Jurnal Pendidikan Ilmu Pengetahuan Alam (JP-IPA)
Vol 7, No 2 (2026): Mei 2026

Profil Literasi Data Siswa pada Pembelajaran IPA Berbasis AI dan Learning Analytics dengan Pendekatan Etnosains

Ida Wati (Universitas Siliwangi)
Fitri Indah Komala (Universitas Siliwangi)
Sri Raspati (Universitas Siliwangi)
Nana Nana (Universitas Siliwangi)



Article Info

Publish Date
22 May 2026

Abstract

Science learning in the era of Artificial Intelligence (AI) and data necessitates the development of students’ data literacy as an essential 21st-century competency. However, students’ data literacy remains underdeveloped, particularly in terms of data analysis and utilization in learning contexts. This study aims to examine students’ data literacy profile in AI-, learning analytics-, and ethnoscience-based science learning. A descriptive quantitative approach was employed, involving eighth-grade junior high school students selected through purposive sampling. Data were collected using a Likert-scale questionnaire validated for reliability (Cronbach’s Alpha = 0.871) and analyzed using descriptive statistics, including mean scores and categorical classification. The results indicate that students’ data literacy was categorized as moderate (mean = 2.92), and learning analytics was also categorized as moderate (mean = 2.91), while artificial intelligence (mean = 3.23) and ethnoscience (mean = 3.23) were categorized as high. These findings suggest that students are able to utilize technology and understand scientific concepts within local contexts; however, their ability to analyze and use data remains underdeveloped. These findings imply the importance of designing science learning in a more structured manner to promote data analysis activities through the contextual and meaningful integration of AI, learning analytics, and ethnoscience.

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Journal Info

Abbrev

JP-IPA

Publisher

Subject

Biochemistry, Genetics & Molecular Biology Chemistry Education Physics

Description

JP-IPA: Jurnal Pendidikan Ilmu Pengetahuan Alam terbitan STKIP Harapan Bima dengan periode terbit setiap bulan Mei dan November (dua kali setahun). Jurnal ini adalah jurnal ilmiah yang dapat diakses terbuka yang menerbitkan artikel hasil konseptual dan hasil penelitian empiris pendidikan IPA ...