Nutrients | |
Lifestyle Patterns and Weight Status in Spanish Adults: The ANIBES Study | |
Marcela González-Gross1  Javier Aranceta-Bartrina1  Lluis Serra-Majem1  Ángel Gil2  Rosa M. Ortega3  Gregorio Varela-Moreiras4  Marta Gianzo-Citores5  Carmen Pérez-Rodrigo6  | |
[1] CIBEROBN, Biomedical Research Networking Center for Physiopathology of Obesity and Nutrition, Carlos III Health Institute, Madrid 28029, Spain;Department of Biochemistry and Molecular Biology II, Institute of Nutrition and Food Sciences, Centre of Biomedical Research, University of Granada, Campus de la Salud, Avda. del Conocimiento, Armilla, 18100 Granada, Spain;Department of Nutrition, Faculty of Pharmacy, Complutense University of Madrid, Plaza Ramón y Cajal s/n, 28040 Madrid, Spain;Department of Pharmaceutical and Health Sciences, Faculty of Pharmacy, CEU San Pablo University, Urb. Montepríncipe, Crta. Boadilla Km. 5.3, Boadilla del Monte, 28668 Madrid, Spain;Department of Physiology, Faculty of Medicine and Nursery, University of the Basque Country (UPV/EHU), Bo Sarriena s/n, Leioa, 48940 Bizkaia, Spain;FIDEC Foundation, University of the Basque Country (UPV/EHU), Gurtubay s/n, 48010 Bilbao, Spain; | |
关键词: cluster analysis; dietary patterns; lifestyle patterns; physical activity; sedentary behavior; obesity; adults; | |
DOI : 10.3390/nu9060606 | |
来源: DOAJ |
【 摘 要 】
Limited knowledge is available on lifestyle patterns in Spanish adults. We investigated dietary patterns and possible meaningful clustering of physical activity, sedentary behavior, sleep time, and smoking in Spanish adults aged 18–64 years and their association with obesity. Analysis was based on a subsample (n = 1617) of the cross-sectional ANIBES study in Spain. We performed exploratory factor analysis and subsequent cluster analysis of dietary patterns, physical activity, sedentary behaviors, sleep time, and smoking. Logistic regression analysis was used to explore the association between the cluster solutions and obesity. Factor analysis identified four dietary patterns, “Traditional DP”, “Mediterranean DP”, “Snack DP” and “Dairy-sweet DP”. Dietary patterns, physical activity behaviors, sedentary behaviors, sleep time, and smoking in Spanish adults aggregated into three different clusters of lifestyle patterns: “Mixed diet-physically active-low sedentary lifestyle pattern”, “Not poor diet-low physical activity-low sedentary lifestyle pattern” and “Poor diet-low physical activity-sedentary lifestyle pattern”. A higher proportion of people aged 18–30 years was classified into the “Poor diet-low physical activity-sedentary lifestyle pattern”. The prevalence odds ratio for obesity in men in the “Mixed diet-physically active-low sedentary lifestyle pattern” was significantly lower compared to those in the “Poor diet-low physical activity-sedentary lifestyle pattern”. Those behavior patterns are helpful to identify specific issues in population subgroups and inform intervention strategies. The findings in this study underline the importance of designing and implementing interventions that address multiple health risk practices, considering lifestyle patterns and associated determinants.
【 授权许可】
Unknown