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April Gunawan Malau
Sekolah Tinggi Ilmu Pelayaran Jakarta, Indonesia
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TECHNOLOGY-ENHANCED LEARNING ENVIRONMENTS: REAL-TIME DATA INTEGRATION IN MARITIME COMPETENCY-BASED TRAINING THROUGH IOT SYSTEMS Winarno, Winarno; Barasa, Larsen; Simanjuntak, Marihot; Malau, April Gunawan; Suranta, Natanael; Wibowo, Titis Ari
Erudio Journal of Educational Innovation Vol 13, No 1 (2026): Erudio Journal of Educational Innovation
Publisher : Faculty of Administrative Science, Universitas Brawijaya

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Abstract

This quasi-experimental research investigated IoT-integrated curriculum effectiveness for maritime competency-based education, addressing workforce preparation needs for technology-intensive operations. Specialized curricular modules incorporating authentic water quality monitoring data from facility IoT systems were implemented with experimental groups (n=45) while control groups (n=42) received traditional instruction. Quantitative assessment revealed statistically significant learning advantages for experimental students across digital literacy (d=1.12), data interpretation (d=1.28), and evidence-based decision-making (d=0.98) competencies. Experimental group competency achievement rates reached 87.3% versus 68.5% for controls (p<.001), representing substantial advancement toward STCW standards. Focus group discussions with students (n=48) revealed enhanced perceived learning authenticity, career relevance, and technology competency development. Instructor interviews (n=8) confirmed observable learning quality improvements while identifying professional development and curricular adaptation requirements. Thematic analysis demonstrated that authentic data engagement catalyzed deeper analytical thinking, sustained engagement, and boundary-crossing learning connecting formal instruction with operational awareness. The research establishes empirical foundation for IoT-integrated pedagogy as effective technology-enhanced learning approach developing critical competencies for contemporary maritime workforce.
Co-Authors Adriana Aprilia Agus Ramdani Agustinawati, Meriyanti Ahadianto, Muhammad Sayakfika Alamsyah, Jaya Albert Gamot Malau Ali Muktar Sitompul Andriasan Sudarso Anindya Putri Utami Antoni Arif Priadi Ardy Nugraha ARIF HIDAYAT Ariyanti Sri Sulistyorini Awanda, Deta Ayudhia Pangestu Gusti Aziz, Muhammad Mughni Bambang Sumali Brenhard Mangatur Tampubolon Brilliant Handyman Manalu Cahyaningrum, Wida Chanra Purnama Cris Kuntadi Damayanto Purba Damoyanto Purba Dedy Kurniadi Derma Watty Sihombing Desy Anggraini, Rika Dika Handika Munajat Dwi Kurniawan, Wardoyo Edy Kurniawan Elvie Maria Erwin Ferry Manurung Faisal Rahman, Faisal Frans Kalangie, Theo J. Hartati, Diah Vitaloka Hendra Wijaya Henry Iksan Saifudin Imam Fachruddin Imam Fahcruddin Imam Fahcruddin Ismawati, Waode Jan Hotman Jaya Alamsyah Jessica Christyna JHENSLY PEBRY HALOMOAN HUTASOIT Junaidi Junaidi Kartilah, Tetet Kasiono, Roy Kwartama, Agung Larsen Barasa Lestari, Widianti Lili Purnamasita Lili Suryati Mangatur Tampubolon, Brenhard Marcelino, Reza Markus Yando Marlin Marlin Marudut Bernadtua Simanjuntak Meilinasari Nurhasanah Hutagaol Mora, Priscilia Motik, Chandra Mudakhir Mudakir, Mudakir Muhammad Adhiwirayuda, Rizky Muhammad Irham Mulyadi, Eko Andi Mulyatini, Nurdiana Nana Trisnawati Nandan Limakrisna Natanael Suranta Nazifah Husainah Nunung Ayu Sofiati (Efi) Nurbaety, Intan Nurmala, Eka Panderaja Soritua Sijabat Peni Cahyati, Peni Prihartanta Prihartanta Purba, Damoyanto Purnomo, Budi Rahmi Trisnayanti Retnaningtyas Widuri Ridho Agung Prihutomo Rika Desy Anggraini Riyanto Riyanto Riyanto Rizky Muhammad Adhiwirayuda Rosna Yuherlina Siahaan Rosna Yuherlina Siahaan S Siswanto Sabpatari, Fardhani Sahata Marel Sinaga, Aprilesa Sajim Budi Setiawan Saputra, Dicky Hadi Saragih, Robensius Setiadi, Aries Sibarani, Mauritz Sibarani, Mauritz Halomoan Manontang Siburian, Saidal Simanjuntak, M. Marihot Simanjuntak, Marihot Simatupang, Sahattua P. Siregar, Muhammad Sapril Sofyan, Nadiah Sri Nurhayati Suhartini Suhartini Suhartini Suhartini Sukmanofith D. Sulaiman Sulaiman Sulistyorini, Ariyanti Sri Sulthan Pasha Ibrahim Sumali, Bambang Supardi Supardi Susi Herawati Susi Herawati Titis Ari Wibowo Tri Cahyadi Tri Kismantoro Trisnayanti, Rahmi Vidya Selasdini Wardoyo Dwi Kurniawan Wibowo, Titis Ari Widjaja, Niken Sitalaksmi Wikrama Wardana Wilhelmus Hary Susilo, Wilhelmus Hary Winarno Winarno Winarno Winarno Wiwoho, Boedojo Yando, Markus Yuzzy Mohamad Fajar