Enhancing awareness on green consumption of electronic devices: The application of Augmented Reality

Abstract During the past few decades, the adoption of electronic devices (e.g. television sets, computers, etc.) in both households and businesses has brought immense benefits to human beings. However, their increasing utilization adversely contribute to a rise in energy consumption, electronic waste and is even detrimental to human health and to the environment. As such, it is essential that human beings undertake actions to reduce the risks and damages caused by these devices to the environment. Concurrently, studies have revealed that a lack of knowledge is considered amongst the important barriers to the adoption of environmentally sustainable actions. One emerging technology that has shown to foster engagement, improve understanding and provide a unique learning experience is Augmented Reality (AR). However, this technology has not been exploited to improve awareness on environmentally sustainable use of electronic devices. As such, this paper investigates the application of AR to improve awareness on green consumption of electronic devices by delving into key research questions pertaining to technology acceptance, knowledge gains and associated barriers to adoption. In this endeavor, an AR-based mobile application was implemented to enable individuals learn energy consumption of electronic devices being used at home and offices. The research questions were answered following application of the Technology Acceptance Model and by conducting multiple-choice based tests. Results principally indicated a positive correlation between AR and learning enhancement on green consumption of electronic devices.

[1]  Fred D. Davis Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology , 1989, MIS Q..

[2]  Fred D. Davis,et al.  User Acceptance of Computer Technology: A Comparison of Two Theoretical Models , 1989 .

[3]  Wojciech Cellary,et al.  Evaluation of learners' attitude toward learning in ARIES augmented reality environments , 2013, Comput. Educ..

[4]  Kanako Tanaka,et al.  Assessment of energy efficiency performance measures in industry and their application for policy , 2008 .

[5]  Helen Ai He,et al.  Motivating Sustainable Energy Consumption in the Home , 2008 .

[6]  Pei Zhang,et al.  iCEnergy: augmented reality display for intuitive energy monitoring , 2012, SenSys '12.

[7]  Jakob Nielsen,et al.  Enhancing the explanatory power of usability heuristics , 1994, CHI '94.

[8]  Barbara H Wixom,et al.  A Theoretical Integration of User Satisfaction and Technology Acceptance , 2005, Inf. Syst. Res..

[9]  Larry Johnson,et al.  The 2011 Horizon Report. , 2011 .

[10]  Richard C. Thompson,et al.  Marine litter education boosts children's understanding and self-reported actions. , 2015, Marine pollution bulletin.

[11]  Dieter Schmalstieg,et al.  Towards Massively Multi-user Augmented Reality on Handheld Devices , 2005, Pervasive.

[12]  Thomas Dietz,et al.  Time to try carbon labelling , 2011 .

[13]  William R. King,et al.  A meta-analysis of the technology acceptance model , 2006, Inf. Manag..

[14]  Halimah Badioze Zaman Visual Informatics: Bridging Research and Practice, First International Visual Informatics Conference, IVIC 2009, Kuala Lumpur, Malaysia, November 11-13, 2009, Proceedings , 2009, IVIC.

[15]  J. Manyika,et al.  Disruptive technologies: Advances that will transform life, business, and the global economy , 2013 .

[16]  Chris Dede,et al.  Immersive Interfaces for Engagement and Learning , 2009, Science.

[17]  Bruce H. Thomas,et al.  ARQuake: an outdoor/indoor augmented reality first person application , 2000, Digest of Papers. Fourth International Symposium on Wearable Computers.

[18]  Alexandru Balog,et al.  The Role of Perceived Enjoyment in the Students’ Acceptance of an Augmented Reality Teaching Platform: a Structural Equation Modelling Approach , 2010 .

[19]  Sapna Jain,et al.  Google: A Case Study (Web Searching and Crawling) , 2013 .

[20]  John Krogstie,et al.  Mobile augmented reality for cultural heritage: A technology acceptance study , 2012, 2012 IEEE International Symposium on Mixed and Augmented Reality (ISMAR).

[21]  I. Ajzen,et al.  Belief, Attitude, Intention, and Behavior: An Introduction to Theory and Research , 1977 .

[22]  Ronald Azuma,et al.  A Survey of Augmented Reality , 1997, Presence: Teleoperators & Virtual Environments.

[23]  Cheng Xiao,et al.  Implementation of mobile augmented reality based on Vuforia and Rawajali , 2014, 2014 IEEE 5th International Conference on Software Engineering and Service Science.

[24]  Franklin Wabwoba,et al.  International Journal of Information and Communication Technology Research Barriers to Implementation of Green Ict in Kenya 2. Green Ict , 2022 .

[25]  B. O’Neill,et al.  Dangerous Climate Impacts and the Kyoto Protocol , 2002, Science.

[26]  John Ingham,et al.  Why do people use information technology? A critical review of the technology acceptance model , 2003, Inf. Manag..

[27]  Utku Kose,et al.  An Augmented Reality based Mobile Software to Support Learning Experiences in Computer Science Courses , 2013, VARE.

[28]  Hala H. Zayed,et al.  ARSC: Augmented Reality Student Card , 2010, 2010 International Computer Engineering Conference (ICENCO).

[29]  W. Pasman,et al.  Perceptual requirements and proposals for the UbiCom augmented reality display , 1997 .

[30]  Ramesh Raskar,et al.  Modern approaches to augmented reality: introduction to current approaches , 2006, SIGGRAPH Courses.

[31]  Philippe Coiffet,et al.  Virtual Reality Technology , 2003, Presence: Teleoperators & Virtual Environments.

[32]  Brett J. L. Landry,et al.  Measuring Student Perceptions of Blackboard Using the Technology Acceptance Model , 2006 .

