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I Ketut Budayasa
Universitas Negeri Surabaya
Religion Arts Humanities Automotive Engineering Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Library & Information Science Mathematics Mechanical Engineering Physics Public Health Social Sciences Transportation Other

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New Insights into Probabilistic Thinking: A Study of Cognitive Styles and Probability Problem-Solving among Masculine Male Students Supratman; Enda budi rahaju; I Ketut Budayasa
International Journal of Ethno-Sciences and Education Research Vol. 6 No. 2 (2026): International Journal of Ethno-Sciences and Education Research (IJEER)
Publisher : Research Collaboration Community (Rescollacom)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46336/ijeer.v6i2.1268

Abstract

This study investigated a new insight into the probabilistic thinking of male mathematics education students with Field-Independent cognitive style. One student with masculine male and a Field-Independent cognitive style (MLI) based on the GEFT test and a gender questionnaire, while also considering mathematical ability assessed through UTBK SBMPTN questions. From 20 students with medium-level mathematical ability, MLI was chosen to participate in a probability problem-solving test conducted at the Faculty of Teacher Training and Education, Universitas Sembilanbelas November Kolaka. This research employed a descriptive qualitative method with a case study design. The results indicate that MLI's probabilistic thinking is highly proficient. Based on Polya’s four problem-solving stages, MLI effectively identified given information, recorded data accurately, and answered in a structured manner, although he did not explicitly write the combination formula or binomial distribution. In the "looking back" stage, while MLI did not rewrite the final answer, interviews confirmed that he had rechecked his work, verifying each step to obtain the correct probability value
Co-Authors ABADI AFFIATI OKTAVIARINA Afifah, Lilla Agis Sagita Widyaningrum Agung Lukito Agung Lukito Agung Lukito AGUNG LUKITO Agung Lukito Agung Lukito Nusantara Ahmad Isroil Ahmad Isroil, Ahmad Altika Dwi Mawarni Syah Ambarwati, Sukma Kusuma Ameliyah, Addinda Nur Andi Mariani Ramlan ANGGAWATI IMANNIYAH ANGGRAINI SULISTYA, DITA Anggraini, Evi ANGGUN WARDHANI, DEVY Aning Wida Yanti Annisa Ajeng Kusumastuti ANNISA DWI KURNIAWATI Ardila Septiana Putri Arwanto Arwanto Astri Widyawati Sulistyo Cahyani Ayu Nur Hidayah A’yunin Sofro Budi Priyo Prawoto Budiyanto Budiyanto Dede de Haan DEVY ANGGUN WARDHANI Dewi, Karina Wahyu Dia Lestari Didik Sugeng Pambudi Dinda Anisa' Nur Fadlilah DITA ANGGRAINI SULISTYA Dooren Quintasari Dwi Ivayana Sari Dwi Ivayana Sari, Dwi Ivayana Dwi Juniati Dwi Juniati Dwi Juniati Dwi Juniati Dwi Juniati Dwi Pramesti, Retna Enda budi rahaju ENDANG PURBANINGRUM Endang Purbaningrum EVI ANGGRAINI E’en Rochaini Fatimatus Zahro Fiantika, Feny Rita Fitriyanti, Fitriyanti Hengky, SH Hery Suharna Hidayah Ansori Hutrisah SM Sitohang I Wayan Puja Astawa Ida Dwijayanti Ismail IZDIHAR KAMILA RAHMATIKA SURYA CANDRA Jafar Jafar KAMILA RAHMATIKA SURYA CANDRA, IZDIHAR Karina Wahyu Dewi Kiki Henra Lathiful Anwar Latifah Nuryah Lilik Fepila Lovina, Salsabilla Luqyana Dhiya Amira M. J. Dewiyani Sunarto Ma'allaili, Serlly Hindun Manuharawati MASRIYAH Masriyah Masriyah Maulana, Dimas Avian Mawaddah, Aisy Rohmah Najahy Mega Fatimah Rosana Mega Teguh Budiarto Megacelia Maharani Mia Saskia Miftakhul Jannah Misu, La Moh. Hafiyusholeh Mohammad Edy Nurtamam Mohammad Edy Nurtamam, Mohammad Edy Muhammad Afifuddin Otniel Sukma Priyambodo Pradana, Raditya Bagus Gilang RADEN SULAIMAN Rahaju, Endah Budi Ria Fibriana Sari Rosdiana Rosdiana Rosdiana Rosdiana RUDIANTO ARTIONO, RUDIANTO Sabita Ellania Rahmah Saleh Saleh Saleh Saleh, Saleh Salsabila, Unik Hanifah Salwa Yuliantina Sari, Juwita Marlinda Sari, Ria Fibriana Sely Purwanti Ningsih Septi Triyani Setianingsih, Rini Siti Khabibah Siti Khabibah Siti Maghfirotun Amin Siti Rois'satul Azmil Siti Suparmi Sri Joeda Andajani Sri Joeda Andajani Sri Subarinah St. Suwarsono Supratman Tatag Yuli Eko Siswono Umi Hanifah Wagino Wagino Wihda Urfita Syafiti Wijaya, Henry Putra Imam Yuliantina, Salwa Yuliyati Yuliyati Yunianti, Dwi Nur Zahro, Fatimatus Zainal Abidin