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Clean pulp versus sterile plastic for mid-stream urine collection: a paired equivalence study comparing the microbiological performance of a novel low carbon collection device with the standard of care

Por: John · J. B. · Holdsworth · B. · Clarke · N. · Vere · A. · Lynda · K. · Walker · A. · Yusuf · S. · Yick · V. · Doolan · T. · Harvey · P. · Ball · C. · Butler · C. · Lowe · N. · Welsh · V. · Mayne · A. · Swann · S. · Porter · R. · Burns-Cox · N.
Objectives

To determine whether a novel urine collection device (the ‘Pee-in-Pot (PiP)’) produces the same rates of reportable urine culture results as standard of care (SOC) urine collection. To determine whether the PiP produces comparable microscopy results to SOC urine collection. To estimate the carbon footprint of the PiP compared to SOC urine collection.

Design

A prospectively designed, single-centre, paired comparison study.

Setting

A district general hospital in Southwest England, including antenatal clinical, accident and emergency, medical and surgical ward environments.

Participants

Adults aged 18 or over.

Interventions

Urine passed through the PiP device before being decanted into a 10 mL boric acid tube for microscopy and culture, compared with the same urine contained only in a sterile plastic vessel before being decanted into a boric acid tube for microscopy and culture.

Primary outcome measure

The proportion of positive urine culture results.

Secondary outcome measures

The proportion of heavy mixed growth culture results. Comparison of particle counts: all small particles, bacteria, red blood cells and white blood cells.

Results

Microscopy was performed for 1353 paired samples, of which 808 paired samples both underwent culture. Overall, urine cultures were positive in 9.3% (75/808) and 10.0% (81/808) of PiP and control cases, respectively. Overall matching between PiP and control arms for reportable positive culture results was 98.5% (796/808), with a Cohen’s Kappa test coefficient () of 0.9149 (almost perfect agreement). There was no significant difference in the rate of positive urine culture results between testing arms for any organisms (margin of non-inferiority prospectively defined as ±2.5% for Escherichia coli positive cultures). For microscopy, there was agreement in meeting culture thresholds for 1308 of 1353 paired samples with a difference in culturing rates of 0.00517 (95% CI –0.0045 to 0.015, ie, high level of agreement). The estimated base case carbon footprint of PiP testing was 95g CO2e compared to 270g CO2e for SOC testing.

Conclusions

This study found the PiP to be non-inferior for routine urine microscopy and culture testing and to have a lower carbon footprint compared with SOC urine testing.

Accelerating diagnosis of degenerative cervical myelopathy through improved education: a mixed-methods study protocol from Myelopathy.org RECODE-DCM to define stakeholders, knowledge requirements and an optimal intervention strategy

Por: Veremu · M. · Deakin · N. · Chauhan · R. V. · Lantz · J. M. · Toumbas · G. · Tabrah · J. · Kumar · V. · Zipser · C. M. · Plener · J. · Ammendolia · C. · Anderson · D. B. · dos Santos Rubio · E. J. · Tetreault · L. · Parnaik · R. · Rodrigues-Pinto · R. · Ongwen · O. M. · Sarewitz · E. · S
Introduction

Outcomes for degenerative cervical myelopathy (DCM) patients are limited by delayed and missed diagnoses, driven in part by poor professional awareness. Despite DCM being the most common cause of adult spinal cord injury, it remains under-recognised and undertaught in clinical education. Lessons from other common pathology like stroke and acute myocardial infarction highlight the potential of education to improve early diagnosis. This study will develop a professional education strategy to improve early DCM diagnosis. It will define key audiences and identify an effective delivery method, laying the groundwork for a sustained, targeted intervention.

Methods and analysis

The study aims to define who needs to know about DCM, what they need to know and how they can learn it. This will be carried out in three phases: phase 1—who and what: to establish the target population and to define core competencies for the educational intervention; phase 2—how: to create and review the educational intervention; phase 3—evaluation: to test whether the framework is an improvement to existing strategies.

