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Delirium is a common complication following cardiac surgery and significantly affects patient prognosis and quality of life. Recently, the application of artificial intelligence (AI) has gained prominence in predicting and assessing the risk of postoperative delirium, showing considerable potential in clinical settings.
This scoping review summarises existing research on AI-based prediction models for post-cardiac surgery delirium and provides insights and recommendations for clinical practice and future research.
Following the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines, eight databases were searched: China National Knowledge Infrastructure, Wanfang Database, China Biomedical Literature Database, Virtual Information Platform, PubMed, Web of Science, Medline, and Embase. Studies meeting the inclusion criteria were screened, and data were extracted on surgery type, delirium assessment tools, predictive factors, and AI-based prediction models. The search covered database inception through January 12, 2025. Two researchers independently conducted the literature review and data analysis.
Ten studies from China, Canada, and Germany involving 11,702 participants were included. The reported incidence of postoperative delirium ranged from 5.56% to 34%. The most commonly used assessment tools were Confusion Assessment Method for the Intensive Care Unit, Diagnostic and Statistical Manual of Mental Disorders-5, and Intensive Care Delirium Screening Checklist. Key predictive factors included age, cardiopulmonary bypass time, cerebrovascular disease, and pain scores. AI-based prediction models were primarily developed using R (6/10, 60%) and Python (4/10, 40%). Model performance, as measured by the area under the curve, ranged from 0.544 to 0.92. Among these models, Random Forest (RF) was the most effective (5/10, 50%), followed by XGBoost (3/10, 30%) and Artificial Neural Networks (2/10, 20%).
AI-based models show promise for predicting postoperative delirium in cardiac surgery patients. Future studies should prioritise integrating these models into clinical workflows, conducting rigorous multicenter external validation, and incorporating dynamic, time-varying perioperative variables to enhance generalizability and clinical utility.
This review followed the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines.
This study did not include patient or public involvement in its design, conduct, or reporting.
by Aleksandra Stachowicz, Anna Kęska, Katarzyna Milde, Małgorzata Stachowicz
In athletes, anthropometric measures are widely used to prescribe desirable body weight, to optimize competitive performance, and to evaluate the effectiveness of various training regimens. However, it also seems interesting to find out which values of anthropometric indices showing a significant relationship with health risk characterise the top athletes, especially in popular sports. The aim of the study was to characterise the physique of female and male swimmers compared to their non-training peers and to determine to what extent it is influenced by training distance. Somatic measurements were taken in 30 female and 30 male top Polish swimmers. The subjects were divided into four groups, i.e., SDF (n = 24) and SDM (n = 24) groups comprising females and males training for short-distance, and LDF (n = 6) and LDM (n = 6) groups comprising those training for long-distance. The swimmers were compared with their non-training peers, 373 females and 155 males aged 20–30 years. BMI, WHR, BF, BAI and Slenderness index were calculated to describe the athletes’ physiques. Swimmers had significantly lower BMI (19.3 ± 1.4 in SDF and 22.1 ± 0.6 in LDF compared to 23.1 ± 3.7 in non-swimmers, p p p pby Emma Morton, Andrew Kcomt, Erin E. Michalak
BackgroundSelf-management strategies can be used by individuals with bipolar disorder (BD) to cope with symptoms and improve quality of life (QoL). Peer-facilitated psychoeducation has potential to diversify delivery of self-management information by capitalising on the expertise of individuals who live well with BD. This protocol describes the process of co-designing a novel peer-facilitated, QoL-focused, group psychoeducation program for people living with BD, and plans for its pilot evaluation.
MethodsContent from two web-based, self-directed psychoeducational interventions was adapted to inform a peer-facilitated group program, using a community-based participatory research (CBPR) framework. The resultant program contains eight weekly two-hour sessions on topics related to QoL in BD, and contains a combination of education, opportunities for peer-to-peer knowledge exchange, and activities that facilitate practice of self-management strategies. A single-arm pilot evaluation of this program is planned: individuals who self-identify as living with BD (~n = 40) will be recruited from the community. Four groups (~n = 10) will be delivered online by peer facilitators. The primary outcome will be feasibility (session attendance). Data will also be collected on fidelity, intervention acceptability, and impacts (QoL, mood symptoms, self-stigma, subjective recovery, self-efficacy, self-compassion, social support). A subset of participants (~n = 12) and peer facilitators (~n = 4) will be invited to participate in a feedback interview post-intervention.
