of the switching choice in the uk residential natural gas market and examine responses to a specially commissioned survey of nearly seven hundred consumers identifying search and switching costs through an assessment of the savings which consumers say they require to switch supplier together with an evaluation of consumer switching behaviour we deduce that the incumbent retained considerable market power suggesting that some continued regulation may be necessary

understanding the consequences of consequentiality testing the validity of stated preferences in the field this study pursues the external validation of stated preference methods by comparing survey responses from verified voters with the outcome of a parallel public referendum on a conservation and preservation program to be funded by a local property tax surcharge the majority of respondents were unaware of the upcoming referendum and the experimental design allows us to control for referenda related information effects as well as respondents perceptions regarding the consequentiality i e the potential policy impact of their survey votes we find the survey under predicts yes referendum votes at the precinct level these differences go away however if we focus only on respondents who perceived their survey vote to be consequential negative hypothetical bias among inconsequential survey respondents is also evident in the estimation of willingness to pay and controlling for consequentiality increases construct validity

congestion measurement under different policy objectives an analysis of chinese industry abstract in recent years the economic performance of chinese industry has improved significantly however the congestion caused by excessive investment has plagued its sustainable development in order to make full use of resources it is necessary for the chinese government to measure industrial congestion from different perspectives however most studies for measuring congestion only consider desirable outputs even if in practice these are always accompanied by undesirable outputs in this paper three policy objectives are proposed for industrial development in china the economic priority the environmental priority and the economic and environmental win win three new data envelopment analysis dea models with undesirable outputs were built for measuring undesirable congestion desirable congestion and double congestion respectively for these policy objectives these approaches can not only identify congestion situation but also calculate the total amount of congestion and were applied to an analysis of the congestion of regional industries in china results show that most regions have some form of longstanding input congestion under different policy objectives with this resulting in serious waste of resources based on the results obtained some suggestions for sustainable industrial development in china are proposed

competition policy implementation in transition economies an empirical assessment abstract between 1990 and 1996 competition laws have been adopted in 22 of the 26 transition economies of eastern europe and the former soviet union yet there is very little systematic evidence about implementation experience and none regarding its impact on intensity of economy wide competition the novelty of this paper is twofold first it defines a range of competition policy implementation criteria relevant for transition and developing economies along the three main dimensions of enforcement competition advocacy and institutional effectiveness these classification criteria go significantly beyond the traditional emphasis on abuse of dominance agreement and merger cases second it provides an assessment of the effectiveness of competition policy implementation across 18 countries along these criteria based on data from each country s competition authorities and supplemented with assessments by legal practitioners the relationship between competition policy and intensity of competition is explored with the latter captured by a measure of economy wide enterprise mobility that reflects selection effects we find a robust positive relationship between effective competition policy implementation and expansion of more efficient private firms

evaluation of china s electric energy efficiency under environmental constraints a dea cross efficiency model based on game relationship abstract the traditional data envelopment analysis dea model ignores the cooperation relationship among decision making units dmus so it is difficult to evaluate the dmus efficiency reasonably in this study we use a cross efficiency model considering the game relationship of dmus to evaluate and analyze the provincial electric energy efficiency of china the power industry panel data of china s 30 provinces from 2005 to 2014 are used to evaluate the energy efficiency of china s provincial power industry under environmental constraints in addition based on the obtained values of electric energy efficiency clustering analysis is implemented and the regional similarity in electric energy efficiency is analyzed the results indicate that in the past decade china s provincial electric energy efficiency has not significantly improved and efficiency values have a certain degree of volatility especially in western china in general the electric energy efficiency of eastern china is significantly higher than central and western china the clustering analysis further demonstrates that there is no polarization phenomenon in china s electric energy efficiency in recent years the electric energy efficiency of western china has been greatly improved with significant volatility it reveals that the electric energy efficiency of western china is sensitive to the environment the implementation of energy policies should be adapted to local conditions in the process of formulating policies for improving electric energy efficiency the provincial government should improve the regional opening up layout and establish effective coordination mechanisms among different regions

