A Framework for Mixed Reality Free-Choice, Self-Determined Learning

  • Claudio Aguayo Centre for Learning and Teaching, Auckland University of Technology, Auckland, New Zealand
  • Chris Eames School of Education, University of Waikato, Hamilton, New Zealand
  • Thomas Cochrane Centre for Learning and Teaching, Auckland University of Technology, Auckland, New Zealand
Keywords: immersive learning, BYOD, heutagogy, free-choice learning, mixed reality, ecological literacy

Abstract

In this article, we present a theoretical framework for mixed reality (MR/XR) self-determined learning to enhance ecological literacy in free-choice educational settings. The framework emerged from a research study in New Zealand which aimed to explore how learning experiences which incorporate mobile technologies within free-choice learning settings can be designed to enhance learner development of marine ecological literacy. An understanding of how mobile technology can be integrated into the teaching and learning of sustainability education that incorporates free-choice learning contexts, such as visitor centres, is of strategic importance to both education outside the classroom and adult learning. Following a design-based research methodology, the framework is presented in the form of a set of design principles and guidelines, informed by key theories in ecological literacy and free-choice learning, heutagogy, bring your own device and self-determined learning. We briefly describe how the framework provided the foundation for an educational intervention. This paper aims to assist researchers and developers of MR/XR immersive learning environments to consider design principles and processes that can enhance learning outcomes within free-choice settings, such as museums and visitor centres.

This article is part of the special collection Mobile Mixed Reality Enhanced Learning edited by Thom Cochrane, James Birt, Helen Farley, Vickel Narayan and Fiona Smart. More articles from this collection can be found here.

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References


Aguayo, C. (2014) The use of education for sustainability websites for community education in Chile, Doctor of Philosophy (PhD) Thesis, University of Waikato, Hamilton, New Zealand.


Aguayo, C. (2016) ‘Activity theory and online community education for sustainability: when systems meet reality’, in Activity Theory in Education, eds D. Gedera & P. J. Williams, Sense Publishers, Rotterdam, pp. 139–151. doi: 10.1007/978-94-6300-387-2


Aguayo, C. (2017) ‘AR/VR/MR & RR in learning and teaching digital projects’, THETA 2017 Conference: connecting minds. Creating the future, Auckland, New Zealand. (online proceedings with no page number)


Aguayo, C., Cochrane, T. & Narayan, V. (2017) ‘Key themes in mobile learning: prospects for learner-generated learning through AR and VR’, Australasian Journal of Educational Technology, vol. 33, no. 6, pp. 27–40. doi: 10.14742/ajet.3671


Aguayo, C. & Eames, C. (2017a) ‘Promoting community socio-ecological sustainability through technology: a case study from Chile’, International Review of Education, vol. 63, no. 6, pp. 871–895. doi: 10.1007/s11159-017-9685-7


Aguayo, C. & Eames, C. (2017b) ‘Using mobile learning in free-choice educational settings to enhance ecological literacy’, Teachers and Curriculum, vol. 17, no. 2, pp. 7–14. doi: 10.15663/tandc.v17i2.159


Akçayır, M. & Akçayır, G. (2017) ‘Advantages and challenges associated with augmented reality for education: a systematic review of the literature’, Educational Research Review, vol. 20, pp. 1–11. doi: 10.1016/j.edurev.2016.11.002


Amiel, T. & Reeves, T. C. (2008) ‘Design-based research and educational technology: rethinking technology and the research agenda’, Journal of educational technology & society, vol. 11, no. 4, pp. 29–40.


Ballantyne, R. & Packer, J. (2005) ‘Promoting environmentally sustainable attitudes and behaviour through free-choice learning experiences: what is the state of the game?’, Environmental Education Research, vol. 11, no. 3, pp. 281–295. doi: 10.1080/13504620500081145


Ballantyne, R. & Packer, J. (2011) ‘Using tourism free-choice learning experiences to promote environmentally sustainable behaviour: the role of post-visit ‘action resources’’. Environmental Education Research, vol. 17, no. 2, pp. 201–215. doi: 10.1080/13504622.2010.530645


Bannan, B., Cook, J. & Pachler, N. (2015) ‘Reconceptualizing design research in the age of mobile learning’, Interactive Learning Environments, vol. 24, pp. 1–16. doi: 10.1080/10494820.2015.1018911


Becta (2009) Becta: our work, its impact, Becta, Coventry, England.


