Paleologo Michele, Castellini Greta, Bosio Albino Claudio, Fontana Michele, Graffigna Guendalina
EngageMinds HUB-Consumer, Food & Health Engagement Research Center, Università Cattolica del Sacro Cuore, 20123 Milan, Italy.
Faculty of Agriculture, Food and Environmental Sciences, Università Cattolica del Sacro Cuore, Via Bissolati, 74, 26100 Cremona, Italy.
Foods. 2024 Aug 13;13(16):2526. doi: 10.3390/foods13162526.
Milk consumption is crucial for a balanced diet, yet recent trends indicate a decline, especially in Italy. A significant factor in this decline is the altered perception of milk quality among consumers, which has created a communication gap between them and other stakeholders. This study aimed to explore the discourse on social media and sentiment towards the concept of milk quality among consumers, farmers, and processors. The research adopted social media analysis to examine online-community messages. A sample of 19,906 Italian comments and posts mentioning keywords "milk", "quality", "cow", and "vaccine" was collected and categorized using term-frequency analysis, correspondence analysis, and sentiment analysis. Results highlighted gaps in perceptions of milk quality: farmers focused on economic issues, consumers on animal welfare and health, and processors on lactose content. For farmers, almost all comments were negative, while for processors, nearly all comments were positive. Consumers presented a more mixed picture. This work contributes to the literature by expanding research on milk quality, using social media as a source of information. The findings suggest that enhancing communication and understanding among these groups could lead to more effective strategies for addressing consumer concerns, potentially reversing the decline in milk consumption.
牛奶消费对于均衡饮食至关重要,但近期趋势显示其消费量在下降,尤其是在意大利。导致这种下降的一个重要因素是消费者对牛奶质量的认知发生了变化,这在他们与其他利益相关者之间造成了沟通差距。本研究旨在探讨社交媒体上关于牛奶质量概念的讨论以及消费者、农民和加工商对其的看法。该研究采用社交媒体分析来检查在线社区信息。收集了19906条提及关键词“牛奶”“质量”“奶牛”和“疫苗”的意大利评论和帖子样本,并使用词频分析、对应分析和情感分析进行分类。结果凸显了对牛奶质量认知上的差距:农民关注经济问题,消费者关注动物福利和健康,加工商关注乳糖含量。对于农民来说,几乎所有评论都是负面的,而对于加工商来说,几乎所有评论都是正面的。消费者的态度则更为复杂。这项工作通过将社交媒体作为信息来源,扩展了对牛奶质量的研究,为该领域的文献做出了贡献。研究结果表明,加强这些群体之间的沟通和理解可能会产生更有效的策略来解决消费者的担忧,有可能扭转牛奶消费量下降的趋势。