一项关于社交机器人在问卷调查中提高有效回复率的实证研究

Taiga Natori, T. Iio
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引用次数: 1

摘要

在本文中,我们报告了机器人的存在在多大程度上增加了问卷调查中的有效回复率。我们基于应用行为分析中使用的单案例设计方法,在一所大学校园进行了实地试验。我们设置了两个条件:一个是安装了与人互动的机器人(机器人条件),另一个是没有安装机器人(无机器人条件)。我们每天测量一次,持续8天,每天从11:25到13:30持续125分钟。每天交替分配机器人条件和无机器人条件。机器人由一名操作员控制。结果表明,机器人条件下的有效响应率分别为8.9%、3.8%、6.1%和1.9%,无机器人条件下的有效响应率分别为4.9%、3.7%、3.1%和1.8%。综合考虑这些结果和完整的回答率,我们发现,虽然机器人可以吸引人们的注意力,并在短期内一点点提高回复率,但有效回复率的提高并没有我们预期的那么多,因为被机器人吸引的人很可能会中途放弃回答问卷。为了提高有效回复率,我们需要考虑一种新的交互设计,以防止人们放弃他们的答案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An empirical study of how much a social robot increases the rate of valid responses in a questionnaire survey
In this paper, we report that how much the presence of a robot increases the rate of valid responses in a questionnaire survey. We conducted a field trial in a university campus based on a single-case design method that is used in applied behavior analysis. We made two conditions: One was a condition that a robot interacting with people was installed (robot condition), and another was a condition that the robot was not installed (no-robot condition). We measured once a day for eight days, each day lasting 125 minutes from 11:25 to 13:30. The robot condition and the no-robot condition were assigned alternately to each day. The robot was controlled by an operator. The results showed that the valid response rates of the robot condition were 8.9%, 3.8%, 6.1%, and 1.9%, and those of the no-robot condition were 4.9%, 3.7%, 3.1%, and 1.8%. Considering both these results and complete answer rates, we found that although a robot can attract people’s attention and increase the response rates a little and short-term, the valid response rates do not increase so much as we expect because people who are attracted by the robot are likely to quit answering the questionnaire halfway. In order to increase the valid response rates, we will need to consider a new interaction design for preventing people from quitting their answer.
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