Ethics and dissemination

Ethical approval is in place from the University of Cambridge (HBREC.2024.24). Results from the study will be disseminated through scientific publication, conference presentation, blog posts and podcasts.

PROSPERO registration number

CRD42023461838

Exploring Factors Influencing Advanced Practice Nurse Implementation: A Comparative Cross‐Sectional Study in Seven European Countries

ABSTRACT

Aim

To investigate factors influencing the implementation of advanced practice nursing roles within healthcare organisations in seven European countries from the perspective of advanced practice nurses.

Design

A cross-sectional survey was conducted between September 2021 and December 2022, involving advanced practice nurses from Belgium, Finland, Germany, Iceland, Ireland, Spain and the Netherlands. The countries were selected to represent different stages of implementing advanced practice nursing roles, from emerging to well-established.

Methods

A self-administered questionnaire was used to address five domains: patient care, practice patterns, policy and legal, educational and workforce-related factors. Descriptive statistics, chi-squared tests and correspondence analysis were employed to identify patterns and country-specific differences across these domains of implementation factors.

Results

A total of 491 advanced practice nurses participated in the study. While almost three-quarters of the participants indicated satisfaction with their job, the study highlighted multifaceted factors influencing the implementation of advanced practice nursing roles across countries. The Netherlands, Ireland and Belgium reported mainly facilitators, whereas Finland, Iceland and Germany noted barriers or a lack of knowledge. Spain mostly reported neutral or moderate positions. Key challenges included role ambiguity, interprofessional collaboration gaps, limited managerial support, workload imbalances, limited mentorship and underutilised competencies. Results also indicated that advanced practice nurses are partially hindered by operating in isolation from other professions.

Conclusion

The findings emphasise the need for robust organisational support, interprofessional collaboration and clear role definitions to facilitate the integration of advanced practice nursing roles. Addressing professional isolation through networking and mentorship is crucial to sustaining the advanced practice nursing workforce.

Implications for the Profession

Policy should prioritise support for advanced practice nursing, including structured mentoring and networking opportunities. Further research on advanced practice nurses' well-being and long-term role sustainability in Europe is recommended.

Impact

What problem did the study address? What were the main findings? Where and on whom will the research have an impact?

This study reported factors influencing advanced practice nurse role implementation across seven European countries with different levels of role development. Key challenges included role ambiguity, interprofessional collaboration gaps and limited support. The findings can guide healthcare managers and policymakers on the key factors to consider when integrating advanced practice nursing roles into their teams.

Advanced Nursing Roles for People With Cognitive Impairment and Their Relatives in Acute Care Hospitals: A Systematic Review

ABSTRACT

Aim

To systematically review advanced nursing roles in caring for people with cognitive impairment and their relatives in acute care hospitals, focusing on describing roles and intervention components.

Design

Systematic review.

Methods

We included qualitative and quantitative studies on nurses in advanced roles caring for people with diagnosed or suspected cognitive impairment and their relatives, assessing outcomes at patient, staff and organisational levels. Nurses' advanced role profiles ranged from nurse-led interventions up to Advanced Practice Nurses. We employed the Mixed Methods Appraisal Tool for critical appraisal and conducted a synthesis without meta-analysis using a content analysis approach.

Data Sources

MEDLINE, CINAHL, Cochrane Library, ALOIS, Web of Science and LIVIVO up to May 2024, along with forward and backward citation tracking.

Results

We included 48 studies that described 39 distinct interventions. The majority of these studies employed a quasi-experimental design. Most interventions involved Advanced Practice Nurses (n = 23) and focused on people at risk of or experiencing delirium (n = 22). Nurses in advanced roles predominantly engaged in tasks related to direct clinical practice, as well as coaching and guidance for patients, relatives and colleagues. Their responsibilities also included leadership, collaboration and consultation on a regular basis. Activities related to research and ethical decision-making were infrequently reported.