[33]  Neven A. M. El Sayed Applying Augmented Reality Techniques in the Field of Education: "ARSC: Augmented Reality Student Card" An Augmented Reality Solution for The Education Field , 2011 .

[34]  Deborah Hix,et al.  Remote usability evaluation: can users report their own critical incidents? , 1998, CHI Conference Summary.

[35]  Sergey Brin,et al.  The Anatomy of a Large-Scale Hypertextual Web Search Engine , 1998, Comput. Networks.

[36]  R. Moss,et al.  Climate change 1995 - impacts, adaptations and mitigation of climate change : scientific-technical analyses , 1997 .

[37]  Viswanath Venkatesh,et al.  Why Don't Men Ever Stop to Ask for Directions? Gender, Social Influence, and Their Role in Technology Acceptance and Usage Behavior , 2000, MIS Q..

[38]  Jiejie Zhu,et al.  Virtual Reality and Mixed Reality for Virtual Learning Environments , 2006, Edutainment.

[39]  Tracey Crosbie Household energy consumption and consumer electronics: The case of television , 2008 .

[40]  Chi Cheng Chang,et al.  Perceived Convenience in an Extended Technology Acceptance Model: Mobile Technology and English Learning for College Students. , 2012 .

[41]  Philipp A. Rauschnabel,et al.  Augmented reality smart glasses: an investigation of technology acceptance drivers , 2016 .

[42]  Namho Chung,et al.  Tourists' intention to visit a destination: The role of augmented reality (AR) application for a heritage site , 2015, Comput. Hum. Behav..

[43]  Klaus Dorfmüller,et al.  Robust tracking for augmented reality using retroreflective markers , 1999, Comput. Graph..

[44]  Fred D. Davis User Acceptance of Information Technology: System Characteristics, User Perceptions and Behavioral Impacts , 1993, Int. J. Man Mach. Stud..

[45]  Gary Garrison,et al.  Investigating mobile wireless technology adoption: An extension of the technology acceptance model , 2009, Inf. Syst. Frontiers.

[46]  P. Milgram,et al.  A Taxonomy of Mixed Reality Visual Displays , 1994 .

[47]  Girish Bekaroo,et al.  Impacts of ICT on the natural ecosystem: A grassroot analysis for promoting socio-environmental sustainability , 2016 .

[48]  Thomas Chesney,et al.  AN ACCEPTANCE MODEL FOR USEFUL AND FUN INFORMATION SYSTEMS , 2006 .

[49]  H. Y. Lam,et al.  A Novel Method to Construct Taxonomy Electrical Appliances Based on Load Signaturesof , 2007, IEEE Transactions on Consumer Electronics.

[50]  Edmundo Tovar Caro,et al.  The IT Crowd: Are We Stereotypes? , 2008, IT Professional.

[51]  Ronald Azuma,et al.  A motion-stabilized outdoor augmented reality system , 1999, Proceedings IEEE Virtual Reality (Cat. No. 99CB36316).

[52]  Friedemann Mattern,et al.  ICT for Green – How Computers Can Help Us to Conserve Energy , 2010 .

[53]  San Murugesan,et al.  Harnessing Green IT: Principles and Practices , 2008, IT Professional.

[54]  Bruce Nordman,et al.  Electronics Come of Age: A Taxonomy for Miscellaneous and Low Power Products , 2006 .

[55]  Nicholas Frank Pidgeon,et al.  Public perceptions of nuclear power, climate change and energy options in Britain: Summary findings of a survey conducted during Otober and November 2005 , 2006 .

[56]  E. W. Ball,et al.  Does Phoneme Awareness Training in Kindergarten Make a Difference in Early Word Recognition and Developmental Spelling , 1991 .

[57]  Azizah Abdul Rahman,et al.  Energy efficiency and low carbon enabler green it framework for data centers considering green metrics , 2012 .

[58]  Oladele Osibanjo,et al.  Overview of electronic waste (e-waste) management practices and legislations, and their poor applications in the developing countries , 2008 .

[59]  R. Widmer Global perspectives on e-waste . Environmental Impact Assessment Review , 2018 .

[60]  Fred D. Davis,et al.  Extrinsic and Intrinsic Motivation to Use Computers in the Workplace1 , 1992 .

[61]  Deborah Hix,et al.  The Effects of Text Drawing Styles, Background Textures, and Natural Lighting on Text Legibility in Outdoor Augmented Reality , 2006, Presence: Teleoperators & Virtual Environments.

[62]  Jorge Martín-Gutiérrez,et al.  Improving strategy of self-learning in engineering: laboratories with augmented reality , 2012 .

[63]  Ingvar Lundberg,et al.  Reading and spelling skills in the first school years predicted from phonemic awareness skills in kindergarten , 1980 .

[64]  Josh Sheldon,et al.  Augmenting your own reality: student authoring of science-based augmented reality games. , 2010, New directions for youth development.

[65]  William J. Mitchell,et al.  Beyond Productivity: Information, Technology, Innovation, and Creativity , 2003 .

[66]  Sammy Shina Green Electronics Design and Manufacturing , 2008 .

[67]  Girish Bekaroo,et al.  Exploring the application and usability of NFC for promoting self-learning on energy consumption of household electronic appliances , 2017, 2017 IEEE 4th International Conference on Soft Computing & Machine Intelligence (ISCMI).

[68]  Rolf Widmer,et al.  Global perspectives on e-waste , 2005 .

[69]  Viswanath Venkatesh,et al.  Technology Acceptance Model 3 and a Research Agenda on Interventions , 2008, Decis. Sci..

[70]  K. Pond,et al.  Marine litter monitoring programmes—A review of methods with special reference to national surveys , 1995 .

[71]  B. O’Neill,et al.  Climate change. Dangerous climate impacts and the Kyoto Protocol. , 2002, Science.