by Xiangxiang Kong, Lujie Karen Chen, Sancharee Hom Chowdhurry, Ryan B. Felix, Shiming Yang, Peter Hu, Neeraj Badjatia, Jamie Erin Podell
Paroxysmal sympathetic hyperactivity (PSH) is a syndrome that occurs in a large subset of critically ill traumatic brain injury (TBI) patients and is associated with complications and poor recovery. PSH is defined by recurrent episodic vital sign elevations in the appropriate clinical context. However, standard diagnostic criteria rely heavily on subjective judgment, leading to challenges and delays in recognition, monitoring, and management. The objective of this study was to develop automated PSH detection and quantification tools that exclusively utilize objective bedside continuous vital sign data. Using a cohort of 221 critically ill acute TBI patients with at least 14 days of continuous physiologic data (of which 107 were clinically diagnosed with PSH) we developed a high-resolution clinical feature scale based on established PSH-Assessment Measure criteria and two artificial intelligence-based episode detection models including an expert system approach and a machine learning model approach, using a clinician-annotated case example as ground truth. For the episode detection methods, PSH was quantified as the number, duration, and overall temporal burden of detected episodes. To evaluate performance, we compared quantifications across PSH cases and controls and explored precision and recall. All three methods demonstrated initial face validity to delineate PSH cases from non-PSH TBI controls. Future optimization and implementation of the described computational frameworks with real-time patient data could improve the standard monitoring and management of this challenging clinical syndrome.Recognising peripheral arterial disease and chronic venous insufficiency early and managing them appropriately improves patient outcomes and prevents ulceration. However, few studies consider the influence patient skin tone has on this assessment. The study aimed to explore the experiences of healthcare professionals when assessing the cutaneous manifestations of chronic venous insufficiency and peripheral arterial disease in people with dark skin tones. We conducted semi-structured online interviews with healthcare professionals working in the United Kingdom between July and December 2023. The ‘theoretical domains framework of behaviour change’ (TDF) guided the interview schedule and data analysis. 24 healthcare professionals were interviewed (18 nurses, 5 doctors, 1 physiotherapist) with an average experience of 15 years (IQR 9.75–21.75 years). We found the environmental context domain best explains clinical behaviour, which included effective teamworking, referral pathways and training, and adequate lighting. Environmental factors also influenced other aspects of the TDF such as skill development, focus and concentration, and belief about capabilities. Some participants also found personal challenges in asking questions exploring patients' behaviour and skin care practices as they did not want to cause offence. Findings will inform the development of interventions to support lower limb assessment in those with dark skin tones.
by Clarisse Kagoyire, Albert Ndagijimana, Gilbert Nduwayezu, Jean Nepo Utumatwishima, Jean Pierre Mpatswenumugabo, Marie Anne Mukasafari, Diane Rinda, Vedaste Ndahindwa, Kristina Elfving, Gunilla Krantz, Torbjörn Lind, Ali Mansourian, Renée Båge, Ewa Wredle, Elias Nyandwi, Aline Umubyeyi, Jean Baptiste Ndahetuye, Petter Pilesjö
Despite national progress, stunting remains prevalent in specific regions of Rwanda, highlighting the limitations of coarse-resolution data for effective mapping and intervention planning. This study explored optimal spatial resolution and analytical approach to capture localised dynamics and the multifactorial nature of stunting. A cross-sectional, population-based study was conducted in the Northern Province of Rwanda, focusing on children aged 1–36 months. Data were collected using structured questionnaires covering socio-demographic, economic, health, childcare, livestock factors and anthropometric measurements. Environmental characteristics were obtained from national datasets, while household geographic coordinates were captured using a customized mobile geodata platform (emGeo). After data cleaning, predictors were analysed using univariable and multivariable logistic regression as well as geographically weighted logistic regression (GWLR) to account for spatial heterogeneity. Among 601 children, stunting prevalence was 27% (boys 33.8%; girls 20.9%). GWLR improved model fit, increasing adjusted deviance explained from 34% to 39%. Significant predictors included child age (adjusted OR = 2.46; 95% CI: 1.78–3.39), male sex (OR = 2.83; 95% CI: 1.65–4.86), birthweight (OR = 0.71; 95% CI: 0.54–0.94), maternal autonomy (ability to refuse sexual intercourse; OR = 0.48; 95% CI: 0.27–0.86), inconsistent maternal social support (OR = 2.30; 95% CI: 1.20–4.42), household electricity access (OR = 0.48; 95% CI: 0.27–0.84) and handwashing facilities (OR = 0.21; 95% CI: 0.07–0.67). GWLR revealed substantial spatial heterogeneity in these factors, delineating areas where each factor matters most. This household-level, spatially explicit analysis reveals localised risk patterns often masked by aggregated national data. Prioritising context-specific interventions (such as electrification, hygiene promotion, and enhanced maternal social support), can enhance effectiveness. The proposed analytical workflow provides a model for addressing persistent stunting in other resource-limited settings.Findings of previous studies on associations between dairy consumption and metabolic health status were inconsistent. This study aimed to assess the link between consumption of dairy foods and metabolic health status, brain-derived neurotrophic factor (BDNF) and adropin levels in adults.