an alternative approach to monetary aggregation in dea this paper proposes a set of alternative dea based money indices that are proved to be both theoretically and empirically competing monetary aggregates since they perform as good as the divisia aggregates based on all the results concerning causality forecasting and money demand we conclude that dea money aggregates prove to be at least competing alternatives to the divisia aggregates and hence suggest that these new aggregates may be considered along with the existing weighted monetary aggregates like the divisia ones given the inherent benefit of the doubt weighting mechanism underlying the dea models where the optimal weight assigned by dea to each monetary asset reflects the ongoing financial innovation and the reserve bank of india s policy priority in the distribution of total liquidity we feel that the dea money indices can truly capture the liquidity better with ongoing financial innovations in the economy

what experimental protocol influence disparities between actual and hypothetical stated values preferences elicited in hypothetical settings have recently come underscrutiny causing estimates from the contingent valuation method to bechallenged due to perceived hypothetical bias given that the receivedliterature derives value estimates using heterogeneous experimentaltechniques understanding the effects of important design parameters onthe magnitude of hypothetical bias is invaluable in this paper we addressthis issue statistically by using a meta analysis to examine data from 29experimental studies our empirical findings suggest that on averagesubjects overstate their preferences by a factor of about 3 in hypotheticalsettings and that the degree of over revelation is influenced by thedistinction between willingness to pay and willingness to accept publicversus private goods and several elicitation methods

social multi criteria evaluation methodological foundations and operational consequences in order to address contemporary issues economics and decision sciences need to expand their empirical relevance by introducing more and more realistic thus more complex assumptions in their models one of the most interesting research directions in the field of public economics is the attempt to introduce political constraints interest groups and collusion effects explicitly j j laffont incentives and political economy 2000 the main argument developed here is the proposal of the concept of social multi criteria evaluation smce as a possible useful framework for the application of social choice to the difficult policy problems of our millennium where as stated by funtowicz and ravetz facts are uncertain values in dispute stakes high and decisions urgent this paper starts from the following main questions 1 why social multi criteria evaluation 2 how should such an approach be developed the foundations of smce are set up by referring to concepts from complex system theory and philosophy such as reflexive complexity post normal science and incommensurability to give some operational guidelines on the application of smce basic questions to be answered are 1 how is it possible to deal with technical incommensurability 2 how can we deal with the issue of social incommensurability to answer these questions using theoretical considerations and lessons learned from real world case studies is the main objective of the present article

measuring macroeconomic performance in the oecd a comparison of european and non european countries abstract we study the macroeconomic performance of 19 oecd countries over the period 1970 1990 performance is defined in terms of the ability of a country s macroeconomic managers to provide four services to their citizens a high level of real gdp per capita a low rate of inflation a low rate of unemployment and a favorable trade balance we use linear programming techniques to construct a best practice macroeconomic performance frontier and to measure the performance of each country in each year relative to the frontier we then add two environmental disamenities carbon and nitrogen emissions to the service list and repeat the analysis to see if the performance rankings change throughout the analysis emphasis is placed on a comparison of the performance of 14 european oecd countries with that of five non european oecd countries we find that performance rankings do change and that the relative performance of the european countries declines when the environmental disamenities are added to the service list

prioritization models for frontier decision making units in dea abstract data envelopment analysis dea has received significant attention in recent years as a tool for measuring the relative efficiency of each member of a set of decision making units dmus typically a relatively large proportion of the dmus will be credited with an efficiency score of 1 with no clear means of discriminating among such units in a number of applications however it may be necessary to select a winning dmu from this set of frontier units this paper examines various conditions that are imposed on the multipliers in a dea analysis in each case an approach is suggested for breaking ties on the frontier

semi non parametric estimates of substitution for canadian monetary assets we estimate the dynamic fourier expenditure system to obtain consistent estimates of short run and long run morishima elasticities of substitution for canadian liquid assets we argue that the variability of the estimated elasticities and evidence of less than perfect substitution between monetary assets interferes with the successful use of simple sum aggre gates and traditional log linear money demand functions

