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西班牙裔儿童家庭环境与肥胖相关心血管健康及胰岛素抵抗之间关联的结构方程模型

Structural equation modeling of the associations between the home environment and obesity-related cardiovascular fitness and insulin resistance among Hispanic children.

作者信息

Santiago-Torres Margarita, Cui Yuchen, Adams Alexandra K, Allen David B, Carrel Aaron L, Guo Jessica Y, LaRowe Tara L, Schoeller Dale A

机构信息

Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, Seattle, WA 98109, USA.

University of Maryland, School of Architecture, Planning and Preservation, College Park, MD 20742, USA.

出版信息

Appetite. 2016 Jun 1;101:23-30. doi: 10.1016/j.appet.2016.02.003. Epub 2016 Feb 3.

Abstract

Hispanic children are disproportionally affected by obesity-related risk of metabolic disease. We used the structural equation modeling to examine the associations between specific diet and physical activity (PA) behaviors at home and Hispanic children's metabolic health. A total of 187 Hispanic children and their parents from an urban community in Wisconsin participated in the study. Exposure variables included, children's daily intake of sugar-sweetened beverages (SSB) and PA; home availability of SSB and PA areas/equipment; and parents' intake of SSB and PA, assessed through self-administered questionnaires. Outcome variables for children's metabolic health included, measured anthropometrics; cardiovascular fitness assessed using the Progressive Aerobic Cardiovascular Endurance Run (PACER); and insulin resistance determined with the homeostasis model assessment of insulin resistance (HOMAIR). We found that children's daily intake of SSB was positively associated with BMI z-score, which in turn, was positively associated with HOMAIR (P < 0.05). Specific diet behaviors at home associated with children's intake of SSB, included home availability of SSB, which mediated the association between parents' and children's intake of SSB (P < 0.05). Children's PA was positively associated with PACER z-score, which in turn, was inversely associated with HOMAIR (P < 0.05). Specific PA behaviors at home associated with children's PA, included home availability of PA areas/equipment, which mediated the association between parents' and children's PA (P < 0.05). The structural equation model indices suggested a satisfactory model fit (Chi-square, X(2) = 53.1, comparative fix index = 0.92, root-mean-squared error associated = 0.04). The findings confirm the need for interventions at the family level that promotes healthier home environments by targeting poor diet and low levels of PA in all family members.

摘要

西班牙裔儿童受肥胖相关代谢疾病风险的影响尤为严重。我们使用结构方程模型来研究家庭中特定饮食和身体活动(PA)行为与西班牙裔儿童代谢健康之间的关联。来自威斯康星州一个城市社区的187名西班牙裔儿童及其父母参与了该研究。暴露变量包括通过自我管理问卷评估的儿童每日含糖饮料(SSB)摄入量和PA;家中SSB的可获得性以及PA区域/设备;以及父母的SSB摄入量和PA。儿童代谢健康的结果变量包括测量的人体测量学指标;使用渐进性有氧心血管耐力跑(PACER)评估的心血管健康状况;以及通过胰岛素抵抗稳态模型评估(HOMAIR)确定的胰岛素抵抗。我们发现,儿童每日SSB摄入量与BMI z评分呈正相关,而BMI z评分又与HOMAIR呈正相关(P < 0.05)。与儿童SSB摄入量相关的家庭特定饮食行为包括家中SSB的可获得性,它介导了父母和儿童SSB摄入量之间的关联(P < 0.05)。儿童的PA与PACER z评分呈正相关,而PACER z评分又与HOMAIR呈负相关(P < 0.05)。与儿童PA相关的家庭特定PA行为包括家中PA区域/设备的可获得性,它介导了父母和儿童PA之间的关联(P < 0.05)。结构方程模型指标表明模型拟合良好(卡方,X(2) = 53.1,比较拟合指数 = 0.92,均方根误差 = 0.04)。研究结果证实了在家庭层面进行干预的必要性,即通过针对所有家庭成员不良饮食和低水平PA来促进更健康的家庭环境。

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