Reflection: Education and Pedagogical Insights

Learning Smart Farming through IoT Prototypes, Educational Impacts of Smart Goat Housing Systems in Vocational Education

2026-02-08T15:51:16+00:00

This study investigates the educational impacts of learning smart farming through Internet of Things (IoT)-based smart goat housing systems in vocational education. The rapid digital transformation of agriculture has created a growing demand for graduates with strong technological and applied competencies; however, the integration of real smart farming technologies into vocational curricula remains limited. To address this gap, this research employed a quasi-experimental design with a pretest–posttest non-equivalent control group to compare IoT prototype-based learning with conventional instructional approaches. The study involved vocational students enrolled in agriculture-related programs, where the experimental group engaged in project-based learning using an operational IoT-enabled smart goat housing system, while the control group received traditional instruction. The findings indicate that students exposed to IoT prototype-based learning demonstrated significantly higher improvements in digital competence, applied learning outcomes, and learning engagement compared to those in the control group. Qualitative insights further revealed that authentic interaction with real-time data and automated systems enhanced students’ understanding, motivation, and confidence in using digital technologies. These results highlight the pedagogical value of integrating real IoT prototypes into vocational education and confirm the effectiveness of experiential and technology-enhanced learning approaches in developing workforce-relevant competencies. This study contributes to vocational education literature by positioning livestock-based smart farming systems as effective learning media for digital agriculture education.

Developing Social Accounting Competencies through IoT-Based Goat Farming Learning Systems

2026-02-08T16:34:48+00:00

The digital transformation of agriculture has created new opportunities and challenges for accounting education, particularly in developing social accounting competencies related to sustainability and social responsibility. This study aims to examine the effect of an IoT-based goat farming learning system on the development of social accounting competencies in vocational and applied accounting education. Using a quantitative explanatory research design, this study integrates a technology-enhanced learning approach supported by real-time data generated from IoT-enabled goat farming systems. Data were collected from students participating in IoT-based learning activities and analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM). The results indicate that the IoT-based goat farming learning system has a positive and significant effect on social accounting competencies, including the ability to identify, measure, interpret, and report social and environmental impacts. The findings demonstrate that real-time livestock data provide an effective experiential learning environment that bridges the gap between abstract social accounting concepts and practical applications. This study contributes to accounting education literature by repositioning IoT-based livestock systems as pedagogical platforms rather than purely operational tools. The study also offers practical implications for educators, curriculum designers, and policymakers seeking to strengthen sustainability-oriented accounting education in digitally transformed agribusiness contexts.

Educational Strategies for Fortified Goat Milk Development Supported by Digital Financial Ecosystems

2026-02-10T17:32:53+00:00

The development of fortified goat milk offers a promising approach to addressing nutritional deficiencies while creating value-added opportunities in the dairy sector, particularly in rural and peri-urban communities. Despite its potential, many fortified goats milk initiatives remain small-scale due to limited entrepreneurial capacity, weak market integration, and low adoption of digital financial systems. This study aims to examine educational strategies that integrate fortified goat milk development with digital financial ecosystems to enhance enterprise sustainability and scalability. Using a mixed-methods approach, the study combines qualitative interviews and focus group discussions with quantitative survey analysis involving educators, students, dairy producers, and digital finance practitioners. The findings reveal that conventional education emphasizes technical production skills while neglecting financial literacy and digital finance competencies. Integrated educational strategies significantly improve digital banking adoption, financial management practices, and access to microfinancing, which in turn mediate improvements in business performance. The study contributes a novel interdisciplinary framework that links nutrition innovation education with digital finance literacy, offering practical insights for educators, policymakers, and development agencies seeking to strengthen fortified dairy value chains and promote inclusive, digitally enabled agro-entrepreneurship.

Green Digital Education Model with AI and IoT Integration in Sustainable Goat Farming Curriculum

2026-02-26T06:54:09+00:00

The rapid advancement of Artificial Intelligence (AI) and Internet of Things (IoT) technologies has transformed agricultural production systems; however, their integration into agricultural education remains limited. This study develops and evaluates a Green Digital Education Model that integrates AI, IoT, and Material Flow Cost Accounting (MFCA) into a Sustainable Goat Farming Curriculum. Using a Research and Development (R&D) approach, the study followed four phases: needs analysis and curriculum mapping, system development and technological integration, pilot implementation, and evaluation. IoT sensors were deployed to collect real-time environmental and livestock data, which were integrated into a cloud-based dashboard and an AI-driven Decision Support System (DSS). An MFCA module was incorporated to enable environmental cost analysis and greenhouse gas emission calculations based on standardized methodologies. Pilot implementation in selected university courses demonstrated significant improvements in students’ digital literacy, sustainability awareness, and analytical decision-making skills, as evidenced by pre-test and post-test comparisons. Qualitative findings indicated increased engagement, motivation, and interdisciplinary collaboration. The model transforms conventional livestock education into a technology-driven “living laboratory,” aligning agricultural curricula with Education 4.0 principles and sustainability reporting standards. The study contributes a scalable framework for integrating green technology and digital innovation into higher education, supporting environmentally responsible and data-driven agricultural practices.

Value Co-Creation and Digital Marketplace Strategy in Enhancing Commercialization Performance, An Educational Perspective from Fortified Goat Milk Entrepreneurship

2026-02-26T13:37:23+00:00

The rapid transformation of the digital economy has reshaped entrepreneurial practices, particularly within agribusiness sectors that increasingly rely on digital platforms to enhance market reach and competitiveness. This study examines the role of value co-creation and digital marketplace strategy in enhancing commercialization performance from an educational perspective within the context of fortified goat milk entrepreneurship. Using a quantitative explanatory design, data were collected from 156 participants involved in entrepreneurship learning programs integrated with real-world digital commercialization activities. The data were analyzed using Partial Least Squares–Structural Equation Modeling (PLS-SEM). The results indicate that value co-creation significantly influences digital marketplace strategy and commercialization performance. Digital marketplace strategy also significantly affects commercialization performance and partially mediates the relationship between value co-creation and commercialization performance. The model demonstrates substantial explanatory power, suggesting that collaborative engagement supported by structured digital systems enhances measurable business outcomes. From an educational perspective, the findings reveal that commercialization performance can function as a practical learning outcome within experiential entrepreneurship education. The study contributes to the literature by integrating service-dominant logic, digital marketing strategy, and entrepreneurship education into a unified framework. It highlights that digital value co-creation is not only a strategic driver of market performance but also a transformative pedagogical approach in technology-enabled agribusiness development.