pareto improvement through a reallocation of carbon emission quotas abstract this article presents a methodology that discusses a reallocation of carbon emission quotas based on the zsg dea model also introduces the process of solving the zsg dea model in extensive detail and derives theorems 1 and 2 theorem 1 shows the equivalence in competition and the cooperation case while theorem 2 indicates the correlation between quota adjustment and efficiency change through this zsg dea model the determination of carbon emission quotas is no longer subjective and reasonable carbon emission quotas among countries can be obtained the reallocation of carbon emission quotas can not only ensure that all countries have 100 efficiencies but also help all countries gain through pareto improvement the conclusions of this paper are that most developed countries should increase their carbon emission quotas and that most less developed countries need to reduce theirs including the two most populous countries of china and india the reallocation process should be paid by selling the quotas of low efficient countries so that they can obtain funds to support their development while at the same time high efficient countries can produce more due to relaxation of environmental constraints thus achieving global pareto improvement

assessing competition policy on economic development implementation of competition policies is one of the most recommended strategies to developing countries as a tool for achieving economic development using a panel dataset of over 100 countries and 7 years from 2005 2011 i estimate the effect of competition on economic development and also determine which of the comprehensive policy factors are the most relevant for increasing competition a fixed effects instrumental variable approach is used i find that competition intensity positively impacts economic development the estimate is highly significant when effectiveness of antimonopoly policy and squared years of experience handling competition law are used as instruments for competition intensity political stability is shown to be a determinant for higher achievement in development macroeconomic environment and financial market development are also significant factors that contribute to higher economic development less developed countries should work intensively to improve their institutional quality and implement pro competitive policies that are not only related to competition laws

radial and non radial decompositions of profit change with an application to indian banking abstract grifell tatje and lovell grifell tatje e lovell c a k 1999 profits and productivity management science 45 1177 1193 made significant contributions to the literature on the extended radial dea framework by decomposing profit change into six mutually exclusive components their approach however poses two basic problems first the radial estimates on these components might give conflicting signals about the direction of profit change after the full radial efficiencies are achieved when slacks are present second evaluations of these components using base period prices as weights can be potentially misleading to address these concerns we first introduce non radial dea models and then provide a few strong theoretical arguments in favor of using as weights either current period prices or an average price covering both periods to value the contributions of each of these components the indian banking sector is taken as a case study to illustrate the radial and non radial decompositions of profit change so as to empirically examine the role of competition on profit change and its drivers our broad empirical results are as follows first radial and non radial models yield diametrically opposite results on the contributions of various components second the increasing efficiency change trends in all ownership groups after 2002 indicate that the government reform process instituted on the banking industry has had a favorable effect on the performance of the indian banking sector third despite the fact that nationalized banks are the oldest banks their output and resource allocation behaviors do not reflect their learning experience

public support for hosting the olympic summer games in germany the cvm approach cities and their respective regions must weigh the merits of hosting major sport events including the olympic games this paper presents a contingent valuation method estimate of the monetary value of intangible benefits to germans of hosting the olympic summer games in a nationwide online survey 6977 respondents said whether they would support a referendum to host the games the survey employed a payment card format containing monthly tax amounts to elicit individual willingness to pay for the games over a five year period in the weighted sample 26 expressed an average willingness to pay of 51 willingness to pay varied widely across regions around cologne the average willingness to pay was 100 interval data hurdle models reveal that policy consequentiality and various intangible benefits increased willingness to pay aggregate willingness to pay over a five year period amounted to 46 billion which exceeded the estimated costs of the 2024 summer games for hamburg the findings have implicatio

goal congruence analysis in multi division organizations with shared resources based on data envelopment analysis abstract in multi division organizations goal congruence between different divisions and top management is critical to the success of management in this paper drawing upon a nonparametric framework to model production technology we derive a necessary and sufficient condition for a firm with multiple divisions to be goal congruent and then extend it to a goal congruence testing measure which coincides with a data envelopment analysis dea model the goal congruence measure not only shows empirically whether the firm is goal congruent or not but also provides a measurement for the degree of goal incongruence to be goal congruent resources shared among divisions are suggested to be allocated so that the conditions for an optimizable operation are satisfied in addition goal congruent firms are verified to be cost efficient all findings in this research are examined and illustrated with a dataset of 20 bank branches with shared resources for service and sales divisions

