statistical efficiency of double bounded dichotomous choice contingent valuation the statistical efficiency of conventional dichotomous choice contingent valuation surveys can be improved by asking each respondent a second dichotomous choice question which depends on the response to the first question if the first response is yes the second bid is some amount greater than the first bid while if the first response is no the second bid is some amount smaller this double bounded approach is shown to be asymptotically more efficient than the conventional singlebounded approach using data from a survey of californians regarding their willingness to pay for wetlands in the san joaquin valley we show that in a finite sample the gain in efficiency can be very substantial

implications of bid design and willingness to pay distribution for starting point bias in double bounded dichotomous choice contingent valuation surveys we examine starting point bias in double bounded dichotomous choice contingent valuation surveys we investigate 1 the seriousness of the biases for the location and scale parameters of the willingness to pay wtp in the presence of starting point bias 2 whether or not these biases depend on the distribution of wtp and on the bid design and 3 how well a commonly used diagnostic for starting point bias a test of the null that bid set dummies entered in the right hand side of the wtp model are jointly equal to zero performs under various circumstances monte carlo simulations suggest that the effect of ignoring starting point bias depends on the bid design and on the true distribution of wtp a well balanced symmetric bid design may result in very modest biases even when the anchoring mechanism is very strong the power of bid set dummies in detecting starting point bias is low they tend to account for misspecifications in the distribution assumed by the researcher for the latent wtp rather than capturing the presence of starting point bias

modelling heterogeneity in response behaviour towards a sequence of discrete choice questions a probabilistic decision process model there is a growing body of evidence in the non market valuation literature suggesting that responses to a sequence of discrete choice questions tend to violate the assumptions typically made by analysts regarding independence of responses and stability of preferences decision processes or heuristics such as value learning and strategic misrepresentation have been offered as explanations for these results while a few studies have tested these heuristics as competing hypotheses none has investigated the possibility that each explains the response behaviour of a subgroup of the population in this paper we make a contribution towards addressing this research gap by presenting a probabilistic decision process model designed to estimate the proportion of respondents employing defined heuristics we demonstrate the model on binary and multinomial choice data sources and find three distinct types of response behaviour the results suggest that accounting for heterogeneity in response behaviour may be a better way forward than attempting to identify a single heuristic to explain the behaviour of all respondents

estimation using contingent valuation data from a dichotomous choice with follow up questionnaire reply abstract our original article proposed that the two yes no willingness to pay wtp responses produced by this survey format should be viewed as a pair of jointly distributed correlated discrete random variables the comparison model the conventional approach to estimation using these types of data contained a programming error correction alters the results from the comparison model but our original claim that estimation by conventional methods can produce misleading inferences if ours is the appropriate specification still stands this is especially true if negative wtp is precluded when e wtp is calculated

a test of the equality of closed ended and open ended contingent valuations a test is developed to find whether open ended and closed ended contingent valuation mechanisms lead to significantly different results the test is based on joint estimation of willingness to pay responses to open and closed ended questions asked of the same sample of individuals in a public good example individuals do respond differently depending on question format possible explanations include different incentives for strategic behavior and respondents lack of familiarity with the open ended question type no differences in willingness to pay were found in a private good example

social demand for electricity from forest biomass in spain does payment periodicity affect the willingness to pay in this article we analyze social preferences for a partial substitution programme of electricity generated by conventional energy sources for energy generated from a local renewable energy source such as forest biomass this analysis sets arguments in favour of accelerating the introduction of this renewable technology in the spanish electricity system simultaneously two methodological goals concerning the contingent valuation method are discussed in the first one we analyze if there are statistical differences in the willingness to pay wtp when a single or a double bounded format is employed to ask the valuation question results show that wtp estimates from single and double bounded significantly differ in the second one we analyze the effect of the periodicity of the payment vehicle on the estimates of welfare change the timeframe specification of the payment vehicle has been scarcely studied and this fact constitutes the main contribution of this paper to the specialized literature results show that periodicity influences upon the probability to favour the proposed change the periodicity does not affect to the mean wtp obtained in the single bounded format but there are statistical differences in the double bounded format these results might be explained by the presence of yea saying and payment scale bias

