Submitted:
16 September 2025
Posted:
17 September 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Literature Review
2.1. Technology and 4D printers in foreign language learning
2.2. Inclusion of 4D printers according to types of learners
2.3. Kinesthetic learners and 4D printers in Language education
2.4.4. D Printers to Maintain Sustainability
3. Methodology
| Items | No. of Items | Cronbach's Alpha |
| Visual | 10 | 0.744 |
| Auditory | 10 | 0.726 |
| Kinesthetic | 10 | 0.733 |
| Total | 30 | 0.835 |
4. Results and Discussion:
5. Conclusion
Recommendations for Future Research
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Correction Statement
References
- Akram, M. W., Zublie, M. F. M., Hasanuzzaman, M., & Rahim, N. A. (2022). Global prospects, advance technologies and policies of energy-saving and sustainable building systems: A review. Sustainability, 14(3), 1316. . [CrossRef]
- Al Nahari, B.B.M.A. Zarbane, K. Beidouri, Z. (2024) Moisture-Responsive Cellulose For 4D Printing. Incertitudes et fiabilité des systèmes multiphysiques.
- Aleshkovski, I.A. Elena, А. Borisenko, A. Gasparishvili, O. Krukhmaleva, Nataliya E. Savina, Alexander, Т. Gasparishvili –, et al. (2024) African Education Market: Peculiarities of the Competitive Environment and Prospects for Russia. Russia and the Contemporary World.
- Boyer, C., Blasco, E., & Ke, C. (2023). Advanced 3D/4D printing for functional materials innovation. Advanced Materials Technologies, 8(23), 2301869. . [CrossRef]
- Chen, X., Despeisse, M., & Johansson, B. (2020). Environmental sustainability of digitalization in manufacturing: A review. Sustainability, 12(24), 10298. . [CrossRef]
- Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334. [CrossRef]
- Dewi, P. Y. A. & Primayana, K. H. (2019). Effect of learning module with setting contextual teaching and learning to increase the understanding of concepts. International Journal of Education and Learning, 1(1), 19-26. . [CrossRef]
- Firoozi, A. A. & Firoozi, A. A. (2023). A systematic review of the role of 4D printing in sustainable civil engineering solutions. Heliyon, 9(10).
- Hansen, J., Fraser, S., Gurevitch, L., Langelaar, W., Miller, T., & Spell, R. (2017). Resurrecting the Archive: 3D printing and interactive technologies in Libraries. Back Story Journal of New Zealand Art, Media & Design History, (3), 65-85. [CrossRef]
- Joshi, S., Rawat, K., Rajamohan, V., Mathew, A. T., Koziol, K., Thakur, V. K., & Balan, A. S. S. (2020). 4D printing of materials for the future: Opportunities and challenges. Applied Materials Today, 18, 100490.. [CrossRef]
- Kalyani, A., Bloom, N., Carvalho, M., Hassan, T. A., Lerner, J., & Tahoun, A. (2021). The diffusion of new technologies (No. w28999). National Bureau of Economic Research..
- Kumar, S. & Kumar, R. (2023). Overview of 3D and 4D printing techniques and their emerging applications in medical sectors. Current Materials Science (Formerly: Recent Patents on Materials Science), 16(2), 143-170. . [CrossRef]
- Lytvynova, S. H., & Soroko, N. V. (2023). Interaction in an educational environment with virtual and augmented reality. Information Technologies and Learning Tools, 98(6), 13. [CrossRef]
- Momeni, F., Liu, X., & Ni, J. (2017). A review of 4D printing. Materials & design, 122, 42-79..
- O’Brien, L. (1985). Learning style questionnaire. Retrieved July 10, 2025, from https://www.michigan.gov//media/Project/Websites/mdhhs/Folder3/Folder96/Folder2/Folder196/Folder1/Folder296/Learning-Style Questionnaire.pdf.
