Мобильные средства «бесшовного» обучения исследовательской деятельности: эффективные стратегии для повышения результатов обучения концептуальной математике студентов в цифровую эпоху
https://doi.org/10.17853/1994-5639-2025-5-68-90
Аннотация
Введение. В цифровую эпоху критически важным становится использование инновационных стратегий и подходов, основанных на технологиях, способствующих улучшению концептуальных результатов обучения математике. Использование мобильных технологий, MoSIM позволяет студентам участвовать в исследовательских мероприятиях в любое время и в любом месте, преодолевая ограничения традиционного классного обучения.
Цель настоящего исследования разработка и оценка мобильных средств «бесшовного» обучения исследовательской деятельности (MoSIM).
Методология, методы и методики. Исследование было проведено с использованием модели педагогического дизайна ADDIE. Анализ данных включал парный t-тест и расчет прироста (N-gain) для оценки улучшения концептуальных результатов обучения.
Результаты и научная новизна. Результаты показывают, что MoSIM значительно улучшает концептуальное понимание студентов, что подтверждается статистически значимой разницей результатов (Sig. < 0.001) и процентом прироста (N-gain) 72,42 %. Это исследование представляет инновационное образовательное решение, объединяющее IBL и «бесшовное обучение» в мобильном формате, адаптированном к характеристикам поколения Z, которое обладает высокой цифровой грамотностью.
Практическая значимость. MoSIM обеспечивает практичное и гибкое решение для преподавания абстрактных математических концепций за пределами ограничений классного времени. Его успешное применение служит моделью для интеграции мобильных технологий в другие учебные контексты.
Ключевые слова
Об авторах
М. ДжуниантариИндонезия
Джуниантари Маде – докторант кафедры образовательных технологий
Маланг
Н. С. Дегенг
Индонезия
Дегенг И Ньоман Судана – профессор кафедры образовательных технологий
Маланг
С. Улфа
Индонезия
Улфа Саида – профессор кафедры образовательных технологий
Маланг
А. Накая
Япония
Накая Аями – профессор Высшей школы гуманитарных и социальных наук
Хиросима
Список литературы
1. Suh J., Matson K., Seshaiyer P., Jamieson S., Tate H. Mathematical modeling as a catalyst for equitable mathematics instruction: preparing teachers and young learners with 21st century skills. Mathematics. 2021;9(2):1–20. Accessed October 23, 2024. https://www.mdpi.com/2227-7390/9/2/162
2. Maass K., Geiger V., Ariza M.R., Goos M. The role of mathematics in interdisciplinary STEM education. ZDM – Mathematics Education. 2019;51(6):869–884. Accessed February 27, 2024. https://link.springer.com/article/10.1007/s11858-019-01100-5
3. Al-Mutawah M.A., Thomas R., Eid A., Mahmoud E.Y., Fateel M.J. Conceptual understanding, procedural knowledge and problem-solving skills in mathematics: high school graduates work analysis and standpoints. International Journal of Education and Practice. 2019;7(3):258–273. Accessed November 06, 2024. https://archive.conscientiabeam.com/index.php/61/article/view/600
4. Kilpatrick J., Swafford J. Helping Children Learn Mathematics. Washington DC: National Academy Press; 2001. 52 p.
5. Martin W.G. Principles and Standards for School Mathematics. Virginia: National Council of Teachers of Mathematics; 2000. 402 p.