DiscussionRecovery-oriented healthcare frameworks emphasise a focus on patient-valued outcomes and the development on a peer workforce. By evaluating this novel intervention, we hope to lay the groundwork for peer-facilitated programs specific to the priorities of individuals with BD, that may be embedded in clinical settings.
Trial registrationClinicalTrials.gov NCT06878937
Stroke is a global health concern. A timely response to a stroke can help reduce morbidity and mortality. However, barriers to timely response include poor recognition of stroke symptoms. Stroke symptom messages are designed to increase stroke recognition and encourage individuals to seek urgent medical assistance. The Face, Arm, Speech, Time (FAST) and Balance, Eyes, Face, Arm, Speech, Time (BE FAST) are commonly used stroke symptom messages shown to improve stroke symptom recognition and response. However, cultural factors and language differences may limit the effectiveness of stroke symptom messages and their acceptability in different countries and contexts. There has not been a comprehensive examination of the stroke symptom messages used worldwide and how these messages have been adapted in various settings.
We explored what stroke response messages are being used globally, and the contextual factors that influence the adoption of a stroke response mnemonic in different settings.
A 14-item survey was disseminated by the World Stroke Organization to its networks. The survey contained open- and closed-ended questions and allowed uploading relevant stroke symptom campaign materials. The survey was analyzed using descriptive statistics and a content analysis.
All except one survey respondent used a stroke symptom message. Fifteen respondents (27%) reported they did not translate their stroke awareness messaging. Of these 15 respondents, they used the English versions of FAST (n = 8), BE FAST (n = 4), and both FAST and BE FAST (n = 3). Forty respondents (71%) reported that they/their organization used an acronym to raise public awareness of the signs/symptoms of stroke that was different from FAST or BE FAST (English), many of which were direct or indirect translations or influenced by FAST and BE FAST. Survey responses shared insights and recommendations related to the content, tailoring and dissemination of stroke symptom messages.
Study findings highlight the global use of stroke symptom messages and their contextual adaptations to fit diverse settings and contexts. The challenges in applying universal or commonly used stroke symptom messages to different contexts were highlighted.
Nurses could have a key role in raising awareness of stroke symptoms and the development of locally adapted stroke symptom messages.
Creating a healthy work environment requires balancing organizational goals with ethical responsibilities, where head nurses' ethical leadership can shape staff outcomes by mitigating work–family conflicts and promoting nurses' well-being, retention, and patient safety. This study aims to analyze the mediating role of work–family between head nurses' ethical leadership and nurses' reported errors, turnover intention, and physical and mental health.
Nationwide Multicenter cross-sectional study.
Validated self-report scales were used to assess nurses' perceptions of head nurses' ethical leadership, work–family conflict, error, turnover intention, physical and mental health. Descriptive and inferential analyses were conducted. Structural equation modeling examined the relationships among these variables based on Della Bella's and Fiorini's framework.
Data from 409 nurses across seven Italian hospitals was analyzed. The structural equation model showed an excellent fit. Head nurses' Ethical leadership was negatively associated with work–family conflicts, turnover intention, and errors, and positively associated with nurses' health. Work–family conflicts were significantly linked to turnover intention, errors, and nurses' health. Work–family conflicts mediate the relation between ethical leadership and turnover intention, errors, and nurses' health.
Promoting healthy work environments is crucial for nurses', patients', and organizations' well-being. Ethical leadership helps achieve this condition by reducing work–family conflicts, fostering nurses' well-being, decreasing turnover intention, and improving care quality. Disseminating ethical leadership programs and integrating with work–life balance policies can therefore strengthen both staff retention and organizational outcomes.
Ethical leadership can foster patient care, reduce turnover intention and errors, and improve nurses' well-being. Therefore, maintaining employee performance and organizational results requires integrating work–life balance policies with ethical leadership development programs.
The study adhered to The Strengthening the Reporting of Observational Studies in Epidemiology checklist.
This study did not include patient or public involvement.
The study was preregistered on the Open Science Framework https://osf.io/8jk37/overview.