the impact of trade liberalisation on exports imports and the balance of payments of developing countries this paper uses panel data and times series cross section analysis to estimate the effect of trade liberalisation on export growth import growth the balance of trade and the balance of payments for a sample of 22 developing countries that have adopted trade liberalisation policies since the mid 1970s we find that liberalisation stimulated export growth but raised import growth by more leading to a worsening of the balance of trade and payments to the extent that this has constrained the growth of output and living standards the findings have important implications for the sequencing and degree of liberalisation

ordering anomalies in choice experiments this paper investigates whether responses to choice experiments ces are subject to ordering anomalies while previous research has focussed on the possibility that such anomalies relate to position in the sequence of choice tasks our research reveals that the particular order of tasks matters using a novel experimental design that allows us to test our hypotheses using simple nonparametric statistics we observe ordering anomalies in ce data similar to those recorded in the dichotomous choice contingent valuation literature those ordering effects operate in both price and commodity dimensions and are observed to compound over a series of choice tasks our findings cast serious doubt on the current practice of asking each respondent to undertake several choice tasks in a ce while treating each response as an independent observation on that individual s preferences

optimal bid selection for dichotomous choice contingent valuation surveys abstract this paper develops a model for optimal survey design for the dichotomous choice contingent valuation method that finds the bid amounts as well as the sample sizes corresponding to each bid the model uses an iterative procedure to select the survey design that minimizes the mean square error of the welfare measure a set of monte carlo simulations shows that the model produces significantly lower mean squared errors for the welfare estimate than the next best model produces survey design under alternative assumptions regarding the statistical distribution of the welfare measure is also addressed the model produced significantly different survey designs depending on whether the distribution was assumed to be symmetric or asymmetric

the determinants of import demand in pakistan abstract this paper examines the factors influencing the demand for pakistan s imports during the period from 1959 1960 to 1985 1986 a general approach is used to determine empirically the appropriate formulation of the import demand functions and leads to the choice of the loglinear form the estimated price and income elasticities are distinctly different from those of the developed and middle income countries

controlling starting point bias in double bounded contingent valuation surveys in this paper we study starting point bias in double bounded contingent valuation surveys this phenomenon arise in applications that use multiple valuation questions indeed response to follow up valuation questions may be influenced by the bid proposed in the initial valuation question previous research have been conducted in order to control for such an effect however they find that efficiency gains are lost when we control for undesirable response effects relative to a single dichotomous choice question contrary to these results we propose a way to control for starting point bias in double bounded questions with gains in efficiency

contingent valuation techniques for assessing environmental impacts further evidence abstract this paper provides further evidence on the development and application of the iterative bidding technique used to assess environmental impacts three specific issues the hypothetical nature of the survey technique the questionnaire information structure and the bidding procedure starting point are examined theoretically and empirically to determine their effect on individual bid behavior the empirical results indicate that the importance of these influences may have been overstated in earlier studies

difficulties in valuing street light improvement trust surprise and bound effects previous empirical research has demonstrated an internal inconsistency that may occur in response strategies between the first and second valuations made to closed ended contingent valuation questions one possible explanation for this bound effect is the surprise of being asked the second valuation question which may be enhanced where there is a lack of trust this paper considers the use of closed ended contingent valuation to estimate non market benefits for an improved street lighting scheme where there is a lack of trust in the agency responsible for provision the results provide confirmation that surprise is an important determinant of bound effects however efforts to reduce such bias using a prior statement of the bid range were found to be ineffective in increasing trust and reducing surprise given the importance of this area of research directions for future research are considered

an aggregate private expenditure function for the bangladesh economy abstract this paper specifies and estimates an aggregate private expenditure function for bangladesh for the period 1974 1 1985 4 it is specified on the basis of a monetary approach where the level of private expenditure depends not only on the level of real permanent disposable income but also on a variable which measures the extent of disequilibrium in the real money market the regression results suggest that the long run income elasticity of private expenditure is around 0 765 which is lower than unity a fact which induces a decline in the ratio of private expenditure to income as income increases the adjustment coefficient to monetary disequilibrium indicates that in the long run around 32 of excess money supply is reflected in an increase in private expenditure while the rest is mainly used for accumulation of assets

the effects of trade liberalization on imports in selected developing countries abstract this paper analyses the impact of the reduction of tariff and nontariff barriers on the imports of 22 selected developing countries utilizing dynamic panel data techniques domestic income and relative prices are found to be significant determinants of import growth in addition the results indicate that import duties reduce import growth but the effect varies according to the region and the type of trade policy regime existing in the country the results also show that the elimination of trade policy distortions has a strong positive impact on import growth finally it is found that income and price elasticities are higher as a result of trade policy reform

