Medicare–Medicaid dual-eligible beneficiaries comprise
Retrospective cohort study with 6-month feature window (January–June 2023) and 6-month outcome window (July–December 2023).
National fee-for-service Medicare programme across 50 US states, District of Columbia and Puerto Rico.
3 877 563 dual-eligible beneficiaries with ≥8 months enrolment in Medicare Parts A, B and D during 2023. Mean age 64.9 years; 56% female; 65% White, 15% Black, 7% Hispanic and 6% Asian.
Primary: prospective Medicare spending (per-member-per-month) and acute care utilisation (≥1 hospitalisation/emergency department visit) July–December 2023. Secondary: concurrent spending January–June 2023.
Adding healthcare system context to patient data improved model performance from R²=0.454 (0.450–0.458) to 0.615 (95% CI 0.611 to 0.619) for prospective spending prediction (a 35% improvement, p97%). System context reduced predicted risk for 86% of beneficiaries (mean –8.8 percentage points), while increasing risk for 14%. Black beneficiaries experienced higher rates of contextual risk amplification (15.8% vs 13.6% White) and showed distinct vulnerability to large practice coordination and workforce composition factors, while Hispanic populations’ risk was primarily associated with geographic access barriers.
Healthcare delivery context substantially improves prediction of future spending among dual-eligible beneficiaries. These findings suggest risk adjustment incorporating context should account for differential racial impacts.
While almost half of older adults admitted to hospital are prescribed potentially inappropriate medicines, less than 1% have a medicine proactively deprescribed during admission in the UK. The CompreHensive geriAtRician-led MEdication Review (CHARMER) intervention is designed to address geriatricians’ and pharmacists’ barriers and enablers to deprescribing. The CHARMER definitive trial will evaluate effectiveness, cost-effectiveness and safety.
A stepped-wedge cluster randomised controlled trial will be conducted in 20 hospitals in England, with four hospitals in reserve. All hospitals will collect baseline data. Every 3 months, five hospitals will be randomised to receive the intervention. The intervention, implemented by a local project manager, comprises a hospital action plan to set deprescribing as an organisational goal; workshops for pharmacists and geriatricians to change beliefs about deprescribing; weekly briefings between geriatricians and pharmacists to discuss opportunities for deprescribing; benchmarking reports to compare deprescribing performance across participating hospitals. With an average of 200 patients admitted and discharged during each step, the study will have 89.5% power at 5% significance level and intra-class correlation coefficient of 0.05 to detect a 3% difference in 90-day re-admission rate from 16.7% versus 13.7%. Anonymised routinely collected data, including readmissions, will be obtained for all patients admitted during the study period. Enhanced data collection periods of 1 month during control and intervention periods will be used to recruit patients and data for secondary outcomes and process evaluation.
A stepped-wedge design enabled a smaller number of hospitals and patients to be included than a traditional cluster-randomised design. The complexity of intervention implementation necessitated a project manager in addition to the principal investigator responsible for trial conduct. Using routinely collected data for the primary outcome measure should ensure that the trial has sufficient power on completion. Planned enhanced data collection for short periods of time improves trial efficiency.
To synthesise the evidence on implementation strategies used to implement transitional care interventions for adult surgical patients.
Scoping review.
Medline, CINAHL and EMBASE were searched in August 2023 and updated June 2025, followed by citation searches. Studies were screened independently by two researchers, and one extracted data, another verified its accuracy. Studies about transitional care interventions for adult surgical patients were coded according to the ‘Five classes of implementation strategies’ and the ‘Patterns, Advances, Gaps, Evidence for practice and Research recommendations’ framework, to illuminate the review findings.
Based on 27 studies included in the scoping review, staff education, changes to staffing and electronic systems, and change management techniques were frequently used implementation strategies. Implementation strategies were mostly used with patients undergoing colorectal and cardiac surgery in Asia and the United States. Scale-up strategies and capacity-building initiatives for people in charge of spearheading the change initiatives were less common.
To further the field, future research could focus on capacity-building and scale-up strategies, fidelity reporting, and financial implications of implementation in a wider range of surgical populations and settings. Work is needed to effectively implement surgical transitional care interventions in real-world settings.
Our findings provide strategies for hospital leaders to adopt when implementing transitional care interventions for surgical patients.
Scoping Reviews (PRISMA-ScR) checklist.
