Preference Heterogeneity in Contingent Behaviour Travel Cost Models with On-site Samples: A Random Parameter vs. a Latent Class Approach

2015 ◽  
Vol 67 (2) ◽  
pp. 348-367 ◽  
Author(s):  
Stephen Hynes ◽  
William Greene
2011 ◽  
Vol 8 (1) ◽  
pp. 103 ◽  
Author(s):  
Sergio Colombo ◽  
Nick Hanley

The need to account for respondents’ preference heterogeneity in stated choice models has motivated researchers to apply random parameter logit and latent class models. In this paper we compare these three alternative ways of incorporating preference heterogeneity in stated choice models and evaluate how the choice of model affects welfare estimates in a given empirical application. Finally, we discuss what criteria to follow to decide which approach is most appropriate.


2019 ◽  
Vol 11 (10) ◽  
pp. 2995 ◽  
Author(s):  
Makiko Nakano ◽  
Takahiro Tsuge

The promotion of corporate social responsibility (CSR) is important for achieving sustainability. The interest of stakeholders is one factor promoting CSR activities. Consumers are one of the major stakeholders. The aim of this study is to quantify Japanese consumers’ preference for 13 CSR activities using the best–worst scaling (BWS) approach. We conducted an online survey in February 2015 and 633 individuals responded. Counting analysis and econometric analysis were used to analyze the BWS data. The results of the counting and MaxDiff analyses show that “Product safety and immediate recall in the case of defects” was identified as the most highly evaluated activity that makes respondents most strongly think that they want to buy a product from a company implementing the CSR activity. The results of the random parameter logit model and latent class model show preference heterogeneity. Some classes prioritize activities that do not generate a private benefit for them, such as environmental issues abroad and the working conditions of employees.


2019 ◽  
Vol 122 (2) ◽  
pp. 515-530
Author(s):  
Julia Höhler ◽  
Julia A. Schreiner

Purpose In times of “milk price crises”, “fair” milk prices are repeatedly demanded. Various studies indicate an increased willingness to pay (WTP) for the additional attribute of price fairness. Nevertheless, market shares have been low so far. The purpose of this paper is to discuss three possible reasons for this: low reference prices, socially desirable responses in choice experiments and the lack of justification of the claim “fair” by further attributes. Design/methodology/approach In a split sample, one group facing alternatives with a higher price range and the other with a lower price range, the consumer’s choices are examined. This study uses a social desirability scale for controlling biases in the stated WTP. In addition, the claim “fair” is complemented with a guaranteed price, grazing, regional production and CO2-reduction. A random parameter logit model specified in WTP space is employed to estimate milk consumers’ (n=480) preferences for “fair” milk. Furthermore, a latent class approach reveals information about the source of preference heterogeneity for fair milk attributes among the two groups of the split sample. Findings This study finds statistically significant differences between the two price ranges. In the low price range, additional attributes can trigger an additional WTP. In the high price range, there is no statistically significant additional WTP. WTP’s dependence on price levels could explain why the market share for “fair” milk has so far been low. Originality/value This paper contributes to the study of the effect of split samples in choice experiments. In addition, it promotes the understanding of price fairness in milk and its determinants.


Author(s):  
Kavita Sardana ◽  
John C. Bergstrom ◽  
J. M. Bowker

Abstract We estimate a travel cost model for the George Washington & Jefferson National Forests using an On-Site Latent Class Poisson Model. We show that the constraints of ad-hoc truncation and homogenous preferences significantly impact consumer surplus estimates derived from the on-site travel cost model. By relaxing the constraints, we show that more than one class of visitors with unique preferences exists in the population. The resulting demand functions, price responsive behaviors, and consumer surplus estimates reflect differences across these classes of visitors. With heterogeneous preferences, a group of ‘local residents’ exists with a probability of 8% and, on average take 113 visits.


2020 ◽  
Vol 69 (1) ◽  
pp. 31-48
Author(s):  
P. Christoph Richartz ◽  
Lukas Kornher ◽  
Awudu Abdulai

In this article, we apply a choice experiment meth-od to examine consumers’ preferences for online food product attributes, using survey data for German consumers for meat products. We use both mixed logit and latent class models to analyze preference heterogeneity and sources of heterogeneity, as well as endogenous attribute attendance models to account for consumers’ attribute processing strategies. The empirical results reveal significant heterogeneity in preferences for online meat attributes among consumers. We also find that consumers’ willingness to pay estimates are highly influenced by their attribute processing strategies.


<em>Abstract.—</em> Ohio constructed two artificial reefs beginning in 1986 in Lorain and Cuyahoga counties. The reefs were a demonstration project to evaluate the effects of reefs on fishing satisfaction and the feasibility of reef construction in other areas. Evaluation of the effects of reefs on recreational activity was viewed as essential for further reef development in Ohio and other Great Lakes states. A two-pronged research effort was undertaken: an underwater video investigation and a travel cost study. The travel cost study estimated the economic value derived from use of the Lorain County reef by sport anglers and divers. The results of this research were critical in supporting construction of a large artificial reef off the coast in Cleveland (Cuyahoga County) using rubble from the old Cleveland Stadium. From April to October 1992, 850 individuals who were willing to participate were contacted at Lorain County marinas and launch ramps. In early February 1993, these individuals were mailed questionnaires, with a second questionnaire mailed to nonrespondents in late February. Fifty-five percent responded. We estimated three alternative single-equation travel cost models. The most conservative estimate of consumer surplus (economic value) showed that the typical angler who used the reef in 1991 made nearly 10 more fishing trips during 1992 than the typical angler who did not use the reef in 1991, that is, nearly 26 trips in 1992 compared to 16 trips in 1992 by those who did not use the reef in 1991. The most conservative estimate of consumer surplus also showed that anglers who used the reef before 1992 valued total angling activity at US$302 more for the year 1992 than anglers who did not use the reef before 1992. When aggregated across all Lorain County anglers using the reef during 1991, the total value of the reef was $276,000 in 1992 compared to total construction costs of less than $100,000. Thus, the consumer surplus generated by the reef in one year exceeded construction costs by a wide margin.


2020 ◽  
Vol 96 (3) ◽  
pp. 399-417
Author(s):  
Patrick Lloyd-Smith ◽  
Joshua K. Abbott ◽  
Wiktor Adamowicz ◽  
Daniel Willard

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