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Suci Nurhayati
Departemen Ilmu Keluarga dan Konsumen Fakultas Ekologi Manusia Institut Pertanian Bogor
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Journal : LEOTECH: Journal of Learning Education and Technology

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Multiple Discriminant Analysis to Measure Critical Thinking by Age, Gender, and Self-Confidence in Elementary Students Amelizky, Olivia; Nurhayati, Suci; Munifah, Afra
LEOTECH: Journal of Learning Education and Technology Vol. 2 No. 1 (2025): LEOTECH: Journal of Learning Education and Technology
Publisher : CV. Akademi Merdeka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70152/leotech.v2i1.100

Abstract

This study is motivated by the importance of critical thinking skills in science learning in elementary schools and the need to understand the factors that may affect it, such as age, gender, and self-confidence of students. The purpose of this study is to analyse whether there is a significant influence of age, gender, and self-confidence on students' critical thinking skills. This research design uses a quantitative approach with the method of multiple discriminant analysis. The research sample consisted of 60 fourth grade students from two elementary schools that had been determined purposively. Data collection survey method were carried out through a critical thinking test and a validated self-confidence questionnaire. Data analysis used SPSS software to determine the classification pattern and contribution of each variable. The results showed that there was no significant effect of age, gender, or self-confidence on students' critical thinking ability. This finding confirms that critical thinking ability is more influenced by other factors outside of these three variables. This research contributes to illustrating that teachers should focus more on learning approaches rather than demographic factors. In the future, this result implies that actively designed and contextualised learning can play a greater role in developing critical thinking ability.
The Mediating Role of Math Anxiety in the Relationship Between Self-Concept and Resilience Among Elementary School Students Munifah, Afra; Amelizky, Olivia; Nurhayati, Suci
LEOTECH: Journal of Learning Education and Technology Vol. 2 No. 1 (2025): LEOTECH: Journal of Learning Education and Technology
Publisher : CV. Akademi Merdeka

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70152/leotech.v2i1.101

Abstract

Learning mathematics in elementary school often causes anxiety in students, which has an impact on their low self-concept and resilience in solving problems. This study aims to examine the mediating role of anxiety on the relationship between self-concept and resilience in learning mathematics in elementary school students. This study used a quantitative research type of non-experimental design survey method. The research sample consisted of 260 elementary school students in grades 3 and 4 who were purposively selected. Data were collected through a scale questionnaire of self-concept, math anxiety, and student resilience. The data analysis technique used was path analysis with the help of SmartPLS 4 software. The results showed that there was a negative relationship between self-concept and anxiety, as well as a positive relationship between self-concept and resilience. Anxiety mediates the relationship between self-concept and student resilience. This study highlight the critical role on affective factors in mathematics learning at the primary school level. The findings are significant for the development of educational interventions that emphasize strengthening self-concept and reducing anxiety to enhance students' future learning resilience.
Co-Authors Adinda, Nazla Sofi Amelizky, Olivia Anang Widodo Anwari Adi Nugroho, Anwari Ariesta, Nabela Aqiella Fadia Astari, Luthfiyyah Zulfaa Azizah, Rafida Damayanti Hasibuan, Ira Darmansah, Tengku Dewi Novitasari Fadhilah, Athiyatus Sholihatul Gusti, Valeria Yekti Kwasaning Krisnadi, Elang Mulyadi, Dea Nadhira Munifah, Afra Munzil Nada, Hana Naqiyya Nadhirah Mulyadi, Dea Ningati, Rachma Kusuma Nur Alaina Rambe, Sallima Nur’Aini, Citra Aisyah Octaviana, dhea Cindy Pratama Pane, Riswanda Rusdarti - Saharani, Savilla Nadya Sitompul, Abdul Lathif Sofi Adinda, Nazla Sucihatiningsih Dian Wisika Prajanti Thesa Kandaga Tri . Wiharti