Conclusion

Many areas of responsibility of nurses in advanced roles align with the needs of hospitalised people with cognitive impairment. Nurses in advanced roles increasingly take on diverse activities across all competence domains of Advanced Practice Nursing, with a focus on coaching and guidance, as well as clinical practice, while leadership, collaboration, research and ethical decision-making become more prominent as their formal training advances.

Implications for the Profession and Patient Care

Our comprehensive description of advanced nursing roles in the care of people with cognitive impairment provides a foundation for developing and refining such roles in hospitals.

Reporting Method

We followed the PRISMA guideline and SWiM guideline for reporting.

Patient or Public Contribution

This study did not include patient or public involvement in its design, conduct or reporting.

Trial Registration

Prospero number: CRD42021265157

Recruitment by Chance, Retention by Choice: A Qualitative Study of Managers Perspectives on Personal Care Workers' Intention to Stay in Residential Aged Care

ABSTRACT

Aim

To explore the perceptions and experiences of managers in residential aged care settings regarding personal care workers' intention to stay and build a career. Specifically, this study sought to identify enablers and challenges influencing personal care workers' retention and to explore strategies that could improve workforce sustainability.

Design

A qualitative study utilising semi-structured interviews underpinned by the Theory of Planned Behaviour.

Methods

The study was conducted in Australia from July 2023 to March 2024. Eleven managers participated in this study. Data were analysed using inductive thematic analysis.

Results

Four themes emerged from the analysis and were conceptualised to illustrate the intricate relationship between recruitment practices, work environment, organisational culture and leadership in influencing personal care workers' intentions to stay in residential aged care. A botanical metaphor was used for each theme. The ‘Diverse Seeds of Varied Potential’ theme highlighted how ad-hoc recruitment processes were a primary driver of workforce instability. Challenging work conditions and differing expectations from personal care workers and management led to ‘Wilting in Adverse Environments’, which also contributed to a broader misalignment between facility culture and values, encapsulated within ‘Mismatched Habitats’. Participants emphasised the need for ‘Building a Greenhouse’, a metaphor for cultivating sustainable leadership and workforce development to address these issues.

Conclusion

This study's findings underscore the critical need for a cohesive approach to workforce development strategies in residential aged care. Transitioning from reactive, ad-hoc recruitment to strategic workforce planning, fostering a supportive organisational culture that aligns with personal care workers' expectations, and prioritising sustainable leadership practices are essential steps. Addressing these interconnected challenges can help build a more stable, committed and skilled workforce, ultimately enhancing the quality and continuity of care for residents.

Implications for the Profession and Patient Care

Strategic workforce planning and sustainable leadership development are essential for building a stable workforce, which directly impacts the quality and continuity of resident care.

Impact

This study addressed the critical issue of high turnover among personal care workers in residential aged care facilities, specifically examining managers' perspectives on retention challenges: an underexplored area that is crucial for developing sustainable workforce strategies. The findings revealed that current ad hoc recruitment practices, misalignment between diverse personal care worker profiles and established organisational cultures, have great impact on long-term engagement and retention. These insights are particularly valuable for residential aged care facilities struggling with staffing stability, industry bodies focused on workforce development and educational institutions preparing future aged care workers. Furthermore, the findings can inform policy development aimed at strengthening the aged care workforce, ultimately benefiting the quality of care received by residents.

Reporting Guideline

The Consolidated Criteria for Reporting Qualitative Research (COREQ).

Patient or Public Contribution

There was no patient or public contribution.

