Jurnal Psikologi Terapan (JPT)
Vol 8 No 1 (2025)

Identifying the Psychological Dimensions of Academic Resilience through Principal Component Analysis

Dedy Surya (Unknown)
Muhammad Athaya Rizqilla (Unknown)
Fahru Azra’i Ansor (Unknown)
Tio Setiawan (Unknown)

Article Info

Publish Date
18 Jul 2025

Abstract

This study aims to identify the core dimensions underlying academic resilience through exploratory confirmatory factor analysis. A total of 27 items representing psychological aspects such as perseverance, self-regulation, self-efficacy, and social support were analyzed using Principal Component Analysis (PCA) with Varimax rotation and Kaiser normalization. The results revealed ten principal components with significant factor loadings on several items, with rotation converging in 21 iterations. These components represent essential aspects of academic resilience, including adaptability, emotional control, achievement motivation, and social support. The findings provide empirical evidence for developing a valid and reliable instrument for measuring academic resilience within the context of higher education in Indonesia.

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Journal Info
Jurnal Psikologi Terapan (JPT)
Website

Abbrev

jpt

Publisher

Universitas Malikussaleh

Subject

Religion Arts Humanities Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Health Professions Law, Crime, Criminology & Criminal Justice Nursing Public Health Social Sciences Other

Description

This journal specifies in ten fields of psychology: 1) psychology of religion, 2) clinical psychology, 3) social psychology, 4) educational psychology,5) industrial and organizational psychology, 6) developmental psychology, 7) indigenous psychology, 8) experimental psychology, 9) psychometrics, and ...