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To assess the quality of the Spanish Triage System performed by nurses according to the triage code assigned to each patient and to examine factors associated with the need for re-evaluation after completion of triage.
Retrospective longitudinal observational study.
A retrospective analysis was conducted of patients triaged in the emergency department between 2018 and 2023. Patients triaged by other healthcare professionals and those who did not receive a triage priority level were excluded.
493,211 episodes were analysed. Most were low/intermediate acuity (Level IV 65.4%, Level III 23.9%; Level I 0.1%). Mean time-to-first physician record entry increased as acuity decreased (38 min Level I vs. 81 min Level V), yet recorded time-target compliance was lowest in Levels I–II (23.8% and 14.7%). Re-evaluation occurred more often in high-acuity levels and was independently associated with older age, male sex, lower oxygen saturation and longer emergency department length of stay; compared with Level I, Levels II–III and lower adjusted odds of re-evaluation.
Nurse-led triage demonstrated coherent clinical and operational stratification; however, the lowest recorded time-target compliance in the sickest patients suggests a gap between immediate care and electronic documentation.
Streamline documentation workflows for high-acuity cases and use re-evaluation risk profiles to prioritize monitoring and escalation.
Evidence on nurse-led Spanish Triage System performance and time-documentation quality is limited. Acuity and flow metrics showed expected gradients, but target-time compliance was lowest in Levels I–II; predictors of re-evaluation were also identified. Findings support emergency department nursing, quality improvement and potential benefits for patients attending emergency departments.
STROBE guidelines.
This study did not include patient or public involvement in its design, conduct or reporting.
Chronic heat stress and recurrent dehydration from strenuous labour in hot environments are recognised drivers of acute kidney injury among agricultural workers in Mesoamerica and may contribute to Chronic Kidney Disease of Unknown Aetiology (CKDu). This study explored how members of a long-term community-based cohort in northwest Nicaragua perceive, experience and adapt to extreme heat, within the broader context of environmental and labour changes.
This qualitative study used focus group discussions with participants from a community-based cohort followed for over a decade and community members. Transcripts were analysed thematically using an interpretative approach, with trustworthiness ensured through peer debriefing, audit trails, triangulation and achievement of thematic saturation.
Rural agricultural communities in northwest Nicaragua participating in a long-term community-based cohort.
Participants were purposively sampled from a prospective community-based cohort and community members were invited to participate. Men and women across different age groups were invited. In total, 91 adults aged ≥18 years participated in 11 face-to-face focus groups, each comprising 8–11 men or women.
Themes describing experiences of heat stress, occupational risk and adaptive responses among agricultural workers.
Participants described worsening heat linked to deforestation, unsafe and inadequate water access and unrealistic production targets that prioritised output over health. In response, workers reported adaptive practices including self-paced labour, hydration routines and peer monitoring. Community solidarity and mutual aid emerged as key sources of resilience despite structural constraints.
Heat stress amplifies occupational hazards and exacerbates health inequities among marginalised agricultural workers. Integrating climate adaptation and equity into labour protections—ensuring access to clean water, adequate shade and fair workloads—can strengthen resilience in agricultural communities facing rising heat-related health risks.
Severe mental illness such as psychosis is among the most disabling illnesses worldwide, disproportionately affecting minoritised ethnic groups and those in socioeconomic disadvantage. In the UK, people from Black ethnic backgrounds are more likely to experience a first episode of psychosis and to be detained under the Mental Health Act than White British people. There is a clear need for mental health services to improve cultural awareness and understanding of the broader social needs of minoritised groups, as well as the need to improve mental health literacy (MHL) within Black communities to empower individuals to seek timely mental health support. This protocol describes our programme of work which aims to assess the feasibility, acceptability and cost-effectiveness of Co-STARS, which is a co-produced, culturally appropriate tiered training package.
We co-produced a culturally appropriate, place-based, tiered MHL training package (Co-STARS) to deliver within underserved Black communities and via an e-learning package implemented among staff within mental health trusts. The training will be evaluated in stages. First, a pilot cluster randomised controlled trial will assess the feasibility and acceptability (defined as participants’ perceptions of the training’s relevance, usefulness and delivery) of a lived experience-led MHL training package delivered by Black young people with experience of mental ill health, to underserved communities in Birmingham, UK. Acceptability will be quantified through participation and completion rates and explored qualitatively via focus groups and interviews. Second, a stepped-wedge cluster randomised trial will evaluate the feasibility of an e-learning training programme for mental health professionals. We will embed a process evaluation to explore change mechanisms and identify barriers and enablers for future implementation. Third, we will use realist-informed participatory systems mapping and novel epidemiological analyses to explore downstream effects (ie, improved care access for Black ethno-racial groups within the intervention areas). Last, a cost-effectiveness framework will be developed to assess whether the intervention is good value for money in future efficacy trials. In the cluster trial, eight clusters will be randomised to the intervention arm (face-to-face training in the community) and control arm (display of MHL materials) with pre- and post-assessments in 120 participants from 8 clusters, 3 weeks apart. In the stepped wedge trial, six clusters (clinical teams within NHS mental health trusts) including 120 NHS staff in total, will move from control phase to intervention phase in a stepped wedge manner, with pre-assessments and post-assessments.