addressing empirical challenges related to the incentive compatibility of stated preferences methods abstract an emerging theoretical literature focused on the incentive compatibility of stated preference surveys offers a new lens through which to view extant evidence on external validity and provides guidance for practitioners however critical theoretical assumptions rest on latent respondent beliefs such as the belief that respondents view surveys as potentially influencing policy i e policy consequentiality which gives rise to pressing empirical challenges in this study we develop a hybrid mixed logit model capable of integrating multiple latent beliefs and subjective measures of these beliefs into a discrete choice model of stated preferences planned use of a resource which can also be considered a latent variable is frequently an important consideration when modelling stated preferences for a change in a good and we demonstrate how our framework can be used to incorporate this information simultaneously we further explore whether simple information treatments which vary the degree to which the potential role of surveys in informing policy is emphasized can influence respondent beliefs our results suggest that latent beliefs over consequentiality resource use and to a much lesser extent the information treatments significantly influence elicited willingness to pay

monetary rewards and decision cost in experimental economics a survey of thirty one experimental studies which report data on the comparative effects of monetary rewards and opportunity cost shows 1 several studies in which increased rewards shift the central tendency of the data toward the predictions of rational models 2 in virtually all cases rewards reduce the variance of the data around the predicted outcome this is consistent with a model in which rewards are balanced against decision cost in agent behavior and explicates the argument that when rational models fail it can be attributed to low opportunity cost of deviations from the rational prediction

radial dea models without inputs or without outputs in this paper we consider radial dea models without inputs or without outputs and radial dea models with a single constant input or with a single constant output we demonstrate that i a ccr model without inputs or without outputs is meaningless ii a ccr model with a single constant input or with a single constant output coincides with the corresponding bcc model iii a bcc model with a single constant input or a single constant output collapses to a bcc model without inputs or without outputs and iv all bcc models including those without inputs or without outputs can be condensed to models having one less variable the radial efficiency score and one less constraint the convexity constraint

dynamic environmental performance analysis a malmquist index approach abstract this article presents a general framework for dynamic environmental performance analysis by generalizing the approach proposed by kuosmanen and kortelainen kuosmanen t kortelainen m 2005 measuring eco efficiency of production with data envelopment analysis journal of industrial ecology 9 4 59 72 from a static to a dynamic setting for this purpose we construct an environmental performance index epi by applying frontier efficiency techniques and a malmquist index approach compared to other dynamic environmental productivity and efficiency analysis approaches based on these methods our approach builds on the standard definition of eco efficiency as it is presented in the ecological economics literature recognizing the importance to analyze the sources of environmental performance changes we show how changes in overall environmental performance can be decomposed into changes in relative eco efficiency and shifts in environmental technology respectively we apply the presented technique at the macro level to dynamic environmental performance analysis of 20 member states of the european union in 1990 2003 according to the results environmental technical change mostly explains the improvement in overall environmental performance while relative eco efficiency change has been minor for most countries during the sample period

laboratory testbeds and non market valuation the case of bidding behavior in a second price auction with an outside option researchers now use the lab to examine the behavioral underpinnings of valuation before the field application which some argue has less experimental control but lab valuation work raises its own set of concerns when it uses private goods to explore non market valuation behavior because private goods have substitutes often unaccounted for in the lab therefore the lab as a tool to testbed field valuation work may be limited herein we design an induced valuation experiment to explore bidding behavior in a second price auction with an outside option that is a perfect substitute for the auction commodity theory predicts that rational bidders will consider the prices of outside options when formulating bidding strategies and will reduce their bids whenever their resale value exceeds the price of the outside option our results suggest that bidders account for outside options when formulating bids with behavior following comparative static predictions in addition we provide evidence concerning hypothetical versus actual behavior with induced values the data suggesting a hypothetical bias in the level of bids but not in bid shaving

using data envelopment analysis to assess macroeconomic policy performance it is common practice to summarize the macroeconomic performance of countries in terms of the four well known dimensions captured by the magic diamond of the oecd this study provides a comparison of several synthetic indicators that merge the four separate indicators into one single statistic these indicators are inspired by data envelopment analysis dea based models which allow for unequal weighting of the different economic objectives the calculated weights then act as proxies for the true policy priorities comparison of the models focuses on the underlying assumptions as well as on the empirical results they generate

allocating fixed costs and resources via data envelopment analysis abstract in this paper we show that data envelopment analysis dea can be viewed as maximising the average efficiency of the decision making units dmus in an organisation building upon this we present dea based models for a allocating fixed costs to dmus and b allocating input resources to dmus simultaneous to allocating input resources output targets are also decided for each dmu numeric results are presented for a number of example problems taken from the literature

