JEES: Journal of Education and Educational Sciences
Vol. 3 No. 1 (2026): JEES: Journal of Education and Educational Sciences

Interpersonal Relationships and Academic Performance: Discriminant Analysis and ANOVA of Elementary School Students

Naila Amania Fitriani (Institut Prima Bangsa)
Fitriyah Nurunnisa (Institut Prima Bangsa)
Sri Rahayu (Institut Prima Bangsa)
M. Ridho Akbar (UIN SyarifKasim Riau)



Article Info

Publish Date
11 Sep 2026

Abstract

Although academic achievement and interpersonal relationships are recognized as closely related components of elementary education, limited evidence has examined these relationships simultaneously among young Indonesian students. This study investigated whether relationships with parents, teachers, and peers differentiated levels of academic achievement among elementary school students. A total of 240 fourth- and fifth-grade students were classified into three achievement groups based on report card scores: adequate (<80, n = 89), remarkable (80–84.9, n = 83), and exceptional (≥85, n = 68). Interpersonal relationships were measured using a 21-item Likert-scale questionnaire ranging from 1 (strongly disagree) to 4 (strongly agree). Data were analyzed using confirmatory factor analysis, one-way ANOVA, canonical discriminant analysis, and multinomial logistic regression in SPSS and SmartPLS 4. The results showed no significant differences among achievement groups in parent relationships, F (2, 237) = 0.38, p = .684, ηp² = .003. Peer relationships showed a non-significant tendency, F (2, 237) = 2.53, p = .082, ηp² = .021. In contrast, teacher relationships differed significantly across achievement levels, F (2, 237) = 3.33, p = .038, ηp² = .027. Canonical discriminant analysis further indicated that the three relationship dimensions jointly differentiated the achievement groups, Wilks’ λ = .940, p = .023. Overall classification accuracy reached 43.8%, with the highest accuracy obtained for the exceptional-achievement group. These findings provide comparative evidence that teacher-student relationships are the strongest and most consistent interpersonal differentiator of academic achievement, while parent and peer relationships show weaker distinctions across achievement levels.

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Journal Info

Abbrev

jees

Publisher

Subject

Education Other

Description

Journal of Education and Educational Sciences publishes a scientific paper on the results of the study and review of the literature in the field of education after double-blind peer review. JEES publishes original articles on the latest issues and trends occurring regionally and internationally in ...