This proposal was reviewed by the Research Governance of the University of Birmingham and UK Research and Innovation (UKRI) grant reviewers. Ethics approval was granted by East of Scotland Research Ethics Service. The findings will be communicated in research conferences, stakeholder meetings, via social media, through publication in peer-reviewed journals and as a policy document.
by Claudia N. Spaan, Eileen Daniels, Wouter L. Smit, Ruben J. de Boer, Joana Silva, Jacqueline L. M. Vermeulen, S. Meisner, Vanesa Muncan, Riekelt H. Houtkooper, Jarom Heijmans
Reprogramming of energy metabolism is one of the hallmarks of cancer cells and mutations that modify wild type intestinal cells to colon carcinomas increases cellular energy expenditure. Mitochondria are the main site for ATP production in (cancer) cells and disrupting their function results in impaired tumor forming efficacy. The mitochondrial ribosomal proteins (MRPs) constitute the ribosome specifically in mitochondria, and as such are crucial for the translation process of the electron transport chain complex subunits. We hence aimed to explore the consequence of reduced MRP expression on adenomagensis and investigate this in a genetic mouse model with bodywide heterozygosity for Mrpl54. We show that Mrpl54 heterozygosity does not alter adenoma formation, intestinal proliferation or apoptosis in a heterozygous Apc model. Furthermore, diminished Mrpl54 expression did not decrease stemness or global parameters of metabolism in colorectal cancer cell lines.Split-thickness skin autografts are commonly used to treat extensive cutaneous defects. However, donor site morbidity, including pain, bleeding, and delayed epithelialization, remains a major clinical challenge. This study evaluates whether applying autologous platelet-rich plasma (PRP) to the donor site improves healing outcomes. A prospective cohort study was conducted at a tertiary-level academic hospital in Colombia. The study protocol was approved by the local Institutional Ethics Committee. Adult patients (> 18 years) undergoing split-thickness skin grafts for trauma, burns, oncologic resections, or chronic ulcers were included. Two groups were compared: the PRP group, in which autologous platelet-rich plasma was applied to the donor site, and the control group, which received standard wound care. The primary outcome was the quality of epithelialization at the donor site, while pain, assessed using the Numeric Rating Scale, was evaluated as a secondary outcome at multiple postoperative time points. Data were analysed using descriptive statistics and linear mixed-effects models adjusted for potential confounders, with statistical significance set at p < 0.05. A total of 46 patients were included (16 in the PRP group and 30 in the control group), with no significant demographic differences between groups. The PRP group demonstrated improved epithelialization quality, with lower Vancouver Scar Scale scores on postoperative days 7 and 14 (p < 0.05). Patients treated with PRP also reported a reduction of up to 50% in postoperative pain during early assessments (p < 0.001). These effects were maintained throughout the follow-up period, suggesting a sustained benefit of PRP on both healing quality and pain control. These findings suggest that autologous PRP application at split-thickness skin graft donor sites may enhance early epithelialization quality and reduce postoperative pain compared with standard wound care. PRP appears to be safe and may represent a useful adjunct to promote improved wound healing and patient recovery in reconstructive surgery. However, larger randomised controlled trials are required to confirm these findings and to establish the clinical effectiveness of autologous PRP in this setting.
To evaluate the effectiveness of simulation-based interprofessional education (IPSE) interventions on teamwork, communication and psychological safety outcomes among healthcare professionals and students.
A systematic review.
Searches were conducted across PubMed, CINAHL, Scopus, Web of Science and Cochrane CENTRAL, supplemented by manual reference and citation tracking.
The search strategy was developed with an academic librarian to ensure thoroughness and relevance. The review included randomised controlled trials (RCTs) and quasi-experimental studies published between 2010 and 2025. Eligible studies reported quantitative outcomes of IPSE interventions involving at least two healthcare professions. Risk of bias was assessed using RoB 2 for RCTs and ROBINS-I for quasi-experimental studies.
Thirty studies (14 RCTs, 16 quasi-experimental) from 16 countries were included. Most studies reported positive effects on teamwork, including improved coordination, role clarity and adherence to structured protocols. Communication outcomes showed enhanced information exchange, clarity and structured behaviours, such as SBAR and closed-loop communication, although some studies noted inconsistent safety practices. Psychological safety outcomes demonstrated gains in self-confidence, self-efficacy, leadership and safety climate, with several studies also reporting reduced anxiety. However, findings on stress, workload and attitudinal change were mixed. Overall, RCTs were judged methodologically robust, and quasi-experimental studies were largely low risk with some moderate concerns.
