Does usage scenario matter? Investigating user perceptions, attitude and support for policies towards ChatGPT

被引:7
作者
Yan, Wenjia [1 ]
Hu, Bo [1 ]
Liu, Yu-li [2 ]
Li, Changyan [3 ]
Song, Chuling [1 ]
机构
[1] City Univ Hong Kong, Dept Media & Commun, Hong Kong, Peoples R China
[2] Shanghai Univ, Sch Journalism & Commun, Shanghai, Peoples R China
[3] Univ Ghent, Dept Commun Sci, Ghent, Belgium
关键词
ChatGPT; Application scenarios; Information quality; Attitude; Perceived risk; Policy support; PERCEIVED RISK;
D O I
10.1016/j.ipm.2024.103867
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
ChatGPT's impressive performance enables users to increasingly apply it to a variety of scenarios. However, previous studies investigating people's perceptions or attitudes towards ChatGPT have not considered the effects of the usage scenario. This paper aims to extract the representative scenarios of ChatGPT, explore differences in user perceptions for each scenario, and provide a policy support model. We extracted five scenarios by collecting 50 open-ended responses from Mturk, including "Scenario 1: Daily life tasks," "Scenario 2: Enhance efficiency (work and education purposes)," "Scenario 3: Replace manpower (work and education purposes)," "Scenario 4: Browsing and general information seeking," "Scenario 5: Enjoyment." Subsequently, we identified four key variables to be tested (i.e., information quality, perceived risk, attitude, and policy support), and classified usage scenarios into different categories according to the perception variables measured via an online survey (n = 514). Finally, we built a model including the four variables and tested it for each scenario. The results of this study provide deep insights into user perceptions towards ChatGPT in distinct scenarios.
引用
收藏
页数:19
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