Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran dan Pembelajaran
Vol. 12 No. 2 (2026): June (IN PRESS)

An Exploratory Factor Analysis for Measuring the Four Cs of Lower-grade Primary Students

Meta Br Ginting (Universitas Sari Mutiara Indonesia)
Rispah Purba (Universitas Cenderawasih)
Winny Sunfriska br Limbong (Universitas Sari Mutiara Indonesia)
Amelia Amanda (Universitas Sari Mutiara Indonesia)
Dwi Ribka Sitanggang (Universitas Sari Mutiara Indonesia)



Article Info

Publish Date
09 Jun 2026

Abstract

This study aims to develop a valid and reliable measurement factor for the Four Cs tailored to lower-grade primary school students. This study employed a quantitative non-experimental scale development and validation design utilizing Exploratory Factor Analysis (EFA). Participants comprised 274 second-grade primary school students from ten schools, divided into two phases: an initial trial (n = 76) for item selection and a main EFA trial (n = 198). Data were collected through structured performance observation checklists administered during STEM-based constructive play activities, with dichotomous scoring subsequently analyzed using JASP. EFA initially yielded six factors; however, the sixth factor, comprising a single item, was excluded from the final model as it did not meet the minimum item requirement for a viable factor. Factor loadings across the five retained factors ranged from 0.413 to 0.992. Cronbach's alpha coefficients indicated adequate to excellent internal consistency across factors: the first factor (α = 0.912), the second factor (α = 0.856), the third factor (α = 0.716), the fourth factor (α = 0.796), and the fifth factor (α = 0.544), with an overall reliability of α = 0.884. The findings indicate that the Four Cs can be measured by five factors: effective communication-critical thinking skills, creative expression skills, collaboration skills, communication skills in problem-solving, and creating skills. This study highlights different results from the P21 learning framework, finding that effective communication fosters problem-solving and critical thinking skills, while collaboration encourages creativity and the creation of original works.

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Journal Info

Abbrev

jurnalkependidikan

Publisher

Subject

Education Languange, Linguistic, Communication & Media Mathematics Other

Description

Jurnal Kependidikan: Jurnal Hasil Penelitian dan Kajian Kepustakaan di Bidang Pendidikan, Pengajaran, dan Pembelajaran (JK) contains scientific articles from research in Education, Teaching and Learning which include : 1. Formal/School Education 2. Nonformal/Community Education 3. Informal/Family ...