Simulation-based interprofessional training enhances teamwork, communication and psychological safety in fostering a healthy work environment, though effects vary by context and population.
This review synthesises evidence from 30 trials, offering guidance for educators and policymakers on advancing interprofessional collaboration. Integrating IPSE into health curricula and clinical training can strengthen collaboration and contribute to safer patient care.
No patient or public contribution.
The review adhered to PRISMA 2020 guidelines, and the protocol was registered in the PROSPERO international prospective register of systematic reviews (ID: CRD420251039410).
Immune checkpoint inhibitors (ICIs) have revolutionised cancer treatment through targeted disruption of the physiological pathways that maintain tissue tolerance, but which are co-opted by cancers to evade immunosurveillance. Thus, the resultant T-cell activity often causes immune-related adverse events including immune checkpoint inhibitor-induced inflammatory arthritis (ICI-IA). ICI-IA results in functional impairment that frequently persists, even after ICI discontinuation, with substantial quality-of-life impacts for cancer survivors.
A high-quality body of evidence to guide ICI-IA management remains an unmet need. Pharmacological treatment may be prolonged, typically begins with non-specific immunosuppression, including systemic steroids, and is usually only rationalised to more targeted therapy in resistant cases. Moreover, retrospective data suggest the high dose glucocorticoids sometimes used in new-onset ICI-IA may be associated with worse cancer outcomes.
Tumour necrosis factor (TNF) inhibition strategies are well established with excellent efficacy and safety profiles in ‘spontaneous’ inflammatory arthritides including rheumatoid and psoriatic arthritis. Mechanistic evidence from ex vivo and murine studies also supports the utility of anti-TNF therapy for steroid-refractory cases of ICI-IA. Although good clinical responses have been reported in this setting, the REACT trial (REmission induction of Arthritis caused by Cancer ImmunoTherapy) aims to provide randomised and robust clinical evidence for deploying targeted therapy earlier in ICI-IA management. It will test whether up-front anti-TNF therapy can more effectively and quickly control symptoms, reduce glucocorticoid exposure, prevent early ICI discontinuation and increase the frequency of drug-free ICI-IA remission.
REACT is a prospective, multicentre, open-label, superiority, two-arm, randomised controlled clinical trial to guide initial therapy for patients with ICI-IA. The trial will compare the current standard of care (initial prednisolone; Arm A) with the anti-TNF drug, adalimumab without glucocorticoids (Arm B).
The primary outcome is glucocorticoid-free arthritis remission rate at 24 weeks where remission is defined as: (i) No use of systemic or intra-articular glucocorticoids (except when used for adrenal insufficiency) within 4 weeks prior to assessment at 24 weeks; and (ii) absence of synovitis on clinical examination.
The protocol was approved by East Midlands—Leicester South Research Ethics Committee on 31-Oct-2024 (Ref: 24/EM/0202). Participants are required to provide written informed consent. The results of this trial will be disseminated through national and international presentations and peer-reviewed publications.
Nigeria has one of the highest maternal mortality burdens globally. Improving maternal outcomes requires a better understanding of how women experience care across pregnancy, childbirth and the postnatal period. This study explored women’s maternal healthcare experiences across the perinatal continuum in Nigeria, with a focus on how challenges emerge and interact over time.
Longitudinal qualitative study using patient journey mapping.
Public primary, secondary and tertiary healthcare facilities in Abuja, Nigeria.
12 pregnant women were purposively sampled. Each woman participated in two rounds of in-depth interviews: once in late pregnancy and again 2–6 weeks postpartum. All participants completed both interview rounds.
Data were collected through 24 semistructured in-depth interviews conducted longitudinally to capture changes in women’s experiences before and after childbirth. Interview guides were informed by existing maternal health frameworks. Transcripts were analysed using reflexive thematic analysis and organised across five stages of the maternal healthcare journey: Awareness, Consideration, Access, Treatment and Recovery.
This study introduces a five-stage framework: Awareness, Consideration, Access, Treatment and Recovery, to comprehensively explore maternal healthcare experiences. The findings reveal systemic inefficiencies at every stage of the pregnancy journey, from limited awareness of pregnancy test kits to unreliable booking systems and inadequate postpartum mental health support. This study highlights how early-stage barriers cascade into later phases, unlike traditional research that focuses only on clinical interactions. This study emphasises the importance of maternal care accessibility and recovery support, moving beyond a treatment-centric lens.
