Tran Amanda D, White Alice E, Torok Michelle R, Jervis Rachel H, Albanese Bernadette A, Scallan Walter Elaine J
Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, CO, United States.
Colorado Department of Public Health and Environment, Denver, CO, United States.
JMIR Form Res. 2024 May 27;8:e56218. doi: 10.2196/56218.
Sequential mixed-mode surveys using both web-based surveys and telephone interviews are increasingly being used in observational studies and have been shown to have many benefits; however, the application of this survey design has not been evaluated in the context of epidemiological case-control studies.
In this paper, we discuss the challenges, benefits, and limitations of using a sequential mixed-mode survey design for a case-control study assessing risk factors during the COVID-19 pandemic.
Colorado adults testing positive for SARS-CoV-2 were randomly selected and matched to those with a negative SARS-CoV-2 test result from March to April 2021. Participants were first contacted by SMS text message to complete a self-administered web-based survey asking about community exposures and behaviors. Those who did not respond were contacted for a telephone interview. We evaluated the representativeness of survey participants to sample populations and compared sociodemographic characteristics, participant responses, and time and resource requirements by survey mode using descriptive statistics and logistic regression models.
Of enrolled case and control participants, most were interviewed by telephone (308/537, 57.4% and 342/648, 52.8%, respectively), with overall enrollment more than doubling after interviewers called nonresponders. Participants identifying as female or White non-Hispanic, residing in urban areas, and not working outside the home were more likely to complete the web-based survey. Telephone participants were more likely than web-based participants to be aged 18-39 years or 60 years and older and reside in areas with lower levels of education, more linguistic isolation, lower income, and more people of color. While there were statistically significant sociodemographic differences noted between web-based and telephone case and control participants and their respective sample pools, participants were more similar to sample pools when web-based and telephone responses were combined. Web-based participants were less likely to report close contact with an individual with COVID-19 (odds ratio [OR] 0.70, 95% CI 0.53-0.94) but more likely to report community exposures, including visiting a grocery store or retail shop (OR 1.55, 95% CI 1.13-2.12), restaurant or cafe or coffee shop (OR 1.52, 95% CI 1.20-1.92), attending a gathering (OR 1.69, 95% CI 1.34-2.15), or sport or sporting event (OR 1.05, 95% CI 1.05-1.88). The web-based survey required an average of 0.03 (SD 0) person-hours per enrolled participant and US $920 in resources, whereas the telephone interview required an average of 5.11 person-hours per enrolled participant and US $70,000 in interviewer wages.
While we still encountered control recruitment challenges noted in other observational studies, the sequential mixed-mode design was an efficient method for recruiting a more representative group of participants for a case-control study with limited impact on data quality and should be considered during public health emergencies when timely and accurate exposure information is needed to inform control measures.
在观察性研究中,越来越多地使用基于网络调查和电话访谈的序贯混合模式调查,并且已显示出诸多益处;然而,这种调查设计在流行病学病例对照研究中的应用尚未得到评估。
在本文中,我们讨论了在2019冠状病毒病大流行期间,使用序贯混合模式调查设计进行病例对照研究以评估风险因素的挑战、益处和局限性。
随机选择2021年3月至4月期间新冠病毒检测呈阳性的科罗拉多州成年人,并将其与新冠病毒检测结果为阴性的成年人进行匹配。首先通过短信联系参与者,以完成一份关于社区接触和行为的自填式网络调查问卷。未回复者将接受电话访谈。我们使用描述性统计和逻辑回归模型评估了调查参与者对样本总体的代表性,并比较了不同调查模式下的社会人口学特征、参与者回答情况以及时间和资源需求。
在纳入的病例组和对照组参与者中,大多数是通过电话进行访谈的(分别为308/537,57.4%和342/648,52.8%),在访谈人员致电未回复者后,总体入组人数增加了一倍多。自我认定为女性或非西班牙裔白人、居住在城市地区且不在家工作的参与者更有可能完成网络调查问卷。电话访谈参与者比网络调查问卷参与者更有可能年龄在18 - 39岁或60岁及以上,居住在教育水平较低、语言隔离程度较高、收入较低且有色人种较多的地区。虽然在基于网络和电话的病例组和对照组参与者与其各自的样本库之间存在统计学上显著的社会人口学差异,但当将基于网络和电话的回答合并时,参与者与样本库更为相似。基于网络的参与者报告与新冠病毒感染者密切接触的可能性较小(优势比[OR] 0.70,95%置信区间0.53 - 0.94),但报告社区接触的可能性较大,包括去杂货店或零售店(OR 1.55,95%置信区间1.13 - 2.12)、餐馆或咖啡馆或咖啡店(OR 1.52,95%置信区间1.20 - 1.92)、参加聚会(OR 1.69,95%置信区间1.34 - 2.15)或体育赛事(OR 1.05,95%置信区间1.05 - 1.88)。基于网络的调查每位入组参与者平均需要0.03(标准差0)人时和920美元资源,而电话访谈每位入组参与者平均需要5.11人时和70000美元的访谈人员工资。
虽然我们仍然遇到了其他观察性研究中提到的对照招募挑战,但序贯混合模式设计是一种有效的方法,可为病例对照研究招募更具代表性的参与者群体,对数据质量的影响有限,并且在需要及时准确的接触信息以指导控制措施的公共卫生紧急情况下应予以考虑。