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All Journal Voteteknika (Vocational Teknik Elektronika dan Informatika) Al Qalam: Jurnal Ilmiah Keagamaan dan Kemasyarakatan JURNAL PENDIDIKAN TAMBUSAI Jurnal Teknologi Informasi dan Pendidikan JURNAL PENDIDIKAN, SAINS DAN TEKNOLOGI Jurnal Vokasi Informatika (JAVIT) Journal of Community Service Jurnal Teknik Komputer dan Informatika (JTeKI) Journal of Hypermedia & Technology-Enhanced Learning Journal of Innovative and Creativity
Hadi Kurnia Saputra
Universitas Negeri Padang
Humanities Computer Science & IT Control & Systems Engineering Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mathematics Social Sciences Other

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The Effects of Coding Literacy and Computational Thinking on Student Digital Entrepreneurial Intentions: The Mediating Role of Coding Self-Efficacy Saputra, Hadi Kurnia; Ganefri, Ganefri; Yulastri, Asmar; Yuliana, Yuliana
Voteteknika (Vocational Teknik Elektronika dan Informatika) Vol 13, No 4 (2025): Voteteknika (Vocational Teknik Elektronika dan Informatika)
Publisher : Universitas Negeri Padang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24036/voteteknika.v13i4.137125

Abstract

Digital transformation has intensified the importance of digital entrepreneurship as a strategic pathway for university students. This study examines the effects of Coding Literacy and computational thinking on student Digital Entrepreneurial intentions, with coding self-efficacy serving as a mediating variable. A quantitative explanatory design was employed using survey data collected from 119 undergraduate students enrolled in an introductory coding course at Universitas Negeri Padang. Data were analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM). The results indicate that Coding Literacy significantly influences coding self-efficacy (β = 0.414, p < 0.001) and Digital Entrepreneurial intentions (β = 0.474, p < 0.001). Computational thinking also shows a significant positive effect on coding self-efficacy (β = 0.340, p = 0.002), but does not exert a significant direct effect on Digital Entrepreneurial intentions (β = 0.074, p = 0.395). Furthermore, coding self-efficacy has a strong positive effect on Digital Entrepreneurial intentions (β = 0.313, p < 0.001). Mediation analysis reveals that coding self-efficacy partially mediates the relationship between Coding Literacy and Digital Entrepreneurial intentions (β = 0.130, p = 0.002), while fully mediating the relationship between computational thinking and Digital Entrepreneurial intentions (β = 0.107, p = 0.035). The model explains 49.3% of the variance in coding self-efficacy and 60.7% of the variance in Digital Entrepreneurial intentions. These findings highlight coding self-efficacy as a critical psychological mechanism that transforms computational competencies into Digital Entrepreneurial intentions, offering important implications for the design of coding-oriented entrepreneurship education in higher education.Keywords— Coding Literacy, computational thinking, coding self-efficacy, digital entrepreneurial intention, PLS-SEM
Co-Authors Abdullah, MT, Dr. Rijal Abiraihan, Muhammad Agariadne Dwinggo Samala Agustiarmi, Winda Ahmaddul Hadi, Ahmaddul Aldy Martha Yuda Ambiyar, Ambiyar Andhika Herayono Anori, Sartika Asmar Yulastri Aulia, Mikratul Ayasrah, Firas Tayseer Bai`aturridwan Bai`aturridwan Budayawan, Khairi Budayawan, Khairi Dedy Irfan Denny Kurniadi Dion Dion Dony Novaliendry Elfi Tasrif Eltiana, Nia Irma Fadhilah Fadhilah Farizi, Habib Al Ganefri . Geovanne Farell Hadi, Ahmadul Hana Sarlia Daulay Igor Novid Ika Parma Dewi Khairy, Mubarakh Hayatna Khoirianisa Anisa Kurniadi, Denny Lativa Mursyida Livamianti, Rahma Mahesi Agni Zaus Mainzaghi, Filipo Mardiana Putri Sisi Mardizal, Jonni Marta, Rizkayeni Monyca Rama Sari Mubai, Akrimullah Muhammad Hanafi Prasyah Mursyida, Lativa Putra, Wahyu Permana Rahmayanti, Desy Refdinal, Refdinal Riri Indriani Rizki Pratama Saputri, Annisa Silalahi, Naufal Alfarizi Sonia Saputri syafwar, Rima Syahrani, Fadhilah Putri Syukhri Syukhri, Syukhri Thamrin Thanh, Pham Van Titi Sri Wahyuni Tri Yuli Pahtoni Vera Irma Delianti Yasdinul Huda Yeka Hendriyani Yudha Aditya Fiandra, Yudha Aditya Yuliana Yuliana Zafania, Puti Zulwisli . Zuwika Sani