Ebert Jonas Fynboe, Huibers Linda, Christensen Bo, Christensen Morten Bondo
Department of Public Health, Research Unit for General Practice, Aarhus University, Aarhus, Denmark.
Department of Public Health, Section for General Medical Practice, Aarhus University, Aarhus, Denmark.
J Med Internet Res. 2018 Jan 23;20(1):e24. doi: 10.2196/jmir.8353.
Paper questionnaires have traditionally been the first choice for data collection in research. However, declining response rates over the past decade have increased the risk of selection bias in cross-sectional studies. The growing use of the Internet offers new ways of collecting data, but trials using Web-based questionnaires have so far seen mixed results. A secure, online digital mailbox (e-Boks) linked to a civil registration number became mandatory for all Danish citizens in 2014 (exemption granted only in extraordinary cases). Approximately 89% of the Danish population have a digital mailbox, which is used for correspondence with public authorities.
We aimed to compare response rates, completeness of data, and financial costs for different invitation methods: traditional surface mail and digital mail.
We designed a cross-sectional comparative study. An invitation to participate in a survey on help-seeking behavior in out-of-hours care was sent to two groups of randomly selected citizens from age groups 30-39 and 50-59 years and parents to those aged 0-4 years using either traditional surface mail (paper group) or digital mail sent to a secure online mailbox (digital group). Costs per respondent were measured by adding up all costs for handling, dispatch, printing, and work salary and then dividing the total figure by the number of respondents. Data completeness was assessed by comparing the number of missing values between the two methods. Socioeconomic variables (age, gender, family income, education duration, immigrant status, and job status) were compared both between respondents and nonrespondents and within these groups to evaluate the degree of selection bias.
A total 3600 citizens were invited in each group; 1303 (36.29%) responded to the digital invitation and 1653 (45.99%) to the paper invitation (difference 9.66%, 95% CI 7.40-11.92). The costs were €1.51 per respondent for the digital group and €15.67 for paper group respondents. Paper questionnaires generally had more missing values; this was significant in five of 17 variables (P<.05). Substantial differences were found in the socioeconomic variables between respondents and nonrespondents, whereas only minor differences were seen within the groups of respondents and nonrespondents.
Although we found lower response rates for Web-based invitations, this solution was more cost-effective (by a factor of 10) and had slightly lower numbers of missing values than questionnaires sent with paper invitations. Analyses of socioeconomic variables showed almost no difference between nonrespondents in both groups, which could imply that the lower response rate in the digital group does not necessarily increase the level of selection bias. Invitations to questionnaire studies via digital mail may be an excellent option for collecting research data in the future. This study may serve as the foundational pillar of digital data collection in health care research in Scandinavia and other countries considering implementing similar systems.
传统上,纸质问卷一直是研究中数据收集的首选方式。然而,在过去十年中,回复率不断下降,增加了横断面研究中选择偏倚的风险。互联网的日益普及提供了新的数据收集方式,但迄今为止,使用基于网络问卷的试验结果参差不齐。2014年,与民事登记号码相关联的安全在线数字邮箱(电子信箱)对所有丹麦公民来说成为强制性的(仅在特殊情况下给予豁免)。大约89%的丹麦人口拥有数字邮箱,用于与公共当局通信。
我们旨在比较不同邀请方式(传统平信和数字邮件)的回复率、数据完整性和财务成本。
我们设计了一项横断面比较研究。向年龄在30 - 39岁和50 - 59岁的两组随机选择的公民以及0 - 4岁儿童的父母发送了一份关于非工作时间护理中求助行为的调查邀请,一组使用传统平信(纸质组),另一组使用发送到安全在线邮箱的数字邮件(数字组)。通过将处理、发送、印刷和工作薪资的所有成本相加,然后将总数除以受访者数量来衡量每个受访者的成本。通过比较两种方法之间缺失值的数量来评估数据完整性。在受访者和未受访者之间以及这些组内比较社会经济变量(年龄、性别、家庭收入、教育年限、移民身份和工作状态),以评估选择偏倚的程度。
每组共邀请了3600名公民;1303人(36.29%)回复了数字邀请,1653人(45.99%)回复了纸质邀请(差异9.66%,95%置信区间7.40 - 11.92)。数字组每个受访者的成本为1.51欧元,纸质组受访者为15.67欧元。纸质问卷通常有更多缺失值;在17个变量中的5个变量中差异显著(P<0.05)。在受访者和未受访者之间的社会经济变量中发现了显著差异,而在受访者组和未受访者组内仅发现了微小差异。
尽管我们发现基于网络的邀请回复率较低,但这种方式更具成本效益(相差10倍),并且与纸质邀请问卷相比,缺失值数量略少。社会经济变量分析表明两组未受访者之间几乎没有差异,这可能意味着数字组较低的回复率不一定会增加选择偏倚的程度。通过数字邮件邀请进行问卷调查研究可能是未来收集研究数据的一个绝佳选择。这项研究可能成为斯堪的纳维亚半岛及其他考虑实施类似系统的国家医疗保健研究中数字数据收集的基础支柱。