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Artificial Intelligence Knowledge Development

<span lang="EN-GB" style="font-size: 11.0pt; mso-bidi-font-size: 9.0pt; line-height: 107%; font-family: 'Times New Roman',serif; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-ansi-language: EN-GB; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;">The role of AI in eco-literacy education is crucial in today's technological era. Students increasingly engage with digital texts, such as fiction, enhancing their understanding of eco-literacy. This study compares the eco-literacy skills of university students and AI to evaluate their effectiveness in environmental education. Participants included 199 students from Makassar State University and Timor University in Indonesia and ten web-based AI chatbots running various large language models. Instruments included a 20-item multiple-choice test for input eco-literacy and a short story synopsis task, "Pohon Larangan di Bengayoan" (Prohibited Tree in Bengayoan) for output eco-literacy, distributed via Google Forms. The study applied independent sample t-test analysis and Yuen's test for robustness using Jamovi 2.4.8.0 software. Results showed no significant gender differences in students' eco-literacy but significant differences between universities, with Makassar State University students performing better. AI outperformed students, highlighting AI's potential in eco-literacy education and the need for curriculum enhancement in universities. Future research should involve broader samples and comprehensive assessment methods.

ltf.2024.10.01.pdf

Original Research 

ltf.2024.10.01 .xml

Eco-literacy in the digital age: Comparing student comprehension with AI capabilities

Balancing teaching national, regional, and foreign languages presents a challenge for higher education, illustrated by the use of hypertext for multilingual communication. This study investigates the correlation between proficiency in multilingualism and cultural awareness among higher education students. Embedded mixed methods design explores the relationship between multilingualism and cultural awareness quantitatively and qualitatively in higher education in Indonesia. Participants are from various universities in Indonesia, including the State University of Makassar, the State University of Jakarta, the State University of Surabaya, Palangka Raya State Islamic Institute, Timor University, and the University of Northern Sumatra, and they have diverse ethnic and linguistic backgrounds. The questionnaire distributed via Google Form passed validity and reliability tests. The quantitative research used Pearson's r analysis of the relationship between multilingualism learning and cultural awareness. In the qualitative strand, thematic analysis investigates cultural awareness-based multilingualism learning strategies. The research findings reinforce the positive and significant relationship between multilingual learning and cultural awareness, suggesting multilingual competence not only enhances cultural knowledge and participation in cultural practices but deepens understanding of the socio-cultural context and strengthens capacity and positive attitudes towards cultural learning. The study aids practitioners in developing inclusive learning strategies and provides policymakers with empirical evidence for crafting policies to empower multicultural communities.

ltrq.2024.42.10.pdf

ltrq.2024.42.10.xml

Multilingualism and Cultural Awareness: A Correlational Analysis in Language Education in Indonesian Higher Education