- Oladele, O. K. (2024). Kinesthetic Learning: Hands-On Learning and Active Engagement..
- PMR Market Research. (2024). 4D printing materials market – Global analysis by material type, application, and region. Retrieved July 25, 2025, from https://pmarketresearch.com/chemi/4d-printing-materials-market.
- Quanjin, M., Rejab, M. R. M., Idris, M. S., Kumar, N. M., Abdullah, M. H., & Reddy, G. R. (2020). Recent 3D and 4D intelligent printing technologies: A comparative review and future perspective. Procedia Computer Science, 167, 1210-1219. . [CrossRef]
- Riski, Y. T., Istiq’faroh, N., Sukartiningsih, W., Muhimmah, H. A., Puspita, A. M. I., & Huda, M. N. (2025). Analysis of the Need for P3-Based BIPA Teaching Materials for KPDI Comprehension Reading Skills in Mindanao, Philippines. Journal of Innovation and Research in Primary Education, 4(2), 148-159. . [CrossRef]
- Rima, R., Ruhiat, Y., & Nulhakim, L. (2024). First Language Acquisition at Your Fingertips: A Digital Flipbook Resource for Pre-Service English Teachers. Voices of English Language Education Society, 8(3). . [CrossRef]
- Saudi Ministry of Education. (2025). Sustainable Development. In Ministry of Education, Kingdom of Saudi Arabia. Retrieved July 25, 2025, from https://www.moe.gov.sa/.
- Singh, P., Pandey, V. K., Tripathi, A., Singh, R., Net, T. S. S., Ramniwas, S., & Pandiselvam, R. (2024). 4D Food Printing Technology: Structural Changes to Culinary Art and Beyond. Journal of Food Process Engineering, 47(1), e14535. . [CrossRef]
- Soni, S., Yadav, V., Kumar, D., & Tiwari, S. K. (2024). 3D and 4D Technology for Pharmaceutical Drug Delivery: A Detailed Insight. Drug Delivery Letters. . [CrossRef]
- Sood, S. K., Lamba, Y. S., & Singh, A. K. (2024). Progress and prospects of 3D and 4D printing in sustainable development: A scientometric review. IEEE Transactions on Engineering Management, 71.. [CrossRef]
- Sun, Z., Zhu, M., Shan, X., & Lee, C. (2022). Augmented tactile-perception and haptic-feedback rings as human-machine interfaces aiming for immersive interactions. Nature communications, 13(1), 5224. [CrossRef]
- Xia, Y., Mu, T., Liu, Y., & Leng, J. (2024). Carbon fiber reinforced liquid crystalline elastomer composites: a dual exploration in strength augmentation and transformation flexibility through 4D printing. International Journal of Smart and Nano Materials, 15(2), 312-329. . [CrossRef]
- Zhitin, R. M., & Topilsky, A. G. (2024). Private initiative as a growth factor of Book publishing activity in Russia in the last third of the 18th century. Tambov University Review. Series: Humanities, 29(1), 151-161. . [CrossRef]
| No. | Items | Mean | Standard Deviation | % | Ranking | Decision |
| 5 | If I am taking a test, I can “see” the textbook page and where the answer is located. | 2.32 | 0.833 | 77.5% | 1 | Moderate preference |
| 4 | When trying to remember someone’s telephone number, or something new like that, it helps me to get a picture of it in my mind. | 2.25 | 0.697 | 75.1% | 2 | Moderate preference |
| 2 | I remember something better if I write it down. | 2.24 | 0.646 | 74.5% | 3 | Moderate preference |
| 6 | It helps me to look at the person while listening; it keeps me focused. | 2.22 | 0.818 | 73.9% | 4 | Moderate preference |
| 3 | I get lost or am late if someone tells me how to get to a new place, and I don’t write down the directions. | 2.12 | 0.834 | 70.6% | 5 | Moderate preference |
| 10 | It is better for me to get work done in a quiet place. | 2.12 | 0.678 | 70.6% | 6 | Moderate preference |