This study did not include patient or public involvement in its design, conduct, or reporting.
To examine the association between nurse–patient mutuality (i.e., a good quality of the relationship between the nurse and the patient) and nurse professional quality of life.
A cross-sectional, multi-centre study was conducted across four tertiary hospitals in Italy.
Data collection took place from November 2023 to June 2024, enrolling 517 nurses. Both medical and surgical departments, as well as inpatients and outpatients departments were included. Data were collected on nurses caring for patients with chronic illness. Mutuality was measured with the Nurse–Patient Mutuality in Chronic Illness scale, which includes three dimensions: Developing and Going Beyond, Being a Point of Reference, Deciding and Sharing Care; Professional Quality of Life was measured with the Professional Quality of Life version 5, which includes three dimensions: Compassion Satisfaction, Secondary Traumatic Stress, Burnout. A Bayesian path analysis was employed to evaluate the contribution of mutuality dimensions to the dimensions of professional quality of life.
Nurses' sample consisted of 517 participants. The three dimensions of mutuality showed different associations with the three dimensions of professional quality of life. Specifically, Being a Point of Reference, along with Deciding and Sharing Care, was significantly associated with Compassion Satisfaction. The dimensions Developing and Going Beyond and Deciding and Sharing Care were significantly and negatively associated with Secondary Traumatic Stress. Additionally, Deciding and Sharing Care was significantly and negatively associated with Burnout.
As all the dimensions of mutuality were significantly associated with different aspects of professional quality of life, future interventions to improve nurses' professional quality of life may also consider nurse–patient mutuality.
Nurse–patient mutuality may be a novel area of research to enhance nurses' professional quality of life, with implications for clinical practice and organisational development.
Nurse–patient mutuality is a key indicator of a high-quality relationship, enabling shared goals and shared decision-making. Nurses' professional quality of life is one of the most important factors that influence their intention to leave. Little is known about the association between nurse–patient mutuality and nurses' professional quality of life. Mutuality influences nurses' and patients' outcomes. Understanding mutuality could enhance the professional quality of life for nurses, improving their compassion satisfaction and reducing their burnout.
We adhered to STROBE guidelines.
Patients were not included in the sample. Health workers were involved in the study.
Commentary: Luque-Alcaraz OM, Aparico-Martinez P, Gomera A, Vaquero-Abellan. The environmental awareness of nurse as environmentally sustainable healthcare leaders: a mixed method analysis. BMC Nursing 2024;23:229.
Implications for practice and research Healthcare emissions contribute to climate change and threaten human health; therefore, nurses have a professional obligation to become environmentally informed, take action to reduce healthcare emissions and support green solutions. Future research must understand and modify workplace barriers to promote environmentally sustainable staff behaviour and facilitate the green transformation of healthcare systems.
Climate change is increasingly harming human health. Extreme weather events cause devastation, low crop yields and failure, contributing to food insecurity, economic hardship and resource shortages. Rising temperatures also increase the spread of infectious diseases and epidemics. Globally, countries are using healthcare services as an initial method of addressing these challenges.
Health research aims to improve people’s health by understanding the best ways to diagnose and treat conditions, and understand people’s responses to health problems and health promotion initiatives. Quantitative research, and more specifically randomised controlled trials (RCTs), aims to establish if an intervention works, for example testing the effectiveness of a new drug, using statistical analysis. In contrast, qualitative research focuses on understanding a situation, for example people’s experiences, perspectives and behaviours. Qualitative research can enhance RCTs by ensuring a more complete understanding of the factors that influence the acceptability of a new intervention and how it might be implemented in practice. A previous article in this series outlined how process evaluation embedded within RCTs can help understand how and why an intervention works.
Commentary on: Lee IO, Wolstencroft J, Housby H, et al. The inequity of education, health and care plan provision for children and young people with intellectual and developmental disabilities. J Intellect Disabil Res. Published online 22 May 2024.
Implications for practice and research Children and young people with intellectual and developmental disabilities (IDD) living in deprived areas are less likely to receive education, health and care plans in the UK. Future research should aim to identify interventions that have the potential to reduce such inequities for individuals with IDD.
The findings from this study by Lee et al
Interpretative phenomenological analysis (IPA) is a widely recognised and well-established method of qualitative inquiry designed to explore personal experience in detail, focusing on participants’ understandings and sense-making.
