虚拟代言人形象对Z世代广告效果的影响研究

郑培, 吕佳敏, 郭国庆

科研管理 ›› 2026, Vol. 47 ›› Issue (2) : 184-192.

PDF(1181 KB)
PDF(1181 KB)
科研管理 ›› 2026, Vol. 47 ›› Issue (2) : 184-192. DOI: 10.19571/j.cnki.1000-2995.2026.02.019  CSTR: 32148.14.kygl.2026.02.019

虚拟代言人形象对Z世代广告效果的影响研究

作者信息 +

Research on the impacts of virtual influencer imagery on the advertising effectiveness of Generation Z

Author information +
文章历史 +

摘要

数字化浪潮下,虚拟代言人作为新兴的数字化营销创新行为,正成为品牌连接Z世代消费者的关键媒介。针对现有研究对虚拟代言人形象类型差异的影响机制与边界条件探讨不足的问题,本研究整合创新扩散理论、认知适应性理论与信息整合理论,构建以虚拟代言人形象(二次元vs.超写实)为自变量、加工流畅性为中介、产品类型与广告诉求为调节变量的有调节中介模型,通过两项情景实验揭示其广告效果的影响机制。研究创新点在于:一是解构了虚拟代言人“技术-认知”双元驱动的服务创新路径;二是验证了加工流畅性的核心中介作用,完善了数字化营销场景的微观认知机制;三是明确了产品类型与广告诉求的双重调节效应,构建了“形象-产品-诉求”三维适配框架。研究发现:超写实形象因技术可信度优势显著提升广告效果;加工流畅性在形象与效果间起关键中介作用;产品类型与广告诉求调节中介路径:功能品适配超写实形象、享乐品适配二次元形象,感性诉求下超写实形象更具优势。本研究为品牌精准触达Z世代提供了理论依据与策略启示。

Abstract

Amid the digital transformation, virtual influencer, as an emerging digital marketing innovation, is becoming a key medium for brands to connect with Generation Z consumers. This study integrates the Diffusion of Innovations Theory, Cognitive Adaptation Theory, and Information Integration Theory constructs a moderated mediation model with the image of virtual influencers (cartoon-like vs. hyper-realistic) as the independent variable, processing fluency as the mediator, and product type and advertising appeal as the moderating variables. Through two scenario experiments, the study reveals the impact mechanism of their advertising effects. The research findings are as follows: (1) hyper-realistic images significantly enhance advertising effects due to their technological credibility advantage; (2) processing fluency plays a key mediating role between the image and the effect; (3) product type and advertising appeal moderate the mediating path: functional products need to match hyper-realistic images to enhance information processing fluency, while hedonic products are more suited to cartoon-like images to evoke emotional resonance, and under emotional appeals, hyper-realistic images have a greater advantage. This study deconstructs the "technology-cognition" dual-driven path of virtual influencers as a service innovation, providing theoretical basis and strategic insights for brand digital marketing practices.

关键词

数字化营销创新 / 虚拟代言人形象 / 广告效果 / Z世代 / 加工流畅性

Key words

digital marketing innovation / virtual influencer imagery / advertising effectiveness / Generation Z / processing fluency

引用本文

导出引用
郑培, 吕佳敏, 郭国庆. 虚拟代言人形象对Z世代广告效果的影响研究[J]. 科研管理. 2026, 47(2): 184-192 https://doi.org/10.19571/j.cnki.1000-2995.2026.02.019
Zheng Pei, Lyu Jiamin, Guo Guoqing. Research on the impacts of virtual influencer imagery on the advertising effectiveness of Generation Z[J]. Science Research Management. 2026, 47(2): 184-192 https://doi.org/10.19571/j.cnki.1000-2995.2026.02.019
中图分类号: F273.1;F713.55   

