New technologies and related changes at work as triggers for professional development in the nursing domain: an exploratory interview study by L. Romina Bornhaupt, Regina H. Mulder

“…Ten nurses with state-approved professional qualification in nursing, geriatric care, or equivalent nursing training took part in the study. Data analysis was conducted in a combination of deductive and inductive qualitative content analysis using a concept-driven coding frame. …”
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Enhancing the effectiveness of interprofessional education in health science education: a state-of-the-art review by Janique Oudbier, Etienne Verheijck, Denise van Diermen, Jan Tams, Jos Bramer, Gerard Spaai

“…Study features were evaluated using a coding scheme, and qualitative analysis of the included studies was performed. …”
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"I don't see a reason why we should be hidden from view": Views of a convenience sample of people living with HIV on sharing HIV status data in routinely collected health and care... by Elizabeth Ford, Katie Goddard, Michael Smith, Jaime Vera

“…When UK healthcare patient data is curated into anonymised datasets for research, HIV diagnostic codes are stripped out. As PLWH age, we must research how HIV affects conditions of ageing, but cannot do so in current NHS research datasets. …”
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Effective behavioral change techniques in m-health app supported interventions for glycemic control among patients with type 2 diabetes: A meta-analysis and meta-regression analys... by Kaifeng Liu, Yuxuan Xia

“…The BCTs utilized in each intervention were coded based on a widely used BCT taxonomy. Health outcomes (e.g. change in hemoglobin A1c [HbA1c]) were meta-analyzed using random effect models. …”
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Unraveling access barriers and challenges of sexual and reproductive health services for individuals with psychosocial disabilities in Nigeria: insights from family, caregivers, an... by Ibrahim Muhammad Usman, Robert A. C. Ruiter, Schaafsma Dilana

“…Sixty (N = 60) participants were purposively and conveniently selected to include caregivers, and family members of PPSD, and community actors’ who are familiar with mental health issues and its related PSD. Responses were coded and analyzed thematically, guided by the socio-ecological framework.ResultsThe study reported key barriers to SRH access for PPSD, including limited mental health awareness, stigma, financial constraints, and poor healthcare infrastructure. …”
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Navigating the medical journey: Insights into medical students' psychological wellbeing, coping, and personality. by Aisha Ali Hawsawi, Neil Nixon, Elena Nixon

“…Medical students undergo rigorous training programs that can affect their psychological wellbeing. …”
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Fears and Concerns of Bystanders to Help People Injured in Traffic Accidents: A Qualitative Descriptive Study by Mohammad Jafar Sepahvand, Kian Nourozi, Hamidreza Khankeh, Farahnaz Mohammadi-Shahboulaghi, Masoud Fallahi-Khoshknab

“…Data analysis and the determination of codes, categories, and subcategories were done using qualitative analysis software. …”
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“We’re all learning together”: exploring peer educator engagement in Recovery Colleges through a participatory research approach by Betsabeh Parsa, Angela Towle, Sue Macdonald

“…Qualitative data were analyzed using thematic analysis, with coding refined through an iterative process.ResultsWe identified five themes for sustaining peer educator engagement: Inclusivity, Connectedness, Adaptability, Empowerment, and Implementation Factors. …”
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PLZero: placeholder based approach to generalized zero-shot learning for multi-label recognition in chest radiographs by Chengrong Yang, Qiwen Jin, Fei Du, Jing Guo, Yujue Zhou

“…Abstract By leveraging large-scale image-text paired data for pre-training, the model can efficiently learn the alignment between images and text, significantly advancing the development of zero-shot learning (ZSL) in the field of intelligent medical image analysis. …”
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Factors involving in healthcare professionals' decision-making process regarding the use of restrictive care practices in adult mental health inpatient units: A protocol for an umb... by Zelalem Belayneh, Biazin Yenealem, Alemayehu Molla, Nigus Alemnew, Temesgien Ergetie, Workua Mekonnen, Birhanie Mekuriaw