fixed cost and resource allocation based on dea cross efficiency abstract in many managerial applications situations frequently occur when a fixed cost is used in constructing the common platform of an organization and needs to be shared by all related entities or decision making units dmus it is of vital importance to allocate such a cost across dmus where there is competition for resources data envelopment analysis dea has been successfully used in cost and resource allocation problems whether it is a cost or resource allocation issue one needs to consider both the competitive and cooperative situation existing among dmus in addition to maintaining or improving efficiency the current paper uses the cross efficiency concept in dea to approach cost and resource allocation problems because dea cross efficiency uses the concept of peer appraisal it is a very reasonable and appropriate mechanism for allocating a shared resource cost it is shown that our proposed iterative approach is always feasible and ensures that all dmus become efficient after the fixed cost is allocated as an additional input measure the cross efficiency dea based iterative method is further extended into a resource allocation setting to achieve maximization in the aggregated output change by distributing available resources such allocations for fixed costs and resources are more acceptable to the players involved because the allocation results are jointly determined by all dmus rather than a specific one the proposed approaches are demonstrated using an existing data set that has been applied in similar studies

contingent valuation controversies and evidence contingent valuation cv has become one of the most widely used non market valuation techniques cv s prominence is due to its flexibility and ability to estimate total value including passive use value its use and the inclusion of passive use value in benefit cost analyses and environ mental litigation are the subject of a contentious debate this paper discusses key areas of the debate over cv and the validity of passive use value we conclude that many of the alleged problems with cv can be resolved by careful study design and implementation we further conclude that claims that empirical cv findings are theoretically inconsistent are not generally supported by the literature the debate over cv however has clarified several key issues related to nonmarket valuation and can provide useful guidance both to cv practitioners and the users of cv results

characterizing an equitable allocation of shared costs a dea approach abstract in many applications to which dea could be applied there is often a fixed or common cost which is imposed on all decision making units this would be the case for example for branches of a bank which can be accessed via the numerous automatic teller machines scattered throughout the country a problem arises as to how this cost can be assigned in an equitable way to the various dmus in this paper we propose a dea approach to obtain this cost allocation which is based on two principles invariance and pareto minimality it is shown that the proposed method is a natural extension of the simple one dimensional problem to the general multiple input multiple output case

china s regional natural resource allocation and utilization a dea based approach in a big data environment abstract china s economic reform and opening policy has resulted in china s rapid growth especially in terms of economy the growth however is mainly based on huge consumption of natural resources and that consumption should be reduced by significant amounts to protect global ecosystems emerged in 1980s big data has developed very quickly in recent years bringing new perspectives and opportunities for all kinds of academic fields especially in dea since it is a research highly based on data in this paper we propose a sbm dea model based on natural resource input orientation to evaluate the efficiency of natural resource utilization for 26 provincial regions in mainland china from 2005 to 2012 a dea based approach is developed to allocate a reduced total of natural resources among the 26 provincial regions drawing support from the developments of big data we use each provincial region s previously observed production data to characterize its own production technology which allows a better analysis of how the production will change after allocations of natural resources are reduced our empirical study shows that most provincial regions perform well in terms of efficiency in utilizing natural resources but that is based on huge consumption of natural resources from an area perspective the eastern area of china achieved the highest average efficiency value followed by the central and western areas our study also indicates that the most effective allocation of the natural resources requires about half of the 26 provincial regions to reduce their natural resource consumption while the remaining ones can maintain their original consumption

allocation of carbon dioxide emission permits with the minimum cost for chinese provinces in big data environment abstract the environmental problem and global warming have drawn many governments attention in order to solve the problem reasonable allocation of carbon dioxide emission cde permits is an important issue because it sets the targets for the decision making units to control the amount of carbon dioxide emission in this paper a new data envelopment analysis approach is proposed to evaluate the efficiency of decision making units in a big data environment and set the carbon dioxide emission permits for each decision making unit with the minimum costs comparing with the previous works on carbon dioxide emission permits allocation we firstly allocate the amount of carbon dioxide emission permits taking account into the cost each decision making unit should take to achieve its target moreover two kinds of linear programming problems are developed under efficiency invariance principle and efficiency changeability principle respectively as the allocation of carbon dioxide emission permits causes the minimum cost the decision making units are more easily to accept the allocation alternative finally our approach is applied to the carbon dioxide emission permits allocation among chinese provinces the results show that the approach can well allocate the cde permits with the minimum cost and also reveal the relationship between the marginal cost of reducing cde permits and the adjustment on them

