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INDONESIA
Journal of Innovation in Educational and Cultural Research
Published by Yayasan Keluarga Guru Mandiri
ISSN : 27229688     EISSN : 27229696     DOI : https://doi.org/10.46843/jiecr
Core Subject : Education,
Education
This journal publishes research articles on various innovation education that are interesting and have an impact on the development of education. The journal publishes articles on interdisciplinary content and cross-field dimensions related to education from various cultural perspectives. The journal includes, but is not limited to the following fields: Education Method Innovation Education Technology Innovation Cultural History Cultural Studies Innovation Learning Innovation Training Innovation Teaching Innovation
Arjuna Subject : Ilmu Sosial - Pendidikan
Articles 21 Documents
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Search results for , issue "Vol 6, No 3 (2025)" : 21 Documents clear
Applying Unsupervised Possibilistic Fuzzy C-Means to Cluster Teachers' Online Practices Guldana A. Begimbetova; Heri Retnawati; Bruri Moch. Triyono; Haryanto Haryanto; Gulzhaina K. Kassymova; Slamet Suyanto
Journal of Innovation in Educational and Cultural Research Vol 6, No 3 (2025)
Publisher : Yayasan Keluarga Guru Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46843/jiecr.v6i3.2297

Abstract

This research examines the digital literacy skills of teachers in Finnish education using a dataset of 4,988 teachers from 2017 to 2019. The dataset includes variables such as gender, age, level of urbanization, self-efficacy, professional development, digital engagement, and information skills. Teachers were categorized based on their digital competence. The study uses Unsupervised C-Mediums (UPFCM) clustering to analyze teachers' online experiences and identify distinct groups. Descriptive statistics and correlation analyses reveal relationships between key variables, suggesting that self-efficacy, teaching relevance, and digital engagement significantly influence teachers' digital literacy. The results indicate different digital competence profiles, providing insights into professional development needs. The study highlights the importance of personalized learning programs to enhance digital competence and bridge skill gaps. Using an advanced clustering approach, this study contributes to understanding teachers' digital skills. Provides a foundation for data-driven educational advancements aimed at increasing digital literacy in the teaching profession.

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