线上消费者隐私顾虑管理:营销活动及社会舆论的作用
首发时间:2019-11-21
摘要:大数据技术的快速发展使得企业能够提供更加精准和便捷的服务,但是消费者的隐私顾虑问题不仅阻碍了个人信息的披露、还会直接地损害购买行为等营销结果。为了探究线上营销环境中的隐私顾虑管理问题,本文使用了来自于我国某中型保险公司包含了26,093名用户在26周行为的日志数据、以及利用Python爬虫获取的百度搜索指数。首先,公司与消费者关系质量的提升能够缓解隐私顾虑,进而促进消费者购买行为。其次,在隐私顾虑形成的购买前阶段,消费者在跨边触点中的接触会减弱关系质量对于隐私顾虑的缓解作用,并且当公众对于隐私舆论的关注程度更高时,这种减弱效应也更加强烈。最后,免费赠送、价格折扣等补偿性促销活动能够缓解隐私顾虑对于购买行为的抑制作用。
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Online Consumer Privacy Concern Management: The Roles of Marketing Campaigns and Public Opinion
Abstract:The rapid development of big data technology enables enterprises to provide more accurate and convenient services. However, consumers' privacy concerns not only hinder the disclosure of personal information, but also directly harm the purchase behavior and other marketing results. In order to explore the management of privacy concerns in the online marketing environment, this paper applied log data of 26,093 users' behaviors in 26 weeks from a medium-sized insurance company in China, as well as the Baidu search index obtained by Python crawler. First, the improvement of relationship quality between the company and consumers can alleviate privacy concerns and thus promote consumer buying behavior. Secondly, in the pre-purchase stage when privacy concerns are formed, consumers' contact through customer-brand touchpoints will weaken the effect of relationship quality on alleviating privacy concerns, and the weakening effect will be stronger when customers pay more attention to public opinions about privacy. Finally, compensatory promotions, such as free gifts and price discounts, can alleviate the inhibitions of privacy concerns on purchasing behavior.
Keywords: Enterprise management Privacy concerns Touchpoints Promotions Privacy opinions
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线上消费者隐私顾虑管理:营销活动及社会舆论的作用
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