IPA was developed in the mid-1990s by Jonathan Smith and emerged out of health psychology, and since the early 2000s has increasingly been adopted by nursing and health researchers more generally. At the time of writing, a Google Scholar search of the terms ‘interpretative phenomenological analysis’ and ‘nursing’ yielded more than 35 000 results. IPA is primarily interested in undertaking...
Commentary on: Kosola S, Mproa S, Holoapaine E. Smartphone use and well-being of adolescent girls: a population-based study. Arch Dis Child, 2024; 109: 576–581
Implications for practice and research Smartphone addiction may contribute to the increase in anxiety disorders in adolescent girls; peer engagement activities and tech-free zones may help reduce smartphone use. Providing support and advice relating to smartphone use for young people is everyone’s responsibility; solely relying on mental health services to address smartphone addiction is not realistic.
The prevalence of anxiety disorders, particularly in adolescent girls, is increasing; smartphone addiction is a potential causal factor. Kosola et al
This population-based study recruited over a thousand adolescent girls from 21 socially diverse schools who completed online...
by Thomas C. Scheier, Richard Whitlock, Mark Loeb, Philip James Devereaux, Andre Lamy, Michael McGillion, MacKenzie Quantz, Ingrid Copland, Shun-Fu Lee, Dominik Mertz
Sternal surgical site infections after cardiac surgery can lead to significant morbidity, mortality, and cost. The effects of negative pressure wound management and adding vancomycin as perioperative antimicrobial prophylaxis are unknown. The PICS-PREVENA pilot/vanguard trial, a 2x2 factorial, open label, cluster-randomized crossover trial with 4 periods, was conducted at two major cardiac surgery hospitals in Ontario, Canada. Sites were randomized to one of eight sequences of the four study arms (Cefazolin or Cefazolin + Vancomycin (not analyzed) and standard wound dressing or a negative pressure 3M Prevena incision management system (Prevena). Only diabetic or obese patients were eligible for the latter comparison. This trial investigated feasability including adherence to protocol of each intervention (goal: > 90% each) and loss to follow-up (goal:by Mi Lv, Hui Che, Jiayan Hu, Wenxi Yu, Zhaoxia Liu, Xiaolin Zhou, Binduo Zhou, Jinyi Xie, Fengyun Wang
BackgroundThe overlap between non-erosive reflux disease (NERD) and epigastric pain syndrome (EPS, a subtype of functional dyspepsia) is common, yet its associated factors remain poorly defined. We aimed to identify factors associated with symptom severity in NERD-EPS overlap, focusing on psychosocial and somatic factors.
MethodsIn this multicenter cross-sectional study, 800 patients meeting Rome IV criteria for NERD-EPS overlap were enrolled. Standardized questionnaires assessed gastrointestinal symptoms (GSRS), somatic symptoms (PHQ-15), anxiety/depression (PHQ-4), and sleep quality (SRSS). Multivariable regression models identified factors independently associated with GSRS scores, adjusted for demographics and clinical covariates. Interaction terms were tested to assess whether the association between one factor and GSRS scores varied across different levels of another factor.
ResultsOf the 800 patients, 67% were female, and the mean age was (44.50 ± 14.43) years. 67% had mild or more sleep problems, and 47% had anxiety or depression. Somatic symptoms (PHQ-15) showed the strongest association with GSRS scores (β = 0.617, P P P = 0.026). Urban residence (β = 0.071) and mixed labor type (β = −0.066) were also independently associated with symptom burden.
ConclusionSomatic symptoms, psychological distress, and sleep disturbances were the factors most strongly associated with symptom severity in NERD-EPS overlap, with additional contributions from younger age, male sex, and urban residence. Our findings advocate for integrated biopsychosocial interventions to alleviate symptom burden in this population.
by Melissa M. Baker, Lyonel Nerolin Doffou Assalé, David Doledec, Romance Dissieka, Ahmenan Claude Liliane Konan, Agnes Helen Epse Assagou Mobio, Koffi Landry Kouadio, Oka René Kouamé, Ama Emilienne Yao, Hubert Zirimwabagabo
BackgroundWhile recent data on vitamin A deficiency (VAD) prevalence is lacking, the 2004 Côte d’Ivoire Nutrition and Mortality Survey reported that 26.7% of children aged 6–59 months were affected by VAD, and approximately 60% were at risk. Since 2016, the government has transitioned from mass campaigns to routine vitamin A supplementation (VAS) delivery integrated into health services. However, evidence on the cost-effectiveness of the routine distribution approaches is limited. This study evaluated the cost, coverage, and cost-effectiveness of three routine VAS delivery strategies across two health districts in northern Côte d’Ivoire.