This study presents a transformative framework for understanding maternal healthcare as a continuum of interconnected experiences. The research offers actionable insights to enhance maternal health outcomes through stage-specific strategies. The globally adaptable framework provides policymakers and healthcare practitioners with a roadmap to improve maternal healthcare systems in Nigeria and beyond. This holistic approach lays the foundation for reducing maternal mortality while ensuring equitable care for all.
Microcirculatory dysfunction drives the end-organ pathophysiology of circulatory shock but is not reflected within existing clinical indices of perfusion, such as blood pressure. The choroidal vasculature of the retina can be measured non-invasively and we hypothesised that this may reflect dysfunction in other organs. We tested the feasibility of measuring the choroid in intensive care and explored associations between choroidal measurements and clinical parameters.
A pilot study of optical coherence tomography conducted in a sample of general intensive care unit (ICU) patients.
A tertiary mixed ICU within the UK.
15 patients were recruited. One patient was excluded following withdrawal of active treatment. 12/14 (86%) of the remaining patients had successful baseline imaging and 6 (40%) of these had follow-up imaging within intensive care. These patients had a mean age of 56.3 years, were 71% (10/14) male and mean Acute Physiology and Chronic Health Evaluation 2 (APACHE2) score on ICU admission was 20.4.
Choroidal anatomy, including choroidal and suprachoroidal thickness, as well as volumetric analysis of intrachoroidal blood vessels, was assessed using automated image segmentation along with clinical, physiological and biochemical data at ICU admission and after an interval of 12–72 hours. Feasibility and safety data were assessed throughout ICU admission.
Baseline choroidal vascular index and choroidal thickness were positively associated with fluid balance, and negatively with APACHE2 score, haematocrit and albumin content. A measurable suprachoroidal space was seen in nine (75%) patients (range 25.0–110.0 microns) and was inversely associated with heart rate. There was substantial intraindividual variation in choroidal measurements over time. There were no safety concerns.
Measuring the choroid is feasible in patients with Intensive Care Society Level 2 or Level 3 requirements. The suprachoroidal space may be markedly enlarged in these patients. Exploratory associations with systemic variables suggest that the choroid may provide information about the microvascular function of other major organs. Size and change of choroidal measurements may reflect perfusion pressure and vascular leakage.
In rural sub-Saharan Africa (sSA), the burden of antimicrobial resistance (AMR) remains high. As AMR continues to rise, there is a strong need for practical, implementable surveillance to monitor and mitigate risks, as well as inform timely, evidence-based clinical decision-making. Emerging evidence points to possible community-level drivers, such as transmission between human, animal and environmental reservoirs as contributing factors, yet microbiological surveillance or opportunities for wastewater-based surveillance are often limited and insufficient in these settings. Therefore, alternative sustainable and affordable approaches are needed. We intend to build on the demonstrated potential of metagenomic profiling of pooled faecal material, which accurately predicted population-level AMR prevalence in invasive Enterobacterales infections.
We aim to validate this metagenomic pooled approach on additional populations, and to evaluate whether AMR patterns could be similarly predicted from surveillance of community One Health reservoirs. We will assemble existing data from hospital-based microbiology diagnostic laboratories in rural Burkina Faso and Kenya, and determine to what extent community-level metagenomic data, and/or faecal material of patients on hospital admission, can predict AMR in clinical isolates. We will perform community-level surveys in eight clusters per country, randomly selecting 15 households per cluster. We will systematically sample suspected environmental AMR exposure sites in and around households (soil, drinking water, latrines, chicken faeces) and collect data on community-level antibiotic use, hygiene practices, contact with domestic animals and sanitary facilities. Samples and data will be collected twice: during the dry and during the rainy season.
In addition to evaluating the accuracy of predicting resistance in clinical isolates, we will quantify community-level exposure risks. We will conduct metagenomic profiling on pooled DNA extracts from human stool samples (hospital and community-level) and from household environments. Bayesian statistical models will quantify relationships between AMR gene abundance in the environment and in human stool, and invasive bacteria identified among clinical patients, accounting for geography and seasonality. A cost-utility analysis will determine under what circumstances the use of pooled metagenomic data to inform empirical antibiotic policies would represent an efficient use of resources.
The proposed surveillance protocol is developed in partnership with local communities and local and international researchers and has received ethical approval in Kenya and Burkina Faso. It will assess whether intermittent, pooled-sample metagenomics provides a viable, low-cost and practical approach for population-level AMR surveillance in settings that—like many in rural sSA—lack systematic microbiological diagnostics and where sewage systems for wastewater-based surveillance are absent. By providing an alternative to routine microbiological-based surveillance where this proves challenging to implement, this approach may help improve treatment outcomes, contribute to equity and public health. Findings will be disseminated through peer-reviewed publications and academic conferences and will contribute to the recently proposed WHO AMR surveillance strategy, which combines survey-based approaches with routine AMR surveillance.
