The Digital Learning Ecosystem Model to Enhance Digital Literacy Skills of Learners in the Education Sandbox, Chiang Mai Province

Main Article Content

Janejira Arsarkij

บทคัดย่อ

       This Research and Development (R&D) study aimed to: 1) analyze the existing learning ecosystem in Education Sandbox, Chiang Mai Province; 2) develop a digital learning ecosystem model to enhance digital literacy of students in the area; and 3) evaluate the effectiveness of the learning ecosystem model and improve students’ digital literacy. The study was conducted in three phases: exploration, development, and implementation. The participants consisted of 129 stakeholders involved in a needs assessment, 10 experts to validate model development, and 258 school students participating in digital literacy enhancement.


          The research findings revealed: Phase 1) An analysis of the existing learning ecosystem across five dimensions including people, content, process, technology and learning culture. There was a significant differene between the current state which the mean ranged from 3.62 – 3.93, whereas the mean of stakeholders’ expectations ranged from 4.37 – 4.49. The priority needs were identified in the "Content" component (PNI_modified = 0.207), followed by "Technology" (PNI_modified = 0.188), particularly regarding artificial intelligence content, and increasing access to digital technology resources and devices. Phase 2) The developed Digital Learning Ecosystem Model comprised five key steps: (1) Policy and Vision Setting, (2) Preparation, (3) Technology Implementation, (4) Cultivating Learning Culture, and (5) Evaluation and Improvement. The model was evaluated by experts as having a very high level of appropriateness (Mean = 4.65, S.D. = 0.49). Phase 3) The learning ecosystem model was implemented according to the proposed plan, aiming to build a learning culture, to enhance digital technology integration for teachers, and to provide the knowledge of digital technology for learners. Students' digital literacy skills significantly improved after using the model, with the mean score increasing from 2.94 (pre-test) to 3.73 (post-test) at the .05 significance level. The most notable improvements were observed in practical skills and collaborative skills. Furthermore, stakeholders expressed high satisfaction with the model, noting its effectiveness in building confidence and fostering a sustainable digital learning culture. It is recommended that schools, especially in Education Sandbox areas or underserved regions, adopt this model to systematically strengthen digital literacy. Emphasis should also be placed on ongoing teacher development, technology investment, and stakeholder collaboration to ensure sustainability.

Article Details

รูปแบบการอ้างอิง
Arsarkij, J. (2025). The Digital Learning Ecosystem Model to Enhance Digital Literacy Skills of Learners in the Education Sandbox, Chiang Mai Province . วารสารศึกษาศาสตร์ มหาวิทยาลัยสงขลานครินทร์ วิทยาเขตปัตตานี, 36(3). สืบค้น จาก https://so02.tci-thaijo.org/index.php/edupsu/article/view/277404
ประเภทบทความ
บทความวิจัย

เอกสารอ้างอิง

Atchoarena, D., & Howells, A. (2021). Advancing learning cities: Lifelong learning and the creation of a learning society. In S. Ra, S. Jagannathan, & R. Maclean (Eds.), Powering a learning society during an age of disruption (Vol. 58, pp. 165–180). Springer. https://doi.org/10.1007/978-981-16-0983-1_12

Belessova, D., Ibashova, A., Bosova, L., & Shaimerdenova, G. (2023). Digital learning ecosystem: Current state, prospects, and hurdles. Open Education Studies, 5(1), 20220179. https://doi.org/10.1515/edu-2022-0179

Centre for Strategic and International Studies. (2024). The digital literacy imperative. CSIS. https://www.csis.org/analysis/digital-literacy-imperative

Chuenchom, S., Jairak, K., & Kowan, U. (2021). Digital literacy skill development of Chiang Mai Rajabhat University students for improving learning quality. Journal of Information Science, 39(2), 1–20. https://doi.org/10.14456/jiskku.2021.8 [in Thai]

EduSandbox. (2023). InnoSchool overview. https://www.edusandbox.com/innoschool-overview/

European Commission. (2019). Key competences for lifelong learning. Publications Office of the European Union. https://data.europa.eu/doi/10.2766/569540

Fowler, G. (2023). The importance of digital literacy in the modern world. GSD Ventures. https://www.gsdvs.com/post/the-importance-of-digital-literacy-in-the-modern-world

Global Education Futures. (2020). Learning ecosystems: An emerging praxis for the future of education. Global Education Futures & Moscow School of Management SKOLKOVO. https://inee.org/sites/default/files/resources/LA_eng_1.pdf