Cross-sectional.
An observational study in Isfahan, Iran.
Adults (n=527) selected by multistage cluster random sampling. Dietary intakes were assessed via a validated 168-item food frequency questionnaire.
Anthropometric indices, blood pressure and biochemical parameters were assessed. The criteria proposed by Wildman et al were used to categorise participants into metabolically healthy and metabolically unhealthy (MU).
Participants had a mean age of 42.66 years (45.7% women). Moderate consumption of total dairy was, respectively, linked to 58% lower odds of MU (OR T2 vs T1=0.42; 95% CI 0.18 to 0.96), after taking all confounders into account. Participants in the middle versus low tertile of low-fat dairy intake showed 51% marginally lower odds of MU (OR T2 vs T1=0.49; 95% CI 0.22 to 1.08; p=0.08). No significant association was discovered between high-fat dairy intake and MU chance. However, higher total dairy intake was associated with lower odds of hypertension (OR T3 vs T1=0.36; 95% CI: 0.14 to 0.93). No significant associations were observed between dairy intake and BDNF or adropin levels.
Moderate consumption of total and low-fat dairy was associated with lower odds of being metabolically unhealthy in Iranian adults, but high-fat dairy intake was not. Hypertension was less common among individuals with higher dairy intake. No association was found between dairy intake and serum levels of BDNF or adropin.
To assess the levels of knowledge, attitudes and practices (KAP) toward skin cancer prevention among Malaysian adults and to examine differences in KAP across socio-demographic groups.
Cross-sectional online survey.
Community-based study conducted in Malaysia using social media recruitment.
A total of 386 adults aged ≥18 years residing in Malaysia. Most participants were young adults (86.3%), female (55.4%) and of Chinese ethnicity (65.5%). Healthcare professionals were excluded.
Primary outcomes were levels of knowledge, attitude and preventive practices toward skin cancer, measured using the validated KAP-SC-Q (Knowledge, Attitude and Practice of Skin Cancer Questionnaire) and categorised as poor, moderate or good. Secondary outcomes included differences in KAP across socio-demographic and clinical characteristics, analysed using independent t-tests and 2 tests.
Over half of participants demonstrated poor knowledge of skin cancer (56.0%) and the vast majority showed inadequate preventive practices (84.2%), while attitudes toward skin cancer were predominantly positive (62.4%). Significant differences in mean KAP scores and categorical levels were observed across several socio-demographic variables. Participants with tertiary education had higher knowledge (14.32 vs 12.61) and attitude scores (20.01 vs 15.95; p
Malaysian adults exhibited limited knowledge and very poor preventive practices toward skin cancer despite generally positive attitudes. These findings highlight substantial gaps between awareness and behaviour and support the need for targeted public health interventions to correct misconceptions, improve risk perception especially in high-risk groups and promote effective ultraviolet protection behaviours.
To assess anaesthesia capacity and practice in Sierra Leone by enumerating the anaesthesia workforce by volume, training level and distribution across urban and rural areas and facility ownership; estimating the prevalence of anaesthesia methods used for common surgical procedures by provider category; and evaluating hospital infrastructure and the availability of essential anaesthesia-related medications and equipment.
A nationwide, cross-sectional, facility-based study combining structured questionnaires administered through face-to-face interviews with facility leads and retrospective review of surgical and anaesthesia logbooks.
Public and private hospitals and clinics in Sierra Leone providing surgical care with general, regional or local anaesthesia within an operating theatre.
