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网络使用动机和发放方式对个性化优惠券使用意愿影响
其他题名The influence of intention using motivation and m-coupons delivery approach on intention to redeem personalized m-coupons
安宇
导师陈毅文
2021-12
摘要随着智能手机和互联网的日益普及,利用智能设备便利和个性化的独特功能在收集消费者网络行为及个人信息后,在智能手机上推荐个性化手机优惠券是数字化营销的首要任务。个性化推荐以个人隐私换取,带来收益和便利的同时也带来无法预知的隐私风险,这影响消费者优惠券使用意愿。另外,网络使用动机和优惠券发放方式的不同,消费者对当下通过个性化手机优惠券能获取利益和隐私泄露带来的风险感知不同,推荐解释提高推荐系统透明度,但也加披露了企业如何使用个人信息,因此研究个性化推荐下消费者使用手机优惠券的内在影响机制至关重要。本研究基于动机、技术接受理论、隐私计算理论,研究网络使用动和优惠券发放方式对感知个性化、个人信息披露意愿和优惠券使用意愿的影响。研究采用2(网络使用动机:购物vs.娱乐)×2(优惠券发放方式:拉取vs.推送)被试间设计,最终收集有效数据424份。首先,使用方差分析方法,探讨网络使用动机、优惠券发放方式对手机优惠券使用意愿、感知个性化、个人信息披露意愿的影响。结果表明:(1)购物动机比娱乐动机对手机优惠券使用意愿的影响更强、对感知个性化的影响更强、对个人信息披露意愿的影响更强;(2)推送方式比拉取方式更能影响手机优惠券使用意愿、感知个性化、个人信息披露意愿;其次,探讨网络使用动机、优惠券发放方式与手机优惠券使用意愿更强、感知个性化、个人信息披露意愿的关系。结果表明:(1)网络使用动机未能通过感知个性化中介作用、以及感知个性化和个人信息披露意愿的链式中介影响消费者优惠券使用意愿;(2)优惠券发放方式通过感知个性化中介作用、以及感知个性化和个人信息披露意愿的链式中介影响消费者优惠券使用意愿;且推荐解释的调节作用的研究结果表明:优惠券发放方式通过感知个性化和个人信息披露意愿的链式中介影响消费者的优惠券使用意愿时,推荐解释在感知个性化对个人信息披露意愿的影响中起到调节作用。研究结论:(1)购物动机比娱乐动机对手机优惠券使用意愿、感知个性化、个人信息披露意愿的影响更强,但网络使用动机未能通过感知个性化、个人信息披露意愿对优惠券使用意愿产生影响,因此网络使用动机对优惠券使用意愿、感知个性化、个人信息披露意愿的影响是直接作用。(2)推送方式比拉取方式对手机优惠券使用意愿、感知个性化、个人信息披露意愿的影响更强。且优惠券发放方式通过感知个性化、个人信息披露意愿中介作用对优惠券使用意愿产生影响;推荐解释在感知个性化对个人信息披露意愿的影响中起到调节作用;高、低推荐解释水平下调节作用无差别。
其他摘要With the increasing popularity of smartphones and the Internet, using the unique features of smart devices for convenience and personalization to recommend personalized mobile coupons on smartphones after collecting consumers' online behavior and personal information is a top priority for digital marketing. Personalized recommendation in exchange for personal privacy brings revenue and convenience but also unpredictable privacy risks, which affects consumers' willingness to use coupons. In addition, the motivation for online use and the way coupons are issued differ, and consumers perceive differently the benefits they can obtain through personalized mobile coupons at the moment and the risks posed by privacy leakage. The recommendation explanation improves the transparency of the recommendation system, but also adds disclosure of how companies use personal information, so it is crucial to study the intrinsic influence mechanism of consumer use of mobile coupons under personalized recommendations.Based on motivation, technology acceptance theory, and privacy computing theory, this study investigates the effects of web usage motives and coupon distribution methods on perceived personalization, willingness to disclose personal information, and willingness to use coupons. The study used a 2 (Internet use motivation: shopping vs. entertainment) × 2 (coupon distribution method: pull vs. push) between-subjects design, and 424 valid data were finally collected. First, ANOVA was used to explore the effects of online usage motivation and coupon distribution method on the willingness to use mobile coupons, perceived personalization, and willingness to disclose personal information. The results showed that (1) shopping motivation has stronger influence on the willingness to use cell phone coupons, stronger influence on perceived personalization and stronger influence on the willingness to disclose personal information than entertainment motivation; (2) the push method has more influence on the willingness to use cell phone coupons, perceived personalization and the willingness to disclose personal information than the pull method; secondly, to explore the relationship between network usage motivation, coupon issuance method and the willingness to use cell phone coupons Secondly, the relationship between the motivation of Internet use, coupon issuance method and the willingness to use mobile coupons, perceived personalization and personal information disclosure was explored. The results show that (1) the motivation of Internet use fails to influence consumers' willingness to use coupons through the mediating role of perceived personalization, and the chain mediation of perceived personalization and willingness to disclose personal information; (2) the coupon issuance method influences consumers' willingness to use coupons through the mediating role of perceived personalization, and the chain mediation of perceived personalization and willingness to disclose personal information; and the moderating effect of the recommended explanation of The results of the study show that when the coupon distribution method affects consumers' willingness to use coupons through the chain mediation of perceived personalization and willingness to disclose personal information, the recommendation explanation plays a moderating role in the influence of perceived personalization on willingness to disclose personal information.The study concludes that (1) shopping motivation has a stronger effect on mobile coupon use intention, perceived personalization, and personal information disclosure intention than entertainment motivation, but web use motivation fails to have an effect on coupon use intention through perceived personalization and personal information disclosure intention, so web use motivation has a direct effect on coupon use intention, perceived personalization, and personal information disclosure intention. (2) The push method has a stronger effect on the willingness to use mobile coupons, perceived personalization, and willingness to disclose personal information than the pull method. And the coupon distribution method has an impact on coupon use intention through perceived personalization and personal information disclosure intention mediating role; recommendation explanation plays a moderating role in the impact of perceived personalization on personal information disclosure intention; there is no difference in the moderating role under high and low recommendation explanation level.
关键词个性化手机优惠券 推荐解释 个人信息披露意愿 网络使用动机 优惠券发放方式
学位类型继续教育硕士
语种中文
学位名称理学硕士
学位专业应用心理学
学位授予单位中国科学院大学
学位授予地点中国科学院心理研究所
文献类型学位论文
条目标识符http://ir.psych.ac.cn/handle/311026/45281
专题社会与工程心理学研究室
推荐引用方式
GB/T 7714
安宇. 网络使用动机和发放方式对个性化优惠券使用意愿影响[D]. 中国科学院心理研究所. 中国科学院大学,2021.
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