the optimal level of monetary aggregation in this paper i have three objectives 1 to describe the aggregation theoretic procedure for selecting the optimal monetary aggregates 2 to survey the available empirical evidence for information on the optimal aggregates and 3 to describe the procedures that should be followed to complete a redefinition of the monetary aggregates although all of the federal reserve board s current official aggregates are rejected as targets some newer aggregates are found to be substantially preferable to the official aggregates the board s staff recently completed the official redefinition of its monetary aggregates in a manner largely unrelated to aggregation and index number theory my own research in recent years has sought to remedy that shortcoming except for monetary aggregates most of the data provided by governmental agencies are constructed in accordance with aggregation and index number theory since aggregation theory can be applied to monetary aggregation 1 i constructed new monetary aggregates that are consistent with the economic theory 2 recently the empiri

money and its substitutes abstract measurement of the elasticity of substitution between financial assets is an important element in evaluating the role that those assets play in the economy this paper generalizes the model developed by chetty by relaxing the separability conditions while restoring homotheticity to the utility function the general model is found to produce empirical estimates that are statistically superior to the original while substantially reducing the estimated elasticities of substitution consequently the various types of savings accounts no longer appear to be very close substitutes for money balances

dea cross efficiency evaluation based on pareto improvement abstract cross efficiency evaluation as an extension tool of data envelopment analysis dea has been widely applied in evaluating and ranking decision making units dmus unfortunately the cross efficiency scores generated may not be pareto optimal which has reduced the effectiveness of this method to solve this problem we propose a cross efficiency evaluation approach based on pareto improvement which contains two models pareto optimality estimation model and cross efficiency pareto improvement model and an algorithm the pareto optimality estimation model is used to estimate whether the given set of cross efficiency scores are pareto optimal solutions if these cross efficiency scores are not pareto optimal the pareto improvement model is then used to make cross efficiency pareto improvement for all the dmus in contrast to other cross efficiency approaches our approach always obtains a set of pareto optimal cross efficiencies under the predetermined weight selection principles for these dmus in addition if the proposed algorithm terminates at its step 3 the evaluation results generated by our approach unify self evaluation peer evaluation and common weight evaluation in dea cross efficiency evaluation specifically the self evaluated efficiency and the peer evaluated efficiency converge to the same common weight evaluated efficiency when the algorithm stops this will make the evaluation results more likely to be accepted by all the dmus

a data envelopment model for aggregating preference rankings this paper presents a general model for aggregating votes from a preferential ballot the thrust of the model is to accord each candidate a fair assessment in terms of his overall standing vis a vis first place second place kth place votes the form of the model is a combined index j 1kwjvij where vij is the number of the jth place votes received by the ith candidate the weights wj are assumed to form a monotonically decreasing sequence with wj wj 1 dj e these constraints correspond to the assurance region ar side constraints in the dea framework the properties of the model are examined in terms of this discrimination intensity function d and in the special case that dj e e our model is shown to be equivalent to the consensus models of borda and kendall

resolving questions about bias in real and hypothetical referenda despite 10 years of research on behavior in hypothetical referenda conflict remains in the literature on whether or not the mechanism generates biased responses compared to real referenda and the nature and source of any such bias almost all previous inquiry in respect of this issue has concentrated on bias at the aggregate level this paper reports a series of three experiments which focuses on bias at the individual level and how this can translate to bias at the aggregate level the authors argue that only an individual approach to hypothetical bias is consistent with the concept of incentive compatibility the results of these experiments reflect these previous conflicting findings but go on to show that individual hypothetical bias is a robust result driven by the differing influence of pure self interest and other regarding preferences in real and hypothetical situations rather than by a single behavioral theory such as free riding in a hypothetical situation these preferences cause yea saying and non demand revealing voting this suggests that investigation of individual respondents in other hypothetical one shot binary choices may also provide us with insights into aggregate behavior in these situations

multi output efficiency with good and bad outputs abstract cherchye de rock dierynck roodhooft and sabbe 2013 introduced a dea methodology that is specially tailored for multi output efficiency measurement the methodology accounts for jointly used inputs and incorporates information on how inputs are allocated to outputs in this paper we present extensions that render the methodology useful to deal with undesirable or bad outputs in addition to desirable or good outputs interestingly these extensions deal in a natural way with several limitations of existing dea approaches to treat undesirable outputs we also demonstrate the practical usefulness of our methodological extensions through an application to us electric utilities