69 of 78 eligible surgical facilities nationwide were included. Facilities providing surgical services between September 2022 and August 2023 were eligible; facilities without registries or declining participation were excluded.
Across participating facilities, the anaesthesia workforce comprised 198 full-time positions, predominantly non-physician providers, with only 40.4% (80/198) trained to administer anaesthesia independently. Ketamine-based and spinal anaesthesia were most common, while general anaesthesia with a protected airway accounted for just 5.0% (415/8339) of procedures. Anaesthesia practices varied by provider training level. Essential infrastructure, equipment and medications fell below international minimum standards, with shortages most pronounced in rural facilities.
Severe shortages of certified anaesthesia providers, limited anaesthesia techniques and inadequate material resources remain major barriers to safe anaesthesia and surgical care in Sierra Leone. Targeted investments in workforce development, infrastructure and resource allocation—particularly in rural areas—are required to improve the safety, quality and equity of anaesthesia care nationwide.
Since 1985, the international healthcare community has recommended the ideal rate of caesarean section (CS) to be 10%–15% at the national level. The literature has reported that overused CS without necessary medical indications can be harmful to both maternal and child health. To generate evidence to support policy on CS, this study evaluated the trend over time of CS in Thailand during January 2016 to October 2021 (which included the COVID-19 pandemic period) and explored predictors of CS use.
This study was a retrospective secondary data analysis of de-identified hospitalisation data under the Universal Coverage Scheme (UCS) from the National Health Security Office’s e-Claims database. Descriptive analyses were conducted to explore the number and rate of CS over time and across different characteristics (ie, age, hospital type, COVID-19 status and delivery day) including a multivariable logistic analysis to explore predictors of CS. Interrupted time series analysis was adopted to investigate the effect of the COVID-19 pandemic on CS rate.
569 321 CS cases under UCS from 2016 to 2021.
The results showed an increasing trend of CS rate, from 30% in January 2016 to 35% in October 2021. Both clinical (eg, medical indication and age) and non-clinical (eg, region and day of delivery) factors were significantly associated with CS. Furthermore, the COVID-19 pandemic had no significant effect on CS rate (level: –0.0016, 95% CI –0.0085 to 0.0053, p=0.66).
This study highlighted an increasing trend of CS in Thailand and could present supportive evidence that Thailand might have been facing an overuse of CS. More awareness and actions are warranted to ensure the movement towards reduction of unnecessary CS in Thailand.
To determine the safety and efficacy of ruxolitinib (RUX) and fostamatinib (FOS) compared with standard of care (SOC) in patients requiring hospital admission for the treatment of COVID-19 pneumonia.
Adaptive multiarm, multistage, randomised, open-label trial (three arm, two stage).
Five hospitals in England between October 2020 and September 2022.
Hospitalised patients (≥18 years) with COVID-19 pneumonia defined by a modified WHO COVID-19 severity grade of 3 or 4.
Participants were randomly assigned 1:1:1 to receive RUX (10 mg two times per day for 7 days then 5 mg two times per day for 7 days), FOS (150 mg two times per day for 7 days then 100 mg two times per day for 7 days) or SOC.
Primary outcome was development of severe COVID-19 pneumonia (modified WHO severity grade≥5) within 14 days of randomisation. Secondary outcomes included mortality, invasive and non-invasive ventilation, venous thromboembolism, duration of hospital stay, readmissions, inflammatory markers and serious adverse events (SAEs).
At stage 1, 181 patients were randomised, with 4 assessed as ineligible post randomisation. FOS was stopped early for futility with 16 participants (27.6%, n=58) developing severe COVID-19 pneumonia compared with 15 (25.0%, n=60) in the SOC arm (adjusted odds ratio (aOR) compared with SOC: 1.12; 95% CI 0.49 to 2.58; p=0.608). RUX progressed to stage 2 but the trial was stopped early due to slow recruitment. At the final analysis, 10 participants (16.1%, n=62) developed severe COVID-19 pneumonia in the RUX arm compared with 15 (24.6%, n=61) in the SOC arm (aOR: 0.63; 95% CI 0.25 to 1.57; p=0.161). Four (7.4%) participants in the FOS arm, none in the RUX arm and three (5.5%) in the SOC arm died within 14 days of randomisation. Infections were the most frequently reported SAE and were numerically higher in the FOS (10, 17.2%) and RUX (10, 16.1%) arms compared with SOC (7, 11.5%). Two unexpected serious adverse reactions occurred in the RUX arm only.