6. Rittle-Johnson B., Siegler R.S. The relation between conceptual and procedural knowledge in learning mathematics: a review. In: Donlan C., ed. The Development of Mathematical Skills. London: Psychology Press; 2021:75–110. doi:10.4324/9781315784755-6
7. OECD. PISA 2022 Results (Volume I): The State of Learning and Equity in Education. Paris: OECD Publishing; 2023. 491 p. doi:10.1787/53f23881-en
8. Kemendikbudristek. PISA 2022 dan Pemulihan Pembelajaran di Indonesia. Jakarta: Balai Penjaminan Mutu Pendidikan (BPMP); 2023. (In Indonesian) Accessed February 07, 2024. https://lpmpdki.kemdikbud.go.id/pisa-2022-dan-pemulihan-pembelajaran-di-indonesia/
9. Kemdikbud. Rencana Strategis Kementerian Pendidikan dan Kebudayaan 2020–2024. Jakarta: Kementerian Pendidikan dan Kebudayaan; 2020. (In Indonesian) Accessed February 07, 2024. https://dikti.kemdikbud.go.id/wp-content/uploads/2020/10/RENSTRA-KEMENDIKBUD-full-version.pdf
10. Ramadhani R., Umam R., Abdurrahman A., Syazali M. The effect of flipped-problem based learning model integrated with LMS-Google classroom for senior high school students. Journal for the Education of Gifted Young Scientists. 2019;7(2):137–158. Accessed March 04, 2024. https://dergipark.org.tr/en/pub/jegys/issue/45717/548350
11. Jankvist U.T., Niss M. Upper secondary school students’ difficulties with mathematical modelling. International Journal of Mathematical Education in Science and Technology. 2020;51(4):467–496. Accessed May 17, 2024. https://www.tandfonline.com/doi/full/10.1080/0020739X.2019.1587530
12. Attard C., Holmes K. “It gives you that sense of hope”: an exploration of technology use to mediate student engagement with mathematics. Heliyon. 2020;6(1):1–11. Accessed June 01, 2024. https://www.sciencedirect.com/science/article/pii/S2405844019366046
13. Sun J., Anderson R.C., Lin T.J., Morris J.A., Miller B.W., Ma S., Nguyen-Jahiel K.T., Scott T. Children’s engagement during collaborative learning and direct instruction through the lens of participant structure. Contemporary Educational Psychology. 2022;69(102061):1–19. Accessed February 17, 2024. https://www.sciencedirect.com/science/article/abs/pii/S0361476X22000200
14. Andrews-Larson C., Johnson E., Peterson V., Keller R. Doing math with mathematicians to support pedagogical reasoning about inquiry-oriented instruction. Journal of Mathematics Teacher Education. 2021;24(2):127–154. Accessed May 16, 2024. http://link.springer.com/10.1007/s10857-019-09450-3
15. Freeman S., Eddy S.L., McDonough M., Smith M.K., Okoroafor N., Jordt H., Wenderoth M.P. Active learning increases student performance in science, engineering, and mathematics. Psychological and Cognitive Sciences. 2014;111(23):8410–8415. Accessed May 17, 2024. https://pnas.org/doi/full/10.1073/pnas.1319030111
16. Istikomah E. The relationship between conceptual understanding and student learning outcomes through the use of geometers Sketchpad software. In: Journal of Physics: Conference Series; 2019; Bandung, Indonesia. Accessed November 12, 2024. https://iopscience.iop.org/article/10.1088/1742-6596/1157/4/042070
17. Laursen S.L., Rasmussen C. I on the prize: inquiry approaches in undergraduate mathematics. International Journal of Research in Undergraduate Mathematics Education. 2019;5(1):129–146. Accessed February 10, 2024. http://link.springer.com/10.1007/s40753-019-00085-6
18. Gómez-Chacón I.M., Bacelo A., Marbán J.M., Palacios A. Inquiry-based mathematics education and attitudes towards mathematics: tracking profiles for teaching. Mathematics Education Research Journal. 2023;36:715–743. Accessed May 18, 2024. https://link.springer.com/10.1007/s13394-02300468-8
19. Kilbane C.R., Milman N.B. Teaching Models-Designing Instruction for 21st Century Learners. 1st ed. USA: Pearson Education; 2014. 500 p.
20. Schallert S., Lavicza Z., Vandervieren E. Merging flipped classroom approaches with the 5E inquiry model: a design heuristic. International Journal of Mathematical Education in Science and Technology. 2022;53(6):1528–1545. Accessed January 27, 2024. https://www.tandfonline.com/doi/full/10.1080/0020739X.2020.1831092
21. Love B., Hodge A., Corritore C., Ernst D.C. Inquiry-based learning and the flipped classroom model. Primus. 2015;25(8):745–762. Accessed February 15, 2024. http://www.tandfonline.com/doi/full/10.1080/10511970.2015.1046005
22. Suárez Á., Specht M., Prinsen F., Kalz M., Ternier S. A review of the types of mobile activities in mobile inquiry-based learning. Computers & Education. 2018;118:38–55. Accessed March 04, 2024. https://www.sciencedirect.com/science/article/pii/S0360131517302397
23. Moon J., Lee D., Choi G.W., Seo J., Do J., Lim T. Learning analytics in seamless learning environments: a systematic review. Interactive Learning Environments. 2023;32(7):3208–3225. Accessed February 15, 2024. https://www.tandfonline.com/doi/full/10.1080/10494820.2023.2170422