Determined review focus, interpreted findings, and contributed to manuscript.
The Open Science Framework.
This study aims to explore trends in the use of antibiotics, in the context of the COVID-19 pandemic, across the European Union (EU), focusing on socioeconomic inequalities.
Repeated cross-sectional analysis.
26 EU member states.
Analyses were conducted using data from five waves of the Eurobarometer survey (2009–2022, n=1 27 299).
We used multilevel logistic regression, stratified by financial difficulty, to examine changes in the past-year use of antibiotics and in obtaining antibiotics inappropriately over time, adjusting for gender, age, type of community, children under 10 years in the household and antibiotic-related knowledge.
We found that the odds of self-reported use of antibiotics decreased between 2009 and 2022 in those with (OR=0.59, 95% CI 0.55–0.63) and without financial difficulties (OR=0.53, 95% CI 0.50 to 0.56), with a substantial reduction between 2018 and 2022. However, a relatively higher proportion of Europeans who used antibiotics in the past year were obtaining them inappropriately in those with (OR=2.03, 95% CI 1.68 to 2.45) and without financial difficulties (OR=1.83, 95% CI 1.53 to 2.19) in 2022. Among those with financial difficulties, higher self-reported use of antibiotics and inappropriately obtaining antibiotics were associated with lesser knowledge about antibiotics.
Despite notable progress made in the EU in reducing antibiotic use, current efforts fall short in addressing the issue of inappropriate antibiotic use. A targeted approach prioritising outreach to vulnerable populations to advance attitudes and behaviours related to appropriate antibiotic use may be required to achieve further progress.
Traditional encounter-based analyses overlook downstream costs and complications that follow emergency department (ED) care. To enable more comprehensive evaluations, we developed standardised episode of care definitions for five common, high-cost conditions: chest pain, congestive heart failure (CHF), pneumonia, chronic obstructive pulmonary disease (COPD) and suicidality.
A two-round modified Delphi panel study was conducted following a literature review and evidence synthesis. Using structured surveys with anonymous feedback, panellists rated candidate criteria. To be retained in the final episode definitions, criteria were required to meet a predefined validity threshold without panellist disagreement. Data were analysed descriptively, and meeting deliberations were recorded and reviewed thematically.
Virtual, supported by an online survey platform.
A multidisciplinary panel of 11 experts in emergency medicine and relevant clinical specialties with 9 members participating in each round.
Criteria to determine inclusion, exclusion (including pre-trigger, post-trigger and event exclusion) and risk-adjustment standards for constructing ED-based episodes of care.
Candidate criteria were presented to the panel by condition: 30 for chest pain, 54 for CHF, 30 for COPD, 79 for pneumonia and 375 for suicidality. Following deliberations and re-rating, the number of valid criteria was reduced, primarily in the episode exclusion category. Thematic analysis highlighted trade-offs between episode exclusion criteria and the use of risk adjustment to account for heterogeneity.
Operational definitions for ED-based episodes of care for five conditions were established. These may support healthcare administrators, policymakers and researchers in evaluating variation in ED care delivery and its downstream cost and outcomes.
Solid organ transplantation is a cornerstone of care for end-stage organ disease and a critical consideration for all doctors managing chronic conditions such as chronic kidney disease. Transplantation is wholly dependent on organ donation (both living and deceased), with shortages directly limiting access to life-saving therapy and resulting in preventable mortality for patients on waiting lists. Yet undergraduate exposure to organ donation and transplantation (ODT) across UK medical schools is anecdotally poor and not mapped nationally. The most substantive UK evidence is more than two decades old and demonstrates limited exposure and significant knowledge gaps among final-year medical students.
We here describe a protocol for two coordinated national surveys: U-KNOW-RT (Understanding and Knowledge of Renal Transplantation; final-year students) and U-TEACH-ODT (Undergraduate Teaching in ODT; educator leads). Together, these will provide the first UK-wide mapping of undergraduate ODT education, generating contemporary evidence on teaching provision, student exposure, knowledge, attitudes and career intentions. This work will directly inform the design of a standardised national ODT teaching module to ensure that all UK medical graduates attain a core level of literacy in ODT. Survey distribution is scheduled for January 2026, with completion expected by summer 2026.
