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All Journal Jurnal Penelitian Pendidikan IPA (JPPIPA) Edukasi Islami: Jurnal Pendidikan Islam JURNAL PENDIDIKAN TAMBUSAI JURNAL PENELITIAN MUWAZAH: Jurnal Kajian Gender Forum Tarbiyah Journal of Islamic Law Absorbent Mind JIPMukjt:Jurnal Ilmu Pendidikan Muhammadiyah Kramat Djati Al-MIKRAJ: Jurnal studi Islam dan Humaniora Prosiding Seminar Nasional Pendidikan, Bahasa, Sastra, Seni, dan Budaya Indonesian Research Journal on Education Tadibia Islamika: Journal of Holistic Islamic Education Jurnal Penelitian Indonesian Journal of Islamic Elementary Education Sahmiyya: Jurnal Ekonomi dan Bisnis Cigarskruie Edukasia Islamika: Jurnal Pendidikan Islam Journal of Conflict and Social Class (JCSC)
Moh. Muslih
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Journal : Jurnal Penelitian Pendidikan IPA (JPPIPA)

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Mathematical Resilience and Academic Science Emotion in Students: New Insights from Canonical Correlation Analysis Mahmudah, Umi; Muslih, Moh.
Jurnal Penelitian Pendidikan IPA Vol 11 No 4 (2025): April
Publisher : Postgraduate, University of Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jppipa.v11i4.8838

Abstract

This research aims to explore the correlation between mathematical resilience and academic science emotion and provides new insights into this association through the application of canonical correlation analysis. The study involved a sample of 191 students from a state university in Central Java, Indonesia. Participants completed self-report measures to assess their levels of mathematical resilience and academic science emotion. Data was collected by randomly distributing questionnaires to students, evaluating five indicators of academic resilience (self-efficacy, planning, control, low anxiety, persistence) and three indicators of science emotions (class-related emotions, learning-related emotions, test emotions). Canonical correlation analysis was conducted to examine the multidimensional relationship between these variables and identify underlying patterns and associations. The analysis, conducted using R programming, yielded canonical correlation coefficients of 0.785, 0.396, and 0.119, indicating a significant positive linear relationship between the analyzed variables. These findings provide insight for educators and policymakers to design interventions that enhance both mathematical resilience and emotional well-being in science education
Co-Authors Abul Mafaakhir Aenurofik Anisa, Salma Anisatul Mufidah Asari Asari, Asari Dewi Anggraeni Eko Pradipta Kurnaedi Fadhlani, Aldi Hasani Harfi Ghozani, Sobi Halwa Anjumi Hendri Hermawan Adinugraha Herlambang, Saifuddin Kurnaedi, Eko Pradipta Mochamad Iqbal Abdul Ghonii musyafak Musyafak Naffati, Abdel Kadir Ridwansyah Ridwansyah RIZQINA, AULIA LAILY Shodikun, Shodikun Slamet Untung Soebari, Titien Soewastiningsih Soebari, Titien Soewastiningsing Subhi, Muhamad Rifa'i Titien Soewastiningsih Soebari Umi Mahmudah Uspari, Nafa Alfaini Wan Hasmah Wan Mamat Zamroni Zamroni