optimal experimental design for double bounded dichotomous choice contingent valuation the double bounded dichotomous choice model is becoming popular in the contingent valuation literature this technique considers the responses to two bids the second one being determined according to the response to the first and it has been shown to be statistically more efficient than the standard single bounded model in this paper the issue of the optimal choice of bid values for the double bounded logit model is addressed these designs are derived to satisfy the d optimal c optimal and fiducial method criteria

starting point bias in dichotomous choice valuation with follow up questioning abstract follow up questions are frequently used to improve the efficiency of dichotomous choice contingent valuation questionnaires however a number of authors e g 12 16 have noted a significant difference between the wtp distributions implied by initial and follow up question responses this paper investigates starting point bias as one explanation for the phenomenon we develop a model of starting point bias in the context of dichotomous choice questioning with follow up using a monte carlo simulation to illustrate the potential bias imparted to wtp estimates an application is provided based on data from a cv study in northcentral iowa

exploring preference anomalies in double bounded contingent valuation double bounded dichotomous choice dbdc contingent valuation offers increased efficiency of willingness to pay wtp estimates compared with the single bounded format however evidence suggests dbdc generates anomalous respondent behaviour this paper provides the first investigation and explanation of these anomalies in health results suggest the incentives for truthful preference revelation are altered in the presence of a follow up question this result is found using both regression techniques and analysis of raw responses although findings suggest very certain respondents exhibit less anomalous behaviour inconsistencies remain across bounds the results of this study question the use of iterative valuation formats

designing transactions without framing effects in iterative question formats abstract several studies document that iterative question formats used in contingent valuation studies produce anomalies in respondent behavior that appear to threaten the validity of welfare estimates by decomposing iterative question formats into their ascending and descending sequences we show that these anomalies occur only in ascending sequences we describe the conditions under which comparable patterns of behavior are likely to be found in other iterative question formats that begin with a discrete willingness to pay question we then develop a unified explanation of these anomalies using our model of framing based on prospect theory we provide the first head to head test of rival explanations of these behavioral patterns by developing refutable hypotheses for the strategic behavior yea saying anchoring and cost expectations models finally based on our own statistically robust model we show how these anomalies can be eliminated without loss of the statistical efficiency of most iterative question formats

modeling starting point bias as unobserved heterogeneity in contingent valuation surveys an application to air pollution up to now the starting point bias has generally been considered to be a homogeneous phenomenon in this article we treat anchoring as an unobserved heterogeneous phenomenon our contribution is twofold first we show analytically and by way of simulations that assuming homogeneous anchoring can be hazardous and lead to misspecifications second we propose an econometric model that starts with a dichotomous question and then uses an open ended question we finally apply our model to a contingent valuation survey on air quality our results suggest that how anchoring is modeled in empirical studies deserves more attention

an independent sample test of yea saying and starting point bias in dichotomous choice contingent valuation abstract we developed several diagnostic tools to test the convergent validity of two common contingent valuation elicitation procedures data were collected from independent samples receiving dichotomous choice and payment card questions we compared actual with counter factual responses using deterministic and monte carlo methods and we found that wtp distributions and mean values varied by the value elicitation method we also developed a paired comparison test for procedure variance which indicated that yea saying and starting point bias influenced dichotomous choice responses

on empirical exchange rate models what does a rejection of the symmetry restriction on short run interest rates mean abstract the purpose of this paper is to interpret the well documented rejection of reduced form symmetry restrictions on short run interest rates and to show that such a rejection implies a rejection of rational expectations re and or uncovered interest rate parity uip the paper also shows that if this rejection is due to failure of uip it cannot be explained by the presence of a standard risk premium in order to provide for well specified alternatives the paper explores the reduced form implications of imperfect capital mobility and a recent alternative to re called the theories consistent expectations framework

determinants of the demand for imports of venezuela abstract in this study we use disaggregated annual data to estimate real income and relative price elasticities of demand for imports of venezuela after comparing our estimates with those of previous studies we conclude that 1 venezuela has made progress in developing domestic substitutes for imports and 2 the degree of openness in venezuela increased after 1961 we also find evidence that during the period 1974 1979 the increase in the market value of venezuela s oil reserves led to an increase in all categories of imports