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

on the role of empirical industrial organization in competition policy abstract in this paper i consider the role of empirical industrial organization io in competition policy in particular i consider the effect of the institutional setting in which competition policy is developed on the diffusion of ideas and techniques emerging from the empirical io literature in doing so my aims are two fold first i aim to understand the areas of competition policy most likely to provide fertile ground for future work and those which are less likely to have an impact and second i hope to make a small step towards ensuring that the important potential synergies between competition policy and empirical io are more fully developed to the benefit of both communities and more importantly the public this paper necessarily draws heavily on my experience in the uk but many remarks may resonate more generally

competition policy and innovation l article analyse les complementarites et les tensions entre la concurrence et l innovation tant du point de vue des instruments d analyse que du point de vue des politiques economiques

measuring the macroeconomic performance of the taiwanese economy abstract in this paper i construct a scalar valued summary measure of the macroeconomic performance of an economy the measure combines any number of conventional but noncommensurate performance indicators the basic idea behind the procedure is to use mathematical programming techniques of efficiency measurement to construct a best practice macroeconomic performance frontier and then to measure performance in terms of an indicator based efficiency score the procedure is applied to a set of ten asian economies over the past two decades with special attention paid to taiwan

using neuroeconomics to understand environmental valuation contingent valuation choice experiments and other stated preference methods are frequently used to capture the nonmarket valuation of natural resources and ecosystem services the emerging field of neuroeconomics which assesses the neuroscience underlying decision making plots a promising course to explore the mechanisms underlying complex environmental valuation decisions neuroeconomic methods offer a unique capacity to isolate value components that contribute to willingness to pay wtp separating an individual s response to natural resource attributes that are of interest to economists from other attributes or influences on the decision process neuroimaging data can also aid in understanding differences in response between preference elicitation techniques and identifying the use of different decision processes and heuristics during valuation this article surveys the benefits and limitations of using neuroeconomics methods to assess the value of environmental goods and focuses on three examples where neuroeconomics may inform environmental valuation protest responses comparison of hypothetical and consequential choice contexts and the evaluation of environmental attributes and optimization of study design in stated choice experiments neuroeconomics methods offer a foundation for positive collaboration between environmental economists and cognitive neuroscientists yielding metrics that complement and augment current stated preference methods of determining environmental valuation

using ex ante approaches to obtain credible signals for value in contingent markets evidence from the field while contingent valuation remains the only option available for measurement of total economic value of nonmarketed goods the method has been criticized due to its hypothetical nature we analyze field experimental data to evaluate two ex ante approaches to attenuating hypothetical bias directly comparing value statements across four distinct referenda hypothetical cheap talk consequential and real our empirical evidence suggests two major findings hypothetical responses are significantly different from real responses and responses in the consequential and cheap talk treatments are statistically indistinguishable from real responses we review the potential for each method to produce reliable results in the field

decomposing capacity utilization in data envelopment analysis an application to banks in india abstract this paper briefly reviews the existing methods of capacity utilization in nonparametric framework from economic perspectives and then suggests an alternative in the light of limitations therein in the spirit of work by coelli et al coelli t j grifell tatje e perelman s 2002 capacity utilisation and profitability a decomposition of short run profit efficiency international journal of production economics 79 261 278 we propose two methods radial and non radial to decompose the input based physical technological capacity utilization into various meaningful components viz technical inefficiency ray economic capacity utilization and optimal capacity idleness a case study of indian banking industry is taken as an example to illustrate the potential application of these two methods of decomposition our two broad empirical findings are that first competition created after financial sector reforms generates high efficiency growth and reduces excess capacity second the cost gap of the short run cost from the actual cost is higher for the nationalized banks over the private banks indicating that the former banks though old do not reflect their learning experience in their cost minimizing behavior

