Lander Rebecca L, Williams Sheila M, Costa-Ribeiro Hugo, Mattos Angela P, Barreto Danile L, Houghton Lisa A, Bailey Karl B, Lander Alastair G, Gibson Rosalind S
Department of Human Nutrition, University of Otago, PO Box 56, Dunedin, 9015, New Zealand.
Department of Preventive and Social Medicine, University of Otago, PO Box 56, Dunedin, New Zealand.
BMC Public Health. 2015 Oct 23;15:1086. doi: 10.1186/s12889-015-2406-x.
Earlier we reported on growth and adiposity in a cross-sectional study of disadvantaged Brazilian preschoolers. Here we extend the work on these children, using structural equation modelling (SEM) to gather information on the complex relationships between the variables influencing height and adiposity. We hope this information will help improve the design and effectiveness of future interventions for preschoolers.
In 376 preschoolers aged 3-6 years attending seven philanthropic daycares in Salvador, we used SEM to examine direct and indirect relationships among biological (sex, ethnicity, birth order, maternal height and weight), socio-economic, micronutrient (haemoglobin, serum selenium and zinc), and environmental (helminths, de-worming) variables on height and adiposity, as reflected by Z-scores for height-for-age (HAZ) and body mass index (BMIZ).
Of the children, 11 % had HAZ < -1, 15 % had WHZ < -1, and 14 % had BMIZ > 1. Of their mothers, 8 % had short stature, and 50 % were overweight or obese. Based on standardized regression coefficients, significant direct effects (p < 0.05) for HAZ were maternal height (0.39), being white (-0.07), having helminth infection (-0.09), and serum zinc (-0.11). For BMIZ, significant direct effects were maternal weight (0.21), extremely low SES (-0.15), and haemoglobin (0.14). Indirect (p < 0.05) effects for HAZ were sex (being male) (-0.02), helminth infection (-0.01), de-worming treatment (0.01), and serum selenium (-0.02), and for BMIZ were extremely low SES (-0.001), helminth infection (-0.004), and serum selenium (0.02).
Of the multiple factors influencing preschoolers' growth, helminth infection was a modifiable risk factor directly and indirectly affecting HAZ and BMIZ, respectively. Hence the WHO de-worming recommendation should include preschoolers living in at-risk environments as well as school-aged children.
我们之前在一项针对巴西弱势学龄前儿童的横断面研究中报告了生长和肥胖情况。在此,我们扩展对这些儿童的研究工作,运用结构方程模型(SEM)来收集有关影响身高和肥胖的变量之间复杂关系的信息。我们希望这些信息将有助于改进未来针对学龄前儿童的干预措施的设计和效果。
在萨尔瓦多七家慈善日托中心的376名3至6岁学龄前儿童中,我们使用结构方程模型来研究生物学因素(性别、种族、出生顺序、母亲身高和体重)、社会经济因素、微量营养素(血红蛋白、血清硒和锌)以及环境因素(蠕虫感染、驱虫)等变量对身高和肥胖的直接和间接关系,这些关系通过年龄别身高(HAZ)和体重指数(BMIZ)的Z评分来反映。
在这些儿童中,11%的儿童HAZ<-1,15%的儿童WHZ<-1,14%的儿童BMIZ>1。他们的母亲中,8%身材矮小,50%超重或肥胖。基于标准化回归系数,对HAZ有显著直接影响(p<0.05)的因素有母亲身高(0.39)、白人(-0.07)、蠕虫感染(-0.09)和血清锌(-0.11)。对于BMIZ,显著直接影响因素有母亲体重(0.21)、极低社会经济地位(-0.15)和血红蛋白(0.14)。对HAZ有间接(p<0.05)影响的因素有性别(男性)(-0.02)、蠕虫感染(-0.01)、驱虫治疗(0.01)和血清硒(-0.02),对BMIZ有间接影响的因素有极低社会经济地位(-0.001)、蠕虫感染(-0.004)和血清硒(0.02)。
在影响学龄前儿童生长的多种因素中,蠕虫感染是一个可改变的风险因素,分别直接和间接影响HAZ和BMIZ。因此,世界卫生组织的驱虫建议应包括生活在高危环境中的学龄前儿童以及学龄儿童。