We will conduct two parallel cross-sectional online surveys. U-KNOW-RT will recruit final-year medical students from all 44 UK medical schools via social media, institutional channels and student societies. U-TEACH-ODT will invite deans and senior curriculum leads. The student target is ~1200 responses (≥10 per school) to enable national mapping and triangulation with educator reports. Analyses will follow the Consensus-Based Checklist for Reporting of Survey Studies and the Checklist for Reporting Results of Internet E-Surveys reporting frameworks. Prespecified outcomes include student knowledge, exposure and attitudes alongside educator-reported curricular provision. Primary analyses will use mixed-effects regression with school-level clustering, agreement between student and educator reports will be quantified and selected items will be readministered to allow 20-year comparisons with legacy surveys.
This study involves human participants and was granted ethical approval by the University of Sheffield Ethics Department (reference 070914) on 25 November 2025. Participants provided informed consent before taking part. This manuscript reports a study protocol only; no results will be reported. Findings will be disseminated through peer-reviewed publications, conferences and feedback to medical schools and national bodies. De-identified data, questionnaires and analysis code will be shared openly on Open science framework.
OSF preregistration (DOI 10.17605/OSF.IO/38W5N).
To characterise nurses' perspectives on factors that influence their ability to provide patient-centered nursing care for autistic patients in a large urban hospital setting.
Qualitative exploratory study.
We conducted semi-structured interviews via Zoom with nurses from a large urban hospital serving primarily adult patients. We analysed interviews using codebook/template analysis. Two researchers coded each interview and resolved discrepancies through discussion.
Twelve nurses (3 males) with 2–20 years of professional experience across research, management, and patient care roles were interviewed. Three primary themes were generated: (1) barriers to patient-centered care, including lack of formal autism education, factors related to the hospital setting, and specific nurse characteristics, such as inflexible adherence to care routines; (2) facilitators of patient-centered care, including experiential autism knowledge, caregiver involvement, and specific nurse characteristics, such as showing respect for all patients; and (3) missed opportunities for patient-centered care, including underuse of behavioural care teams, inadequate time for planning and preparation, and reliance upon restraints and security personnel for behaviour management.
Nurses identified several areas where consistent implementation of existing processes could improve care. A key finding was the need to explore more patient-centered alternatives to the use of restraints and security personnel in response to aggressive or self-injurious behaviour. Overall, our results support the need for competency training to facilitate increased nursing comfort and ability to provide patient-centered care for autistic patients.
This work suggests nurses gain much of their autism-related knowledge through patient care experiences. Despite providing the majority of hands-on care, nurses receive little to no formal training about caring for the growing autistic population.
This work has identified targeted areas to improve education and processes in caring for autistic patients.
No patient or public contribution.
Adults with intellectual and/or developmental disabilities (IDD) experience higher rates of age-related health concerns, including dementia, than adults without disabilities. Despite this, current efforts to support brain health in ageing have often excluded this population. To address this gap, we will codesign, codeliver and evaluate a national virtual brain health education programme, Brain Health-IDD, for ageing individuals with IDD, family caregivers and health and social care providers.
This study will evaluate the Brain Health-IDD Program, an interactive virtual psychoeducation course codesigned and coled by an interdisciplinary team of clinicians and people with lived experience. Three participant groups will be recruited from across Canada: adults with IDD, aged 40 years and older; family caregivers who have a family member with IDD aged 40 years and older or who are themselves aged 60 years and older; and health or social service providers who support adults with IDD aged 40 years and older. Outcomes will be measured at baseline, postcourse and 3-month follow-up. Data will be collected through structured surveys, including both closed and open-ended questions, and focus group interviews.
Primary outcomes are participation, satisfaction and changes in knowledge and self-efficacy related to brain health among the three participant groups. Secondary outcomes for both adults with IDD and family caregivers include changes in health-related behaviours (social connections, sleep hygiene and physical activity), physical health, mental wellbeing, resilience and whether cognitive screening is initiated for adults with IDD and for caregivers. For health and social service providers, secondary outcomes include changes in brain health promotion practices and whether cognitive screening for older adults with IDD is initiated.
Analysis of open-text survey responses and qualitative data from focus group interviews will explore the experiences of participants with the Brain Health-IDD Program.
Institutional ethics approval was obtained from the Centre for Addiction and Mental Health Research Ethics Board. Programme findings and resources will be shared with advocacy groups, disability agencies, family caregiver organisations, clinicians and policymakers in the fields of disability, health and ageing at the provincial, national and international levels.