24. Wong L.H., Looi C.K. What seams do we remove in mobile-assisted seamless learning? A critical review of the literature. Computers & Education. 2011;57(4):2364–2381. Accessed January 29, 2024. https://www.sciencedirect.com/science/article/abs/pii/S0360131511001369
25. Chan T.W., Roschelle J., Hsi S., Kinshuk K., Sharples M. One-to-one technology-enhanced learning: an opportunity for global research collaboration. Research and Practice in Technology Enhanced Learning. 2006;1(1):3–29. Accessed February 02, 2024. https://telearn.hal.science/hal-00190632/document
26. Safiah I., Degeng I.N.S., Setyosari P., Ulfa S. Design and development of seamless learning to improving learning outcome of Islamic economic course: a case study in Indonesia. Journal of E-Learning and Knowledge Society. 2020;16(3):60–67. Accessed March 04, 2024. https://www.je-lks.org/ojs/index.php/Je-LKS_EN/article/view/1135249
27. Ulfa S., Surahman E., Octaviani H.I. Mobile seamless language learning framework to improving students’ speaking skills for junior high students during pandemic Convid-19: a case study in indonesian context. In: Proceedings of the 1st International Conference on Information Technology and Education; 2020; Paris, France. Accessed January 29, 2024. https://www.atlantis-press.com/article/125948752
28. Ramansyah W., Praherdhiono H., Degeng I.N.S., Kuswandi D. A gamified MOOC: the development of an interactive Moodle-based learning environment. Ubiquitous Learning: An International Journal. 2023;17(1):93–119. Accessed May 15, 2024. https://cgscholar.com/bookstore/works/a-gamified-mooc
29. Song Y., Wen Y. Integrating various apps on BYOD (Bring Your Own Device) into seamless inquiry-based learning to enhance primary students’ science learning. Journal of Science Education and Technology. 2018;27(2):165–176. Accessed May 22, 2024. http://link.springer.com/10.1007/s10956-017-9715-z
30. Hendrowibowo L., Kristanto W. Seamless learning implementation to improve student-teacher skills in lesson planning. The International Journal of Technologies in Learning. 2023;31(1):1–23. Accessed February 02, 2024. https://cgscholar.com/bookstore/works/seamless-learning-implementation-to-improve-studentteacher-skills-in-lesson-planning
31. Paristiowati M., Fitriani E., Aldi N.H. The effect of inquiry-flipped classroom model toward students’ achievement on chemical reaction rate. In: The 4th International Conference on Research, Implementation, and Education of Mathematics and Science; May 15–16, 2017; Yogyakarta, Indonesia. Accessed February 10, 2024. https://pubs.aip.org/aip/acp/article/641767
32. Capaldi M. Including inquiry-based learning in a flipped class. PRIMUS. 2015;25(8):736–744. Accessed November 11, 2024. http://www.tandfonline.com/doi/full/10.1080/10511970.2015.1031303
33. Ariani D.N., Sumantri M.S., Wibowo F.C. The impact of Android module-based inquiry flipped classroom learning on mathematics problem solving and creative thinking ability. International Journal of Interactive Mobile Technologies. 2022;16(24):32–46. Accessed May 10, 2024. https://online-journals.org/index.php/i-jim/article/view/35749
34. Anderson L., Krathwohl D., Airasian P., Cruikshank K., Mayer R., Pintrich P., et al. A Taxonomy for Learning, Teaching, and Assessing: A Revision of Bloom’s Taxonomy of Educational Objectives. 1st ed. New Jersey: Pearson; 2000. 336 p.
35. Donlan C. The Development of Mathematical Skills. 1st ed. London: Psychology Press; 2022. 268 p.
36. Hiebert J. Conceptual and Procedural Knowledge: The Case of Mathematics. New Jersey: Lawrence Erlbaum Associates Publishers; 1986. 326 p.
37. Mumu J., Tanujaya B. Measure reasoning skill of mathematics students. International Journal of Higher Education. 2019;8(6):85–91. Accessed November 12, 2024. http://www.sciedu.ca/journal/index.php/ijhe/article/view/16347
38. Yu R., Singh K. Teacher support, instructional practices, student motivation, and mathematics achievement in high school. The Journal of Educational Research. 2018;111(1):81–94. Accessed November 12, 2024. https://www.tandfonline.com/doi/full/10.1080/00220671.2016.1204260
39. Koskinen R., Pitkäniemi H. Meaningful learning in mathematics: a research synthesis of teaching approaches. International Electronic Journal of Mathematics Education. 2022;17(2):1–15. Accessed November 12, 2024. https://www.iejme.com/article/meaningful-learning-in-mathematics-a-research-synthesis-of-teaching-approaches-11715
40. Herwinarso, Koswojo J., Pratidhina E. Development of an inquiry-based module with scientific equipment to facilitate primary school students learning the force concept. Journal of Education and e-Learning Research. 2023;10(2):314–322. Accessed December 16, 2024. http://asianonlinejournals.com/index.php/JEELR/article/view/4617
41. Arends R.I. Learning to Teach. 10th ed. McGraw-Hill Education; 2015. 608 p.
42. Kuhlthau C.C., Maniotes L.K., Caspari A.K. Guided Inquiry: Learning in the 21st Century. 2nd ed. California: Libraries Unlimited; 2015. 254 p.
