Data quality and response distributions in a mixed-mode survey.

IF 1.2 4区 社会学 Q4 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Longitudinal and Life Course Studies Pub Date : 2022-05-01 DOI:10.1332/175795921X16494126913909
Mary Beth Ofstedal, Gábor Kézdi, Mick P Couper
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引用次数: 2

Abstract

Longitudinal surveys traditionally conducted by interviewers are facing increasing pressures to explore alternatives such as sequential mixed-mode designs, which start with a cheaper self-administered mode (online) then follow up using more expensive methods such as telephone or face-to-face interviewing. Using a designed experiment conducted as part of the 2018 wave of the Health and Retirement Study (HRS) in the US, we compare a sequential mixed-mode design (web then telephone) with the standard telephone-only protocol. Using an intent-to-treat analysis, we focus on response quality and response distributions for several domains key to HRS: physical and psychological health, financial status, expectations and family composition. Respondents assigned to the sequential mixed-mode (web) had slightly higher missing data rates and more focal responses than those assigned to telephone-only. However, we find no evidence of differential quality in verifying and updating roster information. We find slightly lower rates of asset ownership reported by those assigned to the web mode. Conditional on ownership, we find no detectable mode effects on the value of assets. We find more negative (pessimistic) expectations for those assigned to the web mode. We find little evidence of poorer health reported by those assigned to the web mode. We find that effects of mode assignment on measurement are present, but for most indicators the effects are small. Finding ways to remediate the differences in item-missing data and focal values should help reduce mode effects in mixed-mode surveys or those transitioning from interviewer- to self-administration.

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混合模式调查中的数据质量和响应分布。
传统上由采访者进行的纵向调查正面临着越来越大的压力,需要探索其他选择,比如顺序混合模式设计,即从更便宜的自我管理模式(在线)开始,然后使用更昂贵的方法,如电话或面对面访谈。作为2018年美国健康与退休研究(HRS)浪潮的一部分,我们使用了一项设计好的实验,将顺序混合模式设计(网络和电话)与标准的电话协议进行了比较。通过意向治疗分析,我们关注了HRS的几个关键领域的反应质量和反应分布:生理和心理健康、财务状况、期望和家庭组成。分配给顺序混合模式(网络)的应答者比分配给仅电话的应答者有稍高的数据丢失率和更集中的应答。然而,我们发现在验证和更新名册信息方面没有差异质量的证据。我们发现那些分配到网络模式的人报告的资产拥有率略低。在所有权的条件下,我们发现对资产价值没有可检测的模式影响。我们发现那些被分配到网络模式的人有更多的消极(悲观)期望。我们发现很少有证据表明那些被分配到网络模式的人的健康状况较差。我们发现模式分配对测量的影响是存在的,但对大多数指标的影响很小。寻找方法弥补项目缺失数据和焦点值的差异,应有助于减少混合模式调查或从采访者向自我管理过渡的模式影响。
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来源期刊
CiteScore
2.50
自引率
11.10%
发文量
43
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