For people whose stroke risk would be reduced by taking a long-term oral anticoagulant (OAC), it is important to implement effective strategies to support medication initiation, adherence and persistence. To do this, a better understanding of the factors associated with implementation of interventions to optimise OAC management is needed.
This scoping review aimed to summarise the evidence-based characteristics associated with implementing interventions designed to optimise long-term OAC adherence.
Primary research (published post-2000) evaluating any intervention designed to optimise implementation of long-term OAC for stroke prevention by way of change in OAC services, staff or patient behaviour.
Five databases (MEDLINE, Embase, Cumulative Index to Nursing and Allied Health Literature (CINAHL), PsycInfo, Cochrane Library) were searched from 1 January 2000 to 4 August 2023 using a combination of terms relating to population, intervention and study design.
Titles/abstracts were screened by at least one reviewer. Data from each full text were abstracted (with 20% double-checked for accuracy) and its implementation content reviewed, guided by the Expert Recommendations for Implementing Change strategies.
216 studies were included, with varying descriptive reporting of implementation strategies, and only 61 (28%) self-identifying as an implementation study. The median number of implementation strategies used was three, with recently published studies (2015 onwards), those including patients receiving either direct OACs (DOACs) or vitamin K antagonists (VKAs) and those including multiple intervention targets (service, staff or patients) associated with using more implementation strategies. ‘Train and educate stakeholders’ strategies were the most commonly used, and ‘Adapt and tailor to the context’ strategies were the least used by included studies. Conversely, self-defined implementation studies were less likely to use ‘Train and educate stakeholders’ strategies, although they were positively associated with use of ‘Adapt and tailor to the context’. ‘Use evaluative & iterative’ strategies were used more frequently in studies where patients used either VKAs or DOACs, or were published more recently.
Studies need to self-define as implementation studies, improve implementation strategy reporting and be transparently registered, alongside conducting process evaluations or more richly describing implementation processes. Future research could explore why some implementation strategies are used more than others and whether aligning strategy clusters with intervention targets results in clinically significant differences in patient care.
Women who develop gestational diabetes mellitus (GDM) have a 60% lifetime risk of developing type 2 diabetes mellitus (T2D), which is already elevated within the first decade following childbirth. Despite the impact of lifestyle interventions to reduce long-term T2D risk in women with previous GDM, successful implementation of lifestyle interventions remains a barrier. Metformin is recommended for adults at increased risk of developing T2D; however, there is limited evidence of tolerability in the early postpartum period. Glucagon-like peptide 1 receptor agonists (GLP-1 RA) are effective at improving glycaemic status and body weight. However, GLP-1 RA have not been evaluated in the postpartum population. Finally, physical activity monitors may support behaviour changes related to physical activity to reduce long-term risk of T2D but are yet to be studied following GDM.
This will be a multicentre, randomised, open-label interventional pilot study. Using a 2x2 factorial design, we will examine the feasibility and acceptability of a pharmacotherapy intervention and a physical activity intervention in women with previous GDM at increased risk of developing T2D. Participants will be recruited from tertiary referral hospitals in Australia and will be randomised to receive either metformin alone or in combination with a GLP-1 RA and subsequently randomised to either a physical activity intervention involving activity monitor use, or usual care for 6 months, followed by a 6-month follow-up period. Primary feasibility outcomes include the acceptability and safety of the metformin and GLP-1 RA as measured through pill and injection counts, acceptability questionnaire and adverse events.
This trial is registered with the Australian and New Zealand Clinical Trials Registry (Registration Number: ACTRN12624001253594). This trial has received ethics approval from the South Eastern Sydney Local Health District Human Research Ethics Committee (Approval Number: 2024/ETH00042, protocol version v1.1, 28/02/2025).
Australian and New Zealand Clinical Trials Registry, Registration Number: ACTRN12624001253594.
The treatment of tobacco dependence in patients admitted to hospital is a priority for the National Health Service in England. We aimed to conduct an economic analysis of a pilot ‘opt-out’ tobacco dependence treatment intervention adapted from the Ottawa Model of Smoking Cessation.
Observational cost analysis of an inpatient tobacco dependence treatment intervention, and matched cohort study comparing readmission costs between patients who received the intervention and benchmarked equivalents who did not.
11 acute inpatient wards in a major teaching hospital in London, England.
