Optimal approximate choice designs for a two-step coffee choice, taste and choice again experiment

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Accounts of Chemical Research Pub Date : 2022-10-03 DOI:10.1111/rssc.12601
Nedka Dechkova Nikiforova, Rossella Berni, Jesús Fernando López-Fidalgo
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Abstract

This work deals with consumers' preferences about coffee. Firstly, a choice experiment is performed on a sample of potential consumers. Following this, a sensory test involving the tasting of two varieties of coffee is carried out with the respondents, after which the same choice experiment is supplied to them again. An innovative approach for building heterogeneous choice designs is specifically developed for the case-study, based on approximate design theory and compound design criterion. Panel Mixed Logit models are used, thereby allowing for the inclusion of correlation among consumers' responses; choice-sets are supplied to a proportion of respondents according to optimal weights. The estimation results of the Panel Mixed Logit model are satisfactory, confirming the validity of the proposed approach.

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最优近似选择设计为两步咖啡选择,口味和选择再次实验
这项工作涉及消费者对咖啡的偏好。首先,对潜在消费者样本进行选择实验。在此之后,对受访者进行了一项感官测试,包括品尝两种咖啡,之后再次向他们提供相同的选择实验。基于近似设计理论和复合设计准则,为案例研究开发了一种构建异质选择设计的创新方法。使用面板混合Logit模型,从而允许包含消费者的反应之间的相关性;选择集根据最优权重提供给一定比例的受访者。面板混合Logit模型的估计结果令人满意,验证了所提方法的有效性。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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