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Why are people reluctant to use metaverse products? Investigating barriers based on innovation resistance theory
by
Ma, Long
, Li, Zhifu
, Nie, Qiuping
in
Adoption
/ Artificial intelligence
/ Barriers
/ Chatbots
/ Consumers
/ Diffusion barriers
/ Education
/ Educational Experience
/ Electronic Learning
/ False information
/ Influence of Technology
/ Innovation
/ Innovations
/ Intention
/ Investigations
/ Item Response Theory
/ Job Training
/ Learning Experience
/ Literature Reviews
/ Meta Analysis
/ Motivation
/ R&D
/ Research & development
/ Resistance
/ Resistance (Psychology)
/ Self Efficacy
/ Social Influences
/ Social interaction
/ Social networks
/ Stakeholders
/ Technology Acceptance Model
/ Technology adoption
/ Traditions
/ Training Methods
/ Transportation
/ User behavior
/ User experience
/ Virtual Classrooms
/ Virtual reality
/ World Problems
2025
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Why are people reluctant to use metaverse products? Investigating barriers based on innovation resistance theory
by
Ma, Long
, Li, Zhifu
, Nie, Qiuping
in
Adoption
/ Artificial intelligence
/ Barriers
/ Chatbots
/ Consumers
/ Diffusion barriers
/ Education
/ Educational Experience
/ Electronic Learning
/ False information
/ Influence of Technology
/ Innovation
/ Innovations
/ Intention
/ Investigations
/ Item Response Theory
/ Job Training
/ Learning Experience
/ Literature Reviews
/ Meta Analysis
/ Motivation
/ R&D
/ Research & development
/ Resistance
/ Resistance (Psychology)
/ Self Efficacy
/ Social Influences
/ Social interaction
/ Social networks
/ Stakeholders
/ Technology Acceptance Model
/ Technology adoption
/ Traditions
/ Training Methods
/ Transportation
/ User behavior
/ User experience
/ Virtual Classrooms
/ Virtual reality
/ World Problems
2025
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Do you wish to request the book?
Why are people reluctant to use metaverse products? Investigating barriers based on innovation resistance theory
by
Ma, Long
, Li, Zhifu
, Nie, Qiuping
in
Adoption
/ Artificial intelligence
/ Barriers
/ Chatbots
/ Consumers
/ Diffusion barriers
/ Education
/ Educational Experience
/ Electronic Learning
/ False information
/ Influence of Technology
/ Innovation
/ Innovations
/ Intention
/ Investigations
/ Item Response Theory
/ Job Training
/ Learning Experience
/ Literature Reviews
/ Meta Analysis
/ Motivation
/ R&D
/ Research & development
/ Resistance
/ Resistance (Psychology)
/ Self Efficacy
/ Social Influences
/ Social interaction
/ Social networks
/ Stakeholders
/ Technology Acceptance Model
/ Technology adoption
/ Traditions
/ Training Methods
/ Transportation
/ User behavior
/ User experience
/ Virtual Classrooms
/ Virtual reality
/ World Problems
2025
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Why are people reluctant to use metaverse products? Investigating barriers based on innovation resistance theory
Journal Article
Why are people reluctant to use metaverse products? Investigating barriers based on innovation resistance theory
2025
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Overview
Purpose Despite the rapid development of metaverse industry, the adoption rate of metaverse products is still very low. While prior studies mainly focused on investigating the motivators of metaverse adoption, this study explores the barriers affecting consumer intention to use metaverse products, utilizing the framework of innovation resistance theory (IRT). Design/methodology/approach Through a survey conducted in China, we examined the effects of variables such as usage barrier, value barrier, risk barrier, tradition barrier, image barrier, as well as the moderating effects of individuals’ innovativeness. Three hundred and seventy seven valid questionnaires were collected and hierarchical regression method was conducted to analyze the data. Findings Our findings reveal that usage and value barriers, as well as tradition barrier, significantly negatively influence consumer intention to use metaverse products. However, risk and image barrier do not exhibit a significant impact. Additionally, we discovered that individuals’ innovativeness positively influences consumer intention, indicating that users with higher innovativeness are more inclined to engage with metaverse products. Furthermore, innovativeness acts as a positive moderator, weakening the negative impact of tradition barrier on usage intention. Originality/value The study extends IRT by incorporating the role of individual innovativeness, providing a more holistic understanding of the factors that impede the widespread use of metaverse products. The findings are crucial for developing strategies to mitigate the negative influences of potential barriers, ultimately promoting the diffusion of metaverse products.
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