673 patients who smoked, admitted between 1 July 2020 and 30 June 2021.
The intervention consisted of the systematic identification of smoking status, automatic referral to tobacco dependence advisors, provision of pharmacotherapy and behavioural support throughout the hospital stay and telephone support for 6 months after discharge.
The primary outcomes were cost-per-patient, cost-per-quit and incremental cost effectiveness ratio among patients who received the intervention. The secondary outcomes were patient-level readmission costs and bed-days from 6 months after discharge, compared between the intervention group and a group of matched benchmark patients who smoked but did not receive the intervention.
The total cost of the intervention was £178 105. On the basis of 104 patients who reported not smoking at 6 months, the cost-per-quit was £1712.55, equating to an estimated age-adjusted incremental cost per life year gained of £3325. Among 611 patients who were successfully matched to a benchmark cohort, readmissions for patients in the intervention group cost £492 k less than their benchmark equivalents over 21 months from 1 January 2021 to 30 September 2022 (£266 k vs £758 k), incurred 414 fewer bed days (303 vs 717) and readmitted at a lower rate (5% vs 11%). There were reduced readmission rates and costs among all patients who received the intervention compared with their benchmarked equivalents, regardless of smoking status at 6 months, except among those who opted out.
A pilot ‘opt-out’ tobacco dependence treatment intervention implemented in an acute hospital setting in London demonstrated value for money through reduced readmission rates and costs among all patients who received it.
This study aimed to evaluate the feasibility of delivering a vocational rehabilitation intervention (Return to Work After Trauma—ROWTATE), remotely to individuals recovering from traumatic injuries. The primary objectives were to assess therapists’ training and competence, adapt the intervention and training for remote delivery and assess the feasibility and fidelity of remote delivery to inform a definitive randomised controlled trial.
A mixed-methods feasibility study incorporating (1) telerehabilitation qualitative literature review, (2) qualitative interviews preintervention and postintervention with therapists and patients, (3) a team objective structured clinical examination to assess competency, (4) usefulness of training, attitudes towards (15-item Evidence-Based Practice Attitude Scale) and confidence in (4-item Evidence Based Practice Confidence Scale) evidence-based practice, intervention delivery confidence (8-bespoke questions) and intervention behaviour determinants (51-items Theoretical Domains Framework) and (5) single-arm intervention delivery feasibility study.
The study was conducted in two UK Major Trauma Centres. The intervention and training were adapted for remote delivery due to the COVID-19 pandemic.
Therapists: Seven occupational therapists (OTs) and clinical psychologists (CPs) were trained, and six participated in competency assessment. Seven OTs and CPs participated in preintervention interviews and surveys; six completed post-intervention interviews and four completed post-training surveys. Patients: 10 patients were enrolled in the single-arm feasibility study and 4 of these participated in postintervention qualitative interviews. Inclusion criteria included therapists involved in vocational rehabilitation delivery and patients admitted to major trauma centres. Exclusion criteria included participation in other vocational rehabilitation trials or those who had returned to work or education for at least 80% of preinjury hours. Intervention: The ROWTATE vocational rehabilitation intervention was delivered remotely by trained OTs and CPs. Training included competency assessments, mentoring and adaptation for telerehabilitation. The intervention was delivered over multiple sessions, with content tailored to individual patient needs.
Therapists found the training useful, reported positive attitudes (Evidence-Based Practice Attitude Scale mean=2.9 (SD 0.9)) and high levels of confidence in delivering evidence-based practice (range 75%–100%) and the ROWTATE intervention (range 80%–100%). Intervention barriers identified pretraining became facilitators post-training. Half the therapists needed additional support post-training through mentoring or additional training. The intervention and training were successfully adapted for remote delivery. High levels of fidelity (intervention components delivered: OTs=84.5%, CPs=92.9%) and session attendance rates were found (median: OT=97%, CP=100%). Virtually all sessions were delivered remotely (OT=98%, CP=100%). The intervention was acceptable to patients and therapists; both considered face-to-face delivery where necessary was important.
The ROWTATE intervention was delivered remotely with high fidelity and attendance and was acceptable to patients and therapists. Definitive trial key changes include modifying therapist training, competency assessment, face-to-face intervention delivery where necessary and addressing lower fidelity intervention components.
