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Bambang Susilo
Department Of Agricultural Engineering, University Of Brawijaya
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Journal : Journal of Educational Sciences

 1 
Improving Students’ Creative Thinking in Macromolecule Lessons Through AI-Based Ethnochemistry Project-Based Learning Susilo, Bambang; Salirawati, Das
Journal of Educational Sciences Vol. 9 No. 6 (2025): Journal of Educational Sciences
Publisher : FKIP - Universitas Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31258/jes.9.6.p.5277-5296

Abstract

Creative thinking is recognized as a vital skill in 21st-century education, especially in chemistry, where abstract and complex concepts often present learning challenges. This research investigates the impact of an Artificial Intelligence (AI)-supported ethnochemistry Project-Based Learning (PjBL) model on students’ understanding of macromolecule content. A quasi-experimental method was applied using a pretest-posttest control group design. The study involved 70 twelfth-grade students from SMA N 2 Sleman, selected through purposive sampling. Participants were divided into two groups: the experimental group experienced the AI-integrated ethnochemistry PjBL model, while the control group followed the standard ethnochemistry-based PjBL approach. Data on students' creative thinking were gathered through essay-based assessments administered before and after the intervention. Findings revealed that the experimental group achieved an average N-Gain of 0.44 (moderate level), outperforming the control group’s 0.32. A t-test analysis indicated a statistically significant difference between the two groups (p = 0.005 < 0.05). These results suggest that integrating AI into an ethnochemistry PjBL model has a notable positive effect on enhancing students' creative thinking skills in learning macromolecules.
Co-Authors A. Harijono Abd. Rohim Adamas Akbar Yurisdanto Aji Sutrisno Akbar, Dheniz Fajar Alvian Budhi Irianto Amelia Amelia Anang Lastriyanto Andik Setiawan Angky Wahyu Putranto Anni Faridah Antuni Wiyarsi Aris Subagiyo Aris Subagyo Ary Mustofa Ahmad Arya Nugraha Hananto Asma Naili Salsabila Asyari Aulia Rakhmawati Azra, Wafa Nida Faida Azwar Lahusin Bambang Dwi Argo Basir Noho Das Salirawati Dewi Maya Maharani Dimas Firmanda Al Riza Dina Wahyu Indriani Djatmiko Bagus Wibowo Dwi Stia Br Ginting Dyah Ayu Agustiningrum Elok Kurnia Novita Sari Elok Zubaidah Endang Sri Wahyuningsih, Endang Sri Essa Noer Bhakty Mulia Fahmi Akbar Yuliansyah Gatot Ciptadi Gunomo Djoyowasito Harki Himawan Hatidja, St. Helmi Fadhlurrahman Felayati Hendra Hendra I Kadek Olin Adi Wiguna Indrawan Cahyo Adilaksono, Indrawan Cahyo Irshafiyah, Irshafiyah Irwan Bempah Izza, Sylvia Ni’matul KIKI FIBRIANTO La Chovia Hawa La Choviya Hawa Laras Putri Wigati Lutfian Nizar Nur Luthfi Mubarok M Bagus Hermanto Mantong, Jimmy Olsanaya Mochamad Bagus Hermanto Mohammad Fatoni Putrafardani Muchnuria Rachmawati Muhammad Agung Nugraha Muhammad Arwani Muhammad Bagaskara Wiratirta Mukhammad Abdul Jabbar Filayati Musthofa Lutfi Mustofa Lutfi Mutiara Nisa&#039; Amri Nadia Ijkri Aulia nainggolan, Yenni Nani Sumarni Natalia Eka Jayasari Natalia Simanjuntak Niken Dieni Pramesi Nofiyanti, Sri Handayani Novantia Pusputasari Nur Komar Nuraeni, Yustita Nurihyatun Sardjono Nurirenia, Dela Feminda Nurul Istiqomah Choirunnisa Palupi Widiyastuti Pipit Elok Nikmatus Sholikah Prasetiyo, Bagus Dadang Prayer Immanuel Nicolaus Silaban Putri, Salsabilla Kirana Rachmad Pratama Fauzi Rahartina W. Okaryanti Retno Damayanti Retno Damayanti Soejoedono Ria, Ria Riska Ayu Lestari Rizal Nur Alfian Rizki Putra Samudra Rizki Putra Samudra Rohim, Abd. Ronald Nelson Krakuko Roy Ardy Colas Napitupulu Samudra, Rizki Putra Sandos Simatupang Sandra Sandra Sandra Sandra Sandra Sandra Sandra Sandra Sandra Sandra Sasongko Aji Wibowo SATRIYAS ILYAS Setyawan, Hendrix Yulis Shinta Rosalia Dewi Shinta Rosalia Dewi Sholikah, Pipit Elok Nikmatus Simon Azriel Napitupulu SIMON BAMBANG WIDJANARKO Siti Lailatus Sa’adah Sukses Agustin Nahmudiyah Sumardi Hadi Sumarlan Sumardi Hadi Sumarlan Sunartri, Sunartri Sunaryo Sunaryo Susinggih Wijana Syahrul Kurniawan Syed Ihtsham Ul Haq Gilani Tahir, Muh. Sofwwan Taufiq . Tri Handayani Utami Yolanda BR Ginting Vincentia Veni Vera Vita Noeravila Putri Wafa Nida Faida Azra Wignyanto Wignyanto Wulandari, Eka Shinta Y. Erning Indrastuti Yanti Yanti Yudin Yudiawan Maksum Yuliani Widiastutik Yulinda yulinda Yusron Sugiarto Yustita Nuraeni Yusuf Hendrawan Yusuf Wibisono Zalyanti, Nadisa Indra