Personalization of Persuasive Technology in Higher Education.

UMAP '19: Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization(2019)

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摘要
The success of persuasive systems in changing people's attitudes and behaviours has been established in various domains. Specifically, research has shown that personalized persuasive technology is more effective at achieving the desired goal than the one-size-fits-all approach. However, in the education domain, there are limited studies on the personalization of persuasive strategies to students. To advance persuasive technology research in this area, we investigated the susceptibility of undergraduate students (n = 243) to four commonly employed persuasive strategies (Reward, Competition, Social Comparison, and Social Learning) in PT design. We aim to use our findings to provide design guidelines for personalizing persuasive systems in education. These four strategies were chosen because research on persuasion has established their effectiveness in changing behaviour and/or attitude. The results of our analysis reveal that students are more likely to be susceptible to Reward, followed by Competition and Social Comparison (both of which come in the second place) and Social Learning (the least persuasive). Moreover, there is no gender difference in the persuasiveness of the strategies. Hence, in choosing persuasive strategies to motivate students' learning and success in the education domain, among the strategies we investigated, Reward should be given priority, followed by Competition and Social Comparison, while Social Learning should be least favoured.
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关键词
Persuasive Technology,Persuasive system design,Persuasion Profile,Persuasive Strategies,Personalization,Persuasion in Education
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