Boyer, L. & Roth, W. M. (2005) ‘Individual| collective dialectic of free-choice learning in a community-based mapping project’, Environmental Education Research, vol. 11, no. 3, pp. 335–351. doi: 10.1080/13504620500081210


Brookfield, S. (1986) Understanding and facilitating adult learning: a comprehensive analysis of principles and effective practices, McGraw-Hill Education, Buckingham, UK.


Bull, R., Petts, J. & Evans, J. (2008) ‘Social learning from public engagement: dreaming the impossible?’, Journal of Environmental Planning and Management, vol. 51, no. 5, pp. 701–716. doi: 10.1080/09640560802208140


Chen, J. Y. & Fragomeni, G. (eds) (2018) Virtual, augmented and mixed reality: interaction, navigation, visualization, embodiment, and simulation: 10th International Conference, VAMR 2018, Held as Part of HCI International 2018, Las Vegas, NV, USA, July 15–20, 2018, in Proceedings (vol. 10909), Springer, Cham. doi: 10.1007/978-3-319-91581-4


Cochrane, T. (2013) ‘A summary and critique of mlearning research and practice’, in Handbook of mobile learning, eds Z. Berge & L. Muilenburg, Routledge, New York, pp. 24–34.


Cochrane, T. (2014) ‘Critical success factors for transforming pedagogy with mobile Web 2.0’, British Journal of Educational Technology, vol. 45, no. 1, pp. 65–82. doi: 10.1111/j.1467-8535.2012.01384.x


Cochrane, T. (2016) ‘Mobile VR in education: from the fringe to the mainstream’, International Journal of Mobile and Blended Learning (IJMBL), vol. 8, pp. 45–61. doi: 10.4018/IJMBL.2016100104


Cochrane, T., et al., (2013) ‘Building global learning communities’, Research in Learning Technology, vol. 21, no. 21955, pp. 1–13. doi: 10.3402/rlt.v21i0.21955


Cochrane, T., et al., (2017) ‘A DBR framework for designing mobile virtual reality learning environments’, Australasian Journal of Educational Technology, vol. 33, no. 6, pp. 27–40. doi: 10.14742/ajet.3613


Cochrane, T., Smart, F. & Narayan, V. (2018) ‘Editorial for RLT special issue on mobile mixed reality’, Research in Learning Technology, vol. 26, p. 2195. doi: 10.25304/rlt.v26.2195


Cook, J. & Santos, P. (2016) ‘Three phases of mobile learning state of the art and case of mobile help seeking tool for the health care sector’, in Mobile learning design, eds D. Churchill, J. Lu, T. K. F. Chiu & B. Fox, Springer, Singapore, pp. 315–333.


Delen, I. & Krajcik, J. (2017) ‘Using mobile devices to connect teachers and mobile devices’, Research in Science Education, vol. 47, no. 3, pp. 473–496. doi: 10.1007/s11165-015-9512-8


Eames, C. & Aguayo, C. (2019) Designing mobile learning with education outside the classroom to enhance marine ecological literacy, Teaching and Learning Research Initiative, Wellington, pp. 1–20 [online] Available at: http://www.tlri.org.nz/tlri-research/research-completed/cross-sector/using-mobile-learning-free-choice-educational-settings


Emery, S. (2012) Factors for consideration when developing a bring your own device (BYOD) strategy in higher education [online] Available at: http://hdl.handle.net/1794/12254


Engeström, Y. (1987) Learning by expanding: An activity-theoretical approach to developmental research, Orienta-Konsultit, Helsinki, Finland.


Facer, K. & Williamson, B. (2004) Designing educational technologies with users, NESTA Futurelab, Bristol.


Falk, J. H. (2005) ‘Free-choice environmental learning: framing the discussion’, Environmental education research, vol. 1, no. 3, pp. 265–280. doi: 10.1080/13504620500081129


Falk, J. H. & Dierking, L. D. (2002) Lessons without limit: how free-choice learning is transforming education, Rowman Altamira, Oxford, UK.


Fotaris, P., Pellas, N., Kazanidis, I. & Smith, P. (2017 October) ‘A systematic review of Augmented Reality game-based applications in primary education’, in Memorias del XI Congreso Europeo en Aprendizaje Basado en el Juego Graz, Academic Publishing, Reading, pp. 181–191.