MethodsA mixed-methods study evaluated three routine VAS delivery strategies – routine-fixed, advanced community-based, and catch-up – across two health districts, Ferkessédougou and Niakaramadougou, in northern Côte d’Ivoire. The quantitative cost data were collected via a structured tool covering six cost categories: planning, procurement, training, social mobilization, distribution, and supervision. VAS coverage was assessed through a post-event coverage survey (PECS) via a two-stage cluster sampling methodology. A cost-effectiveness analysis determined the cost per child supplemented, the cost per DALY averted, and a sensitivity analysis tested the robustness of the findings under different cost scenarios.
ResultsThe total program cost for July-December 2023 was 25.5 million FCFA, with personnel costs comprising over 70% of expenditures. In Ferkessédougou, the routine advanced community-based strategy was the most cost-effective, at 458 FCFA per child in rural areas (versus 596 FCFA for the routine-fixed facility-based approach in the same area). In Niakaramadougou, the December catch-up was more cost-effective in rural areas (606 FCFA per child) than the routine-fixed approach (714 FCFA). Across both districts combined, the routine-fixed strategy averaged roughly 651 FCFA per child supplemented, and the cost per DALY averted ranged from 30,093 FCFA (advanced strategy in Ferkessédougou) to 89,550 FCFA (catch-up Jul 2023 in Niakaramadougou) – all below Côte d’Ivoire’s cost-effectiveness threshold (0.5 x GDP per capita; approximately USD 1,265).
ConclusionAll three strategies were cost-effective, though the advanced community-based strategy achieved the best balance of reach and efficiency. Scaling advanced strategies within health system constraints may enhance sustainability and coverage in low-resource settings.
To analyse trends and characteristics of multidrug-resistant (MDR) bacteria over the past 7 years, in relation to patterns of antimicrobial use, to inform rational antimicrobial use and strengthen hospital infection control measures.
Retrospective cohort study.
A large teaching hospital in Tianjin, a major metropolitan city in northern China.
A total of 190 352 inpatients aged >18 years, admitted between 1 January 2017 and 31 December 2023, were included. Patients were eligible if they had complete clinical data and met the five quality control indicators for multidrug-resistant bacteria (QC-MRB), defined in the ‘Hospital Infection Surveillance Specifications’ (WS/T 312–2023). Patients with MDR infections before admission or those with duplicate results from multiple specimens were excluded.
Statistical analysis revealed a detection rate of 12.11% for the five QC-MRB and an incidence rate of 0.20%. The findings also indicated an upward trend in the detection and incidence rates of carbapenem-resistant Enterobacteriaceae, despite a relatively stable rate of antimicrobial use over 7 years. A positive correlation was observed between the incidence of MDR bacteria and the intensity of antimicrobial use within the hospital setting.
The hospital’s bacterial data align with national trends. It established an interdisciplinary management framework for clinical data analysis and prediction of antimicrobial resistance. This approach enhances infection control measures and supports the rational use of antimicrobials.
An abnormal composition of gut bacteria along with alterations in microbial metabolites and reduced gut barrier integrity has been associated with the pathogenesis of chronic autoimmune and inflammatory rheumatic diseases (AIRDs). The aim of the systematic review, for which this protocol is presented, is to evaluate the clinical benefits and potential harms of therapies targeting the intestinal microbiota and/or gut barrier function in AIRDs to inform clinical practice and future research.