参考文献

[1]
SCHUMPETER J A. Theory of economic development[M]. Cambridge: Harvard University Press, 1934.
[2]
ROGERS E M. Diffusion of innovations[M]. New York: Free Press, 2003.
[3]
陈丛波, 陈娟, 胡登峰. 场景驱动的跨区域创新系统: 核心要素与未来发展[J]. 科研管理, 2024, 45(5): 85-93.
CHEN Congbo, CHEN Juan, HU Dengfeng. Scenario-driven trans-regional innovation system: Core elements and future development[J]. Science Research Management, 2024, 45(5): 85-93.
[4]
KIM E A, KIM D, E Zihang, et al. The next hype in social media advertising: Examining virtual influencers' brand endorsement effectiveness[J]. Frontiers in Psychology, 2023, 14: 1089051.
Virtual influencers are gaining prominence as a way of attracting people’s attention on social media, but limited research has been conducted on this subject. In this research, we explore the effects of human-like virtual influencers (HVIs) vs. anime-like virtual influencers (AVIs) and sponsorship disclosure on message credibility perception and message attitudes. Conducted with a 2 (virtual influencer type: HVI vs. AVI) x 2 (sponsorship disclosure: absent vs. present) between-subjects experiment, our findings suggest that HVI endorsements produce greater perception of message credibility and message attitudes than AVI endorsements, but the superior effect of HVIs (vs. AVIs) vanishes when sponsorship is disclosed. The results also show that message credibility plays a significant mediating role only when sponsorship is not disclosed. We believe our research offers interesting insights to both researchers and practitioners on the topic of virtual influencers.
[5]
ZHOU X, YAN X, JIANG Y. Making sense? The sensory-specific nature of virtual influencer effectiveness[J]. Journal of Marketing, 2024, 88(4): 84-106.
The current research examines consumers’ responses to sensory endorsements from virtual influencers. The authors reveal that consumers perceive virtual and human influencers to have similar distal sensory (i.e., visual and auditory) capacities. Consumers, however, perceive virtual influencers as having lower proximal sensory (i.e., haptic, olfactory, and gustatory) capacities. Consequently, when endorsements focus on proximal sensory experiences, consumers have lower purchase intention toward products and services endorsed by a virtual (vs. human) influencer. The findings further reveal that imagery difficulty and perceived sensory capacity serially mediate this effect. Importantly, this effect is mitigated when endorsements focus on distal sensory experiences, when sensory information is not explicitly mentioned, and when consumers are informed of new technology that enables virtual influencers to have proximal sensory experiences. These findings offer actionable insights for marketers to effectively utilize virtual influencers in sensory-driven campaigns, providing practical strategies to improve consumer responses to sensory endorsements and enhance marketing effectiveness.
[6]
DAMANPOUR F. Organizational innovation: A meta-analysis of effects of determinants and moderators[J]. Academy of Management Journal, 1991, 34(3): 555-590.
[7]
FRANKE C, KLEIN G A. The role of psychological distance and construal level in explaining the effectiveness of human-like vs cartoon-like virtual influencers[J]. Journal of Business Research, 2024, 185: 114916.
[8]
吴春林, 赵恬悦, 曹鑫, 等. 数字化背景下初创企业如何实现颠覆性创新: 动态营销能力视角[J]. 管理评论, 2025, 37(1): 273-288.
WU Chunlin, ZHAO Tianyue, CAO Xin, et al. How do start-ups achieve disruptive innovation under the background of digitalization: A dynamic marketing capability perspective[J]. Management Review, 2025, 37(1): 273-288.
[9]
MOGAJI E. Introduction to advertising: Understanding and managing the advertising process[M]. London: Taylor and Francis, 2021.
[10]
LORD K R, LEE S M, SAUER L P. The combined influence hypothesis: Central and peripheral antecedents of attitude toward the ad[J]. Journal of Advertising, 2013, 24(1): 73-85.
[11]
FREBERG C, GRAU S L, MCGAUGHEY K, et al. Consumers' responses to virtual influencers as advertising endorsers:Novel and effective or uncanny and deceiving?[J]. Journal of Advertising, 2023, 52(4): 523-539.
[12]
KAMINS M A. An investigation into the match-up hypothesis in celebrity advertising: When beauty may be only skin deep[J]. Journal of Advertising, 1990, 19(1): 4-13.
[13]
朱华伟, 苏羽, 冯靖元. 代言人类型和产品创新类型对创新产品购买意愿的交互影响[J]. 南开管理评论, 2022, 25(6): 118-127.
ZHU Huawei, SU Yu, FENG Jingyuan. Interaction effect of spokesperson type and product innovation type on purchase intention of innovative products[J]. Nankai Business Review, 2022, 25(6): 118-127.
[14]
刘超男, 潘瑾. 超写实虚拟代言人特征对消费者品牌态度的影响研究:感知品牌个性的中介作用[J]. 品牌研究, 2021, 19: 29-31.
LIU Chaonan, PAN Jin. Research on the influence of ultra-realistic virtual spokesperson characteristics on consumers' brand attitude: The mediating role of perceived brand personality[J]. Brand Research, 2021, 19: 29-31.
[15]
ANDERSON N H. Foundations of information integration theory[M]. New York: Academic Press, 1981.
[16]
王炳成, 宰飞飞, 宋菲. 数字化认同对商业模式创新的影响研究[J]. 科研管理, 2025, 46(1): 44-53.
WANG Bingcheng, ZAI Feifei, SONG Fei. The impact of digital identity on business model innovation[J]. Science Research Management, 2025, 46(1): 44-53.
[17]
REBER R, WINKIELMAN P, SCHWARZ N. Effects of perceptual fluency on affective judgments[J]. Psychological Science, 1998, 9(1): 45-48.
According to a two-step account of the mere-exposure effect, repeated exposure leads to the subjective feeling of perceptual fluency, which in turn influences liking. If so, perceptual fluency manipulated by means other than repetition should influence liking. In three experiments, effects of perceptual fluency on affective judgments were examined. In Experiment 1, higher perceptual fluency was achieved by presenting a matching rather than nonmatching prime before showing a target picture. Participants judged targets as prettier if preceded by a matching rather than nonmatching prime. In Experiment 2, perceptual fluency was manipulated by figure-ground contrast. Stimuli were judged as more pretty, and less ugly, the higher the contrast. In Experiment 3, perceptual fluency was manipulated by presentation duration. Stimuli shown for a longer duration were liked more, and disliked less. We conclude (a) that perceptual fluency increases liking and (b) that the experience of fluency is affectively positive, and hence attributed to positive but not to negative features, as reflected in a differential impact on positive and negative judgments.
[18]
KIM E A, SHOENBERGER H, KIM D, et al. Novelty vs trust in virtual influencers: Exploring the effectiveness of human-like and anime-like virtual influencers[J]. International Journal of Advertising, 2025, 44(3): 453-483.
[19]
JANSSON J. Consumer eco-innovation adoption: Assessing attitudinal factors and perceived product characteristics[J]. Business Strategy and the Environment, 2011, 20(3): 192-210.
[20]
KIM H, PARK M. Virtual influencers' attractiveness effect on purchase intention: A moderated mediation model of the product-endorser fit with the brand[J]. Computers in Human Behavior, 2023, 143: 107703.
[21]
ZENG W, MA Z, CHEN T. When and why do consumers resist virtual influencer endorsement? The role of product depth and advertising claim types[J]. Electronic Commerce Research, 2024: 1-34.
[22]
SHIV B, FEDORIKHIN A. Heart and mind in conflict: The interplay of affect and cognition in consumer decision making[J]. Journal of Consumer Research, 1999, 26(3): 278-292.
[23]
LAZARIS C, VRECHOPOULOS A, SARANTOPOULOS P, et al. Additive omnichannel atmospheric cues: The mediating effects of cognitive and affective responses on purchase intention[J]. Journal of Retailing and Consumer Services, 2022, 64: 102793.
[24]
CHAIKEN S, EAGLY A H. Communication modality as a determinant of persuasion: The role of communicator salience[J]. Journal of Personality and Social Psychology, 1983, 45(2): 241-256.
[25]
WANG T, BAILEY R L. Processing peripherally placed advertising: The effect of thematic ad-content congruence and arousing content on the effectiveness of in-video overlay advertising[J]. Journal of Interactive Advertising, 2023, 23(3): 203-220.
[26]
朱振中, 刘福, CHEN H A. 能力还是热情? 广告诉求对消费者品牌认同和购买意向的影响[J]. 心理学报, 2020, 52(3): 357-370.
摘要
基于自我建构理论和情绪理论, 本文探讨了自我建构与广告诉求对品牌认同的交互作用、影响机制及边界条件。通过3个实验, 我们发现对于独立自我建构的消费者来说, 能力广告诉求更能提高品牌认同感, 而对于相依自我建构的消费者来说, 热情广告诉求则更有效; 同时我们也验证了广告诉求到愉悦感到品牌认同最终到购买意向的因果链模型, 并确定了企业类型对该机制的调节作用。
ZHU Zhenzhong, LIU Fu, CHEN Haipeng Allan. Competence or warmth? The impact of advertising appeal on consumer brand identification and purchase intention[J]. Acta Psychologica Sinica, 2020, 52(3): 357-370.

