BMC Med Res Methodol. 2013 Jun 27;13:85. doi: 10.1186/1471-2288-13-85.
This study proposes a new approach for investigating bias in self-reported data on height and weight among adolescents by studying the relevance of participants' self-reported response capability. The objectives were 1) to estimate the prevalence of students with high and low self-reported response capability for weight and height in a self-administrated questionnaire survey among 11-15 year old Danish adolescents, 2) to estimate the proportion of missing values on self-reported height and weight in relation to capability for reporting height and weight, and 3) to investigate the extent to which adolescents' response capability is of importance for the accuracy and precision of self-reported height and weight. Also, the study investigated the impact of students' response capability on estimating prevalence rates of overweight.
Data was collected by a school-based cross-sectional questionnaire survey among students aged 11-15 years in 13 schools in Aarhus, Denmark, response rate =89%, n = 2100. Response capability was based on students' reports of perceived ability to report weight/height and weighing/height measuring history. Direct measures of height and weight were collected by school health nurses.
One third of the students had low response capability for weight and height, respectively, and every second student had low response capability for BMI. The proportion of missing values on self-reported weight and height was significantly higher among students who were not weighed and height measured recently and among students who reported low recall ability. Among both boys and girls the precision of self-reported height and weight tended to be lower than among students with low response capability. Low response capability was related to BMI (z-score) and overweight prevalence among girls. These findings were due to a larger systematic underestimation of weight among girls who were not weighed recently (-1.02 kg, p < 0.0001) and among girls with low recall ability for weight (-0.99 kg, p = 0.0024).
This study indicates that response capability may be relevant for the accuracy of girls' self-reported measurements of weight and height. Consequently, by integrating items on response capability in survey instruments, participants with low capability can be identified. Similar analyses based on other and less selected populations are recommended.
本研究提出了一种新方法,通过研究参与者自我报告能力的相关性来研究青少年身高和体重自我报告数据中的偏倚。目的是 1)估计在丹麦 11-15 岁青少年的自我管理问卷调查中,体重和身高自我报告能力高和低的学生比例,2)估计自我报告身高和体重缺失值与报告身高和体重能力的关系,3)调查青少年自我报告能力对自我报告身高和体重准确性和精密度的重要程度。此外,本研究还调查了学生的自我报告能力对超重患病率估计的影响。
在丹麦奥胡斯的 13 所学校中,通过基于学校的横断面问卷调查收集了 11-15 岁学生的数据,应答率=89%,n=2100。反应能力基于学生对报告体重/身高和称重/身高测量历史的感知能力的报告。由学校保健护士直接测量身高和体重。
三分之一的学生体重和身高的反应能力较低,每两个学生中就有一个学生的 BMI 反应能力较低。自我报告体重和身高缺失值的比例在最近未称重和身高测量的学生以及报告回忆能力较低的学生中显著更高。在男孩和女孩中,自我报告身高和体重的精度往往低于反应能力较低的学生。反应能力较低与 BMI(z 评分)和女孩超重患病率有关。这些发现是由于最近未称重的女孩(-1.02 公斤,p<0.0001)和体重回忆能力较低的女孩(-0.99 公斤,p=0.0024)的体重存在较大的系统低估。
本研究表明,反应能力可能与女孩自我报告的体重和身高测量的准确性有关。因此,通过在调查工具中整合反应能力项目,可以识别能力较低的参与者。建议在其他和选择较少的人群中进行类似的分析。