Frohberg, D., Goth, C. & Schwabe, G. (2009) ‘Mobile learning projects – a critical analysis of the state of the art’, Journal of Computer Assisted Learning, vol. 25, pp. 307–331. doi: 10.1111/j.1365-2729.2009.00315.x


Gagno, N. (2013) Educational technology reaches a point of redefinition, 1900 Educational Technology: La Salle University, Philadelphia, PA, USA.


Goff, E. E., Mulvey, K. L., Irvin, M. J. & Hartstone-Rose, A. (2018) ‘Applications of augmented reality in informal science learning sites: a review’, Journal of Science Education and Technology, vol. 27, no. 5, pp. 433–447. doi: 10.1007/s10956-018-9734-4


Gruenewald, D. A. (2003) ‘The best of both worlds: a critical pedagogy of place’, Educational Researcher, vol. 32, no. 3, pp. 3–12. doi: 10.3102/0013189X032004003


Hackmann, H. & St Clair, A. (2012) Transformative cornerstones of social science research for global change, International Social Science Council, Paris.


Hase, S. (2014) ‘An introduction to self-determined learning (Heutagogy)’, in Experiences in Self-Determined Learning, eds L. M. Blaschke, C. Kenyon & S. Hase, CreateSpace Independent Publishing Platform.


Hase, S. & Kenyon, C. (2001) From Andragogy to Heutagogy, ultiBASE Articles [online] Available at: http://www.psy.gla.ac.uk/~steve/pr/Heutagogy.html


Hase, S. & Kenyon, C. (2007) ‘Heutagogy: a child of complexity theory’, Complicity: An International Journal of Complexity and Education, vol. 4, pp. 111–118. doi: 10.29173/cmplct8766


Hase, S. & Kenyon, C. (2013) Self-determined learning: heutagogy in action, A&C Black, London.


Hennessy, S., Mavrikis, M., Girvan, C., Price, S. & Winters, N. (2019) ‘BJET editorial for the 50th anniversary volume in 2019: looking back, reaching forward’, British Journal of Educational Technology, vol. 50, no. 1, pp. 5–11. doi: 10.1111/bjet.12731.


Hollweg, K. S., et al., (2011) Developing a framework for assessing environmental literacy, North American Association for Environmental Education, Washington, DC [online] Available at: https://naaee.org/our-work/programs/environmental-literacy-framework


International Telecommunication Union (2017) ICT facts and figures 2017 [online] Available at: https://www.itu.int/en/ITU-D/Statistics/Documents/facts/ICTFactsFigures2017.pdf


Jensen, B. B. & Schnack, K. (1997) ‘The action competence approach in environmental education’, Environmental Education Research, vol. 3, no. 2, pp. 163–179. doi: 10.1080/1350462970030205


Johnson, L., Becker, S. A., Cummins, M., Estrada, V., Freeman, A. & Hall, C. (2016) NMC horizon report: 2016 higher education edition. The New Media Consortium, Austin, Texas, pp. 1–50.


Jowsey, S. & Aguayo, C. (2017) ‘O-tū-kapua (‘what clouds see’): a mixed reality experience bridging art, science, technology in meaningful ways’, Teachers & Curriculum, vol. 17, no. 2, pp. 95–102. doi: 10.15663/tandc.v17i2.166


Kollmuss, A. & Agyeman, J. (2002) ‘Mind the gap: why do people act environmentally and what are the barriers to pro-environmental behaviour?’, Environmental Education Research, vol. 8, no. 3, pp. 239–260. doi: 10.1080/13504620220145401


Krasny, M. E. & Roth, W.-M. (2010) ‘Environmental education for social ecological system resilience: a perspective from activity theory’, Environmental Education Research, vol. 16, no. 5, pp. 545–558. doi: 10.1080/13504622.2010.50543


Kukulska-Hulme, A. (2010) ‘Mobile learning as a catalyst for change’, Open Learning: The Journal of Open and Distance Learning, vol. 25, pp. 181–185. doi: 10.1080/02680513.2010.511945


Lai, A. F., Chen, C. H. & Lee, G. Y. (2019) ‘An augmented reality-based learning approach to enhancing students’ science reading performances from the perspective of the cognitive load theory’, British Journal of Educational Technology, vol. 50, no. 1, pp. 232–247. doi: 10.1111/bjet.12716


Lai, C. L. (2019) ‘Trends of mobile learning: a review of the top 100 highly cited papers’, British Journal of Educational Technology, pp. 1–22. doi: 10.1111/bjet.12884.


