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

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

environmental pricing of externalities from different sources of electricity generation in chile abstract the rapid increase in electricity demand in chile means a choice must be made between major investments in renewable or non renewable sources for additional production current projects to develop large dams for hydropower in chilean patagonia impose an environmental price by damaging the natural environment on the other hand the increased use of fossil fuels entails an environmental price in terms of air pollution and greenhouse gas emissions contributing to climate change this paper studies the debate on future electricity supply in chile by investigating the preferences of households for a variety of different sources of electricity generation such as fossil fuels large hydropower in chilean patagonia and other renewable energy sources using double bounded dichotomous choice contingent valuation a novel advanced disclosure method and internal consistency test are used to elicit the willingness to pay for less environmentally damaging sources policy results suggest a strong preference for renewable energy sources with higher environmental prices imposed by consumers on electricity generated from fossil fuels than from large dams in chilean patagonia policy results further suggest the possibility of introducing incentives for renewable energy developments that would be supported by consumers through green tariffs or environmental premiums methodological findings suggest that advanced disclosure learning overcomes the problem of internal inconsistency in sb db estimates

a multivariate cointegrated modelling approach in testing temporal causality between energy consumption real income and prices with an application to two asian ldcs unlike previous studies on the casual relationship between energy consumption and economic growth this paper illustrates how the finding of cointegration i e long term equilibrium relationship between these variables may be used in testing granger causality based on the most recent johansen s multiple cointegration tests preceded by various unit root or nonstationarity tests we test for cointegration between total energy consumption real income and price level of two asian ldcs thailand and sri lanka nonrejection of cointegration between variables rules out granger noncausality and implies at least one way of granger causality either unidirectional or bidirectional secondly by using a dynamic vector error correction model we then analyse the direction of granger causation and hence the within sample grangerexogeneity or endogeneity of each of the variables thirdly the relative strength of the causality is gauged through the dynamic variance decomposition technique by decomposing the total

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

energy consumption and gdp in developing countries a cointegrated panel analysis in this paper we re investigate the co movement and the causality relationship between energy consumption and gdp in 18 developing countries using data for the period 1975 to 2001 recently developed tests for the panel unit root heterogeneous panel cointegration and panel based error correction models are employed the empirical results provide clear support of a long run cointegration relationship after allowing for the heterogeneous country effect the long run relationship is estimated using a full modified ols the evidence shows that long run and short run causalities run from energy consumption to gdp but not vice versa this result indicates that energy conservation may harm economic growth in developing countries regardless of being transitory or permanent

energy consumption real income and temporal causality results from a multi country study based on cointegration and error correction modelling techniques abstract unlike previous studies on the causal relationship between energy consumption and economic growth this paper illustrates how the finding of cointegration i e long term equilibrium relationship between these variables may be used in testing granger causality based on the most recent johansen s multivariate cointegration tests preceded by various unit root or non stationarity tests we test for cointegration between total energy consumption and real income of six asian economies india pakistan malaysia singapore indonesia and the philippines non rejection of cointegration between variables rules out granger non causality and imples at least one way of granger causality either unidirectional or bidirectionial secondly by using a dynamic vector error correction model we then analyse the direction of granger causation and hence the within sample granger exogeneity or endogeneity of each of the variables thirdly the relative strength of the causality is gauged through the dynamic variance decomposition technique by decomposing the total impact of an unanticipated shock to each of the variables beyond the sample period into proportions attributable to shocks in the other variables including its own in the bivariate system results based on these tools of methodology indicate that while all pair wise relationships shared common univariate integrational properties only relationships for three countries india pakistan and indonesia were cointegrated for these countries temporal causality results were mixed with unidirectional causality from energy to income for india exactly the reverse for indonesia and mutual causality for pakistan the vdcs were not inconsistent with these results and provided us with an additional insight as to the relatively more dominant direction of causation in pakistan simple bivariate vector autoregressive models for the three non cointegrated systems did not indicate any direction of causality significantly in either direction

estimating willingness to pay for renewable energy in south korea using the contingent valuation method the importance of renewable energy as a response to climate change is universally acknowledged however its successful implementation requires public approval and cooperation this study aims to identify the level of renewable energy acceptance in korea by estimating korean consumers additional willingness to pay wtp using the contingent valuation cv method which is the most widely used to analyze consumer preferences the estimation results indicate that korean consumers are willing to pay an additional usd 3 21 per month for electricity generated with renewable energy however wtp in korea is low relative to other advanced nations indicating that these values could be influenced through policies aimed at improving knowledge and acceptance of renewable energy sources among korean consumers

