Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
4317218 | Food Quality and Preference | 2014 | 9 Pages |
•We empirically validate orthogonal (OOD) and efficient (EFD) designs.•We examine beef preferences under both approaches.•Preference estimates are found to be sensitive to the design.•OOD does not seem to be clearly inferior to EFD.•Organoleptic and nutritional attributes have a decisive influence on purchase.
In this paper we empirically validate the hypothesis of context independent preferences in choice experiments under different experimental design approaches. Two alternative paradigms for constructing designs are analysed in this study under a simple Multinomial Logit (MNL) framework: optimal orthogonal in the differences (OOD) and D-efficient (EFD) designs. Once having taken into account potential differences in scale (inversely proportional to the variance of the random term in random utility models), preference estimates for beef attributes are found to be sensitive to the design generation process.