Depression, anxiety and stress are major contributors to the global burden of diseases. The ageing population faces an escalating burden of these conditions, and half of the cases are largely undiagnosed. Yet a paucity of epidemiological data limits understanding the full scope of the disease burden among older adults. This protocol outlines a systematic review to estimate the prevalence and incidence of anxiety, depression and stress among older people (60 years and above) and to identify contributing factors across South-East Asian countries.
A study protocol for a systematic review and meta-analysis has been registered in PROSPERO. The research team will systematically search, appraise and synthesise observational studies following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. Comprehensive searches will be conducted from inception to May 2025 across PubMed (NCBI), MEDLINE (Ovid), Web of Science, Cochrane Library, Scopus (Elsevier) and PsycINFO (APA), supplemented by grey literature from government reports, the WHO Library and Google Scholar. Two investigators will independently screen titles and abstracts, review full-text articles published in the English language and extract data, with discrepancies resolved by a third reviewer. Methodological quality and risk of bias of the included studies will be assessed using standardised tools. Primary outcomes are the prevalence and incidence of depression, anxiety and stress. Secondary outcomes include variations in the prevalence and incidence of these conditions based on sociodemographic factors, as well as associated risk factors that differ across regional contexts. Data will be pooled via meta-analysis where feasible or narratively synthesised if heterogeneity precludes quantitative synthesis. The systematic review will provide a comprehensive understanding of the burden of anxiety, depression and stress among older people in South-East Asia. This novel evidence will guide policymakers and healthcare practitioners in developing targeted interventions and generating essential evidence for supporting policy development in the region.
Ethical approval will not be required as this study will not involve collection of original data. The findings will be disseminated through publications in a peer-reviewed journal and presentations at scientific conferences.
CRD42024609033.
Crohn’s disease (CD) and ulcerative colitis (UC) are chronic, inflammatory bowel diseases (IBDs) of unknown origin, affecting the gastrointestinal tract and often causing extraintestinal symptoms. Conventional treatments (eg, glucocorticosteroids, immunomodulators) and targeted advanced treatments, including anti-TNFα, antibodies to p40 subunit of IL-12/23, antibodies to p19 subunit of IL-23, anti-α4β7 integrin, Janus kinase inhibitors (JAKis) and sphingosine-1-phosphate receptor (S1PR) modulators, do not achieve sustained responses for all patients, leaving significant unmet therapeutic needs.
This prospective, multi-centre observational study will follow a cohort of 240 patients across multiple study centres within NHS trusts in the UK who are initiating or switching biologics, specifically anti-TNFα and anti-α4β7 integrin for UC, and anti-TNFα, antibodies to p40 subunit of IL-12/2 and JAKi for CD. Through comprehensive profiling of immunological, transcriptional, microbiome, genetic and proteomic markers at baseline, week 12, and week 52, this study aims to uncover non-invasive biomarkers that predict response to these drug classes, ultimately advancing personalised medicine in IBD.
Ethical approval for the Nottingham/AstraZeneca study was granted by the West of Scotland Research Ethics Committee. Recruitment began in December 2022 and is currently ongoing at 10 NHS Trust sites across the UK. Study findings will be disseminated by publication in peer-reviewed journals and presentations at relevant national and international conferences.
We reviewed how artificial intelligence has been applied to inform care coordination by identifying and/or intervening in patients' unmet social needs.
Scoping review.
PubMed, CINAHL, PsycInfo, and Scopus databases were searched for articles published by November 2023.
Articles were excluded if they were reviews or protocols, did not explicitly mention artificial intelligence, or did not primarily focus on using it to identify and/or address unmet needs to inform care coordination.
Of 476 articles that underwent title and abstract screening, 102 were assessed for full-text eligibility, and eight were ultimately included. Five articles used both natural language processing and machine learning; two articles used natural language processing; and one article used machine learning. Half (n = 4) of the articles focused on using artificial intelligence to identify/predict social needs, and two each focused on artificial intelligence to examine social resource provision or to indirectly identify social needs or using artificial intelligence to facilitate addressing unmet needs through care coordination.
This review can inform an understanding of facilitators and barriers to the implementation of artificial intelligence in practice, to potentially improve patient care, health outcomes, and population health equity.
Using artificial intelligence to promote care coordination can expand opportunities to identify and intervene on social needs across more patients, with implications for nurses and other health professionals. It can also potentially exacerbate inequities and harm patient trust.