This protocol used the reporting guidelines from the Preferred Reporting Items for Systematic Review and Meta-Analysis Protocol. We will search Embase (Ovid), Medline (Ovid) and the Cochrane Library (Central) for reports of randomised controlled trials of patients diagnosed with an AIRD. Eligible interventions are therapies targeting the intestinal microbiota and/or gut barrier function including probiotics, synbiotics, faecal microbiota transplantation, live biotherapeutic products and antibiotics with the intent to modify disease activity in AIRDs. The primary outcome of the evidence synthesis will be based on the primary endpoint of each trial. Secondary efficacy outcomes will be evaluated and selected from the existing core domain sets of the individual diseases and include the following domains: disease control, patient global assessment, physician global assessment, health-related quality of life, fatigue, pain and inflammation. Harms will include the total number of withdrawals, withdrawals due to adverse events, number of patients with serious adverse events, disease flares and deaths. A meta-analysis will be performed for each outcome domain separately. Depending on the type of outcome, the quantitative synthesis will encompass both ORs and standardised mean differences with corresponding 95% CIs.
No ethics approval will be needed for this systematic review. We will follow the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines to disseminate the study results through a peer-reviewed publication.
CRD42025644244.
This proof-of-concept study explored the feasibility and acceptability of research cafés as a community-based model to engage racially minoritised communities in health research, with a focus on mental health.
Adopting a community peer research approach, a research team led by researchers from racially minoritised backgrounds, partnered with four voluntary organisations to conduct four research cafés. A mixed-methods feasibility design combined descriptive quantitative questionnaire data with thematic analysis of discussion notes to evaluate the impact of these cafés in South West London.
The study took place in Wandsworth, Kingston, Croydon and Sutton, in community venues provided by the voluntary organisations.
A total of 75 participants from racially minoritised backgrounds attended the sessions. Participants were intentionally selected based on age, ethnicity, location, mental well-being experiences and willingness to engage in mental health research.
Quantitative data were collected on participant attendance, demographics and feedback. Qualitative data captured participant perceptions and experiences related to healthcare and research.
The study took place between October 2023 and March 2024. Out of the 112 individuals who registered, 75 people attended with 74 contributing to the analysis (excluding one on the day sign-up). Participants were predominantly Asian/Asian British (62%) and Black/Black British (31%). All participants reported feeling comfortable and respected. Understanding of research improved for 96% and 95% expressed interest in further research involvement, most commonly the idea of joining a peer research network (64%). Participants also highlighted a need for training in research methods and communication skills for ongoing involvement. Five main themes emerged from the café discussions: (1) systemic barriers to accessing safe healthcare and mistrust of UK healthcare systems; (2) the need for cultural competence and sensitivity in healthcare and research; (3) research as a positive step for change; (4) barriers to research participation and (5) the importance of incentives and feedback for research participation.
Preliminary findings suggest that diverse and inclusive community-based partnerships are the basis for developing research cafés as a feasible and acceptable model for engaging racially minoritised communities in health research. They complement existing participatory approaches by creating inclusive, peer-facilitated spaces that build trust, improve awareness and generate high intention for future involvement and participation. Future studies are needed to test the model’s scalability across different geographic and demographic contexts and evaluate its long-term impact on research literacy, participation and equity.
Sleep problems are an escalating global health concern, with prevalence estimates ranging from 8.3% to 45%. Physicians are disproportionately affected, with rates around 44% compared with 36% in the general population. In Bangladesh, reported rates range from 32% to 58%, with physicians being particularly vulnerable. Poor sleep among physicians is strongly linked to burnout, medical errors and increased mental health risks. Despite these serious implications, existing evidence from Bangladesh remains fragmented and inconsistent, limiting its utility for health policy and workforce interventions. This review therefore seeks to generate reliable pooled prevalence estimates and identify key determinants of sleep problems among Bangladeshi physicians.
The research team will search the PubMed, Scopus, Web of Science, EMBASE, PsycInfo, ProQuest Medical, CINAHL, Google Scholar and BanglaJOL electronic and regional databases following Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols guidelines for published studies from inception until 1 August 2025, using truncated and phrase-searched keywords, relevant medical subject headings and citation chaining from grey literature. Observational cross-sectional studies published within the predefined timeframe, using validated assessment tools, and published in English or other major international languages will be prioritised for inclusion. Review papers, case reports, case series, intervention studies, commentaries, preprints, meeting abstracts, protocols, unpublished articles and letters will be excluded. Two independent reviewers will screen the retrieved papers using the Rayyan web-based application, with any disagreements resolved by a third reviewer. Quantitative estimates of sleep problems, including prevalence, duration, quality and associated risk factors among Bangladeshi physicians will be extracted. A narrative synthesis and meta-analysis will be performed to assess the pooled prevalence using a random effects meta-analysis model. Forest and funnel plots will be generated for visualisation. Heterogeneity will be assessed using the I2 statistic, with sensitivity or subgroup analysis conducted as required. The quality of included studies will be evaluated using Joanna Briggs Institute critical appraisal tools for observational study designs. All statistical analysis will be conducted using Jamovi V2.7.6, R V4.3.2 ‘meta’ packages and GraphPad Prism V9.0.2.
