Gómez-Campos Rossana, Vidal-Espinoza Rubén, Lazari Evandro, Urra-Albornoz Camilo, Castelli Correia de Campos Luis Felipe, Rivera-Portugal Margot, Cossio-Bolaños Marco
Universidad Católica del Maule, Talca, Chile; Faculty of Education, Psychology and Sport Sciences, University of Huelva, Huelva.
Universidad Católica Silva Henriquez, Santiago.
Eur J Transl Myol. 2025 Jun 27;35(2). doi: 10.4081/ejtm.2025.13509. Epub 2025 Apr 4.
Excess body weight is associated with increased mortality, low physical fitness and low levels of physical activity. The objective this study to verify the linear and nonlinear (quadratic) relationships between Body Mass Index (BMI) and lower limb strength in children and adolescents of both sexes in a region of Chile. A descriptive (cross-sectional) study was carried out in children and adolescents of school age (6 to 17 years) of both sexes. The sample size was 863 schoolchildren (500 males and 363 females). Weight, height and the Horizontal Jump test (HJ) were evaluated. BMI and BMI z -score were calculated according to age and sex. In males, the explanatory power in the linear model [R= 0.15, R2= 0.02, Root Mean Square Error (RMSE)= 39.6] is lower than the non-linear quadratic model (R= 0.22, R2= 0.05, RMSE= 39.0). In females, the explanatory power in the linear model (R= 0.12, R2= 0.02, RMSE= 23.2) is lower than the quadratic nonlinear model (R= 0.19, R2= 0.04, RMSE= 22.9). In the BMI z-score scale, males presented HJ values of: [Low BMI 145.4±39.5cm, normal 164.2±33.6cm, and high BMI 109.0±23.2cm]. In females it was: [Low BMI 108.0±23.0cm, normal 113.5±36.3cm, and elevated BMI 91.5±30.4cm]. The study verified a curvilinear relationship in the form of a parabola (quadratic) between BMI and the HJ test in children and adolescents of both sexes. Schoolchildren in the extreme BMI categories (low and high BMI) reflected low performance in the HJ in relation to school-children with normal BMI.
超重与死亡率增加、身体素质差和身体活动水平低有关。本研究的目的是验证智利某地区儿童和青少年中体重指数(BMI)与下肢力量之间的线性和非线性(二次)关系。对学龄儿童(6至17岁)进行了一项描述性(横断面)研究。样本量为863名学童(500名男性和363名女性)。评估了体重、身高和立定跳远测试(HJ)。根据年龄和性别计算BMI和BMI z评分。在男性中,线性模型的解释力[R = 0.15,R2 = 0.02,均方根误差(RMSE)= 39.6]低于非线性二次模型(R = 0.22,R2 = 0.05,RMSE = 39.0)。在女性中,线性模型的解释力(R = 0.12,R2 = 0.02,RMSE = 23.2)低于二次非线性模型(R = 0.19,R2 = 0.04,RMSE = 22.9)。在BMI z评分量表中,男性的HJ值为:[低BMI 145.4±39.5厘米,正常164.2±33.6厘米,高BMI 109.0±23.2厘米]。女性为:[低BMI 108.0±23.0厘米,正常113.5±36.3厘米,高BMI 91.5±30.4厘米]。该研究验证了BMI与男女儿童和青少年HJ测试之间呈抛物线形式(二次)的曲线关系。处于极端BMI类别(低BMI和高BMI)的学童在HJ测试中的表现低于BMI正常的学童。