We found no evidence that FOS was superior to SOC for the treatment of COVID-19 pneumonia in patients requiring hospital admission. Due to early stopping, the trial was underpowered to establish RUX’s effect in this population. Further study is needed.
NCT04581954; EUDRA-CT:
To explore the familial, emotional, social and school-related challenges experienced by school-aged siblings of children with cancer, focusing on how these challenges intersect across hospital, home and school in their everyday lives.
Qualitative, two-phase, multi-site study.
Fieldwork was conducted at two distinct paediatric oncology wards, followed by semi-structured interviews with 11 siblings (aged 7–19 years) and 20 parents, recruited through criterion-based sampling. The data were analysed using reflexive thematic analysis.
Analysis showed that siblings were often marginalised in hospital life due to (1) family logistics; (2) hospital-induced restrictions, rules and physical spaces and (3) perceptions of their presence as ‘problematic’, ultimately limiting their access. In family life, siblings experienced peripheral roles because (1) they were cared for by others, (2) had their needs subordinated and (3) faced shifting expectations. At school, siblings encountered (1) limited understanding from classmates and teachers and (2) insufficient support resources.
Siblings of children with cancer face significant, interconnected challenges, often amplified by the structural frameworks of healthcare, family and school contexts.
Siblings of children with cancer are often marginalised in their own lives. In healthcare, a family-centred approach to care should formally and actively include siblings. Nurses are well-positioned to promote this, ensuring whole-family support. Siblings would benefit from coordinated support bridging hospital, home and school.
This study adheres to the SRQR Checklist.
Parents helped shape the study focus by discussing preliminary observations and potential support needs.
This study aims to identify the effectiveness of asthma self-management interventions for school-aged children 6–17 years old in the US. The research questions include: (1) What interventions are conducted for asthma self-management among school children and adolescents aged 6–17 with asthma from minority families in the US? (2) Which asthma self-management intervention(s) are effective and feasible to reduce acute healthcare utilisation and improve asthma control among school-aged children 6–17 years and (3) Are there any differences in the effectiveness of self-management interventions by age groups (children 6–11 years vs adolescents 12–17 years) and by income groups (low income vs high income minority families)?
A thorough search of the literature is conducted in multiple electronic databases, such as MEDLINE, PubMed, Scopus/Embase, EbscoHost, CINAHL-full text, PsycINFO and clinical trials. This review focuses on studies of school-aged children and adolescents 6–17 years old with asthma from minority families that employ self-management intervention to enhance asthma control compared with a standard intervention/control group. The search strategies are developed following the population, intervention, comparison and outcome framework. The primary outcomes of this study are healthcare utilisation (ie, asthma-related urgent care/emergency department visits and hospitalisation), symptom control and asthma control. The process involves developing a search strategy along with inclusion and exclusion criteria, extracting relevant data, assessing the risk of bias (RoB) and analysing the data. The preferred reporting items for systematic reviews and meta-analyses guidelines will be used for reporting of the systematic review. The Cochrane Risk of Bias revised tool will be used to assess the RoB. The findings will be presented descriptively using tables, visual aids and a narrative summary. A meta-analysis will synthesise the results, exploring the impact of various interventions on asthma self-management in low-income and minority adolescents.
Ethical approval is not required for this study since this is a systematic review of existing literature. This study will synthesise evidence of asthma self-management interventions among school-aged children with asthma from minority and low-income families and identify research gaps. The findings in the meta-analysis will offer valuable insights into designing tailored evidence-based, effective, self-management interventions for school-aged children and adolescents with asthma in the future. The findings will be disseminated via peer-reviewed publications and presentations.
CRD42024567466.
