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Perceived Usefulness as a Mediator in Social Commercial Intention to Use: Perceived Usefulness sebagai Mediator dalam Niat Menggunakan Sosial Komersial Rahmona, Fitria; Fadliyah, Chairati; Nabillah, Salsa; Haryati, Resti; Evanita , Susi
Indonesian Journal of Innovation Studies Vol. 26 No. 3 (2025): July
Publisher : Universitas Muhammadiyah Sidoarjo

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Abstract

General Background: The rise of digital platforms and social media has led to the rapid growth of social commerce (s-commerce), reshaping consumer behavior in emerging markets like Indonesia. Specific Background: While many users engage with platforms like TikTok Shop and Instagram Shopping, sustained intention to use such systems remains varied. Knowledge Gap: Prior research on the Technology Acceptance Model (TAM) often overlooks how Perceived Usefulness (PU) mediates the relationship between Perceived Ease of Use (PEOU) and Intention to Use (IU) in s-commerce contexts, particularly in regions with high digital engagement. Aims: This study investigates whether PU mediates the effect of PEOU on IU among university students with experience using s-commerce platforms. Results: Using SEM-PLS on data from 100 respondents, findings reveal that PEOU has no significant direct effect on IU but significantly affects PU, which in turn significantly influences IU. An indirect path from PEOU to IU via PU is statistically significant. Novelty: The study emphasizes that ease of use alone is insufficient; perceived benefit is critical in motivating continued use in socially driven e-commerce environments. Implications: These findings guide platform developers to prioritize usefulness-oriented features, suggesting that perceived functionality is more influential than interface simplicity in fostering user loyalty.Highlight : Perceived Ease of Use does not directly affect Intention to Use but influences it indirectly. Perceived Usefulness significantly mediates the relationship between ease of use and intention. User intention in social commerce is shaped more by usefulness than technical simplicity. Keywords : Perceived Ease of Use, Perceived Usefulness, Intention to Use, Social Commerce, Mediation Model
A Sustainable CIPP Evaluation-Based School Literacy Program: Program Literasi Sekolah Berbasis Evaluasi CIPP yang Berkelanjutan Haryati, Resti; Fadliyah, Chairati; Rahmona, Fitria; Nabillah, Salsa; Friyatmi; Susanti, Dessi
Indonesian Journal of Innovation Studies Vol. 26 No. 3 (2025): July
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijins.v26i3.1552

Abstract

General Background: Literacy is vital in shaping students' competencies in the information era. Specific Background: SMAN 5 Padang has implemented a literacy program aligned with the Merdeka Curriculum but faces challenges in integration and teacher involvement. Knowledge Gap: Few studies evaluate literacy programs comprehensively using the CIPP model at the high school level. Aims: This study evaluates the school’s literacy program using the CIPP model to analyze its relevance, resources, implementation, and outcomes. Results: The program improved reading interest by 26% and daily reading time by 20 minutes, with 78% of students actively using the literacy corner. However, teacher participation is low, reading materials are less varied, and program integration into learning remains limited. Novelty: The use of the CIPP model provides a structured evaluation rarely applied in literacy programs at this level. Implications: The findings offer strategic input for strengthening literacy programs through teacher engagement, material enrichment, innovation, and digital integration for sustainable impact.Highlight : The CIPP model helps evaluate the literacy program’s planning, implementation, and outcomes comprehensively. The program boosted reading interest but showed weak teacher involvement and limited reading material variety. Strengthening integration into classroom learning and fostering innovation are essential for sustainability. Keywords : School Literacy, CIPP Evaluation, Reading Culture, Teacher Roles, Literacy Innovation
Innovative Economics Learning for 21st Century Skills: Inovasi Pembelajaran Ekonomi dan Keterampilan Abad 21 Fermaisuri, Siti; Rahmona, Fitria; Armiati, Armiati
Indonesian Journal of Innovation Studies Vol. 27 No. 2 (2026): April
Publisher : Universitas Muhammadiyah Sidoarjo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21070/ijins.v27i2.1866

Abstract

General Background: Rapid technological and economic transformation in the Industrial Revolution 4.0 era requires economics education to move beyond theoretical knowledge toward the development of 21st century skills, including critical thinking, communication, collaboration, creativity, digital literacy, and entrepreneurship. Specific Background: Recent studies show a shift from teacher-centered instruction to student-centered, experiential, and technology-based learning in economics classrooms, incorporating project-based learning, digital simulations, artificial intelligence tools, internships, and collaborative problem solving. Knowledge Gap: However, most prior research focuses on single methods or specific institutional contexts, with limited systematic synthesis integrating diverse innovative approaches, implementation challenges, and institutional readiness. Aims: This study conducts a Systematic Literature Review using the PRISMA framework to synthesize peer-reviewed articles published between 2021 and 2025 on innovation in economics learning methods and their relation to 21st century skills development. Results: Fourteen selected studies reveal five major categories of innovation: technology-based learning, experiential and project-based learning, collaborative and participatory approaches, entrepreneurship-oriented learning, and self-regulated learning, consistently associated with the development of critical thinking, communication, collaboration, creativity, digital literacy, and entrepreneurial competencies. Novelty: This review provides an integrated conceptual mapping of innovative economics learning methods and their pedagogical mechanisms within a unified analytical framework. Implications: The findings highlight the need for alignment among instructional design, institutional support, digital infrastructure, and educator readiness to advance integrated, contextually relevant economics education for contemporary professional demands. Highlights • Identification of five categories of pedagogical innovation across fourteen peer-reviewed studies.• Consistent linkage between active learning approaches and development of 4C competencies.• Emphasis on institutional readiness and digital infrastructure as enabling conditions. Keywords Economics Education; Learning Innovation; 21st Century Skills; Digital Literacy; Systematic Literature Review