不同调查设计中响应模式的比较:混合模式和在线设计的纵向面板。

IF 3.6 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Emerging Themes in Epidemiology Pub Date : 2017-03-21 eCollection Date: 2017-01-01 DOI:10.1186/s12982-017-0058-2
Nicole Rübsamen, Manas K Akmatov, Stefanie Castell, André Karch, Rafael T Mikolajczyk
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引用次数: 53

摘要

背景:互联网的日益普及使得更多的流行病学研究只能使用在线数据收集。我们使用两种调查设计来比较基于人群的健康调查中的响应模式:混合模式(在纸笔和在线问卷之间进行选择)和仅在线设计(没有选择)。方法:我们使用了2014/2015年在德国下萨克森州四个地区进行的卫生和行为传染病研究(HaBIDS)纵向面板的数据。采用基于地址的概率抽样方法招募个体。在两个地区,个人可以在纸笔和在线问卷之间进行选择。在另外两个地区,个人只能在线参与。我们比较了混合模式组(n = 1110)和纯在线组(n = 482)填写所有小组问卷的受访者的社会人口学特征。使用134个项目,我们使用多项逻辑回归来比较调查设计在类型(缺失,“不知道”或有效响应)方面的响应和顺序回归来比较内容方面的响应。我们应用错误发现率(FDR)来控制多重测试,并研究调整社会人口统计学特征的效果。为了验证混合模式和在线模式之间的差异反应模式,我们比较了一个地区混合模式组的受访者在纸质模式和在线模式之间的反应模式(n = 786)。结果:纯在线组的受访者比混合模式组的受访者年龄大,但两组在性别和教育程度上没有差异。联机组和混合模式组的反应类型没有区别。调查设计与134个调查项目中18个的不同回答内容有关;在调整了社会人口变量后,这个数字降到了11。在混合模式的验证中,在11个显著不同的项目中,只有两个是显著不同的。在这种情况下,偶然观察到相同的两个或两个以上显著差异的概率为22%。结论:我们发现两种调查设计的回答模式相似,只有少数项目的回答不同,这可能是偶然的。我们的研究支持比较调查设计的等效性,并表明,在研究环境中,使用仅在线设计不会导致结果的强烈失真。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

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Comparison of response patterns in different survey designs: a longitudinal panel with mixed-mode and online-only design.

Background: Increasing availability of the Internet allows using only online data collection for more epidemiological studies. We compare response patterns in a population-based health survey using two survey designs: mixed-mode (choice between paper-and-pencil and online questionnaires) and online-only design (without choice).

Methods: We used data from a longitudinal panel, the Hygiene and Behaviour Infectious Diseases Study (HaBIDS), conducted in 2014/2015 in four regions in Lower Saxony, Germany. Individuals were recruited using address-based probability sampling. In two regions, individuals could choose between paper-and-pencil and online questionnaires. In the other two regions, individuals were offered online-only participation. We compared sociodemographic characteristics of respondents who filled in all panel questionnaires between the mixed-mode group (n = 1110) and the online-only group (n = 482). Using 134 items, we performed multinomial logistic regression to compare responses between survey designs in terms of type (missing, "do not know" or valid response) and ordinal regression to compare responses in terms of content. We applied the false discovery rates (FDR) to control for multiple testing and investigated effects of adjusting for sociodemographic characteristic. For validation of the differential response patterns between mixed-mode and online-only, we compared the response patterns between paper and online mode among the respondents in the mixed-mode group in one region (n = 786).

Results: Respondents in the online-only group were older than those in the mixed-mode group, but both groups did not differ regarding sex or education. Type of response did not differ between the online-only and the mixed-mode group. Survey design was associated with different content of response in 18 of the 134 investigated items; which decreased to 11 after adjusting for sociodemographic variables. In the validation within the mixed-mode, only two of those were among the 11 significantly different items. The probability of observing by chance the same two or more significant differences in this setting was 22%.

Conclusions: We found similar response patterns in both survey designs with only few items being answered differently, likely attributable to chance. Our study supports the equivalence of the compared survey designs and suggests that, in the studied setting, using online-only design does not cause strong distortion of the results.

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来源期刊
Emerging Themes in Epidemiology
Emerging Themes in Epidemiology Medicine-Epidemiology
CiteScore
4.40
自引率
4.30%
发文量
9
审稿时长
28 weeks
期刊介绍: Emerging Themes in Epidemiology is an open access, peer-reviewed, online journal that aims to promote debate and discussion on practical and theoretical aspects of epidemiology. Combining statistical approaches with an understanding of the biology of disease, epidemiologists seek to elucidate the social, environmental and host factors related to adverse health outcomes. Although research findings from epidemiologic studies abound in traditional public health journals, little publication space is devoted to discussion of the practical and theoretical concepts that underpin them. Because of its immediate impact on public health, an openly accessible forum is needed in the field of epidemiology to foster such discussion.
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