To translate, culturally adapt and validate the first Spanish version of the Person-centred Practice Inventory-Care (PCPI-C) instrument.
Cross-cultural adaptation and psychometric validation.
Two-phase research design: (1) the PCPI-C's translation and cultural adaptation from English to Spanish following the ‘Translation and Cultural Adaptation of Patient-Reported Outcomes Measures-Principles Guide of Good Practice’ tool; and (2) a cross-sectional quantitative survey to assess the Spanish version's psychometric properties.
A sample of 200 patients participated to obtain the PCPI-C's Spanish version. No significant issues arose during the translation process or the consulting sessions. No item exhibited an inadequate value following adjustment via the weighted kappa index (−scale-level content validity average of 0.95 for clarity and 0.97 for relevance). Psychometric evaluation revealed acceptable internal consistency (Cronbach's alpha from 0.67 to 0.84) and strong construct validity. Exploratory and confirmatory factor analyses supported a five-dimensional structure consistent with the domain Person-Centred Processes. Fit indices improved after model refinements, achieving CFI = 0.92, SRMR = 0.05 and RMSEA = 0.07. This study's observed psychometric properties confirm that the PCPI-C's Spanish version retains the original instrument's theoretical integrity, while showing strong reliability and validity in the new context.
The PCPI-C's Spanish translation was psychometrically valid when tested with Spanish patients, thus providing a culturally appropriate, psychometrically sound tool to evaluate Spanish-speaking patients' perception of person-centred care.
This study provides a validated instrument that allows for the assessment of person-centred practice in Spanish-speaking clinical environments. It enables healthcare professionals to measure patients' perceptions, track the implementation of person-centred principles and supports international comparative studies, contributing to the development of more ethical and responsive models of care.
Patients participated in cognitive consultations and completed the survey for psychometric testing, ensuring that the translated items were understandable, culturally appropriate and reflective of their experiences of person-centred care.
by Ratikorn Chaisiwamongkol, Rattapon Uppala, Phanthila Sitthikarnkha, Leelawadee Techasatian, Suchaorn Saengnipanthkul, Pope Kosalaraksa, Kaewjai Thepsuthammarat, Sirapoom Niamsanit
Background and aimsDiabetic ketoacidosis (DKA) remains a major cause of pediatric morbidity and death. This study examined national trends in DKA hospitalizations and factors associated with in-hospital mortality among Thai children.
Materials and methodsA nationwide, retrospective cohort study was conducted using data from the National Health Security Office (NHSO) during 2015–2023. Children aged 1 month to under 18 years hospitalized with DKA were identified using International Classification of Diseases, 10th Revision, Thai Modification (ICD-10-TM) codes. Prevalence and mortality were described by year and region. Factors associated with death were assessed with multivariable logistic regression; model discrimination used area under the curve (AUC).
ResultsAmong 10,669 admissions, national DKA prevalence increased from 4.5 to 11.8 per 10,000 pediatric hospitalizations, with Bangkok showing the highest rates. The overall intubation rate was 10.2%, peaking in infants and older adolescents. Although national mortality declined from 2.2% to 0.6%, regional and age-specific fluctuations persisted. Independent associations with mortality included malignancy (Adjusted odds ratio [AOR] 5.25, 95% CI: 1.63-16.92; p=0.005), septic shock (AOR 2.93, 95% CI: 1.71-5.03; p Conclusion
DKA hospitalizations are increasing in Thailand, with regional variation and persistent mortality risk, particularly among patients with critical complications and vulnerable groups. Although declining mortality trends and lower mortality in recurrent cases suggests improved protocol-based treatment, targeted prevention strategies remain essential for high-risk populations.
Objetivo. Resumir la literatura científica disponible sobre el uso de las intervenciones de telemedicina para actuar sobre el sedentarismo de los pacientes con Trastorno Mental Grave. Metodología. Revisión exploratoria o de alcance. Metodología: se realizaron y analizaron búsquedas en las bases de datos PubMed, CINAHL, Cuiden, Lilacs, Cochrane, APA PsycINFO. Se incluyeron finalmente 19 artículos. Resultados. 15 tenían metodología cuantitativa, 3 cualitativa y 1 enfoque mixto. Las patologías principales estudiadas fueron esquizofrenia, trastorno bipolar y trastorno depresivo mayor. Todos demostraron aplicaciones, utilidad e influencia de la telemedicina para tratar el sedentarismo y así aumentar la salud en la parte física, mental o social. Algunos estudios describieron problemas y dificultades señaladas por los pacientes, familiares y profesionales a nivel práctico. Una minoría de estudios analizaron la satisfacción de los usuarios con este tipo de intervenciones digitales, que se puede catalogar como media-alta. Discusión. Las intervenciones de telemedicina son usadas en la actualidad por los profesionales para medir mejor el nivel de sedentarismo. También como herramienta para mejorar la adherencia, realizar seguimiento del proceso de enfermedad y humanizar la asistencia sanitaria. Hay pocos estudios de investigación en esta materia. Se necesitan enfoques cuantitativos y cualitativos para aumentar el éxito de las intervenciones.
