Jurnal Penelitian dan Evaluasi Pendidikan
Vol. 29 No. 2 (2025)

The academic self-efficacy scale in mathematics using Confirmatory Factor Analysis (CFA)

Nu'man, Mulin (Unknown)
Putri, Dwi Amalia (Unknown)
Nafisah, Fina Durrotun (Unknown)



Article Info

Publish Date
24 Dec 2025

Abstract

The development of an academic self-efficacy instrument is considered necessary for one's ability to manage and complete a series of actions required to accomplish a task. This study aims to develop and test the validity and reliability of the self-efficacy instrument, specifically the Academic Self-Efficacy Questionnaire, comprising 15 items across three dimensions, each with five indicators. The research method in this study involved developing an instrument in six stages. Participation in this study consisted of 203 junior high school and Madrasah Tsanawiyah (MTs) students. Participation was spread across 51 students (25.1%) in Grade VII, 100 students (49.3%) in Grade VIII, and 52 students (25.6%) in Grade IX.  Based on the analysis results, it was found that the 15 items developed were fit because they met eight model fit criteria, including Chi-square = 90.45 < 2df (df = 79),  p-value = 0.17802 ( ≥ 0.05), RMSEA= 0.027  (≤ 0.05), NFI = 0.99 (≥ 0.9), CFI = 1 (≥ 0.9), IFI = 1 (≥ 0.9), GFI = 0.94 (≥ 0.9), AGFI = 0.91 (≥ 0.9), PGFI = 0.62 (≥ 0.6), NNFI = 1.00 (≥ 0.9). Thus, the questionnaire developed is in accordance with the planned dimensions, which reflect the variable of self-efficacy in a valid, reliable, and significant manner, supported by behavioural indicators for each dimension. Therefore, this instrument can be used for further measurement.

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Journal Info

Abbrev

HEPI

Publisher

Subject

Decision Sciences, Operations Research & Management Education

Description

Jurnal Penelitian dan Evaluasi Pendidikan memuat dan menyebarluaskan hasil-hasil penelitian pendidikan dosen, dan penelitian disertasi mahasiswa S3 dari berbagai perguruan tinggi di Indonesia. Hasil-hasil penelitian yang disampaikan pada jurnal ini tidak terbatas pada bidang evaluasi pendidikan ...