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Eline Yanty Putri Nasution
Institut Agama Islam Negeri (IAIN) Kerinci
Religion Humanities Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Environmental Science Languange, Linguistic, Communication & Media Library & Information Science Mathematics Physics Public Health Social Sciences Other

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Journal : Al-Jabar : Jurnal Pendidikan Matematika

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Analysis of students' statistical reasoning ability based on personality types Nasution, Eline Yanty Putri; Yulia, Putri; Handican, Rhomiy
Al-Jabar: Jurnal Pendidikan Matematika Vol 16 No 1 (2025): Al-Jabar: Jurnal Pendidikan Matematika
Publisher : Universitas Islam Raden Intan Lampung, INDONESIA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24042/ajpm.v16i1.26539

Abstract

Purposes: This research investigates the extent to which personality traits, as defined by the MBTI framework, influence students' ability to reason statistically in the context of a mathematical statistics course. The study particularly focuses on examining how distinct cognitive tendencies, categorized within the MBTI’s four dimensions, affect students’ capabilities in understanding, organizing, presenting, and interpreting statistical information. Method: A qualitative case study approach was adopted involving eleven students enrolled in a mathematics education program at a higher education institution in Indonesia. Participants completed the MBTI questionnaire to determine their personality classifications. In addition, a statistical reasoning assessment was administered to evaluate their cognitive strategies across established reasoning indicators. Observational data and written explanations were also gathered to enrich the analysis. The findings were interpreted through descriptive qualitative techniques, with triangulation applied to ensure accuracy and credibility. Findings: The analysis revealed that students identified with the STJ and ESTJ personality types exhibited more proficient reasoning patterns, particularly in applying logical steps and organizing data systematically. On the other hand, participants with NTJ or ISFJ traits showed challenges in representing data visually and articulating their thought processes clearly. Interestingly, the Introvert and Extrovert distinction did not appear to influence performance in a meaningful way. Significance: This study offers insights into the role of personality in learning statistics. It emphasizes the need for differentiated instructional methods. Adapting teaching strategies to accommodate varied personality profiles may enhance student engagement and conceptual mastery in statistical learning environments.
Co-Authors Afrima Sari, Nada Albab, Muhammad Alkarim, Agung Alya Fitri, Fifin Amanda Putri Anggraini, Syarifa Anggun Emjasmin Angraini, Firda Aprianita, Renny Asra Nisa Atika Rahayu Ayu Dasmina Azwar Ananda Barianto, Jeb Casanova, Anriany Decha Veronica Defrian, Andri Diyah Hoiriyah Dwi Novelza, Ice Eminarti, Zella fadhillah, ulfa Faradilla, Hanifa Febrionandes, Ikhsan Gunawan, Rilla Gina Hafiz, Abdul Hasrinal Hasrinal Hasrinal, Hasrinal Iin Saltifa Jeb Barianto Laras Sintia Laswadi Laswadi Latifa Dwi Yunisca Listari, Wela Listri Yanti, Rifana Lubis, Farida Hanum Maila Sari Mandalena, Henil Muntazhimah Muntazhimah Nadira Maulida Fitri Nia Monika Sari Novendra, Fazlul Nur Fadhila, Zahratul Nurhaliza, Ema Nurhizrah Gistituati Nurul Asdamayanti Oktafia, Mesi Oktapia, Netra Paskoni Paskoni Pebrianti, Devi Prita Kartika Purnama Hayati Putra, Nirwadi Putri Yulia Putri Yulia, Putri putri, amanda Putri, Rahmi Rahmi Putri Rahmi Putri Rahmi Putri Rahmi, Hanifatul Rhomiy Handican Rusdinal, Rusdinal Rusliah, Nur Sari, Sonia Andam Selvia Erita Sintiya, Soffia Siregar, Nur Fauziah Sri Yunita Ningsih Suci Ika Putri, Shirmaku Verty Nur Amalia Vrasetya, Arshinta Yummita Sakinah Yumna Eriksani Yunisca, Latifa Dwi