ABSTRACT
Objective. Summarize the available scientific literature on the use of telemedicine interventions to act on the sedentary lifestyle of patients with Severe Mental Illness. Methodology. Exploratory or scoping review. Methodology: searches were performed and analyzed in the PubMed, CINAHL, Cuiden, Lilacs, Cochrane, APA PsycINFO databases. Finally, 19 articles were included. Results. 15 had quantitative methodology, 3 qualitative and 1 mixed approach. The main pathologies studied were schizophrenia, bipolar disorder and major depressive disorder. All demonstrated applications, usefulness and influence of telemedicine to treat sedentary lifestyle and thus increase health in the physical, mental or social part. Some studies described problems and difficulties reported by patients, family members and professionals at a practical level. A minority of studies analyzed user satisfaction with this type of digital intervention, which can be classified as medium-high. Discussion. Telemedicine interventions are currently used by professionals to better measure the level of sedentary lifestyle. Also, as a tool to improve adherence, monitor the disease process and humanize healthcare. There are few research studies on this matter. Quantitative and qualitative approaches are needed to increase the success of interventions.
This study aimed to identify determinants that hinder or facilitate implementation of the Feverkidstool, a clinical decision support tool offering a quantitative, evidence-based approach, to manage children with fever in the emergency department (ED) setting.
Qualitative study using semistructured interviews, analysed through directed content analysis guided by the Consolidated Framework for Implementation Research (CFIR).
Secondary and tertiary paediatric emergency departments in three hospitals in the Netherlands.
Eighteen potential end users of the Feverkidstool, including paediatricians and paediatric residents working in the ED and involved in the care of febrile children, participated in the study.
Determinants of Feverkidstool implementation, categorised by CFIR domains: intervention characteristics, outer setting, inner setting, characteristics of individuals and implementation process.
Respondents (n=18) perceived the evidence-based guidance by the Feverkidstool and its potential to reduce antibiotic use as valuable. However, concerns were raised about its applicability to critically ill children and those with comorbidities. User-friendliness was seen as a facilitator, whereas the need for C reactive protein testing and lack of integration with electronic health records were mentioned as barriers. The ability to standardise care for febrile children was considered an important benefit of using the Feverkidstool.
Barriers and facilitators across all CFIR domains are identified. Addressing these will facilitate implementation. When effectively implemented, the Feverkidstool has the potential to improve care for children presenting with fever in the ED. This may potentially lead to a more standardised approach and reduce unnecessary antibiotic prescriptions.
To develop and validate decision trees using conditional probabilities to identify the predictors of mortality and morbidity deterioration in trauma patients.
A quasi-experimental longitudinal study conducted at a Level 1 Trauma Center in São Paulo, Brazil.
The study analysed 201 patient records using standardised nursing documentation (NANDA International and Nursing Outcomes Classification). Decision trees were constructed using the chi-squared automatic interaction detection (CHAID) algorithm and validated through K-fold cross-validation to ensure model reliability.
Decision trees identified key predictors of survival and mobility deterioration. Patients who did not require (NOC 0414) Cardiopulmonary Status but required (NOC 0210) Transfer Performance had a 97.4% survival rate. Conversely, those requiring (NOC 0414) Cardiopulmonary Status had a 25% risk of worsening mobility, compared to 9% for those who did not. K-fold cross-validation confirmed the model's predictive accuracy, reinforcing the robustness of the decision tree approach (Value).
Decision trees demonstrated strong predictive capabilities for mobility outcomes and mortality risk, offering a structured, data-driven framework for clinical decision-making. These findings underscore the importance of early mobilisation, tailored rehabilitation interventions and assistive devices in improving patient recovery. This study is among the first to apply decision trees in this context, highlighting its novelty and potential to enhance trauma critical care practices.
This study highlights the potential of decision trees, a supervised machine learning method, in nursing practice by providing clear, evidence-based guidance for clinical decision-making. By enabling early identification of high-risk patients, decision trees facilitate timely interventions, reduce complications and support personalised rehabilitation strategies that enhance patient safety and recovery.
This research addresses the challenge of improving outcomes for critically ill and trauma patients with impaired mobility by identifying effective strategies for early mobilisation and rehabilitation. The integration of artificial intelligence-driven decision trees strengthens evidence-based nursing practice, enhances patient education and informs scalable interventions that reduce trauma-related complications. These findings have implications for healthcare providers, rehabilitation specialists and policymakers seeking to optimise trauma care and improve long-term patient outcomes.
