Web mode as part of mixed-mode surveys of the general population

N. Berzelak, Vasja Vehovar, K. Manfreda
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引用次数: 3

Abstract

Lower data collection costs make web surveys a promising alternative to conventional face-to-face and telephone surveys. A transition to the new mode has already been widely initiated in commercial research, but web surveys remains limited in academic and official research projects that typically require probability samples and high response rates. Various design approaches for coping with the problems of sampling frames, incomplete Internet use, and nonresponse in web surveys have been proposed. Mixed-mode designs and incentives are two common strategies to reach Internet non-users and increase the response rates in web surveys. However, such survey designs can substantially increase the costs, the complexity of administration and the possibility of uncontrolled measurement effects. This paper presents and demonstrates an approach to the evaluation of various survey designs with simultaneous consideration of the errors and costs. It focuses on the designs involving the web mode and discusses their potential to replace traditional modes for probability surveys of the general population. The main idea of this approach is that part of the cost savings enabled by the web mode can be allocated to incentives and complementary survey modes to compensate for the Internet non-coverage and the higher nonresponse. The described approach is demonstrated in an experimental case study that compares the performance of mixed-mode designs with the web mode and prepaid cash incentive with that of an official survey conducted using the face-to-face and telephone modes. The results show that the mixed-mode designs with the web mode and incentives can greatly increase the response rate, which even surpasses that of the conventional survey modes, but still offer substantial cost savings. However, the results also show that higher response rate does not necessary translate to higher data quality, especially when the main aim is to obtain estimates that are highly comparable with those of the reference survey.
网络模式作为混合模式调查的一部分
较低的数据收集成本使网络调查成为传统面对面调查和电话调查的一个有希望的替代方案。向新模式的过渡已经在商业研究中广泛开展,但网络调查在通常需要概率样本和高回复率的学术和官方研究项目中仍然有限。针对网络调查中存在的采样框架、不完全网络使用和无响应等问题,提出了多种设计方法。混合模式设计和激励是两种常见的策略,以达到互联网非用户和提高网络调查的回复率。然而,这种调查设计会大大增加成本、管理的复杂性和测量效果不受控制的可能性。本文提出并论证了一种同时考虑误差和成本的各种调查设计的评估方法。它着重于涉及网络模式的设计,并讨论了它们取代传统模式的潜力,以进行一般人群的概率调查。这种方法的主要思想是,通过网络模式节省的部分成本可以分配给激励和补充调查模式,以弥补互联网的不覆盖和更高的不响应。所描述的方法在一个实验案例研究中得到了证明,该研究比较了使用网络模式和预付现金激励的混合模式设计的性能与使用面对面和电话模式进行的官方调查的性能。结果表明,结合网络模式和激励的混合模式设计可以大大提高回复率,甚至超过传统的调查模式,但仍然可以节省大量的成本。然而,结果也表明,更高的回复率并不一定意味着更高的数据质量,特别是当主要目的是获得与参考调查高度可比的估计值时。
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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