Indigenous early warning indicators for improving natural hazard predictions by Masego M. Motsumi, Livhuwani D. Nemakonde

“…A phenomenological approach, which is a form of qualitative research design, was employed, with data collected through focus group discussions and virtual interviews with key informants, involving 109 participants. …”
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Insights into the relationship between emotional intelligence and critical thinking among nursing students by Ahmad Ayed, Ibrahim Aqtam, Malakeh Z. Malak, Dalia Toqan, Bahaaeddin M. Hammad, Jamal Qaddumi, Mustafa Shouli

“…Validated scales, the Schutte Self-Reported Emotional Intelligence Test (SSEIT) and Critical Thinking Disposition Scale (CTDS), were utilized. Data were analyzed using Pearson’s correlation and multiple linear regression analysis (F = 89.47, p < 0.001). …”
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A novel attention-based deep learning model for improving sentiment classification after the case of the 2023 Kahramanmaras/Turkey earthquake on Twitter by Serpil Aslan, Muhammed Yildirim

“…As users freely express their thoughts and emotions, a vast amount of data is generated, particularly in the aftermath of disasters, which can be collected quickly and directly from individuals. …”
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SRP-CR: Semantic and Representational Priors for Diffusion-Based Cloud Removal by Zhentao Zou, Ze Zhang, Yue Zhou, Xue Jiang

“…For representational priors, we introduce the dynamic contextual prior fusion module, which effectively captures and merges informative contextual data from multitemporal cloudy images, thereby preserving low-level fidelity. …”
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Development and validation of a food retail environment analysis protocol in Iran by Mohammadhassan Rostami, Mina Babashahi, Arezoo Rezazadeh, Nasrin Omidvar, Hamed Zamanpoor

“…Conclusion: The validated protocol effectively assesses diverse retail food environments, offering essential data for evaluating policies and guiding interventions to improve healthy food access. …”
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Dynamic spatiotemporal graph network for traffic accident risk prediction by Pengcheng Zhang, Wen Yi, Yongze Song, Penggao Yan, Peng Wu, Ammar Shemery, Keith Hampson, Albert P. C. Chan

“…Our model uses channel-wise convolutional neural networks to detect spatial accident patterns across weekly, daily, and hourly time scales with automatic weight learning, simultaneously employing graph convolutional networks to process road network features, population feature while integrating external data like weather and dates. The dynamic learning of spatial correlations, combined with the integration of road characteristics and contextual variables, significantly enhances the accuracy of traffic accident predictions. …”
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Servant leadership and patient safety culture in Ethiopian public hospitals: a qualitative study by Getnet Worku Demeke, Marloes L. van Engen, Solomon Markos

“…Methods We conducted a multicenter qualitative case study to explore how healthcare managers’ servant leadership nurtures a culture of patient safety in outpatient care settings of three large public sector hospitals in Addis Ababa, Ethiopia. Data were collected using in-depth interviews with 23 healthcare professionals (November 2023–March 2024) and onsite observations to generate rich, contextual insights about the research phenomenon. …”
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The use of standardised tools to measure post-mastectomy quality of life among women in Africa: a scoping review by Alexis Harerimana, Gugu Mchunu

“…Ultimately, 34 studies met the inclusion criteria for data extraction and thematic analysis. The review followed PRISMA-ScR guidelines. …”
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Secondary traumatic stress in emergency department nurses: A multi-methods study protocol by Mahdieh Motie, Masoud Fallahi-khoshknab, Farahnaz Mohammadi Shahbolaghi, Mohammad Saeed Khanjani, Marcus Stueck, Hamidreza Khankeh

“…Participants will be selected using purposive and theoretical sampling until data saturation is achieved. Data collection will focus on emergency nurses' experiences and emotional responses, with analysis proceeding through five stages: open coding, concept development, contextual analysis, process analysis, and category integration. …”
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Nurturing compassion in neonatal end-of-life care: a qualitative exploration of palliative care nurses’ roles and experiences by Osama Mohamed Elsayed Ramadan, Alaa Hussain Hafiz, Nouran Essam Katooa, Nasreen M. Alghamdi, Nadia Bassuoni Elsharkawy, Enas Mahrous Abdelaziz, Nermen Abdelftah Mohamed, Nagwa Ibrahim Mabrouk Baraka

“…Forty nurses from four neonatal intensive care units (NICUs) in Egypt completed semi-structured interviews and reflective journaling. Data were analyzed using a two-phase approach, incorporating Lazarus and Folkman’s Transactional Model of Stress and Coping to contextualize findings within broader emotional regulation and resilience frameworks. …”
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Building Skills in the Digital Age through Merdeka Belajar Curriculum Development Training by Nur Lailiyah, Andri Pitoyo, Sujarwoko Sujarwoko, Marista Dwi Rahmayantis, Endang Waryanti, Sempu Dwi Sasongko, Sardjono Sardjono, Encil Puspitoningrum, Moch. Muarifin, Yolanda Rensia Gigik, Fadila Ardinaning Putri