Effectiveness of protein supplementation combined with resistance training to counteract disproportional fat-free mass loss following metabolic bariatric surgery: rationale and design of the ENRICHED randomised controlled trial

Por: de Roos · B. M. · Yeh · L.-L. Y. · van den Hooff · P. S. · Nuijten · M. A. H. · Twisk · J. W. R. · Liem · R. S. L. · van Acker · G. J. D. · Severens · J. L. · Kambic · T. · Serlie · M. J. M. · Monpellier · V. M. · Eijsvogels · T. M. H. · Hopman · M. T. E. · Karregat · J. H. M.
Introduction

Metabolic bariatric surgery (MBS) can lead to substantial fat-free mass loss (FFML) due to malnutrition, decreased protein intake and insufficient physical activity. Disproportional FFML has been associated with an increased risk for adverse health outcomes. Resistance training (RT) combined with protein intake contributes to maintenance and increase of fat-free mass (FFM) in healthy individuals. However, it is unclear whether RT and protein supplementation can prevent FFML after MBS.

Methods and analysis

In the EffectiveNess of pRotein supplementatIon Combined witH resistance Exercise training to counteract Disproportional fat-free mass loss following metabolic bariatric surgery (ENRICHED) randomised controlled trial, 400 patients scheduled to undergo MBS will be randomised in a 1:1 ratio to the ENRICHED perioperative care programme (intervention group) or the standard perioperative care programme of the Dutch Obesity Clinic (control group). The study is currently recruiting participants at two centres in the Netherlands: Nieuwegein and Amsterdam. The postoperative standard programme consists of 13 group sessions spread over a period of 18 months. As part of the ENRICHED programme, RT and protein supplementation will be added 3 weeks after MBS. Additional whole-body RT consists of home-based training sessions two to three times a week, and supervised RT sessions of 45–60 min once weekly, performed at 60–75% of one-repetition maximum (1-RM). Protein supplementation will start by adding 20 g of whey protein to the daily intake. The supplementation will be gradually increased with 20 g every 4 weeks until a total of 60 g whey protein a day is reached. After 12 weeks of protein supplementation, the focus shifts towards incorporating protein-rich food products into the daily dietary intake. The primary endpoint is the prevalence of disproportional FFM loss, defined as FFML/total weight loss ≥30%, at 3 months post-MBS. Secondary endpoints are differences in body composition, muscle strength and function, cardiorespiratory fitness, (cardio)metabolic health, health-related quality of life, gastrointestinal discomfort, cost-effectiveness of the intervention and treatment satisfaction. Outcomes will be assessed preoperatively and at 3, 6 and 12 months postoperatively.

Ethics and dissemination

The study protocol V.2.0 was approved by the Medical Research Ethics Committee Oost-Nederland (NL-OMON57119) on 9 April 2025. All participants will provide written informed consent prior to enrolment. Study findings will be disseminated through peer-reviewed publications and conference presentations. Insights gained in this study will provide evidence for a patient-tailored intervention that could be implemented in clinical practice.

Trial registration number

NCT07156552.

Treatment outcomes of paul versus ahmed glaucoma implants

by Julia Prinz, Kira Hilmers, Constance Liegl, Peter Walter, Karl Mercieca, Verena Prokosch

Objectives

To compare the outcomes of Paul (PGI) and Ahmed glaucoma implants (AGI) in patients with complex glaucoma.

Methods

64 patients undergoing PGI and 40 patients undergoing AGI were included in this study. Intraocular pressure (IOP), the number of IOP-lowering eye drops, and complications were evaluated during an 18-month follow-up.

Results

At 18 months, follow-up was completed by 26 patients (65.0%) in the AGI group and 45 patients (70.3%) in the PGI group. IOP was significantly reduced 18 months following PGI (12.3 ± 4.0 vs. 28.0 ± 9.3 mmHg, p  Conclusion

Both PGI and AGI effectively reduced IOP and the number of IOP-lowering eye drops over an 18-month follow-up period. The PGI demonstrated significantly greater reductions in IOP and IOP-lowering eye drops than AGI at 18 months. The safety profiles of PGI and AGI were comparable.