Burn injuries are a significant cause of morbidity and mortality globally; however, limited data are available from low- and middle-income countries such as Jordan. This study aimed to describe burn patient presentation, initial management and factors associated with in-hospital mortality. A retrospective descriptive study was conducted using records of 493 patients admitted to a national referral centre in Jordan between 2018 and 2022. The sample was predominantly male (61.5%) with a mean age of 19.6 years (SD = 21); children under 18 years comprised 58.4%. The mean total body surface area (TBSA) burned was 18%. Flame (50.1%) and scald (44.6%) injuries were most common. Inhalation injury occurred in 25.8% and 21.3% required mechanical ventilation. The hospital mortality rate was 15.6%, significantly associated with TBSA, age, inhalation injury and low serum total protein. Baux and revised Baux scores showed high predictive accuracy (AUC = 0.902 and 0.918). Logistic regression identified TBSA, age, inhalation injury and total protein level as independent predictors of mortality. Burn injuries in Jordan disproportionately affect children and are associated with substantial mortality. Early identification of high-risk patients using validated scores and prompt nutritional and respiratory interventions are essential. Multicentre studies and a national burn registry are recommended to guide future policy and care improvements.
Identify and describe patient engagement interventions used to improve medication management in older adults during transitions of care.
A mixed-methods systematic review.
A comprehensive search of all study designs was conducted. Studies were categorised using the ladder of patient and family engagement, a framework that positions engagement from low (passive) to high (active partnership) patient engagement.
Six databases were searched from inception to April 2024.
The search yielded 29 reports, with 25 classified as studies. Most interventions (n = 19, 76%) were low-level interventions that comprised informing patients in a passive manner. Interventions that facilitated high-level engagement (n = 6, 24%) where patients were integrated in the decision-making process were associated with consistently improved patient and healthcare long-term outcomes.
While low and high-level engagement interventions were associated with significantly decreased hospital readmission rates, high-level interventions consistently demonstrated positive patient outcomes. Interventions supporting older adults beyond discharge achieved meaningful and lasting patient and healthcare outcomes for older adults.
Findings provide clinical reference for designing engagement interventions, highlighting long-term benefits of partnership-based approaches and continuity beyond discharge.
Engagement in medication management during transitions of care varied significantly. High-level engagement was consistently linked to improved patient and healthcare outcomes but was often resource intensive. This review identifies the need to design balanced interventions that align with the preferences of older adults and real-world contextual healthcare settings.
PRISMA guidelines.
No patient or public contribution.
PROSPERO (registration number CRD42024557385).
Cardiovascular diseases (CVDs) are a leading cause of mortality in Nepal. Risk perception is crucial for the prevention of CVD-related behaviours. This study assessed CVD risk perceptions and the stages of preventive behaviours among adults in Pokhara Metropolitan, Nepal by integrating two theoretical models—the Health Belief Model and the Transtheoretical Model.
This study used a cross-sectional design with data collected through a survey using a semistructured questionnaire.
This study was conducted from July 2024 to August 2024; among community people aged ≥20 residing in 11 wards of Pokhara Metropolitan.
A total of 384 community people residing in Pokhara Metropolitan, Nepal.
The primary outcome measure was stage of preventive behaviours of CVDs using Fuster BEWAT components (blood pressure, exercise, weight, diet and tobacco), while explanatory variables were sociodemographic characteristics and CVD Health Beliefs.
A total of 384 adults participated (response rate=95%). The mean age was 42.3 years (SD±14.5), with equal representation of males and females. More than half of the participants (55.5%) perceived low susceptibility to CVDs, 40.4% perceived high severity, 78.4% perceived high benefits and 49.5% perceived moderate barriers. Most respondents were in the precontemplation stage for blood pressure control (43%) and weight management (30.5%), whereas maintenance was most common for physical activity (41.1%), healthy diet (51.3%) and smoking abstinence (80.1%).
Ordinal logistic regression revealed that low perceived benefits significantly hindered behavioural progression (p=0.001–0.012), where low perceived barriers significantly facilitated advancement across all behaviours (p
Perceived benefits and barriers were key predictors of progression in CVD prevention behaviours. While many adults maintained healthy diets, physical activity and smoking abstinence, most were in the early stage for blood pressure and weight control strategies. Strengthening perceived benefits and reducing barriers can enhance the adoption of healthy behaviours in Nepal.
The aim of this study was to assess the relationship between nursing workload at the time of intensive care unit discharge and the likelihood of intensive care unit readmission.
This single-center prospective cohort study was conducted at a Belgian academic hospital and included all intensive care unit admissions from June 1, 2021 to May 31, 2022.