procedural invariance testing of the one and one half bound dichotomous choice elicitation method the contingent valuation method for estimating willingness to pay for public goods typically adopts a single referendum question format which is relatively statistically inefficient as an alternative cooper hanemann and signorello 2002 propose the one and one half bound oohb format allowing researchers to question respondents about both a lower and higher limit on project costs thereby securing substantial gains in statistical efficiency using an experimental design we find that responses to oohb valuation questions fail crucial tests of procedural invariance we test various competing models of observed response patterns including strategic misrepresentation of standard preferences and nonstandard models of preference formation

bounded rationality in contingent valuation empirical evidence using cognitive psychology abstract survey based valuation techniques like the contingent valuation method cvm rely particularly on the premise of respondents rationality when answering willingness to pay wtp questions results of cvm surveys have repeatedly put this fundamental assumption into question this study adopts a more realistic view of rationality accounting for respondents limited capacities to process information based on cognitive psychology a technique to detect and analyze the bounds of rationality inherent in wtp statements is developed using an empirical example the influence of bounded rationality on the validity of cvm results is analyzed it is shown that individual differences in information processing play a major role for the validity of cvm responses the results allow new insights into response behavior in dichotomous choice versus payment card elicitation formats from the results of this study recommendations for future survey designs taking into account respondents different information processing modes are developed

disequilibrium buffer stock models a survey abstract this paper surveys the growing literature on buffer stock models of the monetary transmission process the first part indicates the basic issue of how assumed exogenous changes in the money supply work their way through the economic system via disequilibrium in the money market after a brief historical development buffer stock models are divided into four types depending upon whether the disequilibrium arises in stocks and or flows and to whether changes in the money stock are purely exogenous the empirical implications including how buffer stock models explain the recent behaviour of money demand functions are given theoretical and empirical criticisms of the models are presented in terms of the classification system the survey concludes that whilst the buffer stock notion is an interesting idea the current models do not lend themselves to empirical testing and those models which do have performed poorly

learning design contingent valuation ldcv noaa guidelines preference learning and coherent arbitrariness we extend the contingent valuation cv method to test three differing conceptions of individuals preferences as either i a priori well formed or readily divined and revealed through a single dichotomous choice question as per the noaa cv guidelines k arrow r solow p r portney e e leamer r radner h schuman report of the noaa panel on contingent valuation fed reg 58 1993 4601 4614 ii learned or discovered through a process of repetition and experience j a list does market experience eliminate market anomalies q j econ 2003 41 72 c r plott rational individual behaviour in markets and social choice processes the discovered preference hypothesis in k arrow e colombatto m perleman c schmidt eds rational foundations of economic behaviour macmillan london st martin s new york 1996 pp 225 250 iii internally coherent but strongly influenced by some initial arbitrary anchor d ariely g loewenstein d prelec coherent arbitrariness stable demand curves without stable preferences q j econ 118 1 2003 73 105 findings reject both the first and last of these conceptions in favour of a model in which preferences converge towards standard expectations through a process of repetition and learning in doing so we show that such a learning design cv method overturns the stylised facts of bias and anchoring within the double bound dichotomous choice elicitation format

dynamic learning and context dependence in sequential attribute based stated preference valuation questions a hybrid stated preference model is presented that combines the referendum contingent valuation response format with an experimentally designed set of attributes a sequence of valuation questions is asked to a random sample in a mailout mail back format econometric analysis shows greater discrimination between alternatives in the final choice in the sequence and the vector of preference parameters shifts lead and lag choice sets have a structural influence on current choices and unobserved factors induce positive correlation across the responses these results indicate that people learn about their preferences for attributebased environmental goods by comparing attribute levels across choice sets

identifying individual discount rates and valuing public open space with stated preference models an individual s rate of time preference is an important consideration for individuals deciding whether to support a public good since the benefits of a public good often come in the future our study finds individual discount rates from a contingent valuation method cvm question where the time frame of the payment schedule is varied across surveys we find discount rates similar to the rates found in the recent revealed preference and experimental literature of around 30 our cvm question addresses the preservation of additional open space adjacent to a large regional park at the urban fringe of portland oregon