Prevention of Infections in Cardiac Surgery (PICS)-Prevena Study – A pilot/vanguard factorial cluster cross-over RCT

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: 

Comparative effectiveness of educational interventions in neurological disease for healthcare workers and students: a systematic review

Por: Veremu · M. · Jiang · Z. · Gillespie · C. S. · Roman · E. · Cook · W. H. · Chauhan · R. V. · Rafati Fard · A. · Toumbas · G. · Baig · S. · Zipser · C. · Stacpoole · S. · Tetreault · L. · Deakin · N. · Bateman · A. · Davies · B. M.
Objectives

To assess the comparative effectiveness of educational interventions in neurological disease for healthcare workers and students.

Design

Systematic review.

Data sources

Medline, Embase and Cochrane through to 1 June 2025.

Eligibility criteria

Studies evaluating neurological disease educational interventions with a comparator group (observational cohort/randomised controlled trial (RCT)) were included.

Data extraction and synthesis

A Preferred Reporting Items for Systematic Reviews and Meta-Analyses-compliant systematic review was conducted (PROSPERO: CRD42023461838). Knowledge acquisition and educational methodologies were collected from each study. Study outcomes were classified using the Kirkpatrick and Kirkpatrick four-level model (learner reaction, knowledge acquisition, behavioural change, clinical outcome).1 Risk of bias was assessed using the Newcastle-Ottawa scale for non-randomised studies and the Cochrane Risk of Bias tool for RCTs.2 3

Results

A total of 67 studies involving 4728 participants were included. Of these, 36 were RCTs, and 31 were observational studies. Virtual interventions were the most common (67.2%, n=45 studies), primarily targeting either medical students (46.3%, n=31 studies) or specialists (40.3%, n=27 studies). Overall, 70.1% (n=47) of studies demonstrated outcomes in favour of the intervention. However, few studies used K&K level 3/4 outcomes, with two studies evaluating behaviour change (level 3) and three assessing clinical outcomes (level 4 combined with other levels). No study exclusively assessed level 4 outcomes. Meta-analysis of 22 RCTs with calculable standardised mean differences (SMDs) (n=1748) showed a significant benefit of interventions (SMD 0.75, 95% CI 0.22 to 1.27, p=0.0056).

Conclusions

This review highlights a growing body of research particularly focusing on virtual techniques, specialist audiences and treatment-oriented content. Few studies assessed changes in practice or patient care. Non-specialists remain underrepresented. Future studies should prioritise assessing the clinical impact of educational interventions within non-specialist audiences.

The LoaD study: the association between different types of physical activity and the progression of knee osteoarthritis--a cohort study protocol

Por: van der Voort · J. W. · Voogt · L. · Huisken · S. · Oei · E. · van Oeveren · B. · van Meurs · J. · Pluim · B. M. · Bierma-Zeinstra · S. M. A. · van Middelkoop · M.
Background

The global prevalence of osteoarthritis (OA) is expected to rise as the population ages, leading to increased physical impairments that often reduce physical activity. Knee OA, in particular, is a leading cause of chronic pain and disability in people over 40. OA progression varies among individuals, with factors such as higher age and body mass index contributing to a more rapid progression. However, research suggests that engaging in physical activity such as hiking and running may help alleviate pain and slow OA progression. However, current literature on the relationship between physical activity and knee OA is largely retrospective, lacks comparative analyses across different physical activity types and rarely considers the intensity of physical activity. To address these gaps, the LoaD study was designed as a prospective cohort study aimed at examining how different physical activity types (ie, hiking, running, cycling and tennis) and their intensities relate to knee OA progression over 24 months in physically active individuals with early signs of the condition.

