Predizione della preferenza degli attributi dei consumatori cinesi per l'uva da tavola

IF 3.6 4区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Italian Journal of Food Science Pub Date : 2023-12-30 DOI:10.15586/ijfs.v35i4.2333
Tianqi Liu, Junwei Wang, Yumeng Feng, Weisong Mu
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Abstract

This paper aims to understand intrinsic attribute preferences of Chinese consumers for table grapes, analyze the influencing factors, and build consumer preference prediction models. In this study, 4324 consumers from various regions of China were investigated. We analyzed consumer preferences and the influencing factors. Finally, binary logistic regression was used to construct prediction models of consumers’ intrinsic attribute preferences for table grapes. The results showed that grapes popular with Chinese consumers had fixed characteristics, including moderate size, spherical or near-spherical shape, purple-red color, strawberry flavor, light aroma, soft flesh and juicy, sweet taste, seedlessness, thin skin powder, and easy to peel. The results of the prediction models showed that age, annual consumption of grapes, and other factors of consumers had significant effects on consumer preferences. The prediction models achieved 80% accuracy in predicting consumer preferences for taste, seedless and peeling degrees. Analyzing the latest attribute preferences of Chinese table grapes, consumers can provide on the one hand, breeding direction reference for breeders, and on the other, marketing suggestions for marketers in the table grape industry. This study comprehensively investigated the intrinsic attribute preferences of Chinese table grape consumers, mastered the latest results of consumer preferences, added the indicators of the intrinsic attributes from the perspective of consumer demand, and conducted relatively more complete prediction research on the preferences of Chinese consumers.
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预测中国消费者对食用葡萄的属性偏好
本文旨在了解中国消费者对食用葡萄的内在属性偏好,分析其影响因素,并建立消费者偏好预测模型。本研究调查了来自中国不同地区的 4324 名消费者。我们分析了消费者的偏好和影响因素。最后,采用二元逻辑回归法构建了消费者对鲜食葡萄内在属性偏好的预测模型。结果表明,中国消费者喜爱的葡萄具有固定的特征,包括大小适中、球形或近球形、色泽紫红、草莓味、香气清淡、果肉柔软多汁、口感香甜、无籽、皮薄粉多、易剥皮。预测模型的结果表明,消费者的年龄、葡萄年消费量和其他因素对消费者的偏好有显著影响。预测模型在预测消费者对口感、无籽和去皮程度的偏好方面达到了 80% 的准确率。分析消费者对中国鲜食葡萄的最新属性偏好,一方面可以为育种者提供育种方向参考,另一方面也可以为鲜食葡萄产业的营销者提供营销建议。本研究全面调查了中国鲜食葡萄消费者的内在属性偏好,掌握了消费者偏好的最新结果,从消费者需求的角度增加了内在属性的指标,对中国消费者的偏好进行了较为完整的预测研究。
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来源期刊
Italian Journal of Food Science
Italian Journal of Food Science 工程技术-食品科技
CiteScore
4.20
自引率
0.00%
发文量
33
审稿时长
>36 weeks
期刊介绍: "Italian Journal of Food Science" is an international journal publishing original, basic and applied papers, reviews, short communications, surveys and opinions on food science and technology with specific reference to the Mediterranean Region. Its expanded scope includes food production, food engineering, food management, food quality, shelf-life, consumer acceptance of foodstuffs, food safety and nutrition, energy and environmental aspects of food processing on the whole life cycle. Reviews and surveys on specific topics relevant to the advance of the Mediterranean food industry are particularly welcome.
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