Khalafyan A A, Temerdashev Z A, Akin'shina V A, Yakuba Yu F
Kuban State University, 149 Stavropol'skaya St., Krasnodar, 350040 Russia.
North Caucasian Federal Research Center of Horticulture, Viticulture, Wine-making, 39, 40-let Pobedy St., Krasnodar, 350901, Russia.
Heliyon. 2021 Feb 2;7(2):e06162. doi: 10.1016/j.heliyon.2021.e06162. eCollection 2021 Feb.
Individual characteristics inherent in the expert, as well as their physical and psycho-emotional state subject to the influence of random, uncontrollable factors, contribute to subjectivity in the sensory evaluation of wines. With great variability of opinions, the final results of sensory evaluation may become doubtful. The presence of a random component in the sensory evaluation justifies the use of statistical methods for analyzing the consistency of expert evaluations. Along with Spearman's correlation coefficients and Kendall matching, Cronbach alpha criterion was used to assess the consistency of expert opinions. The advantages of positional analysis have been discussed - Cronbach's alpha criterion is calculated not by the rank of expert points, but by the initial point scale considering its variability; it allows to evaluate the contribution of each expert to the consistency of expert evaluations, as well as the reliability of the total scale of points set for each wine sample. Based on the data analysis from sensory evaluation of the quality of dry red and white wines of Russian production, the results of the consistency study of expert evaluations as well as the reliability of the total score scale have been presented. What is more, analysis of the "loyalty" of experts in evaluating the quality of wines has been performed.
专家自身的个体特征,以及他们受随机、不可控因素影响的身体和心理情绪状态,都会导致葡萄酒感官评价的主观性。由于意见差异很大,感官评价的最终结果可能会令人怀疑。感官评价中存在随机成分,这证明了使用统计方法来分析专家评价一致性的合理性。除了斯皮尔曼相关系数和肯德尔匹配法,还使用了克朗巴哈α系数来评估专家意见的一致性。文中讨论了位置分析的优点——克朗巴哈α系数不是根据专家评分的等级来计算,而是根据考虑其变异性的初始评分量表来计算;它能够评估每位专家对专家评价一致性的贡献,以及为每个葡萄酒样品设定的总分量表的可靠性。基于对俄罗斯产干红葡萄酒和干白葡萄酒质量的感官评价数据分析,给出了专家评价一致性研究的结果以及总分量表的可靠性。此外,还对专家在葡萄酒质量评价中的“忠诚度”进行了分析。