This paper examines the influence of self-construal on the effectiveness of warm/competent advertising appeals on consumer-brand identification and purchase intention, its underlying mechanism and boundary conditions. Specifically, we propose that a warm (competent) advertising appeal should enhance consumer-brand identification and purchase intention among interdependent (independent) consumers through increased pleasure. In addition, this interaction effect between advertising appeal and self-construal should be mitigated when firm type (modern vs. traditional) is made salient. This is because for modern firms all consumers should prefer a competent advertising appeal, whereas for traditional firms all consumers should prefer a warm advertising appeal, regardless of their self-construal. Three experiments provide empirical support for these predictions, and rule out several rival explanations (including fluency, arousal and involvement).
Study 1 uses a 2 (advertising appeal: warmth/competence) × 2 (self-construal: independent/dependent) between-subject design. A fictitious shampoo brand “Pantam” is selected as the focal stimulus, and the experimental materials are in the form of a print advertisement. In order to minimize the confounds of experimental results by advertising design, both warm and competent ads adopt the same layout and text length. We recruit 116 participants, manipulate the advertising appeal by designing different patterns, backgrounds and ad copies, and measure participants’ self-construal using an existing scale. We confirm the proposed interaction between advertising appeal and self-construal on brand identification. While the results of Study 1 are supportive of our prediction by using a utilitarian product, in a follow-up study we replicate these results using a hedonic product (i.e., chocolate), demonstrating the robustness of our results for different product types.
Study 2 uses a similar between-subject design, using a toothpaste with a fictitious “MysPlant” brand name as the focal stimulus. In order to eliminate the possible confounds in Study 1, a new advertising copy is created. We recruit 149 participants, and manipulate advertising appeal and self-construal. Consistent with our prediction, we confirm the interaction between self-construal and advertising appeal on brand identification and purchase intention. We additionally support the proposed mechanism underlying the interaction effect that is due to an enhanced sense of pleasure, and rule out fluency, arousal, and involvement as possible rival explanations in this and a follow-up study.
Study 3 uses a 2 (advertisement appeal: warmth/competence) × 2 (self-construal: independent/dependent) × 2 (firm type: traditional/modern) between-subject design to further test the moderating effect of firm type. Advertising appeal and self-construal are manipulated in similar fashions as in Study 2. The focal stimuli are also similar to those in Study 2. To minimize confounds, we manipulate firm type and verify our manipulation in a pretest. We recruit 278 participants for this study. The results provide support to the moderating effect of firm type and re-confirm the mediation effect of enhanced sense of pleasure. Specifically, we find that for a modern firm all consumers prefer a competent advertising appeal, regardless of their self-construal. In contrast, for a traditional firm whereas interdependent consumers prefer a warm advertising appeal, independent consumers’ preference for a competent advertising appeal is mitigated and they are indifferent between warm and competent advertising appeals. In addition, these effects are mediated by the sense of pleasure.
Combined, the results from the three experiments (and the replications of Studies 1 and 2) provide strong empirical evidence for the interaction effect between self-construal and advertising appeal on consumer-brand- identification and purchase intention, the moderating effect of the salience of firm type on this interaction effect, and the underlying mechanism due to a sense of pleasure.