The Nursing Activities Score was documented by the nurse responsible for each patient during every shift. Adult patients (≥ 18 years) with intensive care unit stay exceeding 24 h during the study period were eligible for inclusion. Those discharged to another hospital, a nursing home, or their own home were excluded due to the inability to ensure follow-up.
Among the 1293 eligible admissions recorded during the study period, 133 patients (10.3%) experienced readmission. Readmitted patients exhibited a higher prevalence of medical reasons for intensive care unit admission, significantly increased mortality rates, and longer hospital length of stay compared to non-readmitted patients. The average daily Nursing Activities Score did not differ significantly between the two groups. The Nursing Activities Score at intensive care unit discharge was notably higher in readmitted patients, and those with a score above the median at discharge demonstrated an increased risk of readmission within 30 days. In multivariable analysis, a high Nursing Activities Score at intensive care unit discharge was an independent predictor of readmission.
An elevated nursing workload, as indicated by the Nursing Activities Score recorded at intensive care unit discharge, was significantly associated with a higher risk of readmission.
The study examines the relationship between nursing workload at the time of ICU discharge and the likelihood of unplanned readmission. The results highlight the critical role of nursing workload assessment at ICU discharge in capturing the complexity of care requirements patients face at discharge. The results emphasise the importance of revising discharge planning processes, identifying nursing workload as a critical factor in unplanned readmissions.
STROBE guidelines were used for this study.
Not applicable.
To test the feasibility and acceptability of a newly developed model of neonatal nurse-controlled analgesia to manage pain in the post-operative infant.
The study utilised a single-centre two-arm parallel, unblinded randomised controlled external pilot trial design.
The pilot trial was conducted in a surgical neonatal tertiary intensive care unit in Brisbane, Australia. Eligible infants were randomised to receive either post-operative pain management care via a model of neonatal nurse-controlled analgesia or standard care. Feasibility and acceptability were the primary outcomes. Seven feasibility outcomes were assessed by a traffic light system to delineate progression to a larger trial. Acceptability and clinical utility of the model of care by staff were assessed by feedback from an anonymous questionnaire that was administered at the completion of the trial period. Secondary outcomes included parental attitudes and perceptions of post-operative pain management to help establish primary outcomes for a larger randomised controlled trial.
Overall staff found the formalised model beneficial for managing post-operative pain but found the complexity of the model and ability to titrate analgesia based only on documented pain scores barriers requiring further consideration. Three of the seven feasibility outcomes failed to reach ‘greenlight’ targets to progress to a larger trial with adherence to the model, and the proportion of eligible infants not recruited was allocated a ‘redlight’. Secondary outcomes were comparable and support future study.
This pilot feasibility study has shown that a model of neonatal nurse-controlled analgesia can be safely implemented and utilised in the post-operative care of the surgical neonate. Further exploration of the barriers to model adherence and recruitment is warranted before a future larger trial is undertaken.
Though not all primary outcomes reached an acceptable range for further progression, this pilot feasibility study provided invaluable learning and has provided direction for future research into the provision of a family integrated and responsive model of analgesia.
This study is reported in line with the Consolidated Standards of Reporting Trials (CONSORT): Extension to randomised pilot and feasibility trial and the TIDieR Checklist (Template for Intervention, Description and Replication).
No patient or public contribution was utilised for this study.
Trial Registration: ACTRN12623000643673—the trial was prospectively registered
Outward medical tourism is when people seek medical treatment in a different country to the one they live in. We aimed to identify all studies that describe the impact on the UK National Health Service (NHS) of patients who require treatment due to outward medical tourism for elective surgery and report on complications, costs and benefits.
A rapid literature review. Medical and grey literature databases were searched, limited to literature published between 2012 and 2024.
Studies published in the English language, conducted in any NHS setting, describing complications, costs or benefits due to outward medical tourism for elective surgery were included. We excluded emergency and semi-urgent surgery, dental and transplant surgery, cancer treatment and fertility treatment.
Primary outcomes were costs and savings to the NHS. Secondary outcomes were type and frequency, demographics, procedures, complications, treatment, follow-up care and use of NHS resources. Results were summarised narratively. Study quality was assessed using JBI critical appraisal tools and the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach was used for certainty of evidence for costs.