Laurillard, D. (2007) ‘Pedagogical forms of mobile learning: framing research questions’, in Mobile learning: towards a research agenda, ed N. Pachler, WLE Centre, Institute of Education, London.


Liddicoat, K. & Krasny, M. E. (2013) ‘Research on the long-term impacts of environmental education’, in International handbook of environmental education, eds R. B. Stevenson, M. Brody, J. Dillon & A. E. J. Wals, Routledge, New York, NY, pp. 289–297.


Lindsay, L. (2016) ‘Transformation of teacher practice using mobile technology with one-to-one classes: M-learning pedagogical approaches’, British Journal of Educational Technology, vol. 47, no. 5, pp. 883–892. doi: 10.1111/bjet.12265


Luckin, R., et al., 2010, ‘Learner-generated contexts: a framework to support the effective use of technology for learning’, in Web 2.0-based e-learning: Applying social informatics for tertiary teaching, IGI Global, Hershey, PA, pp. 70–84.


Mann, S., Havens, J. C., Iorio, J., Yuan, Y. & Furness, T. (2018) All reality: values, taxonomy, and continuum, for virtual, augmented, eXtended/MiXed (X), Mediated (X, Y), and multimediated reality/intelligence [online] Available at: http://wearcam.org/all.pdf


McKenney, S. & Reeves, T. C. (2018) Conducting educational design research, Routledge, London.


Merchant, G. (2012) ‘Mobile practices in everyday life: popular digital technologies and schooling revisited’, British Journal of Educational Technology, vol. 43, no. 5, pp. 770–782. doi: 10.1111/j.1467-8535.2012.01352.x


Milgram, P. & Kishino, F. (1994) ‘A taxonomy of mixed reality visual displays’, IEICE TRANSACTIONS on Information and Systems, vol. 77, no. 12, pp. 1321–1329.


Ministry of Education (2007) The New Zealand curriculum, Learning Media, Wellington.


Ministry of Education (2016) Bringing the curriculum alive: EOTC guidelines 2016, Ministry of Education, Wellington.


Narayan, V. & Herrington, J. (2014) ‘Towards a theoretical mobile heutagogy framework’, in Rhetoric and reality: critical perspectives on educational technology, eds B. Hegarty, J. McDonald & S.-K. Loke, Rhetoric and reality: Critical perspectives on educational technology, ASCILITE, Dunedin, pp. 150–160.


Orr, D. W. (2004) Earth in mind: on education, environment, and the human prospect, Island Press, Washington.


Pachler, N., Bachmair, B. & Cook, J. (2010) Mobile learning: structures, agency, practices, Springer Science & Business Media, New York.


Parsons, D. (2013) Innovations in mobile educational technologies and applications, IGI Global.


Parsons, D. (2014a) ‘The future of mobile learning and implications for education and training’, in Mobile learning development for flexible learning, eds M. Ally & A. Tsinakos, Commonwealth of Learning Press, Vancouver, pp. 217–229.


Parsons, D. (2014b) ‘A mobile learning overview by timeline and mind map’, International Journal of Mobile and Blended Learning (IJMBL), vol. 6, pp. 1–21. doi: 10.4018/ijmbl.2014100101


Parsons, D. (2017) ‘Mobile learning policy formulation and enactment in New Zealand’, in Mobile learning in higher education in the Asia-Pacific region: harnessing trends and challenging orthodoxies, eds A. Murphy, H. Farley, L. E. Dyson & H. Jones, Springer Singapore, Singapore, pp. 423–441.


Parsons, D. & Maccallum, K. (2018) ‘Mobile learning curricula: policy and potential’, in Mobile learning: perspectives on practice and policy, eds D. Herro, S. Arafeh, R. Ling & C. Holden, Information Age Publishing, Charlotte, NC, pp. 45–64.


