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145 referensi ditemukan

JOURNAL Umuminternational2026

A hybrid structural–machine learning framework: Conventional SVAR and random forest regression

Augusto Aliaga-Miranda; Luis Ricardo Flores-Vilcapoma; Jorge Miguel Chávez-Díaz; Luis Antonio Visurraga-Camargo; Jacqueline Denisse Llacza-Molina; Wilmar Salvador Chavarry-Becerra · DOAJ Open Access Articles

This study examines the transmission of copper price shocks to the Peruvian economy through a hybrid empirical framework that combines a conventional Structural Vector Autoregression model with Random Forest regression. Using quarterly and monthly macroeconomic data for 2004–2025, the analysis evaluates how copper shocks propagate through the exchange rate, …

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JOURNAL Umuminternational2026

A hybrid machine learning framework for optimized MSME classification and knowledge discovery in smart village systems

Eneng Tita Tosida; Ajiz Abdul Majid; Irma Anggraeni; Jumadil Saputra; Muhamad Deni Johansyah · DOAJ Open Access Articles

Micro, Small, and Medium Enterprises (MSMEs) are a vital component of local economic growth, making significant contributions to advancing Smart Village and Smart Economy programs. The classification and distribution processes to support MSMEs across numerous locations continue to be manual, subjective, and inefficient. This study employs a hybrid data minin…

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JOURNAL Umuminternational2026

Spectral analysis of groundwater level time series for robust estimation of aquifer response times

T. Houben; C. Siebert; T. Kalbacher; M. Di Dato; T. Fischer; S. Attinger · DOAJ Open Access Articles

Groundwater resources represent Germany's most important source of freshwater but they are increasingly under pressure. Climate change, societal developments, and rising abstraction rates are impacting subsurface storage in ways that are currently difficult to predict, affecting both the quantity and quality of groundwater. To ensure sustainable groundwater …

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JOURNAL Umuminternational2026

Brian Chikwava’s Harare North: A Pedagogy of Resistance in an Exile Narrative

Nahiri Jean Charles Nahiri · DOAJ Open Access Articles

Connecting Zimbabwe and England through an exile narration, Brian Chikwava’s Harare North is received with acclamations and excitement among critics, particularly literary critics. The unnamed protagonist, through his particular way of telling [his] transnational stories has attracted critical attention and given rise to analyses combining exilic, linguistic…

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JOURNAL Umuminternational2026

Social Representations of the Causes of School Dropout among Parents, Students, and Teachers in Ipelcé, Burkina Faso

Bapindié Ouattara; Larba Sawadogo; Afsata Paré/Kaboré · DOAJ Open Access Articles

School attrition rates have a negative impact on Burkina Faso’s education system despite efforts to provide a quality education. This observation prompted the present study, titled: “Social Perceptions of the Causes of School Dropout Among Parents, Students, and Teachers in Ipelcé, Burkina Faso.” Using a quantitative approach, our study aims to determine whe…

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JOURNAL Umuminternational2026

The power of practicum in science education: An analysis of the role of practical-based learning on learning satisfaction and deep learning

Ismail Ismail; Asham Bin Jamaluddin; Arifah Novia Arifin; Andi Citra Pratiwi · DOAJ Open Access Articles

Despite growing demands for deeper scientific understanding and practical competence, empirical evidence on how microlearning and teaching style interact with practical-based learning to strengthen learning quality across ASEAN school contexts remains limited. This study analyzes the effects of microlearning, teacher teaching style, and practical-based learn…

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JOURNAL Umuminternational2026

Changes in first year medical students’ attitudes and perceptions toward cultural diversity: a pilot study in Korea

Hoang Minh Nguyen; Yon Chul Park · DOAJ Open Access Articles

Purpose Cultural diversity (CD) education in undergraduate medical training has gained increasing attention as patient populations become more diverse. This pilot study examined preliminary changes in first-year medical students’ attitudes and perceptions toward CD following a single structured session informed by Dogra’s (2005) perspective on CD education a…

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JOURNAL Umuminternational2026

Exploring medical and nursing students’ experiences of interprofessional communication and teamwork after a simulation-based interprofessional education session

Hoang Minh Nguyen; Vu Quoc Huy Nguyen; Minh Tam Nguyen; Khanh Vinh; Kyung Hye Park; Yon Chul Park · DOAJ Open Access Articles

Interprofessional education (IPE) is increasingly implemented to prepare health professions students for collaborative practice. This exploratory pilot examined how medical and nursing students experienced and applied interprofessional communication and teamwork in clinical practice after a simulation based IPE session. This exploratory mixed-methods pilot s…

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JOURNAL Umuminternational2026

Developing an interprofessional self-reflection logbook in reproductive health in low-middle income countries: educational design research

Fatikhu Yatuni Asmara; Marco Versluis; Dian Puspita Dewi; Diana Nur Afifah; Jan-Jaap Reinders; Tri Nur Kristina; Nynke Scherpbier · DOAJ Open Access Articles

Purpose Remoteness from institutions challenges supervision in interprofessional education (IPE) in a community setting in reproductive health in low- and middle-income countries (LMIC). In this setting, IPE would benefit from an instrument that supports self-reflection. The use of logbooks could provide such an instrument. This study aims to develop and val…

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JOURNAL PAIinternational2026

Enhancing Urban Air Quality Mapping through Novel Measurement and Modelling approaches, and Citizen Science: Actionable Insights from the RI-URBANS Project

