Mauz Elvira, Hoffmann Robert, Houben Robin, Krause Laura, Kamtsiuris Panagiotis, Gößwald Antje
Department of Epidemiology and Health Monitoring, Robert Koch Institute, Berlin, Germany.
J Med Internet Res. 2018 Mar 5;20(3):e64. doi: 10.2196/jmir.7802.
The implementation of an Internet option in an existing public health interview survey using a mixed-mode design is attractive because of lower costs and faster data availability. Additionally, mixed-mode surveys can increase response rates and improve sample composition. However, mixed-mode designs can increase the risk of measurement error (mode effects).
This study aimed to determine whether the prevalence rates or mean values of self- and parent-reported health indicators for children and adolescents aged 0-17 years differ between self-administered paper-based questionnaires (SAQ-paper) and self-administered Web-based questionnaires (SAQ-Web), as well as between a single-mode control group and different mixed-mode groups.
Data were collected for a methodological pilot of the third wave of the "German Health Interview and Examination Survey for Children and Adolescents". Questionnaires were completed by parents or adolescents. A population-based sample of 11,140 children and adolescents aged 0-17 years was randomly allocated to 4 survey designs-a single-mode control group with paper-and-pencil questionnaires only (n=970 parents, n=343 adolescents)-and 3 mixed-mode designs, all of which offered Web-based questionnaire options. In the concurrent mixed-mode design, both questionnaires were offered at the same time (n=946 parents, n=290 adolescents); in the sequential mixed-mode design, the SAQ-Web was sent first, followed by the paper questionnaire along with a reminder (n=854 parents, n=269 adolescents); and in the preselect mixed-mode design, both options were offered and the respondents were asked to request the desired type of questionnaire (n=698 parents, n=292 adolescents). In total, 3468 questionnaires of parents of children aged 0-17 years (SAQ-Web: n=708; SAQ-paper: n=2760) and 1194 questionnaires of adolescents aged 11-17 years (SAQ-Web: n=299; SAQ-paper: n=895) were analyzed. Sociodemographic characteristics and a broad range of health indicators for children and adolescents were compared by survey design and data collection mode by calculating predictive margins from regression models.
There were no statistically significant differences in sociodemographic characteristics or health indicators between the single-mode control group and any of the mixed-mode survey designs. Differences in sociodemographic characteristics between SAQ-Web and SAQ-paper were found. Web respondents were more likely to be male, have higher levels of education, and higher household income compared with paper respondents. After adjusting for sociodemographic characteristics, only one of the 38 analyzed health indicators showed different prevalence rates between the data collection modes, with a higher prevalence rate for lifetime alcohol consumption among the online-responding adolescents (P<.001).
These results suggest that mode bias is limited in health interview surveys for children and adolescents using a mixed-mode design with Web-based and paper questionnaires.
在现有的采用混合模式设计的公共卫生访谈调查中实施互联网选项很有吸引力,因为成本较低且数据可得性更快。此外,混合模式调查可以提高应答率并改善样本构成。然而,混合模式设计会增加测量误差(模式效应)的风险。
本研究旨在确定0至17岁儿童和青少年自我报告及家长报告的健康指标的患病率或均值在纸质自填问卷(SAQ-纸质)和基于网络的自填问卷(SAQ-网络)之间,以及在单模式对照组和不同混合模式组之间是否存在差异。
收集了“德国儿童和青少年健康访谈与检查调查”第三轮方法学试点的数据。问卷由家长或青少年完成。11140名0至17岁的儿童和青少年的基于人群的样本被随机分配到4种调查设计中——一个仅使用纸笔问卷的单模式对照组(970名家长,343名青少年)——以及3种混合模式设计,所有这些设计都提供基于网络的问卷选项。在同时混合模式设计中,两种问卷同时提供(946名家长,290名青少年);在顺序混合模式设计中,先发送SAQ-网络问卷,随后发送纸质问卷并附带提醒(854名家长,269名青少年);在预选混合模式设计中,提供两种选项并要求受访者请求所需类型的问卷(698名家长,292名青少年)。总共分析了3468份0至17岁儿童家长的问卷(SAQ-网络:708份;SAQ-纸质:2760份)和1194份11至17岁青少年的问卷(SAQ-网络:299份;SAQ-纸质:895份)。通过计算回归模型的预测边际,按调查设计和数据收集模式比较了儿童和青少年的社会人口学特征以及广泛的健康指标。
单模式对照组与任何一种混合模式调查设计在社会人口学特征或健康指标方面均无统计学显著差异。发现SAQ-网络和SAQ-纸质在社会人口学特征上存在差异。与纸质问卷受访者相比,网络问卷受访者更可能为男性,受教育程度更高,家庭收入更高。在调整社会人口学特征后,38项分析的健康指标中只有一项在数据收集模式之间显示出不同的患病率,在线作答的青少年终身饮酒的患病率更高(P<0.001)。
这些结果表明,在使用基于网络和纸质问卷的混合模式设计的儿童和青少年健康访谈调查中,模式偏差是有限的。