基于用户行为的人工智能创意产品的消费者购买意图的驱动因素的研究
Weiling Shi1, Li Li2, Zhixin Zhang1
1College of Art & Design, Lanzhou University of Technology, Lanzhou, 730050, China.
Scientific reports
|May 19, 2025
概括
用户对人工智能产生的内容 (AIGC) 的购买意图是由行为态度,享乐动机,感知价格,感知价值和生成质量驱动的. 文化体验和产品的独特性也极大地影响了购买决策.
科学领域:
- 人工智能 (AI) 是一种人工智能.
- 消费者行为 消费者行为
- 文化和创意产业 文化和创意产业
背景情况:
- 人工智能生成的内容 (AIGC) 正在改变设计行业.
- 了解用户对AIGC文化产品的采用对于市场成功至关重要.
研究的目的:
- 探索用户对人工智能产生的文化和创意产品的购买意图.
- 识别关键影响因素,制定提高用户满意度的策略.
主要方法:
- 综合理论框架:刺激-生物体-反应,计划行为理论,价值采用模型,创新传播理论,UTAUT2.
- 结构方程建模 (SEM) 和人工神经网络 (ANN) 应用于526个有效样本.
- 研究了自我创新的调节作用.
主要成果:
- 行为态度,享乐动机 (HM),感知价格 (PP),感知价值 (PV) 和生成质量显著影响购买意图.
- 用户优先考虑愉快的体验和文化独特性,以及价格和质量.
- 自我创新调节了PV,PP和感知行为控制之间的关系.
结论:
- 扩展了AIGC在文化消费中的理论应用.
- 为人工智能驱动的产品增强用户行为研究模型.
- 为优化AIGC产品和市场接受提供可操作的见解.
更多相关视频
09:17Using a Virtual Store As a Research Tool to Investigate Consumer In-store Behavior
Published on: July 24, 2017
11.3K
06:39Electroencephalographic, Heart Rate, and Galvanic Skin Response Assessment for an Advertising Perception Study: Application to Antismoking Public Service Announcements
Published on: August 28, 2017
14.2K
相关概念视频
Routes of Persuasion
63.6K
Persuasion is the process of changing our attitude toward something based on some kind of communication. Much of the persuasion we experience comes from outside forces. How do people convince others to change their attitudes, beliefs, and behaviors? What communications do you receive that attempt to persuade you to change your attitudes, beliefs, and behaviors?
63.6K
Stereotype Content Model
13.9K
The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
13.9K
Introduction to Cognitive Psychology
290
Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
290
Reason and Intuition
6.3K
The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
6.3K
Non-equilibrium in the Cell
4.1K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
4.1K
Social Proof
27.4K
Social proof is a form of persuasion based on comparison and conformity. People compare their behavior and actions to what others are doing and will change to conform to do what their peers do.
27.4K