The findings suggest a gap between the practice of incorporating artificial intelligence into integrated care platforms and the available scientific literature. This review can provide healthcare providers and organisations with insights into integrating artificial intelligence into clinical workflows, which may inform decisions about whether or how to implement these technologies in clinical settings.
We followed PRISMA-ScR guidelines.
No Patient or Public Contribution.
by Wenshu Li, Jeffrey A. Leibowitz, Shuoguo Wang, Louisa Walker, Chang Xu, Kuei-Ting Chen, Alexa B. Schrock, Jason Hughes, Nimesh Patel, Julia A. Elvin, Lauren L. Ritterhouse, Ethan Sokol, Garrett Frampton, Lucas Dennis, Bahar Yilmazel, Brennan Decker
Homologous recombination repair (HRR) is a cellular pathway for high-fidelity double strand DNA break repair that uses the sister chromatid as a guide to ensure chromosomal integrity and cell viability. Deficiency in the HRR pathway (HRD) can sensitize tumors to poly (ADP-ribose) polymerase inhibitors (PARPi) and platinum-based chemotherapy, offering an avenue to identify patients who may benefit from targeted therapies. HRD signature (HRDsig) is a pan-solid-tumor biomarker on the FoundationOne®CDx (F1CDx®) assay that employs a DNA scar-based approach to calculate a score based on copy number features (e.g., segment size, oscillation patterns, and breakpoints per chromosome arm) and does not rely on HRR gene alterations, enabling detection of genomic and epigenetic mechanisms of HRD. After finalizing the HRDsig algorithm, analytical validation was conducted in a CAP-accredited, CLIA-certified laboratory on 278 solid tumor and normal tissue specimens. HRDsig results were compared with an independent HRD biomarker, defined by the presence of a reversion mutation restoring HRR gene function. In this evaluation, 100 HRD-positive and 126 HRD-negative samples showed a positive percent agreement of 90.00% and a negative percent agreement of 94.44%. The limit of detection (LoD) was estimated at 23.04% tumor purity, with the limit of blank (LoB) confirmed as zero in 60 normal tissue replicates. Reproducibility testing on 11 positive and 11 negative samples across multiple labs, reagent lots, and sequencers yielded agreement in 99.49% of positive and 99.73% of negative replicates. HRDsig status remained consistent in the presence of interfering substances, demonstrating 100% concordance in spiked samples. These validation results underscore the high analytical concordance, low false-positive rate, and overall robustness of HRDsig for reliable assessment of homologous recombination deficiency.To identify and understand the different approaches to local consensus discussions that have been used to implement perioperative pathways for common elective surgeries.
Systematic review.
Five databases (MEDLINE, CINAHL, EMBASE, Web of Science and the Cochrane Library) were searched electronically for literature published between 1 January 2000 and 6 April 2023.
Two reviewers independently screened studies for inclusion and assessed quality. Data were extracted using a structured extraction tool. A narrative synthesis was undertaken to identify and categorise the core elements of local consensus discussions reported. Data were synthesised into process models for undertaking local consensus discussions.
The initial search returned 1159 articles after duplicates were removed. Following title and abstract screening, 135 articles underwent full-text review. A total of 63 articles met the inclusion criteria. Reporting of local consensus discussions varied substantially across the included studies. Four elements were consistently reported, which together define a structured process for undertaking local consensus discussions.
Local consensus discussions are a common implementation strategy used to reduce unwarranted clinical variation in surgical care. Several models for undertaking local consensus discussions and their implementation are presented.
Advancing our understanding of consensus building processes in perioperative pathway development could be significantly improved by refining reporting standards to include criteria for achieving consensus and assessing implementation fidelity, alongside advocating for a systematic approach to employing consensus discussions in hospitals.
These findings contribute to recognised gaps in the literature, including how decisions are commonly made in the design and implementation of perioperative pathways, furthering our understanding of the meaning of consensus processes that can be used by clinicians undertaking improvement initiatives.
This review adheres to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines.
No patient or public contribution.
Trial Registration: CRD42023413817
Effective haemorrhage control is crucial in cases of limb trauma involving arterial injury, such as shark attacks, to prevent potentially fatal outcomes. International first aid consensus recommends the use of arterial tourniquets (proprietary or makeshift) as a primary treatment for life-threatening external bleeding. Manual pressure applied directly over a major artery proximal to the injury, such as inguinal fist compression (IFC), is more accessible in a first-aid situation, but is currently not recommended due to limited evidence. The purpose of this study is to determine whether the application of IFC is superior to commercial windlass tourniquets (CWTs) in reducing blood flow in the femoral artery when performed by untrained bystanders.
