Voices of teachers: a qualitative analysis of the feasibility and qualitative perceptions of impact of SEE Learning on the well-being of Ukrainian classrooms before and during war by Tyralynn Frazier, Sara Rosenstein, Oleksandr Elkoin, Oleg Marushchenko, Natalia Rudzynska, Tetiana Drozhzhina

“…The interviews were conducted in Ukrainian, translated into English, and de-identified for analysis. Data was coded by primary and secondary coders, with agreement determined and analyzed through thematic analysis. …”
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The Effectiveness of Science Learning Research Skills: A Meta-Analysis Study by Ipin Aripin, Topik Hidayat, Nuryani Rustaman, Riandi Riandi

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Barriers and facilitators to the implementation of integrated community multimorbidity care model in Shanghai-a qualitative study based on normative process theory by SUI Mengyun1, FENG Jiachen1#, ZHANG Sheng1, CHENG Minna1, WANG Yuheng1, FU Chen1, SHI Yan1

“…Additionally, the utilization rates of voice follow-up and risk assessment should be improved, and standardized training for more specialized techniques should be provided to enhance data accessibility and utilization by implementers. …”
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Neonatal Intensive Care Unit Communication/Collaboration Among Nursing and Allied Health Students by Lynette Watt, Randy Case, Jessyca Wagner, Catherine Pankonien, Lauren Jansen

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Enhanced Curvature-Based Fabric Defect Detection: A Experimental Study with Gabor Transform and Deep Learning by Mehmet Erdogan, Mustafa Dogan

“…Furthermore, we implemented and evaluated several other methods from the literature, including Gabor and Convolutional Neural Networks (CNNs), within a unified coding framework. Each defect type was analyzed individually, with results indicating that the proposed algorithm exhibits comparable success and robust performance relative to deep learning-based approaches.…”
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Factors affecting the implementation of nurse-initiated antiretroviral treatment in primary health care clinics of Limpopo Province, South Africa by T. Mabelane, G. J.O. Marincowitz, G. A. Ogunbanjo, I. Govender

“…These interviews were transcribed verbatim and analysed using the colour-coding as well as cut-and-paste methods. Results: Common themes that emerged from the individual and focus-group interviews were: (1) lack of resources, which included health care workers, drugs, stationery, telephones, poor training and inadequate workspace; (2) factors affecting treatment adherence, such as stigma, poverty, poor roads and the restrictions on the ‘one pill’ regime; (3) support from management and the visiting doctor and (4) nurses’ work satisfaction. …”
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Unveiling the interplay of medical professionalism, mental well-being and coping in medical students: a qualitative phenomenological study by Kamran Sattar, Muhamad Saiful Bahri Yusoff

“…Seven FGDs, each with 5–10 participants, were conducted via Zoom©, yielding comprehensive qualitative data. An inductive coding approach was applied through iterative transcript analysis to ensure robust findings. …”
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Body language and words: a multimodal analysis of elite athletes' communication by Reny Rahmalina, Vivi Novia Eka Putri Putri, Lafziatul Hilmi, Asnita Sirait, Nadiya Kurniati

“…Systematic multimodal analysis went through three stages: (1) synchronization of linguistic and kinesic transcripts with the video, (2) development of a cue coding framework, and (3) thematic analysis of main themes. …”
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Empathy is associated with older adults’ social behaviors and verbal emotional expressions throughout the day by Meng Huo, Kate A. Leger, Kira S. Birditt, Karen L. Fingerman

“…Verbatim transcripts were coded for positive and negative social behaviors (e.g., praise, complain) and text was analyzed via Linguistic Inquiry and Word Count (LIWC) software for verbal expressions of positive and negative emotions (e.g., happy, hope, hate, hurt). …”
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Exploring participation of parents of children with complex care needs in higher education by Agnes M. Willemen, Friederike Ertmer, Melanie C. Verdam, Anne de la Croix

“…Questionnaire and interview data were coded using the Towle taxonomy for patient involvement and the CanMEDS competency framework. …”
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Critical Analysis of Customs Digitalization-Customs Broker Perspective by John Pius, Sekar Murugan

