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A Theoretical Model of Augmented Reality
Acceptance

M. Claudia Leue, Dario tom Dieck, Timothy Jung
Department of Food and Tourism Management
Manchester Metropolitan University, Manchester, United Kingdom

ENTER 2014 Research Track

Slide Number 1
Research Aim

To develop a theoretical model of augmented
reality acceptance

ENTER 2014 Research Track

Slide Number 2
Research Context
• Research into AR dates back as early as the 1960’s
• Originally in highly specialised settings with a narrow
field of applicability mostly for industrial uses
• Advancements of mobile technology led to increase
interest in AR over the last few years

• Increased awareness of its potential for tourism

ENTER 2014 Research Track

Slide Number 3
Augmented Reality in Tourism
• Navigation
• Gaming
• Restaurant Experience

• Visualization
• Recreation of Historic Events
• Enhancing museum experience
– educational benefits
ENTER 2014 Research Track

Slide Number 4
Dublin AR Project
• Started in 2012
– Manchester Metropolitan
University
– Dublin Institute of
Technology
– Dublin City Council
• Development and testing of
AR application
• Aim to enhance visitor
experience in Dublin

ENTER 2014 Research Track

Slide Number 5
Dublin AR Project
• Two stage paper
– Stage one: literature review
– Stage two: focus groups
• This paper and presentation
are based on stage one

ENTER 2014 Research Track

Slide Number 6
Dublin AR Project
• Technology Acceptance Research using the Technology
Acceptance Model will be conducted as part of the Dublin
AR Project

ENTER 2014 Research Track

Slide Number 7
Technology Acceptance Model
• Validated and extended for over two decades
• Applied to various research disciplines and technologies

Perceived
Usefulness
External
Variables

Attitude

Intention to
use

Usage
Behavior

Perceived Ease
of Use
Davis (1989)

ENTER 2014 Research Track

Slide Number 8
AR Acceptance
• Limited research into AR acceptance
• Haugstvedt and Krogstie (2012) investigated users’
acceptance of AR in Heritage Sites
• Other AR acceptance research focused on:
– E-Learning (Wojciechowsk and Cellary, 2013; Huang et
al., 2013)
– Students Acceptance of mixed reality (Yussof et al.,
2011)

ENTER 2014 Research Track

Slide Number 9
Proposed AR Acceptance Model
• Identification of external variables for AR acceptance
within the tourism context
– Literature Review
– AR & mobile service acceptance research
• Five external variables that should be included in future
AR acceptance studies

ENTER 2014 Research Track

Slide Number 10
Proposed AR Acceptance Model cont.
• Enjoyment
• (Haugstvedt and Krogstie, 2012 & Shin, 2007)

• Personal Innovativeness
• (Zarmpou et al., 2012)

• Perceived benefits
• (Lopez-Nicolas et al., 2008)

• Information Quality
• (Olsson et al., 2012)

• Costs
• (Parra-López et al., 2011)
ENTER 2014 Research Track

Slide Number 11
Proposed AR Acceptance Model cont.
Enjoyment

Perceived
Benefits

Perceived
Usefulness

Personal
Innovativeness
Attitude
Information
Quality

Intention to
use

Usage
Behavior

Perceived
Ease of Use

Costs of Use

ENTER 2014 Research Track

Slide Number 12
Limitations
•
•
•
•

Solely based on previous literature
No qualitative validation of variables
Has not considered users’ perceptions
Some variables based on mobile service
acceptance literature
Potential variables might me missing
• Not tested quantitatively
ENTER 2014 Research Track

Slide Number 13
Recommendations
• Mixed method approach
– Validation of model through interviews or focus groups
– Validation through observation/recording

– Potential extension with further variables which are
applicable to the context of study
– Testing of proposed model

ENTER 2014 Research Track

Slide Number 14
Thank you very much for your attention!

ENTER 2014 Research Track

Slide Number 15

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A Theoretical Model of Augmented Reality Acceptance

  • 1. A Theoretical Model of Augmented Reality Acceptance M. Claudia Leue, Dario tom Dieck, Timothy Jung Department of Food and Tourism Management Manchester Metropolitan University, Manchester, United Kingdom ENTER 2014 Research Track Slide Number 1
  • 2. Research Aim To develop a theoretical model of augmented reality acceptance ENTER 2014 Research Track Slide Number 2
  • 3. Research Context • Research into AR dates back as early as the 1960’s • Originally in highly specialised settings with a narrow field of applicability mostly for industrial uses • Advancements of mobile technology led to increase interest in AR over the last few years • Increased awareness of its potential for tourism ENTER 2014 Research Track Slide Number 3
  • 4. Augmented Reality in Tourism • Navigation • Gaming • Restaurant Experience • Visualization • Recreation of Historic Events • Enhancing museum experience – educational benefits ENTER 2014 Research Track Slide Number 4
  • 5. Dublin AR Project • Started in 2012 – Manchester Metropolitan University – Dublin Institute of Technology – Dublin City Council • Development and testing of AR application • Aim to enhance visitor experience in Dublin ENTER 2014 Research Track Slide Number 5
  • 6. Dublin AR Project • Two stage paper – Stage one: literature review – Stage two: focus groups • This paper and presentation are based on stage one ENTER 2014 Research Track Slide Number 6
  • 7. Dublin AR Project • Technology Acceptance Research using the Technology Acceptance Model will be conducted as part of the Dublin AR Project ENTER 2014 Research Track Slide Number 7
  • 8. Technology Acceptance Model • Validated and extended for over two decades • Applied to various research disciplines and technologies Perceived Usefulness External Variables Attitude Intention to use Usage Behavior Perceived Ease of Use Davis (1989) ENTER 2014 Research Track Slide Number 8
  • 9. AR Acceptance • Limited research into AR acceptance • Haugstvedt and Krogstie (2012) investigated users’ acceptance of AR in Heritage Sites • Other AR acceptance research focused on: – E-Learning (Wojciechowsk and Cellary, 2013; Huang et al., 2013) – Students Acceptance of mixed reality (Yussof et al., 2011) ENTER 2014 Research Track Slide Number 9
  • 10. Proposed AR Acceptance Model • Identification of external variables for AR acceptance within the tourism context – Literature Review – AR & mobile service acceptance research • Five external variables that should be included in future AR acceptance studies ENTER 2014 Research Track Slide Number 10
  • 11. Proposed AR Acceptance Model cont. • Enjoyment • (Haugstvedt and Krogstie, 2012 & Shin, 2007) • Personal Innovativeness • (Zarmpou et al., 2012) • Perceived benefits • (Lopez-Nicolas et al., 2008) • Information Quality • (Olsson et al., 2012) • Costs • (Parra-López et al., 2011) ENTER 2014 Research Track Slide Number 11
  • 12. Proposed AR Acceptance Model cont. Enjoyment Perceived Benefits Perceived Usefulness Personal Innovativeness Attitude Information Quality Intention to use Usage Behavior Perceived Ease of Use Costs of Use ENTER 2014 Research Track Slide Number 12
  • 13. Limitations • • • • Solely based on previous literature No qualitative validation of variables Has not considered users’ perceptions Some variables based on mobile service acceptance literature Potential variables might me missing • Not tested quantitatively ENTER 2014 Research Track Slide Number 13
  • 14. Recommendations • Mixed method approach – Validation of model through interviews or focus groups – Validation through observation/recording – Potential extension with further variables which are applicable to the context of study – Testing of proposed model ENTER 2014 Research Track Slide Number 14
  • 15. Thank you very much for your attention! ENTER 2014 Research Track Slide Number 15