Department of Management, Faculty of Economics and Management, Czech University of Life Sciences Prague, 165 21 Prague, Czech Republic.
Department of Systems Engineering, Faculty of Economics and Management, Czech University of Life Sciences Prague, 165 21 Prague, Czech Republic.
Nutrients. 2021 Jun 9;13(6):1991. doi: 10.3390/nu13061991.
Social media platforms have become part of many people's lives. Users are spending more and more time on these platforms, creating an active and passive digital footprint through their interaction. This footprint has high research potential in many research areas because understanding people's communication on social media is essential in understanding their values, attitudes, experiences and behaviors. Researchers found that the use of social networking sites impacts adolescents' eating behavior. If we define adolescents as individuals between ages 10 and 24 (WHO's definition), 76% of USA young people at age 18-24 use Instagram, so the Instagram social network analysis is important for understanding young people's expressions in the context of healthy food. This study aims to identify the main topic associated with healthy food on the Instagram social network via hashtag and community analysis based on 2,045,653 messages created by 427,936 individual users. The results show that users most associate Healthy food with healthy lifestyle, fitness, weight loss and diet. In terms of food, these are foods that are Vegan, Homemade, Clean and Plant-based. Given that young people change their behavior in relation to people's behavior on social networks, it is possible to use this data to predict their future association with healthy food characteristics.
社交媒体平台已经成为许多人生活的一部分。用户在这些平台上花费的时间越来越多,通过互动在网络上留下活跃和被动的数字足迹。这些足迹在许多研究领域都具有很高的研究潜力,因为了解人们在社交媒体上的交流对于理解他们的价值观、态度、经验和行为至关重要。研究人员发现,社交网站的使用会影响青少年的饮食行为。如果我们将青少年定义为 10 至 24 岁的个体(世界卫生组织的定义),那么 76%的 18 至 24 岁的美国年轻人使用 Instagram,因此对 Instagram 社交网络进行分析对于了解年轻人在健康食品方面的表达非常重要。本研究旨在通过标签和社区分析,从 427936 名用户发布的 2045653 条信息中,确定与 Instagram 社交网络上健康食品相关的主要主题。结果表明,用户最常将健康食品与健康的生活方式、健身、减肥和节食联系在一起。就食物而言,这些是纯素、自制、清洁和植物性的食物。鉴于年轻人会根据社交网络上人们的行为改变自己的行为,因此可以利用这些数据预测他们未来与健康食品特征的关联。