Eka Nurmala Sari Agustina
Politeknik Pelayaran Surabaya

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Mathematical Literacy as a Key Competency for Maritime Education: Systematic Review of Cadet Competencies Novitasari Novitasari; Eka Nurmala Sari Agustina; Achmad Dhany Fachrudin; Saiful Irfan
Vygotsky: Jurnal Pendidikan Matematika dan Matematika Vol. 6 No. 2 (2024): Vygotsky: Jurnal Pendidikan Matematika dan Matematika
Publisher : Universitas Islam Lamongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30736/voj.v6i2.1112

Abstract

This study discusses the role of mathematical literacy as the main competency that cadets need to have in the field of maritime education. Through a systematic literature review (SLR), the mathematical literacy competencies needed by cadets in the maritime field are navigation, problem solving, use of modern technology, operational management, critical and logical thinking, and accurate data-based decision making. This systematic review provides an illustration of literacy mastery Mathematics not only supports cadets' understanding of basic maritime concepts, but also improves cadets' abilities in dealing with challenges or unexpected situations on board ships and while at anchor. Therefore, developing mathematical literacy must be a priority in cadet education and training programs to produce graduates who are competent and ready to face the complexity of the global maritime industry.
Assessing Contextual Mathematical Literacy of Nautical Cadets Using PISA Proficiency Levels: Evidence from Maritime Vocational Education Novitasari Novitasari; Eka Nurmala Sari Agustina; Atika Tirzha Sabrina Anggraeni
Vygotsky: Jurnal Pendidikan Matematika dan Matematika Vol. 8 No. 1 (2026): Vygotsky: Jurnal Pendidikan Matematika dan Matematika
Publisher : Universitas Islam Lamongan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30736/voj.v8i1.1316

Abstract

Mathematical literacy is a crucial competence in maritime education, supporting navigation accuracy, operational efficiency, and safety-related decision-making. However, empirical studies assessing mathematical literacy within authentic maritime vocational contexts remain limited. This study investigates the contextual mathematical literacy of nautical cadets using the PISA proficiency framework embedded in authentic maritime work-related scenarios. A quantitative descriptive design was employed with 23 cadets from a maritime vocational institution. Data were collected through a Contextual Mathematical Literacy Test (CMLT) developed using authentic maritime operational tasks. Descriptive and non-parametric analyses examined proficiency distributions and group differences. The findings indicate that most cadets perform at low to medium proficiency levels, highlighting the need for context-based and PISA-oriented mathematics instruction aligned with professional maritime demands.
Keefektivan Desain LKT untuk Memahami Penentuan Luas WP dan TPC Menggunakan Aturan Simpson 1/3 Wulan Marlia Sandi; Vigih Hery Kristanto; Eka Nurmala Sari Agustina; Tanti Diyah Rahmawati
JIPM (Jurnal Ilmiah Pendidikan Matematika) Vol. 14 No. 1 (2025)
Publisher : Universitas PGRI Madiun

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25273/jipm.v14i1.23164

Abstract

Penelitian ini bertujuan untuk menguji keefektivan desain Lembar Kerja Taruna (LKT) dalam membantu taruna memahami perhitungan luas Waterplane (WP) dan Ton per Centimetre Immersion (TPC) menggunakan aturan Simpson 1/3. Permasalahan utama yang melatarbelakangi penelitian ini adalah masih banyaknya taruna yang mengalami kesulitan menghubungkan konsep integral dengan data numerik dalam konteks perkapalan. Penelitian dilaksanakan di Politeknik Pelayaran Surabaya dengan melibatkan 43 taruna Program Studi DIII Teknika dan DIV Teknik Rekayasa Permesinan Kapal (TRPK) sebagai subjek. Metode yang digunakan ialah kombinasi kualitatif dan kuantitatif dengan instrumen berupa catatan lapangan, kuesioner pendapat positif (KPP), dan tes kemampuan kognitif (TKK). Analisis kualitatif dilakukan melalui triangulasi data, sedangkan analisis kuantitatif menggunakan uji Wilcoxon karena data berdistribusi tidak normal. Hasil penelitian menunjukkan bahwa proses pembelajaran telah berpusat pada taruna, dosen melaksanakan pembelajaran secara sistematis, dan aktivitas taruna relevan dengan tujuan pembelajaran. Sebanyak 100% taruna memberikan pendapat positif terhadap LKT, serta hasil uji Wilcoxon menunjukkan adanya peningkatan signifikan kemampuan kognitif setelah pembelajaran. Dengan demikian, dapat disimpulkan bahwa LKT yang dikembangkan efektif mendukung pemahaman taruna dalam penerapan aturan Simpson 1/3 pada perhitungan WP dan TPC.   This study aims to examine the effectiveness of the Cadet Worksheet (LKT) in helping cadets understand the calculation of the Waterplane (WP) area and Ton per Centimetre Immersion (TPC) using Simpson’s 1/3 rule. The main problem underlying this research is that many cadets still find it difficult to connect integral concepts with numerical data in the context of shipping. The research was conducted at the Surabaya Maritime Polytechnic involving cadets from the DIII Marine Engineering and DIV Ship Machinery Engineering Technology programs as subjects. The method employed was a combination of qualitative and quantitative approaches using instruments such as field notes, a positive opinion questionnaire (KPP), and cognitive ability tests (TKK). Qualitative analysis was carried out through data triangulation, while quantitative analysis used the Wilcoxon test since the data were not normally distributed. The results indicated that the learning process was student-centered, the lecturer implemented the lessons systematically, and cadet activities were relevant to the learning objectives. A total of 100% of cadets gave positive opinions regarding the LKT, and the Wilcoxon test results showed a significant improvement in cognitive ability after the learning process. Thus, it can be concluded that the developed LKT is effective in supporting cadets’ understanding of the application of Simpson’s 1/3 rule in calculating WP and TPC.