“…Textual data discussing issues related to professionals' decision-making regarding the use of restrictive care practices will be extracted from each study, coded, and analysed using inductive content analysis. …”
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FORMATION OF INFORMATION LITERACY OF FUTURE TEACHERS OF the UKRAINIAN LANGUAGE AND LITERATURE by Olha О. Lilik

“…In the context of the study, such forms and methods were used as brainstorming, the tree of assumptions, the ladder of success, cubing, knowledge maps, trainings, with the help of which the formation of information literacy of future teachers of Ukrainian language and literature was achieved. …”
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“It's the patient that suffers from poor communication”: Analyzing communication gaps and associated consequences in handover events from nurses’ experiences by Roger A. Atinga, Mtebi Nkrabia Gmaligan, Alice Ayawine, John K. Yambah

“…A two-stage data analysis was adopted by integrating deductive and inductive codes into broad thematic typologies explaining drivers of communication gaps and the consequences thereof. …”
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Scientific Opinion on the use of animal‐based measures to assess welfare of dairy cows by EFSA Panel on Animal Health and Welfare (AHAW)

“…Abstract Animal‐based measures, identified on the basis of scientific evidence, can be effectively used in the evaluation of the welfare of dairy cattle on farm in relation to laws, codes of practice, quality assurance schemes and management. …”
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From both sides of the needle: Understanding effective interventions for facilitating non-national immunization program vaccine decision making in China by Mingzhu Jiang, Xuanxuan Yan, Weixi Jiang, Haifeng Ma, Sijuan Zhou, Xiaohua Ying

“…Key intervention functions included Persuasion, Education, and Training. We further mapped how these interventions influence non-NIP vaccine decisions. …”
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Understanding peer support among healthcare assistants delivering hospice care at home: a protocol for a realist review by Sonja McIlfatrick, Felicity Hasson, Tracey McConnell, Katarzyna Anna Patynowska

“…Data will be extracted and coded using a realist logic model of analysis. The review will develop an explanatory programme theory for peer-to-peer interventions which would identify what, how, for whom, why and in what circumstances peer-to-peer interventions may support delivery of hospice care at home. …”
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Student performance and perceptions in a hybrid laboratory model: an exploratory study of interactive virtual simulations and in-person integration in a foundational microbiology c... by Vanessa Ayer Miller, Timothy Marks, Dorothea K. Thompson

“…These findings support the utility of a hybrid laboratory model in a foundational microbiology course for training pre-clinical students.…”
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Breast cancer diagnosis with MFF-HistoNet: a multi-modal feature fusion network integrating CNNs and quantum tensor networks by Tariq Mahmood, Tanzila Saba, Amjad Rehman

“…The Grad-CAM method proves the fusion model's reliability and interoperability, showing its firm resolution and good performance. The proposed model codes are publicly available at: https://github.com/tmsherazi/MFF-HistoNet with DOI: https://doi.org/10.5281/zenodo.14808037 .…”
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Challenges, knowledge, and skills required for family caregivers of older adults with dementia: a qualitative study in Vietnam by Tran To Tran Nguyen, The Ha Ngoc Than, Tuan Chau Nguyen, Lan Tuyet Duong Vu, Khoa Tri Truong, Truc Thanh Thai, Penelope Schofield, Tuan Anh Nguyen

“…The interview transcripts were coded by two independent researchers and analyzed thematically. …”
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Design and execution of remote structured programming for students’ summer undergraduate research experiences by Goodness Madu, Ke Bei, Stavroula Andreopoulos, Martina Steiner

“…This program incorporates non-lab-based components, such as scientific talks, professional development training, mentoring sessions, and social activities. …”
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Factors Influencing Information Distortion in Electronic Nursing Records: Qualitative Study by Jianan Wang, Yihong Xu, Zhichao Yang, Jie Zhang, Xiaoxiao Zhang, Wen Li, Yushu Sun, Hongying Pan

“…Data were analyzed using inductive content analysis, which involved initial preparation, line-by-line coding, the creation of categories, and abstraction. …”
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