elasticities of import demand and economic development the irish experience abstract in their paper on venezuela melo and vogt suggested two hypotheses concerning the relationship between the elasticities of import demand and economic development in this paper these hypotheses are tested in relation to the experience of the republic of ireland which it is argued closely approximated the conditions described by the melo vogt hypotheses both hypotheses are rejected in the case of the republic of ireland where it is argued special factors such as the nature of the development strategy pursued and proximity to a large dominant trading partner undetermined the conditions underlying the melo vogt hypotheses

respondent uncertainty and ordering effect on willingness to pay for salt marsh conservation in the brest roadstead france abstract this paper explores the potential link between the sensitivity of willingness to pay wtp to the order of presenting bid amounts in contingent valuation questions ordering effect and respondent uncertainty the resource being valued is a public project to protect salt marshes against the spread of an invasive aquatic plant in the brest roadstead france valuation uncertainty is captured through a variant of payment card format where respondents are given the opportunity to report their wtp as either a single value option a or an interval of values option b the ordering effect is tested using both parametric models that ignore and control for the potential sample selection bias related to the choice between option a and option b as well as non parametric models the results suggest that 1 respondents place substantial wtp values on salt marsh conservation and 2 the ordering effect is linked to respondent uncertainty since only uncertain respondents react differently to changes in the order of presenting bid amounts specifically for uncertain respondents putting bid amounts in ascending order yields lower welfare estimates than putting bid amounts in descending order or random order policy recommendations and options to deal with ordering effect are discussed

valuing public goods discrete versus continuous contingent valuation responses independent applications of open ended and dichotomous choice formats are compared using tests of means estimating joint likelihood functions and nonparametric tests of distributions the null hypothesis of no difference in the open ended and dichotomous choice estimates of central tendency cannot be rejected for two out of three data sets while estimated standard deviations are significantly different for all three data sets in addition actual dichotomous choice means and standard deviations exceed those from comparable synthetic dichotomous choice data sets suggesting either open ended questions underestimate values or dichotomous choice bid structures may lead to systematic overestimates

bias in discrete response contingent valuation abstract the empirical literature on discrete response contingent valuation has found that seemingly innocuous changes in the statistical models estimated result in significantly different point estimates of willingness to pay this paper hypothesizes and tests several potential explanations for these results first it investigates and compares the biases inherent in single bounded and double bounded maximum likelihood estimation procedures and examines how they react to various bid designs and sample sizes then it examines the presence and identification of outliers in binary choice data and how these outliers influence estimation finally it presents an alternative approach to addressing the issue of outliers which explicitly acknowledges the possibility of upwardly biased response probabilities

an empirical analysis of the effect of monetary disequilibria in open economies abstract a dynamic disequilibrium simultaneous equation econometric model for france and west germany is set up estimated and simulated to consider the ways in which disequilibrium in the money markets is eliminated the results provide suggestive evidence to support the monetary approach to the balance of payments

monetary and fiscal policy in a second order continuous time macroeconometric model of the united kingdom abstract this paper is concerned with the application to monetary and fiscal policy analysis of a recently developed second order continuous time macroeconometric model of the united kingdom it deals with the effect on stability of both simple ad hoc policy feedbacks and more sophisticated feedbacks derived by using optimal control theory the latter are designed to minimize an infinite horizon quadratic cost function involving deviations of output the exchange rate and the monetary and fiscal policy instruments from their steady state paths and also the rates of change of the policy instruments

repeated dichotomous choice formats for elicitation of willingness to pay simultaneous estimation and anchoring effect repeated dichotomous choice contingent valuation data are generated from responses to a succession of binary questions regarding alternative prices for an environmental good in this paper we propose a simultaneous equation model that allows for endogeneity and error correlation across the responses at each stage of the bidding process the model allows us to study the evolution of anchoring effects after the second dichotomous choice question estimation involves the bayesian techniques of gibbs sampling and data augmentation and the application focuses on the preservation value of a natural area the results for a data set involving up to four successive dichotomous choice questions show that restricted multiple bounded models are rejected by the data with the general model in addition willingness to pay tends to stabilize after the second stage in the elicitation process for the general unrestricted model when taking anchoring effects into consideration it is revealed that individuals responses in the latter stages are influenced by the sequence of bid prices offered in earlier questions nevertheless they do not have a significant effect on welfare estimates