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Program Studi Teknik Informatika Universitas Ahmad Dahlan Prof. Dr. Soepomo, S.H., Janturan, Umbulharjo, Yogyakarta 55164
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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 Alauzai, Ahmad Fani Al Alifah, Aisyah Husna Amal, Muhammad Dafa Ikhlashul Ambok Pangiuk Aminuyati Andi Syahputra Andika, Benni Andiko, Benny Anugrah, Aldi Hamzah Ardhi Yudisthira Arie Setya Putra Arif, Arifuddin M. Astiti, Niken Yuni Aswin, Zahra Rizqia At- Thariq, Ahmad Faza Auzai, Ahmad Fani Al Azura, Faradila Azzahra, Rafifa Barri, Muhamad Akda Fathul Cahyani, Dinda Danang Sri Wibowo, Danang Sri Darmawan, Tedi Daulay, Afnidar Destini, Frida Dewi Handayani Dian Puspita Sari Dwinatrana, Khiky Endah Tri Wahyuningtyas Erika Takidah Erni Erni Fajriani, Susi farisyi, Salman Fatimah, Ismah Fauzan, Adrul Fitri, Widya Haji Che Daud, Mohd. Radzi bin HARIYANTO HARIYANTO Hasan, Siti Devina Miftahul Hidayat, Slamet Hikmawan, Rizki Husni, Teuku Muhammad Husniyah, Af'idatul Ilhami, Restu Wahyudi Imam Buchori Indra Setiawan Iqbal, Arifal Muhamad Jaswir, Irwandi Kamal, Sefrianita Kartika, Rina Khoerunnisa, Indah Kristiani, Sepia Putri Ladayya, Ulfa Leonardi Paris Hasugian Maghfiroh, Luluk Malse Anggia Masdar, Nisma Ariskha Mawar Mawar, Mawar Meilisa, Riska Meri , Rozi Meri, Rozi Muhammad Fikri Muhammad Subhan Muhammad, Ulul Azmi Muslikh Muslikh Musthofa, Najichul Fikri Myrna Dwi Rahmatya Nanda, Meutia Nandayasa, Wira Wahyudi Nasution, Diana Himayanti Nirvana, Atnic Satya Nitih Indra Komala Dewi Nofrizal Nofrizal Nova Rini Nuratiza, Nuratiza NURLIANA NURLIANA Nurul Huda Nuur Wachid Abdul Majid Perdana, Rika Widya Perdana, Zia Imam Permata, Magfiah Murni Bintang Putra, Agung Dian Putri, Lusia Eka Putut Aji Nalendro Rafifah Azzahra Rahayu, Chika Rahma Maulida, Rahma Rahmat, Albiya Rahmawati, Indhi Ramadhani, Dina Ramadhani, Ugi Putri Ridho, Najah Ulfa Rifaldo, Muhammad Fajril Rizki, Sestri Novia Saputra, Yulfa Haris SAPUTRI, RIMA YUNI Saragih , Putri Amaliyah Sari, Mike Febri Mayang Septiadi, Jaka Serdiani, Serdiani Siska Mega Diana Siti Nurjanah Solihat, Sinta Sri Anggraeni Sukma, Fena Dheta Suprih Widodo, Suprih Surya, Sara Susandro, Susandro Syifaul Fuada Tanwattana, Nattapat 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 Zahratunnisa, Zahratunnisa