A Simple Question Goes a Long Way: A Wording Experiment on Bank Account Ownership.

IF 1.6 4区 数学 Q2 SOCIAL SCIENCES, MATHEMATICAL METHODS
Marco Angrisani, Mick P Couper
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引用次数: 0

Abstract

Ownership of a bank account is an objective measure and should be relatively easy to elicit via survey questions. Yet, depending on the interview mode, the wording of the question and its placement within the survey may influence respondents' answers. The Health and Retirement Study (HRS) asset module, as administered online to members of the Understanding America Study (UAS), yielded substantially lower rates of reported bank account ownership than either a single question on ownership in the Current Population Survey (CPS) or the full asset module administered to HRS panelists (both interviewer-administered surveys). We designed and implemented an experiment in the UAS comparing the original HRS question eliciting bank account ownership with two alternative versions that were progressively simplified. We document strong evidence that the original question leads to systematic underestimation of bank account ownership. In contrast, the proportion of bank account owners obtained from the simplest alternative version of the question is very similar to the population benchmark estimate. We investigate treatment effect heterogeneity by cognitive ability and financial literacy. We find that questionnaire simplification affects responses of individuals with higher cognitive ability substantially less than those with lower cognitive ability. Our results suggest that high-quality data from surveys start from asking the right questions, which should be as simple and precise as possible and carefully adapted to the mode of interview.

一个简单的问题走了很长的路:关于银行账户所有权的措辞实验。
银行账户的所有权是一种客观衡量标准,应该相对容易通过调查问题得出结论。然而,根据访谈方式的不同,问题的措辞及其在调查中的位置可能会影响受访者的答案。健康与退休研究(HRS)资产模块在了解美国研究(UAS)的成员中进行了在线管理,与当前人口调查(CPS)中的单个所有权问题或对HRS小组成员进行的完整资产模块(均为访谈者管理的调查)相比,报告的银行账户拥有率要低得多。我们在UAS中设计并实施了一个实验,将原始的HRS问题与两个逐步简化的替代版本进行比较。我们记录了强有力的证据,证明最初的问题导致了对银行账户所有权的系统性低估。相比之下,从问题的最简单替代版本获得的银行账户所有者比例与人口基准估计值非常相似。我们通过认知能力和金融知识来研究治疗效果的异质性。研究发现,问卷简化对认知能力高的个体的影响明显小于认知能力低的个体。我们的研究结果表明,高质量的调查数据从提出正确的问题开始,这些问题应该尽可能简单准确,并仔细适应访谈模式。
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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来源期刊
CiteScore
4.30
自引率
9.50%
发文量
40
期刊介绍: The Journal of Survey Statistics and Methodology, sponsored by AAPOR and the American Statistical Association, began publishing in 2013. Its objective is to publish cutting edge scholarly articles on statistical and methodological issues for sample surveys, censuses, administrative record systems, and other related data. It aims to be the flagship journal for research on survey statistics and methodology. Topics of interest include survey sample design, statistical inference, nonresponse, measurement error, the effects of modes of data collection, paradata and responsive survey design, combining data from multiple sources, record linkage, disclosure limitation, and other issues in survey statistics and methodology. The journal publishes both theoretical and applied papers, provided the theory is motivated by an important applied problem and the applied papers report on research that contributes generalizable knowledge to the field. Review papers are also welcomed. Papers on a broad range of surveys are encouraged, including (but not limited to) surveys concerning business, economics, marketing research, social science, environment, epidemiology, biostatistics and official statistics. The journal has three sections. The Survey Statistics section presents papers on innovative sampling procedures, imputation, weighting, measures of uncertainty, small area inference, new methods of analysis, and other statistical issues related to surveys. The Survey Methodology section presents papers that focus on methodological research, including methodological experiments, methods of data collection and use of paradata. The Applications section contains papers involving innovative applications of methods and providing practical contributions and guidance, and/or significant new findings.
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