“…The paper recommends capacity-building initiatives and digital training programs for CHAs to strengthen their evolving role in a technology-driven customs environment. …”
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Identifying Factors Affecting the Efficiency of Distance Education: A Qualitative Study by Shabnam Khoramirooz, Abbas Gholtash, Fatemeh Ahmadbeigi

“…The analysis of the data was based on open, selective, and theoretical coding. Results: The conclusive findings of the study, derived from the interview data, indicated that the factors influencing the assessment of the efficacy of distance education encompass: 1) causal factors (modern technology; perceived ease of use; suitable educational software; qualified instructors; learner motivation and interest); 2) contextual factors (legislative frameworks and regulations, adequate technological infrastructure, support mechanisms for distance learning, proficiency in information technology, diversity and relevance of content); 3) intervention factors (internet connectivity speed, shortage of skilled personnel, inadequate planning, limited accessibility, unsuitable educational content, procrastination); 4) strategies (planning, resource analysis, facilities and equipment evaluation, training for educators and students, breadth of access to distance learning); Components for appraising the effectiveness of distance learning comprise learner satisfaction with distance education, relevance of content, adequate internet infrastructure, effective evaluation systems, engaging learning environments and outcomes include enhanced access to education, cost savings, improvement in teaching quality. …”
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Data augmentation based multi-view contrastive learning graph anomaly detection by LI Yifan, LI Jiayin, LIN Xingpeng, DAI Yuanfei, XU Li

“…Although contrast-based anomaly detection methods could effectively mine anomaly information based on the inconsistency of anomalous node instance pairs, avoiding the drawback of using self-coding architecture that led to the need for full graph training for the model. …”
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Empowering Individuals With Visual Impairment: A Digital Braille Solution for Learning the Urdu Language by Farzana Jabeen, Mehvish Rashid

“…This innovative solution involves mapping Braille codes to their corresponding Urdu alphabets and letters. …”
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Navigating materials adaptation: English teachers’ experiences in Turkish secondary schools by Müzeyyen Nazlı Güngör, David Read, Mustafa Akın Güngör

“…Content analysis and coding techniques were used to analyze narrations and interviews, while activities were evaluated based on English language skills targeted, alignment with lesson objectives, and responsiveness to student interests and needs. …”
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A Semantically Enhanced Label Prediction Method for Imbalanced POI Data Category Distribution by Hongwei Zhang, Qingyun Du, Shuai Zhang, Renfei Yang

“…Furthermore, most neural network classification models implicitly learn the semantic knowledge of different categories from training datasets, neglecting the explicit semantic information offered by natural language labels. …”
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Stakeholder Views on the Potential Benefits and Feasibility of an Equestrian Industry-Specific Health, Safety and Welfare Management System by Meredith Chapman, Kate Fenner, Matthew J. W. Thomas, Kirrilly Thompson

“…Industry gaps included (1) lack of training, education material, and competency; (2) social licence to operate (SLO) regarding horse welfare; and (3) management of and resistance to change. …”
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Identification of ferroptosis-related gene signatures in temporal lobe epilepsy with hippocampal sclerosis by Fan Gao, Jinzi Li

“…In this study, we aimed to construct ferroptosis-related gene signatures in temporal lobe epilepsy with hippocampal sclerosis (TLE-HS) and explore their diagnostic role in TLE-HS.MethodsThe GSE205661 dataset was acquired for training purposes, while the GSE71058 was obtained to serve as the validation dataset. …”
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Barriers and facilitators to data quality of electronic health records used for clinical research in China: a qualitative study by Hongling Chu, Nan Li, Yiming Zhao, Kaiwen Ni, Lin Zeng

“…To improve data quality, suggestions from participants included: better staff training, providing monetary incentives, performing daily data verification, improving software functionality and coding structures as well as enhancing multidisciplinary cooperation.Conclusions These results provide a basis to begin to address current barriers and ultimately to improve validity and generalisability of research findings in China.…”
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Patient reactions to proactive tobacco cessation counseling using a decision aid in primary care: A qualitative study by Anne Boesch, Marie-Anne Durand, Ines Habfast-Robertson, Isabelle Jacot-Sadowski, Ivan Berlin, Kevin Selby

“…A thematic data analysis was performed with 20% double independent coding. We conducted 20 semi-structured interviews (mean age 49 years, 55% female). …”
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