This review will synthesise evidence from existing published literature. While completing the findings, the findings will be submitted to an international peer-reviewed journal and disseminated through conferences, policy forums and stakeholders’ networks to inform future research and interventions.
CRD420251123294.
The objective of this study is to assess the extent to which palliative care content is integrated into occupational therapy education in Germany. In addition, the study will examine trainees’ and students’ knowledge, experiences and attitudes towards palliative care.
A cross-sectional quantitative survey study using a structured online questionnaire.
Institutions and universities across Germany that offer training in occupational therapy.
A total of 451 subjects completed the survey (89.4% female). Of these, 91.4% were trainees at vocational schools, while 8.6% were university students. The inclusion criteria stipulated that subjects must be enrolled in an occupational therapy programme in Germany at the time of data collection.
Not applicable.
The primary outcomes of the study were knowledge, educational experience and attitudes towards palliative care among occupational therapy trainees and students. Secondary outcomes encompassed practical experience with palliative care patients and expressed interest in further training.
A total of 451 occupational therapy trainees and students participated in the survey. The majority of participants (89.4%) were female and in training (91.4%). Although 90.8% had no previous medical training, 69.2% could define palliative care and 92.6% were familiar with the concept of a hospice. However, 68.1% of respondents reported that they had not received any teaching on palliative care as part of their occupational therapy training. A strong interest in further education in this area was expressed by 95.1%. Only 23.9% had practical experience with palliative clients, mainly in nursing homes.
A substantial discrepancy exists between the recognised importance of palliative care and its representation in occupational therapy education. The findings underline the necessity for a more robust and methodical incorporation of palliative care into occupational therapy curricula. This integration is crucial to ensure that trainees and students are adequately equipped with the theoretical knowledge and practical skills necessary to provide support to seriously ill and dying patients.
DRKS00033464.
Many patients receive oral anticoagulation for reduced stroke risk in atrial fibrillation or as treatment or prevention of venous thromboembolism. Oral factor Xa inhibitors (oral FXaI, eg, apixaban, edoxaban or rivaroxaban) are commonly prescribed for this indication. Dabigatran, an oral direct thrombin inhibitor, is similarly approved. In vitro and animal model evidence suggests that dabigatran also has direct effects on Staphylococcus aureus virulence and infection. Observational data have shown that dabigatran users are less likely to develop S. aureus bacteremia (SAB), and a small randomised controlled trial showed that dabigatran has anti-S. aureus effects when compared with low molecular weight heparins during bloodstream infection. We seek to answer whether dabigatran is superior to the oral FXaIs in achieving better SAB outcomes among patients who independently require oral anticoagulation. We report the intervention-specific protocol, embedded in an adaptive platform trial.
The S. aureus Network Adaptive Platform (SNAP) trial [NCT05137119] is a pragmatic, randomised, multicentre adaptive platform trial that compares different SAB therapies for 90-day mortality rates. For this intervention (‘Dabi-SNAP’), patients receiving therapy with an oral FXaI will be randomised to continue as usual or to change to dabigatran as of the next scheduled dose. All subjects will receive standard of care antibiotics and/or antibiotics allocated through other active domains in the platform. As the choice of anticoagulant may not demonstrate large differences in mortality, a ranked composite of death and adverse outcomes (Desirability of Outcome Ranking, or DOOR) was chosen as the primary outcome.
The study is conditionally approved by the research ethics board of the McGill University Health Centre: identifier 2025-10900. Trial results will be published open access in a peer-reviewed journal and presented at a global infectious disease conference. The trial is registered at clinicaltrials.gov with the identifier NCT06650501.
FreshRSS 