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Journal : Journal of Educational Science and Technology

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Enhancing Computational Thinking in STEM Education through Interactive Programming Media: Evidence of an Equalizing Effect from a Quasi-Experimental Study Widodo, Suprih; Alifah, Aisyah Husna; Septiadi, Jaka; Sari, Dian Permata; Barri, Muhamad Akda Fathul; Maulida, Rahma
Journal of Educational Science and Technology (EST) Volume 11 Number 3 December 2025
Publisher : Universitas Negeri Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26858/est.v11i2.76998

Abstract

Computational Thinking (CT) has increasingly been recognized as a foundational competence in STEM education; however, effective pedagogical strategies that support equitable development of CT skills across students with diverse initial abilities remain underexplored. This study examines the impact of interactive programming media on students’ CT development within a STEM learning context. Employing a quasi-experimental design, two groups of upper secondary students participated in either Code.org–supported instruction or conventional learning. Students’ CT skills were assessed before and after the intervention using a CT-oriented problem-solving instrument.The findings indicate that students who engaged with interactive programming activities demonstrated substantially greater improvement in overall CT performance compared to those in conventional learning environments. Moreover, the results suggest that learning gains were largely independent of students’ initial ability levels, indicating an equalizing effect of interactive programming-based instruction. Improvements were observed across core CT components, including decomposition, abstraction, pattern recognition, and algorithmic thinking. These findings contribute to the theoretical discourse on CT pedagogy by highlighting the role of interactive programming environments as mechanisms that mediate learning equity in STEM education. Pedagogically, the study underscores the potential of block-based programming platforms to support inclusive and conceptually grounded CT learning, particularly in contexts characterized by heterogeneous student readiness.
Co-Authors Abdillah, Shelya Putri Nurhaliza Abung, Miranda Akbar, Fachrul Alauzai, Ahmad Fani Al Alifah, Aisyah Husna Amal, Muhammad Dafa Ikhlashul Amanah, Ummi Ambok Pangiuk Aminuyati Andika, Benni Anugrah, Aldi Hamzah Ardhi Yudisthira Arie Setya Putra Arif, Arifuddin M. Asri, Dian Astiti, Niken Yuni Aswin, Zahra Rizqia Auzai, Ahmad Fani Al Azura, Faradila Azzahra, Rafifa Barri, Muhamad Akda Fathul Cahyani, Dinda Cahyanti, Pita Asih Bekti Danang Sri Wibowo, Danang Sri Darmansyah Darmawan, Tedi Daulay, Afnidar Destini, Frida Dewi Handayani Didik Purwantoro Dwinatrana, Khiky Endah Tri Wahyuningtyas Erika Takidah Erni Erni Fadhilatunnisa, Rima Fajriani, Susi Fatimah, Ismah Fauzan, Adrul Febra Anjar Kusuma, Febra Anjar Febriyanti, Susan Fitri, Widya Haji Che Daud, Mohd. Radzi bin HARIYANTO HARIYANTO Hasan, Siti Devina Miftahul Hidayat, Slamet Hikmawan, Rizki Husniyah, Af'idatul Ilhami, Restu Wahyudi Imam Buchori Iqbal, Arifal Muhamad Jaswir, Irwandi Kamal, Sefrianita Kartika, Rina Karyadi Hidayat Khoerunnisa, Indah Kristiani, Sepia Putri Ladayya, Ulfa Lauli, Aftesia Labira Leonardi Paris Hasugian Lestari, Triami Malse Anggia Masdar, Nisma Ariskha Mawar Mawar, Mawar Meri, Rozi Muhammad Fajril Rifaldo Muhammad Fikri Muhammad Subhan Muhammad, Ulul Azmi Mulyara, Budi Muslikh Muslikh Musthofa, Najichul Fikri Mutiara, Nuraini Gandes Myrna Dwi Rahmatya Nanda, Meutia Nandayasa, Wira Wahyudi Nasution, Diana Himayanti Nirvana, Atnic Satya Nitih Indra Komala Dewi Nofrizal Nova Rini Novaliana, Andita Nur Hidayat Nur Safitri, Ayu Nuratiza, Nuratiza NURLIANA NURLIANA Nurul Huda Nuur Wachid Abdul Majid Panjaitan, Yosafatur Aprendy Perdana, Rika Widya Perdana, Zia Imam Putra, Agung Dian Putri, Lusia Eka Putut Aji Nalendro Rachmi, Dewi Prathita Rafifah Azzahra Rahayu, Chika Rahma Maulida, Rahma Rahmat, Albiya Rahmawati, Indhi Rama, Ahmad Ramadhani, Ugi Putri Resalda, Antonia Alda Retna Hidayah Ridho, Najah Ulfa Riska Amelia Rizki, Sestri Novia Rozalia, Rozalia SAPUTRI, RIMA YUNI Saragih , Putri Amaliyah Sari, Mike Febri Mayang Satoto Endar Nayono, Satoto Septiadi, Jaka Serdiani, Serdiani Setyawan, Febby Hadi Siska Mega Diana Siswahyudianto Siti Nurjanah Solihat, Sinta Sri Anggraeni Sukma, Fena Dheta Suprih Widodo, Suprih Surya, Sara Susandro, Susandro Syifaul Fuada Tania, Rezky Tanwattana, Nattapat Thai'ib, Muhammad Sulthon Robani Titik Sumarti Ubaidillah, Muhammad Usman, Hendrizal Wahyu, Yazid Zidani Wahyudi, Rifqi Nur Wibawa, Aisyah Cinta Putri Wicaksono, Mochamad Fajar Wijaya, Roma Wira Buana, Wira Yesi Elsandra