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Meningkatkan Kompetensi Digital melalui Integrasi Teknologi dalam Pendidikan Kejuruan Hermansah, Bambang; Setywati, Heny; Nasuka, Nasuka; Setiawaty, Elika
Jurnal MENTARI: Manajemen, Pendidikan dan Teknologi Informasi Vol 4 No 1 (2025): September
Publisher : Pandawan Sejahtera Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/mentari.v4i1.906

Abstract

The rising demand for digitally skilled workers in the 21st century has necessitated a transformation in vocational education through the integration of technology to enhance students digital competencies. This study investigates how incorporating digital technologies into vocational learning environments can improve students digital skills and readiness for the modern workforce. Focusing on vocational schools in urban areas, the study targets students from technical and business-related programs. Employing a mixed-methods approach, data were collected through quantitative surveys and qualitative interviews involving both students and teachers. The results show that while digital tools like learning management systems, simulations, and online collaboration platforms are generally available, their effective pedagogical use is inconsistent across institutions. Students who learned in structured digital environments exhibited higher levels of digital literacy, adaptability, and problem-solving capabilities using technology. Additionally, the study highlights the pivotal role of digitally competent teachers in ensuring successful technology integration and enhancing student learning outcomes. The research concludes that technology integration not only strengthens digital competencies but also promotes active learning aligned with industry needs. To address the digital skills gap effectively, vocational institutions must prioritize both infrastructure development and ongoing professional development for educators. These efforts are essential to foster sustainable, relevant, and future-oriented vocational education in the digital age.
Application of Database Normalization in Increasing Data Storage Efficiency Hardini, Marviola; Agarwal, Vertika; Apriani, Desy; Widjaya, Irene Apriani; Setiawaty, Elika; Nurasiah, Nurasiah
International Transactions on Artificial Intelligence Vol. 3 No. 2 (2025): May
Publisher : Pandawan Sejahtera Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33050/italic.v3i2.799

Abstract

Database normalization is a key process in relational database design that reduces redundancy and ensures data integrity. As data volumes increase, maintaining efficient and consistent storage becomes critical. This study investigates the application of normalization techniques from First Normal Form (1NF) to Third Normal Form (3NF) on a sample inventory database to evaluate their impact on storage efficiency. The process focuses on eliminating data repetition and optimizing table structures to enhance performance. Experimental results show that normalization reduces database size by approximately 30%, significantly minimizing redundancy. Smaller, more organized tables improve storage utilization, especially in large-scale systems. However, normalization can introduce query complexity due to increased joins, potentially affecting execution time. Despite this, the trade-off is considered acceptable given the gains in data integrity and storage optimization. This research emphasizes the value of normalization for scalable and maintainable systems. It also aligns with Sustainable Development Goals (SDGs), particularly Goal 9 (Industry, Innovation, and Infrastructure) and Goal 12 (Responsible Consumption and Production), by promoting efficient digital infrastructure and responsible data management practices. These improvements contribute to more sustainable, cost-effective systems in industries relying on large-scale data, such as e-commerce, healthcare, and finance. In conclusion, normalization is an essential tool for optimizing storage and ensuring data consistency in relational databases. Although performance trade-offs exist, they can be mitigated through indexing and query optimization. The study offers insights for database designers seeking to balance efficiency and system performance in data-intensive environments.
Entrepreneurship and Innovation in Telemedicine Adoption Among Physicians in Indonesia Setiawaty, Elika; Hartoyo, Hartoyo; Nurmalina, Rita; Yuliati, Lilik Noor
Aptisi Transactions On Technopreneurship (ATT) Vol 7 No 3 (2025): November
Publisher : Pandawan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34306/att.v7i3.707

Abstract

This study examines the factors driving telemedicine adoption among physicians in Indonesia, employing an integrated framework based on the Technology Acceptance Model (TAM) and the Unified Theory of Acceptance and Use of Technology (UTAUT). The framework investigates the influence of performance expectancy, effort expectancy, facilitating conditions, social support, and economic value on physicians behavioral intention and actual use of telemedicine, with attitude acting as a key mediating variable. Additionally, demographic characteristics, including age, practice type, and practice duration, are explored as potential moderators in these relationships. Data was gathered from a cross-sectional survey of 244 physicians across various specialties and regions in Indonesia. The study findings, analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM), reveal that effort expectancy, facilitating conditions, social support, and economic value significantly influence both behavioral intention and actual use. In contrast, performance expectancy does not have a significant effect. Attitude plays a crucial mediating role in translating physicians perceptions into adoption behaviors. Moreover, practice type moderates the path from behavioral intention to actual use, with general practitioners more likely to adopt telemedicine than specialists. The results emphasize that telemedicine strategies should prioritize usability, economic value, social support, and institutional backing. This study contributes to the telemedicine adoption literature by extending TAM and UTAUT with attitudinal mediation and economic value, while highlighting emerging psychosocial factors in Southeast Asia. These insights offer practical guidance for healthcare managers and policymakers.
Digital Health Management and Physician Behavior in Sustainable Telemedicine Use Setiawaty, Elika; Hartoyo; Nurmalita, Rita; Yuliati, Lilik Noor
Jurnal Ilmiah Manajemen Kesatuan Vol. 13 No. 6 (2025): JIMKES Edisi November 2025
Publisher : LPPM Institut Bisnis dan Informatika Kesatuan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37641/jimkes.v13i6.3976

Abstract

Telemedicine has become a key component of digital health management in emerging healthcare systems. This study aims to investigate the behavioural drivers of sustainable telemedicine adoption among physicians. An integrative behavioural model was developed by combining the Unified Theory of Acceptance and Use of Technology, Technology Acceptance Model, Innovation Resistance Theory, and Social Cognitive Theory, along with constructs of economic value and social support. A cross-sectional survey of 244 licensed physicians was conducted using purposive sampling, and data were analysed with Partial Least Squares Structural Equation Modelling (PLS-SEM) and Multi-Group Analysis. The results indicate that economic value is the strongest predictor of behavioural intention, while social support is the primary determinant of actual use. Perceived digital risk had no significant impact, underscoring an intention–action gap where readiness does not always lead to sustained behaviour. MGA revealed that physicians with 5–10 years of experience were more sensitive to digital risks, which negatively influenced their intention to adopt. These findings emphasize the importance of economic framing and professional support in closing the intention–action gap and strengthening sustainable telemedicine adoption. The study offers evidence-based insights for managing long-term digital health transformation in developing healthcare contexts.