Methods and analysis

This prospective cohort study will include 300 participants (75 per physical activity group), who will be followed for 24 months. Eligible participants are aged 45–65, meet the National Institute for Health and Care Excellence (NICE) criteria for clinical knee OA and engage in a minimum weekly activity level for either running (60 min), cycling (120 min), playing tennis (60 min) or hiking (1 hike of 10 km). Baseline and follow-up assessments will include MRI, physical examination (eg, biometrics, lower extremity strength) and blood sampling for molecular biomarker assessment (eg, genetics, inflammatory biomarkers). Participants will receive monthly online questionnaires (eg, demographics, lifestyle, general health, history of knee injuries) and their physical activities will be tracked continuously by global positioning system data from wearable devices. The study’s primary outcomes focus on knee OA progression and symptom changes. These will be assessed through (1) structural progression of knee OA, measured using the MRI Osteoarthritis Knee Score (MOAKS) and (2) clinical symptom progression evaluated by (a) the Knee Injury and Osteoarthritis Outcome Score sport and recreation function subscale and (b) Visual Analogue Scale for pain during an activity nominated by the participant to be the most aggravating for knee pain in the past month (VASNA, 0–10). Differences between groups on the primary outcomes will be analysed using mixed-effects models to determine the impact of activity type and intensity on knee OA progression.

Ethics and dissemination

The study is approved by the Erasmus MC Medical Research and Ethics Committee (MREC) (MEC-2022-0420). The results of this study will be made publicly available through peer-reviewed international open-access scientific journals and national and international conferences. Participants will be informed about the results as soon as they are published.

Preoperative frailty and postoperative neurocognitive disorders in older adults in Georgia: study protocol for a prospective, observational cohort study

Por: Darsalia · T. · Evered · L. · Macharadze · T.
Introduction

In high-income countries, the prevalence of frailty ranges from 10% to 37%. However, data from low- and middle-income countries remain largely unavailable, and no information is currently available on the prevalence of frailty or cognitive impairment in the Georgian population. Preoperative frailty is a known risk factor for postoperative delirium and neurocognitive disorders, which can be life-threatening in the population of older adults.

Methods and analysis

This protocol describes a prospective, single-centre observational cohort study investigating preoperative frailty and postoperative neurocognitive disorders in older adults presenting for surgery in Georgia. The study will include 230 participants. Patients will be enroled after their cognitive health is evaluated using the Montreal Cognitive Assessment test. Frailty and neuropsychological tests are conducted at baseline, discharge, 30 days, 3 months and 12 months postoperatively. Additionally, IL-6 levels are measured in blood samples to assess systemic inflammatory levels preoperatively. Participants will be followed up for 1 year.

Ethics and dissemination

Our trial has been approved by the Ethics Committee of the LTD ‘New Hospitals’ clinic (Approval No. 23/01). Patient recruitment began in April 2023 in Tbilisi, Georgia, and will continue until 2026. Dissemination plans include presentations at scientific conferences, publication in peer-reviewed journals, engagement with stakeholders and outreach through popular media.

Trial registration number

NCT06700291.

International Competencies of Advanced Practice Nurses in Critical Care: An Integrative Review

ABSTRACT

Aim

This review explores the roles, competencies, and scope of practice of APNs in critical care based on international literature. It also derives implications for the development of advanced nursing roles in Austria.

Design

Integrative review.

Data Sources

The research team conducted a systematic search of PubMed, CINAHL, and Web of Science to identify relevant peer-reviewed publications from 2007 to 2023.

Review Methods

A systematic search of electronic databases was undertaken, following Whittemore and Knafl's five-step methodology. The included publications met the defined inclusion criteria and were appraised for quality using the Joanna Briggs Institute critical appraisal checklists. Relevant data were extracted and thematically analysed.

Results

The analysis of 14 international studies revealed recurring themes related to APN core competencies and scope of practice in critical care. These were structured according to Hamric's model. However, Austria faces several challenges, including limited legal frameworks, missing educational structures, and a lack of role clarity. These factors hinder the implementation of APN roles.