| 7 | Using flashcards helps me to retain material for tests. | 1.96 | 0.909 | 65.5% | 7 | Moderate preference |
| 8 | It’s hard for me to understand what a person is saying when there are people talking or music playing. | 1.91 | 0.801 | 63.5% | 8 | Moderate preference |
| 1 | I enjoy doodling and even my notes have lots of pictures and arrows in them. | 1.88 | 0.584 | 62.7% | 9 | Moderate preference |
| 9 | It’s hard for me to understand a joke when someone tells me. | 1.71 | 0.751 | 56.9% | 10 | Moderate preference |
| A | Visual | 20.72 | 2.678 | 69.1% | Moderate preference | |
| 13 | Papers with very small print, blotchy dittos or poor copies are tough on me. | 2.26 | 0.766 | 75.5% | 1 | Moderate preference |
| 12 | It helps to use my finger as a pointer when reading to keep my place. | 2.16 | 0.790 | 72.2% | 2 | Moderate preference |
| 11 | My written work doesn’t look neat to me. My papers have crossed-out words and erasures. | 2.12 | 0.678 | 70.6% | 3 | Moderate preference |
| 17 | My eyes get tired fast, even though the eye doctor says that my eyes are ok. | 2.06 | 0.915 | 68.6% | 4 | Moderate preference |
| 16 | Writing is tiring. I press down too hard with my pen or pencil. | 2.02 | 0.825 | 67.3% | 5 | Moderate preference |
| 20 | If I had the choice to learn new information through a lecture or textbook, I would choose to hear it rather than read it. | 2.00 | 0.843 | 66.7% | 6 | Moderate preference |
| 15 | I remember things that I hear, rather than things that I see or read. | 1.94 | 0.878 | 64.5% | 7 | Moderate preference |
| 14 | I understand how to do something if someone tells me, rather than having to read the same thing to myself. | 1.86 | 0.761 | 62.2% | 8 | Moderate preference |
| 19 | It’s hard for me to read other people’s handwriting. | 1.76 | 0.550 | 58.6% | 9 | Moderate preference |
| 18 | When I read, I mix up words that look alike, such as “them” and “then,” “bad” and “dad.” | 1.44 | 0.595 | 48.0% | 10 | Low preference |
| B | Auditory | 19.62 | 3.365 | 65.4% | Moderate preference | |
| 26 | I find myself needing frequent breaks while studying. | 2.72 | 0.555 | 90.8% | 1 | High Preference |
| 29 | I think better when I have the freedom to move around. | 2.71 | 0.570 | 90.4% | 2 | High Preference |
| 30 | When I can’t think of a specific word, I’ll use my hands a lot and call something a “what-cha-ma- call-it” or a “thing-a-ma-jig.” | 2.65 | 0.479 | 88.2% | 3 | High Preference |
| 22 | I learn best when I am shown how to do something, and I have the opportunity to do it. | 2.59 | 0.692 | 86.5% | 4 | High preference |
| 27 | I am not skilled in giving verbal explanations or directions. | 2.56 | 0.595 | 85.5% | 5 | High preference |
| 28 | I do not become easily lost, even in strange surroundings. | 2.53 | 0.607 | 84.3% | 6 | High preference |
| 24 | I tend to solve problems through a more trial-and-error approach, rather than from a step-by-step method. | 2.49 | 0.598 | 82.9% | 7 | High preference |
| 25 | Before I follow directions, it helps me to see someone else do it first. | 2.49 | 0.608 | 82.9% | 8 | High preference |
| 23 | Studying at a desk is not for me. | 2.26 | 0.724 | 75.3% | 9 | Moderate preference |
| 21 | I don’t like to read directions; I’d rather just start doing. | 2.18 | 0.787 | 72.5% | 10 | Moderate preference |
| C | Kinesthetic | 25.18 | 3.370 | 83.9% | High preference |
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