Parveau, M. & Adda, M. (2018) ‘3iVClass: a new classification method for virtual, augmented and mixed realities’, Procedia Computer Science, vol. 141, pp. 263–270. doi: 10.1016/j.procs.2018.10.180


Pegrum, M., Oakley, G. & Faulkner, R. (2013) ‘Schools going mobile: a study of the adoption of mobile handheld technologies in Western Australian independent schools’, Australasian Journal of Educational Technology, vol. 29, no. 1, pp. 66–81. doi: 10.14742/ajet.64


Pellas, N., Fotaris, P., Kazanidis, I. & Wells, D. (2018) ‘Augmenting the learning experience in primary and secondary school education: a systematic review of recent trends in augmented reality game-based learning’, Virtual Reality, vol. 23, no. 4, pp. 1–18. doi: 10.1007/s10055-018-0347-2


Penetito, W. (2009) ‘Place-based education: catering for curriculum, culture and community’, New Zealand Annual Review of Education, vol. 18, pp. 5–29.


Puentedura, R. (2011) Thinking about change in learning and technology, The 1st Global Mobile Learning Conference, Al Ain, UAE.


Rennie, L. & Johnston, D. J. (2004) ‘The nature of learning and its implications for research on learning from museums’, Science Education, vol. 88, no. 1, S4–S16. doi: 10.1002/sce.20017


Royal Society of New Zealand. (2016) Climate change implications for New Zealand [online] Available at: http://www.royalsociety.org.nz/expert-advice/papers/yr2016/climate-change-implications-for-new-zealand/


Sharples, M. (2000) Disruptive devices: personal technologies and education, University of Birmingham, [online] Available at: http://www.eee.bham.ac.uk/handler/ePapers/disruptive.pdf


Sharples, M. (2010) Innovation in mlearning: an international perspective, mLearnCon, The Elearning Guild, San Diego, CA.


Sharples, M., Lonsdale, P., Meek, J., Rudman, P. & Vavoula, G. (2007) ‘An evaluation of MyArtSpace: a mobile learning service for school museum trips’, in MLearn- Making the Connections 6th International Conference on Mobile Learning, ed C. Oliver, 16–19 October 2007, Melbourne, mLearn.


Smith, G. A. (2007) ‘Place-based education: breaking through the constraining regularities of public school’, Environmental Education Research, vol. 13, no. 2, pp. 189–207. doi: 10.1080/13504620701285180


Smith, J. (2018) Kō Rimurimu ‘To be covered in seaweed’: sensory knowing, holistic understanding, and meaningful encounters within a Marine Science Centre, Master of Design (MA) Creative Thesis, Auckland University of Technology, Auckland, New Zealand [online] Available at: http://hdl.handle.net/10292/11734


Somekh, B. (2007) Pedagogy and learning with ICT: researching the art of innovation, Routledge, New York, NY.


Speicher, M., Hall, B. D. & Nebeling, M. (2019, April) ‘What is mixed reality?’, in Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, ACM, p. 537.


The Design-Based Research Collective. (2003) ‘Design-based research: an emerging paradigm for educational inquiry’, Educational Researcher, vol. 32, no. 1, pp. 5–8. doi: 10.3102/0013189X032001005.


Traxler, J. (2010) ‘Will student devices deliver innovation, inclusion, and transformation?’, Journal of the Research Center for Educational Technology, vol. 6, no. 1, pp. 3–15.


Uden, L. (2007) ‘Activity theory for designing mobile learning’, International Journal of Mobile Learning and Organisation, vol. 1, pp. 81–102.


United Nations (2012) Resilient people, resilient planet: a future worth choosing, United Nations, New York, NY.


United Nations Educational, Scientific and Cultural Organization (UNESCO) (2006) Education for sustainable development, Memo bureau of public information, [online] Available at: http://www.unesco.org/bpi/pdf/memobpi39_sustainabledvpt_en.pdf


Warner, A., Eames, C. & Irving, R. (2014) ‘Using social media to reinforce environmental learning and action-taking for school students’, International Electronic Journal of Environmental Education, vol. 4, no. 2, pp. 83–96. doi: 10.18497/iejee-green.53452


Wheaton, M., et al., (2015) ‘Using web and mobile technology to motivate pro-environmental action after a nature-based tourism experience’, Journal of Sustainable Tourism, vol. 24, no. 4’, pp. 594–615. doi: 10.1080/09669582.2015.1081600
Published
2020-03-09
How to Cite
Aguayo, C., Eames, C., & Cochrane, T. (2020). A Framework for Mixed Reality Free-Choice, Self-Determined Learning. Research in Learning Technology, 28. https://doi.org/10.25304/rlt.v28.2347
Section
Mobile Mixed Reality - Themed Collection

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