Stopping Haemorrhage by Application of Randomised Compression or Tourniquet (SHARC-2) is a superiority, assessor-blinded, cross-over, randomised controlled trial conducted with healthy untrained adult volunteers in non-clinical settings. Participants will be rotated as providers and recipients of both IFC and CWT, with providers randomised to the order that they perform the techniques. Providers will be exposed to an educational infographic before applying that technique to a recipient behind a drop sheet. A sonographer, blinded to the technique, will measure the peak systolic velocity of blood flow in the superficial femoral artery using Doppler ultrasound at baseline and then during application of each technique for 5 min. The mean percentage reduction in peak systolic velocity will be compared between IFC and CWT groups.
Ethics approval for this study was granted by the Bond University Human Research Ethics Committee (BUHREC JF01036) on 23 January 2023. All participants will be provided with written informed consent prior to enrolment and the trial will involve healthy adult volunteers. To minimise risk, preintervention screening, sonographic assessment and postintervention follow-up will be implemented with adverse events monitored and reported in accordance with HREC guidelines. Results will be disseminated through peer-reviewed journals, academic conferences, local resuscitation forums and public health education initiatives. A lay summary will also be shared with relevant community groups and via social media platforms to enhance public accessibility.
ACTRN12624001054505.
Severe aorto-iliac steno-occlusive atherosclerotic disease is a major cause of morbidity and amputation in patients with peripheral arterial disease. While both open surgical and endovascular revascularisation are standard treatments in this patient group, there is no high-quality randomised evidence to determine which approach offers superior clinical and cost-effectiveness, leading to uncertainty and poor outcomes after intervention.
The EVOCC trial is a national, multicentre, parallel-group, superiority randomised controlled trial comparing open surgery to endovascular revascularisation in patients with symptomatic severe aorto-iliac occlusive disease. A total of 628 participants across 30 NHS sites in the UK will be randomised 1:1 to receive either open surgery or endovascular (minimally invasive) intervention. The primary outcome is amputation-free survival, defined as time to first event (major lower limb amputation or death). Secondary outcomes include mortality, cardiovascular events, hospital readmissions, re-interventions and quality-of-life measures. An internal pilot phase (10 sites, 6-month duration) will assess recruitment feasibility. A QuinteT Recruitment Intervention is integrated into the trial to optimise recruitment.
The trial has received ethical approval from a UK Research Ethics Committee (REC reference: 23/SW/0065; trial registration reference: ISRCTN14591444). Informed consent will be obtained from all participants.
The EVOCC trial is the first RCT assessing the clinical and cost-effectiveness of open vs endovascular revascularisation for severe aorto-iliac disease worldwide. The results will provide robust evidence to inform clinical practice and healthcare policies globally. Results will be disseminated via patient groups, online lay summaries, a trial website, social media, presentations in conferences, a formal scientific publication in a medical journal and direct communications with policymakers across borders.
To evaluate temporal trends in the epidemiology of hip osteoarthritis (OA) in the USA from 1990 to 2019, with stratification by sex and geographic region.
Cross-sectional time-series analysis using secondary data from the Global Burden of Disease (GBD) study.
US population-based analysis, stratified by the four US Census Bureau regions: Northeast, Midwest, South and West.
De-identified, aggregate population-level data representing all adults in the USA from 1990 to 2019, drawn from the GBD database.
Age-standardised rates per 100 000 population for years lived with disability (YLDs), prevalence and incidence of hip OA. Outcomes were stratified by sex and region. Statistical significance was defined as p
Between 1990 and 2019, hip OA in the USA increased by 23.91% in YLDs, 24.67% in prevalence and 25.22% in incidence. In 2019, the mean YLDs were 28.30 in women versus 25.48 in men; prevalence was 49.55 versus 41.08; and incidence was 919.29 versus 818.10 (all p
There has been a substantial rise in the burden of hip OA in the USA over the past three decades. Women and residents of the Northeastern USA are disproportionately affected. These findings underscore the need for targeted public health strategies that account for geographic and sex-based disparities in hip OA burden.