Conclusions

Internationally, APNs demonstrate advanced clinical skills, provide leadership in team-based care, and integrate evidence-based practice. These attributes enhance patient outcomes and system efficiency. In Austria, restrictive regulations, limited education, and unclear roles hinder these competencies. Reform is needed to align with international standards, and further research should explore their implementation in Austria.

Implications

A gap exists between internationally demonstrated APN competencies and the current state of advanced nursing practice in Austria. This highlights the need for clearer role definitions, regulatory frameworks, and educational strategies. Addressing this gap would strengthen APN roles and improve healthcare quality. This study highlights the need to bridge this disparity.

Reporting Method

This review follows the PRISMA 2020 guidelines for systematic reviews Page et al. (2021).

Patient or Public Contribution

No patient or public contribution.

How well are marginalised groups represented in electronic records? A codelist development project and cross-sectional analysis of UK electronic health records

Por: Perchyk · T. · de Vere Hunt · I. J. · Nicholson · B. D. · Mounce · L. · Sykes · K. · Lyratzopoulos · G. · Lemanska · A. · Whitaker · K. L. · Kerrison · R. S.
Objectives

Primary care electronic health records provide a rich source of information for inequalities research. However, the reliability and validity of the research derived from these records depend on the completeness and resolution of the codelists (ie, collections of medical terms/codes) used to identify populations of interest. The aim of this project was to develop comprehensive codelists for identifying people from ethnic minority groups, people with learning disabilities (LDs), people with severe mental illness (SMI) and people who are transgender.

Design

We followed a three-stage process to define and extract relevant codelists. First, groups of interest were defined a priori. Next, relevant clinical codes, relating to the groups, were identified by searching Clinical Practice Research Datalink (CPRD) publications, codelist repositories and the CPRD Code Browser. Relevant codelists were extracted and merged according to group, and duplicates were removed. Finally, the remaining codes were reviewed by two general practitioners (GPs).

Setting

The curated codelists were compared using a representative sample in the UK. The frequencies of individuals identified using the curated codelists were assessed and compared with widely used alternative codelists.

Participants

Comprehensiveness was assessed in a representative CPRD population of 10 966 759 people.

Results

After removal of duplicates and GP review, codelists were finalised with 325 unique codes for ethnicity, 558 for LD, 499 for SMI and 38 for transgender. Compared with comparator codelists, an additional 48 017 (76.6%), 52 953 (68.9%) and 508 (36.9%) people with LD, SMI or transgender code were identified. The proportions identified for ethnicity, meanwhile, were consistent with expectations for the UK (eg, 6.50% Asian, 2.66% black and 1.44% mixed).

Conclusions

The curated codelists are more sensitive than those widely used in practice and research. Discrepancies between national estimates and primary care records suggest potential record/retention issues. Resolving these requires further investigation and could lead to improved data quality for research.

Clinical Knowledge Model for the Prevention of Healthcare-Associated Venous Thromboembolism

imageKnowledge models inform organizational behavior through the logical association of documentation processes, definitions, data elements, and value sets. The development of a well-designed knowledge model allows for the reuse of electronic health record data to promote efficiency in practice, data interoperability, and the extensibility of data to new capabilities or functionality such as clinical decision support, quality improvement, and research. The purpose of this article is to describe the development and validation of a knowledge model for healthcare-associated venous thromboembolism prevention. The team used FloMap, an Internet-based survey resource, to compare metadata from six healthcare organizations to an initial draft model. The team used consensus decision-making over time to compare survey results. The resulting model included seven panels, 41 questions, and 231 values. A second validation step included completion of an Internet-based survey with 26 staff nurse respondents representing 15 healthcare organizations, two electronic health record vendors, and one academic institution. The final knowledge model contained nine Logical Observation Identifiers Names and Codes panels, 32 concepts, and 195 values representing an additional six panels (groupings), 15 concepts (questions), and the specification of 195 values (answers). The final model is useful for consistent documentation to demonstrate the contribution of nursing practice to the prevention of venous thromboembolism.
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