D. Bousiotis; F. D. Pope; J. Hofman; M. Van Poppel; J. Kerckhoffs; R. M. Harrison · DOAJ Open Access Articles

Air Quality is among the most pressing environmental issues impacting upon urban populations. Traditional air quality networks can assess time trends and assess compliance to air quality regulations, but lack the spatial and temporal resolution to understand individual exposure to air pollution. The RI-URBANS project is a European initiative aiming to develo…

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JOURNAL Umuminternational2026

Experience Matters: Iranian EFL Teachers' Beliefs on Corrective Feedback

Hamid Reza Dowlatabadi; Hamed Badpa · DOAJ Open Access Articles

Corrective feedback (CF) is widely recognized as vital in second language acquisition, yet the evolution of teachers' beliefs about CF across experience levels remains insufficiently explored in the Iranian EFL context. This explanatory mixed?methods study examined whether significant differences exist between novice and experienced teachers' beliefs regardi…

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JOURNAL Umuminternational2026

Teachers and Learners’ Perceptions of Autonomy in English Language Learning: A Comparative Study of State Schools and Private Language Institutes in Iran

Ahmad Nasiri; Abbas Zarei · DOAJ Open Access Articles

Autonomy is an important concept in education. It is a multi-faceted trait. The present study examined various aspects of autonomy, specifically, cognitive, interpersonal, institutional, and technological, within English language learning settings in both state schools and private language institutes. A questionnaire was developed, drawing on key concepts fr…

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JOURNAL PAIinternational2026

Market-driven Discourses in Global ELT Textbooks and Their Interpretations in Learners’ Narrations

Mohadeseh Hasani; Afsar Rouhi; Reza Abdi · DOAJ Open Access Articles

Global English language teaching (ELT) textbooks function not only as linguistic resources but also as sites where market-oriented identities and cultural imaginaries are made available to learners. Although critical ELT scholarship has examined neoliberalism in textbook materials, less attention has been paid to how discourses are realized across proficienc…

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JOURNAL Umuminternational2026

The Effect of AI-Assisted Blended Self- and Peer-Assessment on Iranian EFL Learners’ Writing and Motivation: The Role of Extroversion and Introversion

Karim Shabani; Niloofar Ahmadnezhad · DOAJ Open Access Articles

This mixed?methods study examined the effects of AI?assisted blended self- and peer?assessment on the writing performance and motivation of 80 intermediate Iranian EFL learners, while also exploring the mediating role of introversion/extroversion. Participants from a language institute in Babol were divided into two experimental and two control groups. Over …

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JOURNAL Umuminternational2026

Integrating ICT and AI-driven Reflective Practice to Enhance EFL Teachers’ Language Assessment Literacy: A Comparative Study of Young and Adult-Learner Contexts

Mohammad Hossein Arefian; Rajab Esfandiari; Abbas Ali Zarei Mavini · DOAJ Open Access Articles

Language Assessment Literacy (LAL) is vital for effective instruction, but its development is often limited by institutional policies and a lack of contextualized professional development. Although information and communication technology (ICT) and Artificial Intelligence (AI) provide new avenues for nurturing reflective practice and fostering LAL, their inf…

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JOURNAL Umuminternational2026

The Impact of Technology and Artificial Intelligence on Self-Training and Professional Development of Iranian Undergraduate TEFL Students

Sara Sheikhzadeh; Bahram Mowlaie · DOAJ Open Access Articles

This study investigates the role of Artificial Intelligence (AI) and digital technologies in supporting self-training and professional development among undergraduate TEFL students at a single branch of Islamic Azad University (South Tehran). Employing an explanatory sequential mixed-methods design, the study first analyzed quantitative survey data and subse…

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JOURNAL Umuminternational2026

Promoting News Literacy with epistemological beliefs, IFLA checklist and AI: Insights from a teacher training program in Italy

Flavio Manganello · DOAJ Open Access Articles

This study examines the integration of epistemological beliefs, the IFLA checklist for evaluating news credibility, and the News Verifier, an AI tool powered by GPT-4, within a teacher training program aimed at enhancing news literacy. It explores the relationship between educators’ epistemological profiles and their ability to classify news using the IFLA c…

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JOURNAL Umuminternational2026

The role of media literacy in shaping campus student leaders’ perceptions of media activism, online risks, and social support

Srividya Ramasubramanian; Minnie S McMillian; Shumaila J. Bhatti; Shannon Burth; Julius Matthew Riles; Elizabeth Behm-Morawitz; Melody Wilson · DOAJ Open Access Articles

in social movements. Within contemporary contexts, media is an important site through which campus student leaders raise awareness, share relevant information, distribute online petitions, and shape public discourses on various social issues. Media literacy is an essential skill for student leaders to be effective in their activist initiatives and be able to…

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JOURNAL Umuminternational2026

Demographic context of Media and Information Literacy (MIL) skills among senior high school students in Ghana

Patience Emefa Dzandza Ocloo; Aurelia Ayisi; Abena Animwaa Yeboah-Banin; Annie Oye · DOAJ Open Access Articles

This paper explores the media and information literacy (MIL) competencies of young Ghanaians in senior high schools. It is premised on the rising spate of misinformation, online security breaches, and the avalanche of content young people must navigate. Together, these factors demand young persons to be new media savvy in order to use the affordances of the …

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JOURNAL Umuminternational2026

Integrating AI into media analysis projects: Students’ insights on using ChatGPT

Serpil Yalcinalp; Hacer Turkoglu · DOAJ Open Access Articles

This research aims to explore students’ perspectives on their use of ChatGPT during a media analysis project in a media literacy (ML) course. Additionally, it investigates what the assigned media literacy project has contributed to them. Qualitative analysis results from 48 students indicated that they believed their media analysis positively contributed to …

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