energy consumption and gdp causality relationship in g 7 countries and emerging markets abstract the causality relationship between energy consumption and income is a well studied topic in energy economics this paper studies the time series properties of energy consumption and gdp and reexamines the causality relationship between the two series in the top 10 emerging markets excluding china due to lack of data and g 7 countries we discover bi directional causality in argentina causality running from gdp to energy consumption in italy and korea and from energy consumption to gdp in turkey france germany and japan hence energy conservation may harm economic growth in the last four countries

the impact of electricity supply on economic growth in sri lanka abstract yang energy econ 22 2000 309 has found a bi directional causal relationship between gross domestic product and electricity consumption in taiwan roc this study applies yang s model to examine the impact of electricity supply on economic growth in sri lanka morimoto and hope an extended cba model of hydro projects in sri lanka 2001 have found that the expected increase in economic output due to increased electricity supply parameter eo plays a crucial role in their cost benefit analysis model this study shows that the application of yang s regression analysis is one possible approach to estimate a better range for the parameter eo the estimated figure is that an extra output of rs 88 000 137 000 us1120 1740 for every 1 mw h increase in electricity supply

testing preference formation in learning design contingent valuation using advance information and repetitive treatments policymakers have largely replaced single bounded discrete choice valuation by the more statistically efficient repetitive method double bounded discrete choice and discrete choice experiments repetitive valuation permits classification into rational and irrational preferences 1 a priori well formed 2 consistent nonarbitrary values discovered through repetition and experience 3 consistent but arbitrary values as shaped by preceding bid level and 4 inconsistent and arbitrary values policy valuations should demonstrate behaviorally rational preferences we outline novel methods for testing this in double bounded discrete choice experiments applied to renewable energy premiums in chile

an experimental investigation of explanations for inconsistencies in responses to second offers in double referenda abstract this paper demonstrates the potential for induced preference experiments to test previously unverified explanations of observed behavior in contingent valuation surveys the noaa panel on contingent valuation called for experimental evidence on potential biases in the double referendum format we test carson groves and machina s incentives and informational properties of preference questions plenary address to the european association of resource and environmental economists oslo norway june 1999 simple cost uncertainty and weighted averaging explanations of inconsistent responses to follow up offers in such double referenda against a baseline of certainty and truthful preference revelation the results find evidence to support the weighted average hypothesis results regarding the cost uncertainty hypothesis are more ambiguous and merit further investigation

conservative dichotomous choice responses in the active policy setting dc rejections below wtp an important feature of a contingent value cv study is that researchers design a survey that guides respondents to answer dichotomous choice dc questions as if they represent once and for all choices researchers frequently construct hypothetical markets to satisfy this condition yet detractors assert that hypotheticality leads inevitably to inflated dc responses for active policy questions however some respondents may suspect that a cv informs an actual policy issue so to reject a dc might induce the policy maker to reintroduce the policy with a price reduction or a program improvement with potential incentives to deflate a dc response when policies are active we locate two types of respondents that represent two different incentives one class is expected to be able to risk permanent rejection of a waiver from one automobile emissions inspection this class more frequently rejects a dc value known to improve existing conditions another respondent class is expected to be risk averse to defeat of the program or to excessive delay predictably these respondents more frequently accept a dc value that represents a known gain conservative dc responses have implications for the use of cv in active policy contexts opening a role for theory to assist practitioners in these circumstances

causal relationship between energy consumption and gdp revisited the case of korea 1970 1999 abstract causal relationship between energy consumption and economic growth is investigated applying a multivariate model of capital labor energy and gdp usual btu energy aggregate is substituted with a divisia aggregate in an attempt to mitigate aggregation bias to test for granger causality in the presence of cointegration among the variables we employ a vector error correction model rather than a vector autoregressive model empirical results for korea over the period 1970 1999 suggest a long run bidirectional causal relationship between energy and gdp and short run unidirectional causality running from energy to gdp the source of causation in the long run is found to be the error correction terms in both directions

energy and economic growth in the usa a multivariate approach abstract this paper examines the causal relationship between gdp and energy use for the period 1947 90 in the usa the relationship between energy use and economic growth has been examined by both biophysical and neoclassical economists in particular several studies have tested for the presence of a causal relationship in the granger sense between energy use and economic growth however these tests do not allow a direct test of the relative explanatory powers of the neoclassical and biophysical models a multivariate adaptation of the test vector autoregression var does allow such a test a var of gdp energy use capital stock and employment is estimated and granger tests for causal relationships between the variables are carried out although there is no evidence that gross energy use granger causes gdp a measure of final energy use adjusted for changing fuel composition does granger cause gdp

a note on the causal relationship between energy and gdp in taiwan abstract this paper re examines the causality between energy consumption and gdp by using updated taiwan data for the period 1954 1997 as a secondary contribution we investigate the causal relationship between gdp and the aggregate as well as several disaggregate categories of energy consumption including coal oil natural gas and electricity applying granger s technique we find bidirectional causality between total energy consumption and gdp we find further that different directions of cause exist between gdp and various kinds of energy consumption

