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评估一种使用短信收集调查数据的模块化设计方法。

Evaluating a Modular Design Approach to Collecting Survey Data Using Text Messages.

作者信息

West Brady T, Ghimire Dirgha, Axinn William G

机构信息

Survey Research Center, Institute for Social Research, University of Michigan-Ann Arbor, U.S.A.

Population Studies Center, Institute for Social Research, University of Michigan-Ann Arbor, U.S.A.

出版信息

Surv Res Methods. 2015;9(2):111-123.

Abstract

This article presents analyses of data from a pilot study in Nepal that was designed to provide an initial examination of the errors and costs associated with an innovative methodology for survey data collection. We embedded a randomized experiment within a long-standing panel survey, collecting data on a small number of items with varying sensitivity from a probability sample of 450 young Nepalese adults. Survey items ranged from simple demographics to indicators of substance abuse and mental health problems. Sampled adults were randomly assigned to one of three different modes of data collection: 1) a standard one-time telephone interview, 2) a "single sitting" back-and-forth interview with an interviewer using text messaging, and 3) an interview using text messages within a modular design framework (which generally involves breaking the survey response task into distinct parts over a short period of time). Respondents in the modular group were asked to respond (via text message exchanges with an interviewer) to only one question on a given day, rather than complete the entire survey. Both bivariate and multivariate analyses demonstrate that the two text messaging modes increased the probability of disclosing sensitive information relative to the telephone mode, and that respondents in the modular design group, while responding less frequently, found the survey to be significantly easier. Further, those who responded in the modular group were not unique in terms of available covariates, suggesting that the reduced item response rates only introduced limited nonresponse bias. Future research should consider enhancing this methodology, applying it with other modes of data collection (e. g., web surveys), and continuously evaluating its effectiveness from a total survey error perspective.

摘要

本文介绍了尼泊尔一项试点研究的数据分析结果,该研究旨在初步考察与一种创新的调查数据收集方法相关的误差和成本。我们在一项长期的面板调查中嵌入了一项随机实验,从450名尼泊尔年轻成年人的概率样本中收集了少量敏感度不同的项目数据。调查项目从简单的人口统计学信息到药物滥用和心理健康问题指标不等。被抽样的成年人被随机分配到三种不同的数据收集方式之一:1)标准的一次性电话访谈;2)与访谈员通过短信进行的“一次性”来回访谈;3)在模块化设计框架内使用短信进行的访谈(通常涉及在短时间内将调查回答任务分解为不同部分)。模块化组的受访者被要求(通过与访谈员的短信交流)在给定的一天只回答一个问题,而不是完成整个调查。双变量和多变量分析表明,与电话方式相比,两种短信方式增加了披露敏感信息的可能性,并且模块化设计组的受访者虽然回答频率较低,但认为调查明显更容易。此外,在模块化组中回答问题的受访者在可用协变量方面并无独特之处,这表明较低的项目回答率仅引入了有限的无回答偏差。未来的研究应考虑改进这种方法,将其与其他数据收集方式(如网络调查)结合使用,并从总调查误差的角度持续评估其有效性。

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