Patients provided authorisation for the collection of their clinical data from medical records during hospitalisation.
To assess the impact of a nurse-led remote secondary cardiovascular prevention programme versus usual follow-up in patients who have suffered an acute coronary syndrome in terms of major adverse clinical events (MACE), diet, physical exercise, smoking, emotional state, adherence to medical treatment, cardiometabolic profile and anthropometric parameters within one year of discharge.
Prospective, randomised, open-label, evaluator-blinded, multicentre trial.
Between October 17, 2017, and February 5, 2023, patients were randomly assigned to either a usual follow-up of two cardiology visits over 12 months or the nurse-led remote secondary cardiovascular prevention programme, which also included 5 nursing visits (one face-to-face and four remote).
At 12 months, the nurse-led remote prevention programme group (interventional group) had lower smoking rates, greater adherence to medication, greater adherence to the Mediterranean diet, more physical activity, and better perceived health status compared to the usual follow-up group. The interventional group demonstrated a reduction in major adverse clinical events (20.7%) compared to the usual follow-up group (12.4%). This reduction was observed particularly in Acute Coronary Syndrome recurrence, all-cause hospitalisation, and hospitalisation for cardiovascular causes.
Patients randomised to the nurse-led remote prevention programme showed a significant reduction of the MACE, improved lifestyle, and medication adherence at 12 months compared to the usual follow-up group.
This study illustrates the feasibility and efficacy of a remote secondary cardiovascular prevention programme led by advanced practice nurses in patients who have suffered an Acute Coronary Syndrome.
CONSORT.
None.
The study was prospectively registered at www.clinicaltrials.gov: NCT03234023
To explore the impact of Doctor of Nursing Practice (DNP) education on career advancement, job satisfaction, leadership competencies and contributions to healthcare systems.
The study utilised a scoping review methodology based on Arksey and O'Malley's (2005) framework.
The search strategy was developed with an academic librarian to ensure thoroughness and relevance. Seven databases were searched using MesH terms. Inclusion criteria focused on peer-reviewed studies examining DNP education's influence on career advancement, job satisfaction and leadership. Thematic analysis was used to identify patterns and themes.
Studies were selected based on their focus on DNP-prepared nurses, nursing faculty or advanced practice nursing students in healthcare or academic settings, published between 2004 and 2024.
Twenty-one studies met the inclusion criteria, highlighting DNP education's role in fostering leadership, professional development and evidence-based practice. Thematic analysis revealed the benefits of being a DNP graduate include contribution to professional development, contribution to leadership and contribution to the practice environment. The challenges to DNP graduates include underrecognition of competencies, high educational costs and limited academic opportunities that were also identified.
DNP education contributes to individual and professional growth, leadership development and healthcare system improvements. However, barriers such as financial constraints and inadequate recognition of DNP competencies must be addressed to maximise the impact of this educational model.
DNP education empowers nurses to lead healthcare innovations, enhance patient care quality and reduce disparities in health outcomes. Strengthening financial and systemic support for DNP graduates is essential for sustaining these contributions.
DNP education is a transformative force in nursing, offering significant opportunities for leadership development and healthcare advancements. Aligning DNP programmes with evolving global healthcare challenges can further strengthen their impact on the profession and patient care.
PRISMA-ScR guidelines were followed.
by Nilavro Das Kabya, MD Shaifullah Sharafat, Rahimul Islam Emu, Mehrab Karim Opee, Riasat Khan
Malabar spinach is a nutrient-dense leafy vegetable widely cultivated and consumed in Bangladesh. Its productivity is often compromised by Alternaria leaf spot and straw mite infestations. This work proposes an efficient and interpretable deep learning framework for automatic Malabar spinach leaf disease classification. A curated dataset of Malabar spinach images collected from Habiganj Agricultural University and supplemented with public samples was categorized into three classes: Alternaria, straw mite, and healthy leaves. A lightweight SpinachCNN established a strong baseline, while Spinach-ResSENet, enhanced with squeeze-and-excitation modules, improved channel-wise attention and feature discrimination. A customized Vision Transformer (SpinachViT) and SwinV2-Base were further investigated to assess the benefits of transformer-based architectures under limited data. To mitigate annotation scarcity, we employed SimSiam-based self-supervised pretraining on unlabeled images, followed by supervised fine-tuning with cross-entropy or a hybrid objective combining cross-entropy and supervised contrastive loss. The best-performing domain-optimized model, SimSiam-CBAM-ResNet-50, incorporated Convolutional Block Attention Modules and achieved 97.31% test accuracy, 0.9983 macro ROC-AUC, and low calibration error, while maintaining robustness to Gaussian and salt-and-pepper noise. Although a SwinV2-Base benchmark pretrained on ImageNet-22k reached slightly higher accuracy (97.98%, 98.99% with test-time augmentation), its 86.9M parameters and reliance on large-scale pretraining reduce feasibility for edge deployment. In contrast, the SimSiam-CBAM model offers a more parameter-efficient and deployment-friendly solution for real-world agricultural applications. Model decisions are interpretable via Grad-CAM, Grad-CAM++, and LayerCAM, which consistently highlight biologically relevant lesion regions. The spinach dataset used in this study is publicly available on: https://huggingface.co/datasets/saifullah03/malabar_spinach_leaf_disease_dataset.Outcome from large vessel occlusion stroke can be significantly improved by time-critical thrombectomy but treatment is only available in regional comprehensive stroke centres (CSCs). Many patients are first admitted to a local primary stroke centre (PSC) and require transfer to a CSC, which delays treatment and decreases the chance of a good outcome. Access to thrombectomy might be improved if eligible patients could be identified in the prehospital setting and selectively redirected to a CSC. This study is evaluating a new specialist prehospital redirection pathway intended to facilitate access to thrombectomy.
