Begdache Lina, Kianmehr Hamed, Najjar Helen, Witt Dylan, Sabounchi Nasim S
Health and Wellness Studies Department, Binghamton University, Binghamton, NY, United States.
Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, FL, United States.
Front Nutr. 2021 Jul 5;8:676604. doi: 10.3389/fnut.2021.676604. eCollection 2021.
Diet and exercise are known to influence mental health. However, the interaction between diet, dietary practices, and exercise and its impact on the mood of young adults (YA) is poorly understood. YA are inherently at risk for mental distress. They tend to consume a low-quality diet and are generally active. The purpose of the study was to assess these relationships through validating causal loop diagrams (CLD) that describe these connections by using a system dynamic (SD) modeling methodology. Adults 18-29 years were invited to complete the Food-Mood questionnaire. The anonymous questionnaire link was distributed to several institutional listservs and via several social media platforms targeting young adults. A multi-level analysis, including machine learning techniques, was used to assess these relationships. The key findings were then built into gender based CLD, which suggest that a differential repertoire may be needed to optimize diet quality, exercise, and mental well-being. Additionally, a potential net threshold for dietary factors and exercise may be needed to achieve mental well-being in young adults. Moreover, our findings suggest that exercise may boost the enhancing effect of food groups on mental well-being and may lessen the negative impact of dietary impediments of mental well-being.
众所周知,饮食和运动都会影响心理健康。然而,饮食、饮食习惯与运动之间的相互作用及其对年轻人情绪的影响却鲜为人知。年轻人本身就有心理困扰的风险。他们往往饮食质量较低,但总体上较为活跃。本研究的目的是通过验证因果循环图(CLD)来评估这些关系,该图使用系统动力学(SD)建模方法描述了这些联系。邀请18至29岁的成年人填写食物-情绪问卷。匿名问卷链接被分发给几个机构的邮件列表,并通过几个针对年轻人的社交媒体平台发布。采用包括机器学习技术在内的多层次分析来评估这些关系。然后将关键研究结果纳入基于性别的因果循环图,这表明可能需要不同的方法来优化饮食质量、运动和心理健康。此外,可能需要一个饮食因素和运动的潜在净阈值来实现年轻人的心理健康。此外,我们的研究结果表明,运动可能会增强食物组对心理健康的促进作用,并可能减轻饮食对心理健康的负面影响。