Incorporating Mobile Augmented Reality into Ubiquitous Learning Models to Enhance Student Experience in Interior Design Education

Felicia Wagiri^1, and Ronald Hasudungan Irianto Sitindjak¹

¹Department of Interior Design, Petra Christian University, Surabaya, Indonesia

Cite this paper:
Felicia Wagiri and Ronald Hasudungan Irianto Sitindjak. Incorporating Mobile Augmented Reality into Ubiquitous Learning Models to Enhance Student Experience in Interior Design Education. American Journal of Educational Research. 2024; 12(5):176-186. doi: 10.12691/education-12-5-2

Abstract

The shift towards more adaptable learning approaches in design education, particularly remote and online learning, has been significant following the pandemic. This study explores the integration of mobile augmented reality (MAR) in ubiquitous learning settings with a focus on interior design education. We involved 163 undergraduate students in experiments to assess their use of MAR tools such as SketchUp and Fologram within Rhinoceros-Grasshopper. Their experiences were evaluated using the User Experience Questionnaire (UEQ), and a chi-squared test analyzed the relationship between these MAR tools and two educational models: the traditional classroom (Model-I) and the flipped classroom (Model-II). Results showed a preference for SketchUp across both models due to its user-friendly interface, while Fologram was preferred in the traditional classroom for its innovative features. The study underlines the importance of balancing advanced technology with effective teaching strategies to improve learning outcomes. Future research is recommended to enhance design education in distance-learning environments.

Keywords:
ubiquitous learning distance learning; mobile augmented reality interior design education user experience questionnaire

This work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

References:

[1]	H. Zhang, Y. Zhang, T. Xu, and Y. Zhou, “Effects of VR instructional approaches and textual cues on performance, cognitive load, and learning experience,” Educ. Technol. Res. Dev., Oct. 2023.
[2]	A. Abuhmaid, I. Kaur, and S. Joordens, “The Convertible Learning System: A Certainty for Uncertain Times,” J. Educ., vol. 203, no. 4, pp. 947–960, Oct. 2023.
[3]	A. Ruiz-Calleja et al., “Orchestrating ubiquitous learning situations about Cultural Heritage with Casual Learn mobile application,” Int. J. Hum.-Comput. Stud., vol. 170, p. 102959, Feb. 2023.
[4]	R. N. Keswani, A. Sethi, A. Repici, H. Messmann, and P. W. Chiu, “How To Maximize Trainee Education During the Coronavirus Disease-2019 Pandemic: Perspectives From Around the World,” Gastroenterology, vol. 159, no. 1, pp. 26–29, Jul. 2020.
[5]	P. Vallejo-Correa, J. Monsalve-Pulido, and M. Tabares-Betancur, “A systematic mapping review of context-aware analysis and its approach to mobile learning and ubiquitous learning processes,” Comput. Sci. Rev., vol. 39, p. 100335, Feb. 2021.
[6]	A. Alkhafaji, S. Fallahkhair, and E. Haig, “A theoretical framework for designing smart and ubiquitous learning environments for outdoor cultural heritage,” J. Cult. Herit., vol. 46, pp. 244–258, Nov. 2020.
[7]	M. C. Ruiz-Jiménez, R. Martínez-Jiménez, and A. Licerán-Gutiérrez, “Students’ perceptions of their learning outcomes in a flipped classroom environment,” Educ. Technol. Res. Dev., Oct. 2023.
[8]	H. Peng, S. Jager, and W. Lowie, “Narrative review and meta-analysis of MALL research on L2 skills,” ReCALL, vol. 33, no. 3, pp. 278–295, Sep. 2021.
[9]	Y.-C. Chen, C.-J. Chen, and M.-Y. Lee, “Effects of a Moodle-based E-learning Management System on E-collaborative Learning, Perceived Satisfaction, and Study Achievement among Nursing Students: A Cross-sectional Study.” Apr. 19, 2022.
[10]	G. Aydın and O. Mutlu, “Project-Based Learning and Flipped Classroom Model Supported Project-Based Learning’s Impact on Academic Success, Retention, and Individual Innovation Competence,” Int. J. Contemp. Educ. Res., vol. 10, no. 4(Online First), pp. 823–833, Oct. 2023.
[11]	F. Kharvari and L. E. Kaiser, “Impact of extended reality on architectural education and the design process,” Autom. Constr., vol. 141, p. 104393, Sep. 2022.
[12]	J.-Q. Guan, W.-Z. Wang, X.-F. Wang, J. Zhu, and G.-J. Hwang, “Effects of a VR-based collaborative painting approach on primary students’ creativity and collaborative quality in art courses,” Educ. Technol. Res. Dev., Apr. 2024.
[13]	F. Wagiri, S.-G. Shih, K. Harsono, T.-W. Cheng, and M.-K. Lu, “Exploration of Building Information Modeling and Integrated Project Cloud Service in early architectural design stages,” VITRUVIO - International Journal of Architectural Technology and Sustainability, vol. 8, no. 2, pp. 26–37, Dec. 2023.
[14]	O. Saidani Neffati et al., “An educational tool for enhanced mobile e-Learning for technical higher education using mobile devices for augmented reality,” Microprocess. Microsyst., vol. 83, p. 104030, Jun. 2021.
[15]	S. Shen, K. Xu, M. Sotiriadis, and Y. Wang, “Exploring the factors influencing the adoption and usage of Augmented Reality and Virtual Reality applications in tourism education within the context of COVID-19 pandemic,” J. Hosp. Leis. Sport Tour. Educ., vol. 30, p. 100373, Jun. 2022.
[16]	A. Tesolin and A. Tsinakos, “Opening Real Doors: Strategies for Using Mobile Augmented Reality to Create Inclusive Distance Education for Learners with Different-Abilities,” in Mobile and Ubiquitous Learning, S. Yu, M. Ally, and A. Tsinakos, Eds., in Perspectives on Rethinking and Reforming Education. , Singapore: Springer Singapore, 2018, pp. 59–80.
[17]	Y. Song, R. Koeck, and S. Luo, “Review and analysis of augmented reality (AR) literature for digital fabrication in architecture,” Autom. Constr., vol. 128, p. 103762, Aug. 2021.
[18]	A. H. Kyaw, A. H. Xu, G. Jahn, N. Van Den Berg, C. Newnham, and S. Zivkovic, “Augmented Reality for high precision fabrication of Glued Laminated Timber beams,” Autom. Constr., vol. 152, p. 104912, Aug. 2023.
[19]	H. Vo and A. Asojo, “Feedback in interior design studio and students’ creativity,” J. Creat., vol. 31, p. 100009, Dec. 2021.
[20]	A. Kandil, B. Al-Jumaah, and I. Doush, “Enhancing User Experience of Interior Design Mobile Augmented Reality Applications:,” in Proceedings of the 5th International Conference on Computer-Human Interaction Research and Applications, Online Streaming, --- Select a Country ---: SCITEPRESS - Science and Technology Publications, 2021, pp. 101–108.
[21]	M. Banaei, A. Ahmadi, K. Gramann, and J. Hatami, “Emotional evaluation of architectural interior forms based on personality differences using virtual reality,” Front. Archit. Res., vol. 9, no. 1, pp. 138–147, Mar. 2020.
[22]	G. Lee, “Code-Bothy: Mixed reality and craft sustainability,” Front. Archit. Res., vol. 11, no. 4, pp. 681–690, Aug. 2022.
[23]	R. Shanthi Priya, P. Shabitha, and S. Radhakrishnan, “Collaborative and participatory design approach in architectural design studios,” Soc. Sci. Humanit. Open, vol. 2, no. 1, p. 100033, 2020.
[24]	C. Torres-Martín, C. Acal, M. El-Homrani, and Á. C. Mingorance-Estrada, “Implementation of the flipped classroom and its longitudinal impact on improving academic performance,” Educ. Technol. Res. Dev., vol. 70, no. 3, pp. 909–929, Jun. 2022.
