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在品牌营销理念下的纵向研究中对草莓品质进行建模。

Modelling strawberry quality in a longitudinal study under the marketing concept of branding.

作者信息

Mendes da Silva Thais, Giuggioli Nicole Roberta, Peano Cristiana

机构信息

Department of Agricultural, Forest and Food Sciences (DISAFA), University of Turin, Largo Paolo Braccini, 2, Grugliasco (TO), 10095, Piedmont, Italy.

出版信息

Heliyon. 2021 Feb 15;7(2):e06165. doi: 10.1016/j.heliyon.2021.e06165. eCollection 2021 Feb.

Abstract

BACKGROUND

Marketing strategies, such as branding, redefine how consumers perceive quality and create new requirements related to season length and quality homogeneity, among others. For short-day (SD) strawberry cultivar brands, the commercial season is short due to a dependency on temperature and photoperiod. A plausible strategy to extend the commercialization period is to use different varieties within a single brand; however, this has led to inconsistent quality in other fruit crops. A form of quality assessment to evaluate the impact of a multi-varietal brand on sensory quality is a critical longitudinal study with several sources of variability, such as the inherent variation among assessors and fruit replicates that can affect the reliability of the results. Therefore, this study aimed to develop a methodology to assess the sensorial and physicochemical quality of strawberry brands in two contexts: a short-term season composed of two SD cultivars and a long-term season with one SD and one day-neutral (DN) cultivar.

RESULTS

New statistical models are proposed in this study. An ANOVA mixed model with assessors and replicates as random terms and a multiple factor analysis highlighted a lack of homogeneity with regard to texture parameters and sourness, while partial least square models identified aroma and sweetness as the best quality indicators.

CONCLUSIONS

This work has successfully illustrated a methodology that is capable of handling critical aspects of longitudinal studies by using univariate models that account for different sources of variability and constrained multivariate models to relate parameters with overall liking. A long-term brand is a viable solution to valorise strawberries, as parameter heterogeneity did not affect overall quality.

摘要

背景

品牌塑造等营销策略重新定义了消费者对品质的认知,并创造了与季节长度和品质均匀性等相关的新要求。对于短日照(SD)草莓品种品牌而言,由于依赖温度和光周期,其商业销售季较短。延长商业化周期的一个可行策略是在单一品牌内使用不同品种;然而,这在其他水果作物中导致了品质不一致的问题。一种评估多品种品牌对感官品质影响的品质评估形式是一项关键的纵向研究,该研究存在多个变异性来源,例如评估人员之间的固有差异以及果实重复样本,这些都会影响结果的可靠性。因此,本研究旨在开发一种方法,以评估两种情况下草莓品牌的感官和理化品质:一种是由两个SD品种组成的短期销售季,另一种是包含一个SD品种和一个日中性(DN)品种的长期销售季。

结果

本研究提出了新的统计模型。一个将评估人员和重复样本作为随机项的方差分析混合模型以及多因素分析突出表明,在质地参数和酸度方面缺乏同质性,而偏最小二乘模型将香气和甜度确定为最佳品质指标。

结论

这项工作成功地阐明了一种方法,该方法能够通过使用考虑不同变异性来源的单变量模型和将参数与总体喜好相关联的约束多变量模型来处理纵向研究的关键方面。一个长期品牌是提升草莓价值的可行解决方案,因为参数异质性并未影响总体品质。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dc8e/7900707/50726a24a474/gr1.jpg

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