This study is a multicentre cluster randomised controlled trial with included health economic and process evaluations. Clusters are ambulance stations (or teams) which are work bases for ambulance practitioners. Intervention allocated ambulance practitioners use the Specialist PrE-hospital rEDirection for ischaemic stroke thrombectomY (‘SPEEDY’) pathway which comprises initiation according to specific criteria followed by contact with CSC staff who undertake a remote assessment to select patients for direct CSC admission. Control allocated ambulance practitioners continue to provide standard care which comprises admission to a local PSC and transfer to a CSC for thrombectomy if required. A co-primary outcome of thrombectomy treatment rate and time from stroke symptom onset to thrombectomy treatment will evaluate the impact of the pathway. Secondary outcomes include key aspects of emergency care including prehospital/hospital time intervals, receipt of other treatments including thrombolysis, and performance characteristics of the pathway. A broad population of all ambulance practitioner suspected and confirmed stroke patients across participating regions is being enrolled with a consent waiver. Data about SPEEDY pathway delivery are captured onto a study case record form, but all other data are obtained from routine healthcare records. Powered on a ‘primary analysis population’ (ischaemic stroke patients with pathway initiation criteria), 894 participants will detect an 8.4% difference in rate and data from 564 thrombectomy procedures will detect a 30 minute difference in time to treatment. The full study population is estimated to be approximately 80 000. Regression modelling will be used to examine primary and secondary outcomes in several analysis populations. The economic analyses will include cost-effectiveness and cost–utility analyses, and calculation of willingness to pay at a range of accepted threshold values. The process evaluation involves semi-structured interviews with professionals and patient/family members to explore views and experiences about the SPEEDY pathway.
This study has ethical, Health Research Authority and participating NHS Trust approvals.
Dissemination of study results will include presentations at national and international conferences and events, publication in peer-reviewed journals, and plain English summaries for patient/public engagement activities.
This retrospective cohort study evaluated the relationship between patient falls, Morse Fall Scale (MFS) items, patient demographics, length of stay and hospital site.
Data were acquired from 72 hospitals in a health system. Logistic regression models were conducted including MFS items, demographics, length of stay, and interaction terms. The final mixed effects logistic regression model included significant patient-level covariates as fixed effects and hospital site as a random effect.
6531 of 978,920 total admissions included a patient fall. Four MFS items (fall history, secondary diagnosis, gait weak/impaired, mental status—overestimates/forgets limitations) and three demographic items (male gender, increased age, longer length of stay) were associated with increased likelihood of falling. Two MFS items (ambulatory aids, intravenous therapy/lock) and Hispanic ethnicity were associated with decreased risk of falling. An interaction effect was present between male gender and mental status. Males who overestimate/forget limitations had 3.16 times higher odds of falling than females oriented to their own ability. The proportion of variance in falls between hospitals was 0.23 and the median odds ratio (MOR) 1.57.
This study uniquely assessed fall risk at the level of the patient and hospital, using data from nearly 1 million admissions at 72 hospitals. Controlling for patient characteristics, results demonstrate variability in fall risk among hospitals. Research informing hospital differences as well as gender and racial/ethnic differences in falls is needed to identify appropriate interventions.
As hospitals increasingly adopt risk-directed fall prevention, assessment tools should be re-evaluated for clinical utility and corresponding prevention practices. The MFS may be enhanced by removing intravenous lock as a risk and screening for additional risks such as medications and medical equipment. Quality improvement efforts must also consider the hospital's environment and processes that may further contribute to fall risk.
Authors adhered to STROBE guidelines for reporting.
No Patient or Public Contribution.
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