[25]	D. Shen and C.-S. Chang, “Implementation of the flipped classroom approach for promoting college students’ deeper learning,” Educ. Technol. Res. Dev., vol. 71, no. 3, pp. 1323–1347, Jun. 2023.
[26]	F. Xi, H. Ma, Z. Pi, Y. Dong, J. Sun, and R. Jin, “Integrating the engineering design process into the conceive-design-implement-operate model for promoting high school students’ STEM competence,” Educ. Technol. Res. Dev., Apr. 2024.
[27]	M. Gashoot, B. Eve, and T. Mohamed, “Implementing Technology for Teaching: The Use of a Mobile/Tablet Approach for Enhancing Students’ Learning (Design Interaction) Technology-Enhanced Learning (TEL),” J. Educ., vol. 203, no. 1, pp. 230–241, Jan. 2023.
[28]	P. Strelan, A. Osborn, and E. Palmer, “The flipped classroom: A meta-analysis of effects on student performance across disciplines and education levels,” Educ. Res. Rev., vol. 30, p. 100314, Jun. 2020.
[29]	S. Naik and K. Gajjar, “Applying and Evaluating Engagement and Application-Based Learning and Education (ENABLE): A Student-Centered Learning Pedagogy for the Course Database Management System,” J. Educ., vol. 203, no. 2, pp. 410–422, Apr. 2023.
[30]	D. C. D. Van Alten, C. Phielix, J. Janssen, and L. Kester, “Effects of flipping the classroom on learning outcomes and satisfaction: A meta-analysis,” Educ. Res. Rev., vol. 28, p. 100281, Nov. 2019.
[31]	H. Al-Samarraie, A. Shamsuddin, and A. I. Alzahrani, “A flipped classroom model in higher education: a review of the evidence across disciplines,” Educ. Technol. Res. Dev., vol. 68, no. 3, pp. 1017–1051, Jun. 2020.
[32]	C. K. Lo, “Grounding the flipped classroom approach in the foundations of educational technology,” Educ. Technol. Res. Dev., vol. 66, no. 3, pp. 793–811, Jun. 2018.
[33]	V. M. Fife-Demski, “Embracing to Creating Curriculum: Levels of Engagement Among Student Teachers,” J. Educ., vol. 203, no. 2, pp. 317–330, Apr. 2023.
[34]	Y. Oliveras-Ortiz, D. E. Bouillion, and L. Asbury, “Learning Spaces Matter: Student Engagement in New Learning Environments,” J. Educ., vol. 201, no. 3, pp. 174–182, Oct. 2021.
[35]	I. Kazanidis, N. Pellas, P. Fotaris, and A. Tsinakos, “Can the flipped classroom model improve students’ academic performance and training satisfaction in Higher Education instructional media design courses?,” Br. J. Educ. Technol., vol. 50, no. 4, pp. 2014–2027.
[36]	A. Hinderks, M. Schrepp, F. J. Domínguez Mayo, M. J. Escalona, and J. Thomaschewski, “Developing a UX KPI based on the user experience questionnaire,” Comput. Stand. Interfaces, vol. 65, pp. 38–44, Jul. 2019.
[37]	M. Kuhar and T. Merčun, “Exploring user experience in digital libraries through questionnaire and eye-tracking data,” Libr. Inf. Sci. Res., vol. 44, no. 3, p. 101175, Jul. 2022.
[38]	S. Aydin and B. Aktaş, “Developing an Integrated VR Infrastructure in Architectural Design Education,” Front. Robot. AI, vol. 7, p. 495468, Oct. 2020.
[39]	M. Schrepp, A. Hinderks, and J. Thomaschewski, “Construction of a Benchmark for the User Experience Questionnaire (UEQ),” Int. J. Interact. Multimed. Artif. Intell., vol. 4, no. 4, p. 40, 2017.
[40]	H. M. Yousof, K. Aidi, G. G. Hamedani, and M. Ibrahim, “Chi-squared type test for distributional censored and uncensored validity with numerical assessments and real data applications,” Jpn. J. Stat. Data Sci., vol. 6, no. 2, pp. 729–758, Nov. 2023, doi: 10.1007/s42081-023-00219-w.
[41]	J. M. Luna-Romera, M. Martínez-Ballesteros, J. García-Gutiérrez, and J. C. Riquelme, “External clustering validity index based on chi-squared statistical test,” Inf. Sci., vol. 487, pp. 1–17, Jun. 2019.
[42]	M. Rohandi, “An User Experience Analysis of UNG E-Learning Using User Experience Questionnaire Tool:,” presented at the 1st World Conference on Social and Humanities Research (W-SHARE 2021), Makassar, Indonesia, 2022.
[43]	M. Schrepp and J. Thomaschewski, “Design and Validation of a Framework for the Creation of User Experience Questionnaires,” Int. J. Interact. Multimed. Artif. Intell., vol. 5, no. 7, p. 88, 2019.
[44]	J. Hanham, C. B. Lee, and T. Teo, “The influence of technology acceptance, academic self-efficacy, and gender on academic achievement through online tutoring,” Comput. Educ., vol. 172, p. 104252, Oct. 2021.
[45]	J. P. Muñoz Miguel, C. Simón De Blas, F. Anguita Rodríguez, and A. E. García Sipols, “Collaborative learning in management subjects to university students: A multi-level research to identify group profile, engagement and academic performance,” Int. J. Manag. Educ., vol. 21, no. 1, p. 100762, Mar. 2023.
[46]	G. Gyamfi, B. E. Hanna, and H. Khosravi, “Impact of an instructional guide and examples on the quality of feedback: insights from a randomised controlled study,” Educ. Technol. Res. Dev., Feb. 2024.
[47]	C. Rosa and J. Ferreira, “The distant studio: a survey of design students’ experience with distance educational formats,” Int. J. Technol. Des. Educ., vol. 33, no. 5, pp. 2019–2043, Nov. 2023.
[48]	R. Mantooth, E. L. Usher, and A. M. Love, “Changing Classrooms Bring New Questions: Environmental Influences, Self-Efficacy, and Achievement: (511122018-001).” 2018.
[49]	J. Chen et al., “Sustainable interior design: A new approach to intelligent design and automated manufacturing based on Grasshopper,” Comput. Ind. Eng., vol. 183, p. 109509, Sep. 2023.
[50]	Y. O’ Connor and C. Mahony, “Exploring the Impact of Augmented Reality on Student Academic Self-Efficacy in Higher Education.” 2023.