Some 35 case series and case reports and two surveys of NHS plastic surgeons were identified. Case studies described 655 patients treated in specific NHS hospitals between 2006 and 2024 for postoperative complications due to metabolic/bariatric surgery (n=385), cosmetic (n=265) and ophthalmic (n=5) surgery tourism. No cases relating to other surgical specialities were identified in the literature. Most patients were women (90%), with an average age of 38 (range 14–69) years. The most common destination for surgery was Turkey (61%). Complications were not well described for metabolic/bariatric surgery tourism; but for cosmetic surgery tourism, infection and wound dehiscence were most commonly reported. There was evidence that some patients needed complex treatment involving long hospital stays and multiple surgical interventions. Very low certainty evidence indicated that costs to the NHS from outward medical tourism for elective surgery ranged from £1058 to £19 549 per patient in 2024 prices. We found no studies that reported on the benefits of outward medical tourism.
A systematic approach is needed to collecting information on the number of people who travel abroad for elective surgery and the frequency and impact on the UK NHS of treating complications. Without these data, we cannot fully understand the risk of seeking surgery abroad.
by Lauren Riehm, Keean Nanji, Moiz Lakhani, Evelina Pankiv, Dean Hasanee, Wesla Pfeifer
PurposeLarge language models (LLMs) have the potential to change medical education. Whether LLMs can generate multiple-choice questions (MCQs) that are of similar quality to those created by humans is unclear. This investigation assessed the quality of MCQs generated by LLMs compared to humans.
MethodsThis review was registered with PROSPERO (CRD42025608775). A systematic review and frequentist random-effects network meta-analysis (NMA) or pairwise meta-analysis was performed. Ovid MEDLINE, Ovid EMBASE, and Scopus were searched from inception to November 1, 2024. The quality of MCQs was assessed with seven pre-defined outcomes: question relevance, clarity, accuracy/correctness; distractor quality; item difficulty analysis; and item discrimination analysis (point biserial correlation and item discrimination index). Continuous data were transformed to a 10-point scale to facilitate statistical analysis and reported as mean differences (MD). The MERSQI and the Grade of Recommendations, Assessment, Development and Evaluation (GRADE) NMA guidelines were used to assess risk of bias and certainty of evidence assessments.
ResultsFive LLMs were included. NMA demonstrated that ChatGPT 4 generated similar quality MCQs to humans with regards to question relevance (MD −0.13; 95% CI: −0.44,0.18; GRADE: VERY LOW), question clarity (MD −0.03; 95% CI: −0.15,0.10; GRADE: VERY LOW), and distractor quality (MD −0.10; 95% CI: −0.24,0.04; GRADE: VERY LOW); however, MCQs generated by Llama 2 performed worse than humans with regards to question clarity (MD −1.21; 95% CI: −1.60,-0.82; GRADE: VERY LOW) and distractor quality (MD −1.50; 95% CI: −2.03,-0.97; GRADE: VERY LOW). Exploratory post-hoc t-tests demonstrated that ChatGPT 3.5 performed worse than Llama 2 and ChatGPT 4 with regards to question clarity and distractor quality (p Conclusion
ChatGPT 4 may create similar quality MCQs to humans, whereas ChatGPT 3.5 and Llama 2 may be of worse quality. Further studies that directly compare these LLMs to human-generated questions and administer MCQs to students are required.
Preventing central line associated bloodstream infections is feasible; although numerous hospitals continue to face challenges in achieving this important patient safety goal.
The aim of this project was to reduce the incidence of central line associated bloodstream infections in the intensive care unit.
This evidence-based practice quality improvement project was conducted in the general intensive care unit with 35 beds in King Abdullah Medical City in response to an increase in reported central line associated bloodstream infections cases. A searchable clinical question was formulated, and the relevant literature was reviewed and critically appraised to identify effective prevention strategies. Multimodal Interventions were then implemented and evaluated. The Plan, Do, Study, Act methodology was integrated with an evidence-based practice model to enhance the effectiveness, sustainability, and overall quality of the initiatives.
Central line associated bloodstream infection rates decreased from 1.37 to 0.62 per 1000 central line days in the intensive care unit following implementation of the interventions. Moreover, the project generated a total cost savings of $244,201 USD (915,756 SAR), reflecting reduced costs associated with central line associated bloodstream infection cases over the subsequent 18 months.
Implementation of multimodal interventions is essential to decrease central line associated bloodstream infection rate in intensive care units.