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Registros recuperados: 38 | |
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Hu, Wuyang. |
This article introduces a discrete choice model which incorporates a nonlinear structural adjustment to the standard utility coefficients or decision weights. The proposed model is theoretically and empirically appealing when compared to several alternative approaches, and it can be estimated by conventional maximum likelihood. Application of the proposed model in a case study shows that it outperforms two competing approaches in model fit. Given its simplicity, this model is also capable of revealing consumers' heterogeneous choices. It is shown that based on consumers' different characteristics, their product choice and its welfare implications are also potentially different. |
Tipo: Journal Article |
Palavras-chave: Logit models; Stated choice; Structural adjustment; Weights; Demand and Price Analysis. |
Ano: 2007 |
URL: http://purl.umn.edu/7076 |
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Hu, Wuyang. |
This study incorporates reference point effects into a stated choice survey of consumer demand for food with credence attributes. Parametric tests can be applied to the utility function to examine the existence of reference price effects. Results are consistent with prospect theory in that consumers exhibit strong and nonlinear reference price effects, with cheaper prices receiving less decision weight than higher prices. The underlying utility function is concave over lowered prices and convex over increased prices, with diminishing sensitivity in both domains. The study, however, did not find experience or consumers' attitudes to be significant in explaining reference price effects. |
Tipo: Journal Article |
Palavras-chave: Canola oil; Conjoint; Prospect theory; Reference price effects; Demand and Price Analysis. |
Ano: 2007 |
URL: http://purl.umn.edu/8639 |
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Hu, Wuyang; Adamowicz, Wiktor L.; Veeman, Michele M.. |
This paper adopts an approach based on the concepts of random utility maximization and builds on the general theoretical framework of Lancaster and on the conceptual and econometric innovations of McFadden. Recent research in this area explores models that account for context effects, as well as methods for characterizing heterogeneity, response variability and decision strategy selection by consumers. This makes it possible to construct much richer empirical models of individual consumer behavior. A Bayesian approach provides a useful way to estimate and interpret models that are difficult to accomplish by conventional maximization/minimization algorithms. The application reported in the paper involves analysis of reference dependence and product... |
Tipo: Conference Paper or Presentation |
Palavras-chave: Consumer/Household Economics. |
Ano: 2005 |
URL: http://purl.umn.edu/19296 |
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Penn, Jerrod; Hu, Wuyang; Cox, Linda J.; Kozloff, Lara. |
Much of Hawaii’s economy relies on its unique marine environments, which are threatened by degradation from stormwater runoff. Using a stated preference method of choice-based conjoint (CBC) analysis, based on stylized photographs, this study examines both residents’ and visitors’ marginal value for levels of attributes associated with Hawaiian beach recreation. Each attribute (sand quality, water quality, congestion and water safety conditions) was significant for both residents and tourists, with water quality being the single most important attribute. There is little distinction between resident and tourist marginal value, except for a greater value lost for below average water quality among tourists. |
Tipo: Presentation |
Palavras-chave: Nonmarket Valuation; WTP; Beach; Environmental Economics and Policy; Resource /Energy Economics and Policy. |
Ano: 2012 |
URL: http://purl.umn.edu/119813 |
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Hu, Wuyang; Chen, Kevin Z.. |
In combination with the emergence of genetically modified (GM) food, there has been an urgent call for GM labeling to provide relevant information disclosure. Using data collected in Beijing, China, this study attempts to address the issue of whether different types of information may have distinct impacts on consumers’ stated purchasing decisions. Three types of information are used in this study: one is generic and the other two are linked with two important implications of GM technology—human health and the environment. Results verify that consumers’ purchasing decisions are affected by different types of information through their attitudes and personal characteristics. This finding has potential implications for establishing various GM marketing... |
Tipo: Journal Article |
Palavras-chave: China; Genetically modified (GM) food; Labeling information; Probit model; Vegetable oil; Agribusiness; Food Consumption/Nutrition/Food Safety. |
Ano: 2008 |
URL: http://purl.umn.edu/90639 |
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Hu, Wuyang; Adamowicz, Wiktor L.; Veeman, Michele M.. |
Heterogeneous tastes across consumers can be captured by random coefficients in a mixed logit (ML) model. However, other types of factors that may not directly affect taste could cause choices to vary, such as choice context, choice task complexity, and demographic characters. This paper jointly considers taste heterogeneity around reference-dependent attributes and other choice variability through inclusion of a scale function, based on data from a stated preference experiment for bread. Results demonstrate that modeling other sources of choice variability in addition to taste heterogeneity increases the model fit, although the improvement is not dramatic. |
Tipo: Conference Paper or Presentation |
Palavras-chave: Institutional and Behavioral Economics. |
Ano: 2004 |
URL: http://purl.umn.edu/19954 |
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Batte, Marvin T.; Hu, Wuyang; Woods, Timothy A.; Stan, Ernst. |
This research furthers the assessment of consumer demand for locally produced foods, while also considering a host of other food attributes that may interact to influence consumer utility. Using stated preference data from a choice-based conjoint analysis survey instrument, we estimate willingness-to-pay for processed food products (blackberry jam) that are differentiated with respect to their branding, the location of their production, certification as organically produced, branding as a product of a small family farming association, and carrying a State Proud certification. Although price is the most important single attribute influencing consumer choice for our sample, consumers also were willing to pay more for food products produced in their state or... |
Tipo: Conference Paper or Presentation |
Palavras-chave: Conjoint analysis; Choice experiment; Locally produced food; Organic foods; Product differentiation; Produce marketing; State Proud programs; Willingness-to-pay; Agribusiness; Agricultural and Food Policy; Consumer/Household Economics; Food Consumption/Nutrition/Food Safety; Marketing; Q11; Q13. |
Ano: 2010 |
URL: http://purl.umn.edu/61026 |
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Hu, Wuyang. |
It is a common practice to rescale data to assist the model estimation process. This paper describes a case where care is called upon when interpreting the results after rescaling. The case is shown as associated with the lognormally distributed coefficient in a mixed logit model. Implications of rescaling data on a normally distributed coefficient are also given for comparison. |
Tipo: Working or Discussion Paper |
Palavras-chave: Research Methods/ Statistical Methods. |
Ano: 2004 |
URL: http://purl.umn.edu/24108 |
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Hu, Wuyang. |
Conventionally, studies examining the impacts of choice complexity only consider complexity introduced exogenously from the tasks respondents face. In the context of a stated conjoint survey, this article establishes endogenous complexity measures through decision-makers' experience known as the endowed bundle before the survey. Results show that complexity should not only be defined exogenously. Endogenous complexity measures are important in determining the utility associated with an alternative and the decision of whether to participate in the market. In addition, some of these complexity effects are nonlinear. We also show that exogenous complexity simultaneous affects the choice consistency. |
Tipo: Conference Paper or Presentation |
Palavras-chave: Complexity; Endowed Bundle; Random Utility; Stated Choice; Research Methods/ Statistical Methods; C81; D12. |
Ano: 2006 |
URL: http://purl.umn.edu/21437 |
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Registros recuperados: 38 | |
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