Lucini Daniela, Luconi Ester, Giovanelli Luca, Marano Giuseppe, Bernardelli Giuseppina, Guidetti Riccardo, Morello Eugenio, Cribellati Stefano, Brambilla Marina Marzia, Biganzoli Elia Mario
BIOMETRA Department, University of Milan, 20129 Milan, Italy.
Exercise Medicine Unit, Istituto Auxologico Italiano IRCCS, 20135 Milan, Italy.
Nutrients. 2024 Dec 16;16(24):4339. doi: 10.3390/nu16244339.
BACKGROUND/OBJECTIVES: Lifestyle (in particular, nutrition and exercise) determines present and future youths' health. The goal of the present study was to identify specific student groups who deserve precise lifestyle improvement interventions, tailored to their characteristics.
An anonymous web-based questionnaire to assess lifestyle was posted on the websites of two main Italian Academic Institutions, and 9423 students voluntarily participated. A personalised immediate report was provided to improve compliance/motivation. We assessed age, sex, affiliation, anthropometrics, lifestyle components (nutrition, exercise, sedentariness, stress perception, smoking, alcohol, sleep), and the desire to be helped with lifestyle improvement. Cluster analysis was performed to identify healthy lifestyle groups among the students.
In total, 6976 subjects [age: 21 (20, 23) yrs; 3665 female, 3300 male] completed the questionnaire and were included. Of these students, 73.9% expressed the need for lifestyle improvement help, particularly for becoming physically active (66.7%), managing stress (58.7%), and improving nutrition (52.7%). We unveil three clusters of subjects, each corresponding to a distinct lifestyle pattern. The clusters are differentiated by exercise level and perceptions of stress/fatigue/somatic symptoms (cluster 1: 74.8% meet international exercise guidelines (IEGs), 67.4% have high stress perception, 49.1% drink 1-3 glasses of wine/beer per week, and 63.3% drink 0-1 glass of spirits per week; cluster 2: 75.6% meet IEGs, 75.7% have low/medium levels of stress perception, and 65.8% have low alcohol consumption; cluster 3: 72.5% do not meet IEGs, 77.6% have high stress perception, and 67.5% have low alcohol consumption). More active students present lower stress/somatic symptoms perception. Interestingly, the AHA diet score (nutrition quality) was not in the ideal range in any cluster (nevertheless, obesity was not of concern), being worst in cluster 3, characterized by higher stress perception (59.7% had poor nutrition quality). Those who were physically active but showed a high stress/fatigue perception were used to drinking alcohol.
Students desire help to improve their lifestyle, and this approach might help identify specific student groups to whom LIs in Academic Institutions can be tailored to foster well-being and promote health.
背景/目的:生活方式(尤其是营养和运动)决定着当下及未来年轻人的健康。本研究的目的是确定那些值得针对其特点进行精准生活方式改善干预的特定学生群体。
一份用于评估生活方式的匿名网络问卷发布在意大利两所主要学术机构的网站上,9423名学生自愿参与。提供个性化的即时报告以提高依从性/积极性。我们评估了年龄、性别、所属机构、人体测量学指标、生活方式组成部分(营养、运动、久坐不动、压力感知、吸烟、饮酒、睡眠)以及改善生活方式的求助意愿。进行聚类分析以确定学生中的健康生活方式群体。
共有6976名受试者[年龄:21(20,23)岁;女性3665名,男性3300名]完成问卷并被纳入研究。在这些学生中,73.9%表示需要生活方式改善方面的帮助,尤其是在增加身体活动(66.7%)、管理压力(58.7%)和改善营养(52.7%)方面。我们揭示了三类受试者,每类对应一种不同的生活方式模式。这些类别通过运动水平以及对压力/疲劳/躯体症状的感知来区分(第1类:74.8%符合国际运动指南(IEGs),67.4%有高压力感知,49.1%每周饮用1 - 3杯葡萄酒/啤酒,63.3%每周饮用0 - 1杯烈酒;第2类:75.6%符合IEGs,75.7%有低/中等水平的压力感知,65.8%酒精摄入量低;第3类:72.5%不符合IEGs,77.6%有高压力感知,67.5%酒精摄入量低)。运动更积极的学生对压力/躯体症状的感知较低。有趣的是,美国心脏协会饮食评分(营养质量)在任何类别中都未处于理想范围(不过,肥胖并非问题所在),在第3类中最差,其特点是压力感知较高(59.7%营养质量差)。那些身体活跃但压力/疲劳感知较高的人习惯饮酒。
学生渴望获得改善生活方式的帮助,这种方法可能有助于确定学术机构可以为其量身定制生活方式干预措施以促进幸福和健康的特定学生群体。