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

a multivariate cointegration analysis of the role of energy in the us macroeconomy abstract this paper extends my previous analysis of the causal relationship of gdp and energy use in the usa in the post war period a majority of the relevant variables are integrated justifying a cointegration analysis the results show that cointegration does occur and that energy input cannot be excluded from the cointegration space the results are plausible in terms of macroeconomic dynamics the results are similar to my previous granger causality results and contradict claims in the literature based on bivariate models that there is no cointegration between energy and output

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

a new statistic and practical guidelines for nonparametric granger causality testing abstract in this paper we introduce a new nonparametric test for granger non causality which avoids the over rejection observed in the frequently used test proposed by hiemstra and jones 1994 testing for linear and nonlinear granger causality in the stock price volume relation journal of finance 49 1639 1664 after illustrating the problem by showing that rejection probabilities under the null hypothesis may tend to one as the sample size increases we study the reason behind this phenomenon analytically it turns out that the hiemstra jones test for the null of granger non causality which can be rephrased in terms of conditional independence of two vectors x and z given a third vector y is sensitive to variations in the conditional distributions of x and z that may be present under the null to overcome this problem we replace the global test statistic by an average of local conditional dependence measures by letting the bandwidth tend to zero at appropriate rates the variations in the conditional distributions are accounted for automatically based on asymptotic theory we formulate practical guidelines for choosing the bandwidth depending on the sample size we conclude with an application to historical returns and trading volumes of the standard and poor s index which indicates that the evidence for volume granger causing returns is weaker than suggested by the hiemstra jones test

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

causality between energy consumption and economic growth in india a note on conflicting results abstract this note examines the different direction of causal relation between energy consumption and economic growth in india applying engle granger cointegration approach combined with the standard granger causality test on indian data for the period 1950 1996 we find that bi directional causality exists between energy consumption and economic growth further we apply johansen multivariate cointegration technique on the different set of variables the same direction of causality exists between energy consumption and economic growth this is different from the results obtained in earlier studies

testing for linear and nonlinear granger causality in the stock price volume relation linear and nonlinear granger causality tests are used to examine the dynamic relation between daily dow jones stock returns and percentage changes in new york stock exchange trading volume we find evidence of significant bidirectional nonlinear causality between returns and volume we also examine whether the nonlinear causality from volume to returns can be explained by volume serving as a proxy for information flow in the stochastic process generating stock return variance as suggested by clark s 1973 latent common factor model after controlling for volatility persistence in returns we continue to find evidence of nonlinear causality from volume to returns

cointegration and causality between electricity consumption and gdp empirical evidence from malawi abstract the granger causality gc and error correction ecm techniques were applied on 1970 1999 data for malawi to examine cointegration and causality between electricity consumption kwh and respectively overall gdp agricultural gdp agdp and non agricultural gdp ngdp cointegration was established between kwh and respectively gdp and ngdp but not with agdp the gc results detect bi directional causality between kwh and gdp suggesting that kwh and gdp are jointly determined but one way causality running from ngdp to kwh the ecm results detect causality running one way from gdp also from ngdp to kwh suggesting that a permanent rise in gdp may cause a permanent growth in electricity consumption

energy consumption employment output and temporal causality evidence from taiwan based on cointegration and error correction modelling techniques in this study a cointegration analysis and a vector autoregressive model var are used to examine the causal relationships among energy consumption employment and output for taiwan over the period january 1982 to november 1997 johansen 1988 and johansen and juselius 1990 cointegration test result indicates these three variables are cointegrated with one cointegrating vector the results from granger causality tests based on vector error correction models vecm suggest bidirectional grange causality for employment output and employment energy consumption but only unidirectional causality running from energy consumption to output furthermore the impulse responses and variance decompositions are also incorporated into the analysis the results from impulsive response and variance decomposition analysis tell similar stories energy consumption appears to have led to output growth in taiwan over this period the policy implication of this finding is that energy conservation will restrain the outpu