[27]
LI M, WANG R. Chatbots in e-commerce: The effect of chatbot language style on customers' continuance usage intention and attitude toward brand[J]. Journal of Retailing and Consumer Services, 2023, 71: 103186.
[28]
王德胜, 李婷婷, 韩杰. 老字号品牌跨界对年轻消费者品牌态度的影响研究[J]. 管理评论, 2022, 34(2): 203-214, 227.
WANG Desheng, LI Tingting, HAN Jie. The impact of time-honored brand crossovers on young consumers' brand attitude[J]. Management Review, 2022, 34(2): 203-214, 227.

基金

国家社会科学基金年度项目:“‘双碳’目标下环境规制组合驱动企业绿色生产力跃迁的机制与政策研究”(25BGL210)
国家社会科学基金年度项目:“‘双碳’目标下环境规制组合驱动企业绿色生产力跃迁的机制与政策研究”(2025.10—2028.12)
湖南省自然科学基金面上项目:“‘双碳’目标下社会群体消费行为改变与居民绿色消费行为引导研究:理论模型与推进路径”(2024JJ5099)
湖南省社会科学基金项目:“‘双碳’目标下环境规制驱动企业绿色创新研究:演进路径与制度供给”(22YBA040)
中国人民大学中华民族现代文明研究项目:“中华传统营销理念创造性转化与创新性发展研究”(202330269)
中国人民大学亚洲研究中心项目:“中华传统营销文化对亚洲国家的影响及其现实价值研究”(202430006)

PDF(1181 KB)

Accesses

Citation

Detail

段落导航
相关文章

/