43. Joyce B., Weil M. Models of Teaching. 9th ed. Pearson; 2014. 480 p.
44. Panjaitan M.B., Siagian A. The effectiveness of inquiry based learning model to improve science process skills and scientific creativity of junior high school students. Journal of Education and e-Learning Research. 2020;7(4):380–386. Accessed December 16, 2024. http://asianonlinejournals.com/index.php/JEELR/article/view/2293
45. Song Y. “Bring Your Own Device (BYOD)” for seamless science inquiry in a primary school. Computers & Education. 2014;74:50–60. Accessed February 02, 2024. https://www.sciencedirect.com/science/article/abs/pii/S0360131514000153
46. Looi C., Seow P., Zhang B., So H., Chen W., Wong L. Leveraging mobile technology for sustainable seamless learning: a research agenda. British Journal of Educational Technology. 2010;41(2):154–69. Accessed January 29, 2024. https://bera-journals.onlinelibrary.wiley.com/doi/10.1111/j.14678535.2008.00912.x
47. Zhang B.H., Looi C.K. Developing a sustainable education innovation for seamless learning. Procedia – Social and Behavioral Sciences. 2011;15:2148–2154. Accessed February 2, 2024. https://www.sciencedirect.com/science/article/pii/S187704281100615X
48. Li C., Wang B., Li J., Fang Y. A review research on mobile social networking application in constructing seamless learning space. In: Proceedings of the 2013 International Academic Workshop on Social Science; 2013; Paris, France. Accessed February 02, 2024. http://www.atlantis-press.com/php/paper-details.php?id=9483
49. Branch R.M. Instructional Design: The ADDIE Approach. New York: Springer; 2009. 203 p.
50. Suartama I.K., Setyosari P., Sulthoni S., Ulfa S. Development of an instructional design model for mobile blended learning in higher education. International Journal of Emerging Technologies in Learning. 2019;14(16):4–22. Accessed November 21, 2024. https://online-journals.org/index.php/ijet/article/view/10633
51. Richey R.C. Validating instructional design and development models. In: Spector J.M., Ohrazda C., Schaack A.V., Wiley D.A., eds. Innovations in Instructional Technology. 1st ed. New York: Routledge; 2005:171–185. doi:10.4324/9781410613684-16
52. Kamber D., Takaci D. On problematic aspects in learning trigonometry. International Journal of Mathematical Education in Science and Technology. 2018;49(2):161–175. Accessed January 24, 2024. https://www.tandfonline.com/doi/full/10.1080/0020739X.2017.1357846
53. Urrutia F.J.Z., Loyola C.C., Marín M.H. A tangible user interface to facilitate learning of trigonometry. International Journal of Emerging Technologies in Learning. 2019;14(23):152–164. Accessed January 28, 2024. https://online-journals.org/index.php/i-jet/article/view/11433
54. Buchori A., Pramasdyasari A.S., Senowarsito S., Osman S., Fadila N. Virtual lab geometry development as online learning media alternatives at Universitas PGRI Semarang and Universiti Teknologi Malaysia. TEM Journal. 2023;12(1):414–423. Accessed November 21, 2024. https://www.temjournal.com/content/121/TEMJournalFebruary2023_414_423.html
55. Degeng I.N.S. Mencari Paradigma Baru Pemecahan Masalah Belajar Dari Keteraturan Menuju ke Kesemrawutan. Malang: Institut Keguruan dan Ilmu Pendidikan Malang; 1998. 47 p. (In Indonesian)
56. National Council of Teachers of Mathematics. Principles and Standards for School Mathematics: An Overview. National Council of Teachers of Mathematics; 2000. 20 p.
57. Prasetyani I., Darojah D.M., Novianti N., Sulisworo D. Developing eXeLearning application through project-based learning. In: The Sixth Seminar Nasional Pendidikan Matematika; November 03, 2018; Yogyakarta, Indonesia. Accessed May 23, 2024. https://iopscience.iop.org/article/10.1088/1742-6596/1188/1/012068
Рецензия
Для цитирования:
Джуниантари М., Дегенг Н.С., Улфа С., Накая А. Мобильные средства «бесшовного» обучения исследовательской деятельности: эффективные стратегии для повышения результатов обучения концептуальной математике студентов в цифровую эпоху. Образование и наука. 2025;27(5):68-90. https://doi.org/10.17853/1994-5639-2025-5-68-90
For citation:
Juniantari M., Degeng N.S., Ulfa S., Nakaya A. Mobile seamless inquiry media: effective strategies for enhancing students’ conceptual mathematics learning outcomes in the digital era. The Education and science journal. 2025;27(5):68-90. https://doi.org/10.17853/1994-5639-2025-5-68-90