contingent valuation of community forestry programs in ethiopia controlling for preference anomalies in double bounded cvm this study examines the welfare effects of community plantations in ethiopia via contingent valuation both single bounded and double bounded survey methods were considered and with respect to double bounded methods the potential for anomalous response behaviour was also taken into account the results generally confirm that there are statistically significant welfare benefits to be derived from community forestry however the range of the estimated benefits is large after controlling for anomalous response behaviour the range of estimated benefits narrows and our preferred estimates place the welfare gain between ethiopian birr etb 20 14 and 30 41 per household which is much lower than the estimated benefits without controlling for anomalous preference responses

the role of coal consumption in the economic growth of the polish economy in transition abstract the main goal of this paper is an analysis of the causal links between quarterly coal consumption in the polish economy and gdp for the sake of accurate computation an additional variable employment was also taken into account computations conducted for the period q1 2000 to q4 2009 by means of recent causality techniques confirmed the neutrality of hard coal usage with respect to economic growth on the other hand calculations for the pairs lignite gdp and total coal consumption gdp showed the existence of a significant nonlinear causality from coal usage to economic growth this is clear evidence for claiming that lignite plays an important role in the economic growth of the polish economy furthermore each coal related variable was found to have a nonlinear causal impact on employment because of the relatively short length of available time series we additionally applied bootstrap critical values the empirical results computed by both methods did not exhibit significant differences these results have important policy implications in general our findings support the hypothesis that closing hard coal mines in poland should have no significant repercussions on economic growth however this does not seem to be true for lignite mines

cointegration and detectable linear and nonlinear causality analysis using the london metal exchange lead contract this study applies linear and nonlinear granger causality tests to examine the dynamic relation between london metal exchange lme cash prices and three possible predictors the analysis uses matched quarterly inventory uk treasury bill interest rates futures prices and cash prices for the commodity lead traded on the lme the effects of cointegration on both linear and nonlinear granger causality tests is also examined when cointegration is not modelled evidence is found of both linear and nonlinear causality between cash prices and analysed predictor variables however after controlling for cointegration evidence of significant nonlinear causality is no longer found these results contribute to the empirical literature on commodity price forecasting by highlighting the relationship between cointegration and detectable linear and nonlinear causality the importance of interest rate and inventory as well as futures price in forecasting cash prices is also illustrated failure to detect significant

theoretical incentive properties of contingent valuation questions do they matter in the field abstract green et al 1998 green d jacowitz k e kahneman d mcfadden d 1998 referendum contigent valuation anchoring and willingness to pay for public goods resource and energy economics 20 2 85 116 show theoretically that stated preference questions about public services can be framed in such ways that if the subjects accept the frame the payoff maximizing behavior will be to answer truthfully one key element of such a theoretically incentive compatible framing is that the hypothetical decision rule specified in the survey instrument is understood to be a majority rule rather than the efficiency rule typically used in cost benefit analysis we conducted field experiments in germany and switzerland to test if a referendum framing as suggested by green et al is effective in reducing strategic misrepresentation in a contingent valuation setting we did not find the expected effects of the framing treatments on stated willingness to pay or on individuals stated beliefs about the social choice context the results do not support hopes that a theoretically incentive compatible framing could be purposefully used to invoke the specific beliefs about the linkage between responses and policy implementation that would make stated preference questions incentive compatible

the relationship between energy consumption energy prices and economic growth time series evidence from asian developing countries this paper estimates the causal relationships between energy consumption and income for india indonesia the philippines and thailand using cointegration and error correction modelling techniques the results indicate that in the short run unidirectional granger causality runs from energy to income for india and indonesia while bidirectional granger causality runs from energy to income for thailand and the philippines in the case of thailand and the philippines energy income and prices are mutually causal the study results do not support the view that energy and income are neutral with respect to each other with the exception of indonesia and india where neutrality is observed in the short run c 2000 elsevier science b v all rights reserved jel classifications c22 q43 q48

the cross price effect on willingness to pay estimates in open ended contingent valuation abstract previous literature has shown that potential buyers use a reference price or product to form their opinion about the value of a new product therefore the pricing decision is an interactive process we investigate the two generalizations of the cross price effect the neighborhood price effect and the asymmetric price effect on consumer willingness to pay wtp for multiple similar products in an open ended contingent valuation context results show that the cross price effect on wtp is prominent with the neighborhood price effect holding in contingent valuation no conclusions are reached about the asymmetric price effect

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