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Willing to pay for quality personalization? Trade-off between quality and privacy

机译:愿意为质量个性化买单吗?在质量和隐私之间进行权衡

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Online personalization presents recommendations of products and services based on customers' past online purchases or browsing behavior. Personalization applications reduce information overload and provide value-added services. However, their adoption is hindered by customers' concerns about information privacy. This paper reports on research undertaken to determine whether a high-quality recommendation service will encourage customers to use online personalization. We collected data through a series of online experiments to examine the impacts of privacy and quality on personalization usage and on users' willingness to pay and to disclose information when using news and financial services. Our findings suggest that under certain circumstances, perceived personalization quality can outweigh the impact of privacy concerns. This implies that service providers can improve the perceived quality of personalization services being offered in order to offset customer privacy concerns. Nevertheless, the impact of perceived quality on personalization usage is weaker for customers who have experienced privacy invasion in the past. The results show that customers who are likely to use online personalization are also likely to pay for the service. This finding suggests that, despite privacy concerns, there is an opportunity for businesses to monetize high-quality personalization.
机译:在线个性化会根据客户过去的在线购买或浏览行为来提出产品和服务的建议。个性化应用程序可减少信息过载并提供增值服务。但是,由于客户对信息隐私的关注,阻碍了它们的采用。本文报告了为确定高质量的推荐服务是否会鼓励客户使用在线个性化服务而进行的研究。我们通过一系列在线实验收集了数据,以检查隐私和质量对个性化使用以及用户使用新闻和金融服务时的付款意愿和信息披露意愿的影响。我们的发现表明,在某些情况下,感知到的个性化质量可能会超过隐私问题的影响。这意味着服务提供商可以改善所提供的个性化服务的感知质量,以抵消客户对隐私的担忧。但是,对于过去经历过隐私入侵的客户而言,感知质量对个性化使用的影响较弱。结果表明,可能使用在线个性化服务的客户也有可能为此服务付费。这一发现表明,尽管存在隐私隐患,企业还是有机会通过高质量的个性化货币化。

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