Perceived Enjoyment and Innovativeness Drive Metaverse Learning Adoption, While Cyber Risk Inhibits It
University students are more likely to adopt metaverse learning platforms if they perceive them as useful, enjoyable, and aligned with their personal innovativeness, but concerns about cyber risk can deter adoption.
Education and Information Technologies · 2023
Key Findings
- 01Perceived usefulness, personal innovativeness in IT, and perceived enjoyment are key enablers of metaverse adoption intentions.
- 02Perceived cyber risk is a significant inhibitor of metaverse adoption intentions.
- 03Perceived ease of use had an insignificant effect on metaverse adoption intentions.
- 04Self-efficacy, personal innovativeness, and perceived cyber risk influence perceived usefulness and perceived ease of use.
Application
Design takeaway
When designing metaverse learning platforms, prioritize features that enhance enjoyment and perceived usefulness, while actively addressing and communicating security measures to alleviate cyber risk concerns.
How to apply
When developing educational VR/AR or metaverse applications, conduct user research to understand what aspects are perceived as most enjoyable and useful, and proactively design in robust security features and clear communication about data protection.
Project actions
- 01Consider user enjoyment as a key design factor for educational technology.
- 02Investigate potential user concerns regarding data privacy and security in your design.
Method & Evidence
Variables
Strengths & Limitations
Strengths
- +Large sample size provides statistical power.
- +Extension of a well-established model (TAM) to a novel context.
Limitations
Your own project might have a smaller sample size or be limited to a specific demographic, making it harder to draw broad conclusions.
Reliability & validity
The use of established TAM constructs and statistical analysis (PLS-SEM) suggests good internal validity. However, external validity might be limited by the specific sample and context. Reliability would depend on the consistency of survey responses.
Think critically
How might the 'perceived ease of use' finding be influenced by the novelty of metaverse technology, and would this change as the technology becomes more mainstream?
Design Principles
"For new technology adoption, perceived enjoyment and perceived usefulness are stronger drivers than perceived ease of use, especially when significant inhibitors like perceived risk are present."
Understanding the factors that influence student adoption of new educational technologies like the metaverse is crucial for effective implementation. This insight highlights the need for designers to focus on creating engaging and secure experiences that address student concerns.
What This Means for Your Design
To get students to use new metaverse learning tools, make them fun and show them how helpful they are, but also make sure they feel safe from online dangers.
How to use in your project
- 1.Use the findings to justify design choices that enhance user enjoyment or perceived usefulness in your project.
- 2.If your project involves online or digital elements, consider how to address potential user concerns about security or privacy.
Add to My Project
Quick Cite
(2023). “Extending the Technology Acceptance Model (TAM) to Predict University Students’ Intentions to Use Metaverse-Based Learning Platforms”. Education and Information Technologies. https://doi.org/10.1007/s10639-023-11816-3 Retrieved from https://designdex.org/study/7316962e-4909-4a98-b23f-6c52c322601a/perceived-enjoyment-and-innovativeness-drive-metaverse-learning-adoption-while-cyber-risk-inhibits-it
Paragraph starter
This study highlights that for educational metaverse platforms, perceived enjoyment and usefulness are critical drivers of adoption, more so than perceived ease of use. Designers must therefore focus on creating engaging and beneficial experiences while actively mitigating user concerns about cyber risks, as these can significantly inhibit uptake.
Source
Education and Information Technologies
“Extending the Technology Acceptance Model (TAM) to Predict University Students’ Intentions to Use Metaverse-Based Learning Platforms”
journal · 2023
View sourceQuestions about this research
- What does the research say about perceived enjoyment and innovativeness drive metaverse learning adoption, while cyber risk inhibits it?
- When designing metaverse learning platforms, prioritize features that enhance enjoyment and perceived usefulness, while actively addressing and communicating security measures to alleviate cyber risk concerns. Evidence: Education and Information Technologies (2023).
- Why does "Perceived Enjoyment and Innovativeness Drive Metaverse Learning Adoption, While Cyber Risk Inhibits It" matter for design?
- Understanding the factors that influence student adoption of new educational technologies like the metaverse is crucial for effective implementation. This insight highlights the need for designers to focus on creating engaging and secure experiences that address student concerns.
- How can designers apply this research?
- When designing metaverse learning platforms, prioritize features that enhance enjoyment and perceived usefulness, while actively addressing and communicating security measures to alleviate cyber risk concerns.
- What were the main findings?
- Perceived usefulness, personal innovativeness in IT, and perceived enjoyment are key enablers of metaverse adoption intentions.. Perceived cyber risk is a significant inhibitor of metaverse adoption intentions.. Perceived ease of use had an insignificant effect on metaverse adoption intentions.. Self-efficacy, personal innovativeness, and perceived cyber risk influence perceived usefulness and perceived ease of use.
- What research method was used?
- Quantitative research using an extended Technology Acceptance Model (TAM). with 574 students.
- How strong is the evidence?
- Evidence strength is rated Moderate effect, based on a 2023 journal from Education and Information Technologies.
- What should I do differently in my next project?
- When developing educational VR/AR or metaverse applications, conduct user research to understand what aspects are perceived as most enjoyable and useful, and proactively design in robust security features and clear communication about data protection.
- What are the limitations?
- The study was conducted in Jordan, and findings may not be generalizable to all cultural contexts. The focus was on university students, so findings may differ for other age groups or educational levels.
- Is there evidence that metaverse learning affects design outcomes?
- Students are motivated to use metaverse learning if they find it useful, fun, and innovative, but they are put off by cyber risks. Surprisingly, how easy it is to use doesn't seem to matter as much as these other factors. Understanding the factors that influence student adoption of new educational technologies like the Source: Education and Information Technologies (2023).
- Where does this cyber risk research apply?
- Higher education, specifically the adoption of metaverse learning platforms. It sits within innovation & design research on designdex.org.
Related research topics
metaverse learning design research · evidence on metaverse learning · does metaverse learning improve design outcomes · cyber risk studies for designers · metaverse learning and cyber risk findings · innovation & design research evidence