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A cluster analysis of the relationship between sucking habits, consistency of food ingested, and taste sensitivity in children

机译:儿童吸吮习惯,食物摄入稠度和味觉敏感性之间关系的聚类分析

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As sucking habits and eating behavior may be interrelated and also associated with taste, body composition, and sociodemographic factors, the objective was to perform an exploratory analysis to identify groups of children with a high degree of association between intragroup subjects, providing explanation and interpretation of the data. The study initially included 352 prepubertal children (197 girls; 7- to 11-year-old), from whom information about sociodemographic characteristics, duration of breastfeeding, past bottle-feeding and non-nutritive sucking habits, taste sensitivity, body mass index (BMI), and consistency of food ingested were collected. Salivary concentrations of amylase and total protein were also determined. Data were submitted to cluster analysis (hierarchical analysis, K-means, and silhouette plot), one-way ANOVA and correlation tests. Cluster analysis included 159 children, generating three reliable and meaningful clusters: Cluster 1 (labeled "good tasters"), was characterized by older children and higher taste sensitivity; Cluster 2 ("softer food consistency") by longer bottle-feeding duration and children who eat food with lower consistency, and Cluster 3 ("breastfed") by longer breastfeeding duration (silhouette coefficient = 0.61). Cluster 3 also showed the higher percentage of normal-weight children, normal delivery, maternal schooling, and lower rate of past non-nutritional sucking habit. No correlation was found between salivary amylase and total protein concentrations, taste sensitivity and BMI, although taste sensitivity showed to be higher among girls (p = 0.002; power = 88%). The study identified three clusters, highlighting the relationship between nutritional sucking habits, consistency of food ingested, and sociodemographic characteristics. Most importantly, a close relation between bottle-feeding and consumption of soft food consistency was observed.
机译:由于吮吸习惯和进食行为可能相互关联,并且还与口味,身体组成和社会人口统计学因素相关,因此,目的是进行探索性分析,以识别组内对象之间具有高度关联的儿童群体,从而为儿童提供解释和解释。数据。该研究最初包括352名青春期前儿童(197名女孩; 7至11岁),他们从中获得了有关社会人口统计学特征,母乳喂养时间,过去的奶瓶喂养和非营养性吮吸习惯,味觉敏感性,体重指数的信息(体重指数(BMI)和所摄取食物的稠度。还确定了唾液中淀粉酶和总蛋白的浓度。数据已提交到聚类分析(层次分析,K均值和轮廓图),单向方差分析和相关性测试。聚类分析包括159名儿童,产生了三个可靠且有意义的聚类:聚类1(标记为“好品味者”),具有较大的儿童特征和较高的味觉敏感性;较长的奶瓶喂养时间和儿童食用浓度较低的儿童的聚类2(“较软的食物稠度”),以及较长的母乳喂养的时间(轮廓系数= 0.61)的聚类3(“母乳喂养”)。聚类3还显示出体重正常儿童,正常分娩,产妇受教育程度较高,过去非营养性吸吮习惯的发生率较低。唾液淀粉酶与总蛋白浓度,味觉敏感性和BMI之间没有相关性,尽管女孩的味觉敏感性更高(p = 0.002;功效= 88%)。该研究确定了三个集群,突出了营养吮吸习惯,食物摄入的一致性和社会人口统计学特征之间的关系。最重要的是,观察到奶瓶喂养与软食品稠度消耗之间的密切关系。

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