Google. (2025). Gemini [Large language model]. https://gemini.google.com

Juicharern, A. (2019). Learning ecosystem. Posttoday. https://www.posttoday.com/economy/news/578269 [in Thai]

Kharas, H., McArthur, J. W., & Dooley, C. (2022). The digital literacy imperative. Center for Strategic & International Studies. https://www.csis.org/analysis/digital-literacy-imperative

Limsuwannarot, O., Chanma, C., & Jarujittipan, P. (2023). Developmental guidelines to be an educational innovative organization for the basic schools in the Education Sandbox of Thailand. Asia Social Issues, 17(3), e254720. https://doi.org/10.48048/asi.2024.254720 [in Thai]

Maneehaet, S., & Wannapiroon, P. (2019). A digital learning ecosystem with artificial intelligence for smart learning. Journal of Education and Innovation, 21(2), 359–373. https://so06.tci-thaijo.org/index.php/edujournal_nu/article/view/159123 [in Thai]

National Science and Technology Development Agency. (2020). Digital literacy. https://www.nstda.or.th/th/nstda-knowledge/142-knowledges/2632 [in Thai]

Nguyen, L. T., Kanjug, I., Lowatcharin, G., Manakul, T., Poonpon, K., Sarakorn, W., Somabut, A., Srisawasdi, N., Traiyarach, S., & Tuamsuk, K. (2023). Digital learning ecosystem for classroom teaching in Thailand high schools. Sage Open, 13(1). https://doi.org/10.1177/21582440231158303

Nielsen, R., Llorente, I., Virtanen, J., & Guillen, J. (Eds.). (2025). The 2024 aquaculture economic report. Publications Office of the European Union. https://data.europa.eu/doi/10.2760/5049952

OECD. (2020). Innovative learning environments: A framework for education sandboxes. Organisation for Economic Co-operation and Development. https://www.oecd.org/education

OECD. (2023). Digital skills and digital inclusion. Organisation for Economic Co-operation and Development. https://www.oecd.org/content/dam/oecd/en/about/projects/cfe/oecd-city-network-on-jobs-and-skills/Briefing-note-Digital-skills-and-digital-inclusion.pdf

Office of the Education Council, Ministry of Education. (2021). Conditions for arranging a learning ecosystem suitable for the context of Thailand. S.B.K. Printing. [in Thai]

OpenAI. (2025). ChatGPT (Mar 2025 version) [Large language model]. https://openai.com

Pinto-Llorente, A. M., & Izquierdo-Álvarez, V. (2024). Digital learning ecosystem to enhance formative assessment in second language acquisition in higher education. Sustainability, 16(11), 4687. https://doi.org/10.3390/su16114687

Reddy, P., Chaudhary, K., & Hussein, S. (2023). A digital literacy model to narrow the digital literacy skills gap. Heliyon, 9(3), e14878. https://doi.org/10.1016/j.heliyon.2023.e14878

Saiyaporn, A. (2022). Creating a learning ecosystem…towards developing learners as lifelong learners. Educathai. https://www.educathai.com/knowledge/articles/586 [in Thai]

Setthawatbodee, S., Klangphahol, K., Ju-ngam, B., Phadungsilp, P., & Sawasdee, A. (2023). The study of learning ecosystem of educational institutions in Pathum Thani Province. Education Journal Faculty of Education, Nakhon Sawan Rajabhat University, 6(1), 102–113. https://so02.tci-thaijo.org/index.php/edunsrujo/article/view/258633 [in Thai]

Theodotou, M. (2020, December 14). Learning ecosystem: Why you need one, how to build it. Association for Talent Development. https://www.td.org/insights/learning-ecosystem-why-you-need-one-now-and-how-to-build-it

UNESCO. (2021). Digital literacy global framework (DLGF). United Nations Educational, Scientific and Cultural Organization. https://unesco.org/digital-literacy-framework

UNICEF Office of Global Insight and Policy. (2020). Digital literacy: Scoping review. UNICEF. https://www.unicef.org/innocenti/media/1216/file/%20UNICEF-Global-Insight-digital-literacy-scoping-paper-2020.pdf

Wongwanich, S. (2015). Needs assessment research (3rd ed.). Chulalongkorn University Book Centre. [in Thai]

Yuangsoi, P., & Wannakhao, C. (2023). Digital literacy skills for learning in the new normal. Journal of Graduate School Sakon Nakhon Rajabhat University, 20(91), 1–10. [in Thai]