social norms morals and self interest as determinants of pro environment behaviours the case of household recycling this paper considers the role which selfish moral and social incentives and pressures play in explaining the extent to which stated choices over pro environment behaviours vary across individuals the empirical context is choices over household waste contracts and recycling actions in poland a theoretical model is used to show how cost based motives and the desire for a positive self and social image combine to determine the utility from alternative choices of recycling behaviour we then describe a discrete choice experiment designed to empirically investigate the effects such drivers have on stated choices a hybrid logit model is used to link statements over attitudes to recycling to choices dealing with a potential endogeneity problem caused by the joint effects of un observables on attitudes and choices we find that a substantial share of our respondents prefer to sort their waste at home rather than in a central sorting facility this preference is associated with a moral intrinsic motivation involving a belief that sorting at home is more thorough than central sorting

voting when money and morals conflict an experimental test of expressive voting abstract moral considerations may matter much in voting because the costs of expressing support for a morally worthy cause may be low in a referendum these costs depend on whether a voter expects to affect the outcome of the referendum to test the low cost theory of expressive voting we experimentally investigate a proposal to tax everyone and to donate tax revenues the analysis of expectations and voting decisions shows that the low cost theory fails to explain voting decisions instead we find that voters tend to approve of the proposal if they expect others to approve too

does realism matter in contingent valuation surveys the importance of stressing the realism or policy relevance of a contingent valuation cv survey is commonly recognized by cv researchers this paper focuses on the relationship between the probability that a subject s response will result in real consequences and the subject s accurate reporting of willingness to pay results from experiments support the argument that efforts to make contingent valuation surveys real are important however our results also suggest that the connection between the survey and the likelihood of a payment must be rather powerful before surveys generate accurate reporting of willingness to pay for a public good

are hypothetical referenda incentive compatible a comment in a recent article in this journal cummings al 1997 offer experimental evidence rejecting the hypothesis that a hypothetical referendum is an incentive compatible mechanism for obtaining the social value of or willingness to pay for changes in the allocation of environmental goods and services while cautions in offering a blanket rejection of hypothetical referenda as a means of measuring economic values on the basis of their findings the authors do suggest that at least in experimental settings respondents appear to behave differently when real money is changing hands wheather hypothetical situations adequately mimic real market situations has been debated in the contigent valuation literature since its inception see cummings brookshire and schulze 1986 cummings et al s finding of incentive incompatibility appears to offer strong evidence for the critics of hypothetical referenda

an economic approach to environmental indices abstract this study uses the directional output distance function from economic productivity theory as an alternative approach to environmental index construction we use the directional output distance function to aggregate multiple environmental objectives into one measure of environmental performance we apply this method to a set of watershed data and compare our results to the existing u s environmental protection agency epa index values when modeling the same set of objectives the directional output distance function and the existing epa index yield similar measures of environmental performance we discuss the mathematical properties of both indices using the axioms of economic index theory and explore the possible advantages to our approach the mathematical properties of the directional output distance function are well established and this approach provides a nonparametric way to aggregate individual characteristics this advances the standard use of a priori weighted summation and circumvents the often contentious selection of index weights

incentive compatibility tests of choice experiment value elicitation questions abstract this paper uses laboratory experiments with induced values to address fundamental issues related to the incentive compatibility of choice experiment value elicitation questions in particular we compare two versus three option choice sets and the effect of using alternative provision rules including one where the outcome is influenced by both participant and regulator votes we find the overall proportion of choices that are inconsistent with induced preferences is rather low however there are more deviations from induced preferences for two option choice sets and for alternatives to a simple plurality vote implementation rule a multinomial probit analysis of choices in tandem with a mixed logit welfare analysis suggests there is a statistically significant but modest degree of bias towards selecting the status quo option

decision support for target based resource allocation of public services in multiunit and multilevel systems this paper is concerned with the problem of resource allocationand target setting in the provision of public services the paper develops a network based representation of multilevel resource management with equity efficiency and effectiveness being recognised as the fundamental objectives of the system on the modelling side the proposed method combines data envelopment analysis and goal programming formulations integrated within an interactive planning framework an illustrative application on fire departments is used to show the applicability of the method developed to assist the resource allocation process