“…The training, involving teachers from three elementary schools, focuses on comprehending the curriculum's principles and crafting lesson plans integrating digital competencies like data literacy, programming, and media skills. …”
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Conceptual frameworks, competencies, contents and teaching methods in planetary health education for health students and professionals: a global systematic scoping review by Carme Carrion, Camilla Alay Llamas, Eka Dian Safitri, Carola Domènech-Panicello, George S. Downward, Ardi Findyartini, Nadia Greviana, Indah Kartika Murni, Sie Meng Lee, Mireia Llimós, Ariadna Moreno, Shannon Leigh O’Brien, Isabel Ruiz-Mallén, Diantha Soemantri, Indah Suci Widyahening, Respati Wulansari Ranakusuma, Dewi Yunia Fitriani, Cristina O’Callaghan-Gordo

“…Designing training programs attuned to contextual needs of diverse groups and geographical areas is crucial. …”
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Applications of Human‐Centered Design to Food Is Medicine Interventions: The THRIVE Pilot Trial by Khadijat Adeleye, Kennedy McDaniel, Irma Iribe, Adeline Assani‐Uva, Janice Dugbartey, Aminata Sinyan, Bijaya Bhattarai, Samantha DeMarco, Tosin Tomiwa, Mojisola Olusola‐Bello, Chelsea Akubo, Faith E. Metlock, D’Janee Kyeremeh, Adrián McMahon, Maya Kramer‐Johansen, India Washington, Peiyu Chen, Christy Rodriguez, Mia Johnson, William Xiao, Samuel Gledhill, Samuel Yeboah‐Manson, Natania Kurien, Lydia Vassiliadi, Jennifer Freeman, Anna Maria Izquierdo‐Porrera, Lessly Palencia, Valerie K. Sullivan, Yvonne Commodore‐Mensah, Oluwabunmi Ogungbe

“…Conclusions Human‐centered design effectively guided community engagement in the development of a contextually tailored Food Is Medicine intervention. …”
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Water, Health, and Social Technologies: One Million Cisterns Programme Case Study by José Firmino de Sousa Filho, Walisson Angélico de Araújo, Mariana Sebastião, Adalton Fonseca, Raíza Tourinho, Denise Pimenta, Gervásio Santos, Lucas Emanuel, Roberto F. S. Andrade, Gustavo Casais, Gisele Paixão, Andrea Ferreira, Rachel Coelho, Maria Yuri Ichihara, Júlia Pescarini, Joanna M. N. Guimarães, Paulo Victor da Costa, Ismael Silveira, Rafael Silva, Rita Ribeiro, Maurício L. Barreto, On behalf of the SEDHI team

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A review of large language models and the recommendation task by Jacob Munson, Thomas Cuezze, Siddat Nesar, Dominique Zosso

“…We detail how these shifting data paradigms have shaped the field and integration of transformer architecture, large language models, and chatbots in modern recommender systems. …”
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Large language model powered knowledge graph construction for mental health exploration by Shan Gao, Kaixian Yu, Yue Yang, Sheng Yu, Chenglong Shi, Xueqin Wang, Niansheng Tang, Hongtu Zhu

“…Abstract Mental health is a major global concern, yet findings remain fragmented across studies and databases, hindering integrative understanding and clinical translation. …”
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Batik Ratu Banten in an Ethnomathematics Lens: Historical Value and Mathematical Value by Vidya Ayuningtyas, Yuke Andriani, Sulistiawati, Destri Astrianingsih, Anggi Rahmani

“…The data received is analyzed to dissect and clarify the philosophy and describe batik motifs using a geometric approach, using data reduction techniques, data presentation, and concluding so that research conclusions are obtained. …”
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EKSISTENSI ILMU FARAIDH UNTUK MENINGKATKAN PEMECAHAN MASALAH BERDASARKAN KEMAMPUAN MATEMATIS MAHASANTRI MA’HAD ALY by Annisaul Qoyyimah, Mohammad Tohir, Muhasshanah Muhasshanah

“…The results of the ANOVA test indicate an F-value of 78.562, with a significance level of p = 0.000. Qualitative data support this finding by showing that contextual and applicable Faraidh science learning improves students' motivation and numeracy skills. …”
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An Event Log Repair Method Based on Masked Transformer Model by Ping Wu, Xianwen Fang, Huan Fang, Ziyou Gong, Daoyu Kan

“…However, the presence of outliers and missing values often compromises the integrity of event logs, consequently exerting adverse effects on process analysis and associated decision-making. …”
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An IoT-Based Smart System with an MQTT Broker for Individual Patient Vital Sign Monitoring in Potential Emergency or Prehospital Applications by Yung-Chung Tsao, Fu-Jen Cheng, Yi-Hua Li, Lun-De Liao

“…Emergency care is a critical area of medicine whose outcomes are influenced by the time, availability, and accuracy of contextual information. The success of critical or emergency care is determined by the quality and accuracy of the information received during the emergency call and the data collected during emergency transportation. …”
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