Assessment of Barriers, Supports, and Context to Implement Best Practice Pain Management in the Emergency Department: The IMPAINED Study.

AIM: To assess the emergency department practice context and identify strategies to improve outcomes of patients with acute pain. BACKGROUND: Effective treatment of acute pain in the emergency department depends upon clinicians adopting pain interventions into practice. However, it is well-recognized that acute pain is often undertreated. The local practice context strongly influences clinicians' adoption of interventions into their clinical practice. An assessment of this practice context can inform implementation interventions and strategies to improve outcomes for patients with acute pain. METHODS: Chart audit, staff survey, and staff working groups were conducted from June 2020 to May 2021 Data were analyzed and synthesized across sources informed by assessment elements of the Ottawa model of research use (OMRU) implementation model and expert recommendations for implementing change strategies. RESULTS: The OMRU facilitated contextual assessment of pain treatment practice in the emergency department and the development of implementation strategies. Adoption of evidence-based pain interventions was low in the sample studied. Workflow and workload were the primary barriers to evidence-based pain practices by potential adopters, while positive beliefs and high awareness of evidence-based pain interventions were supportive factors. Implementation strategies were informed by assessment findings and mapped to the Ottawa model and expert recommendations for implementing change elements. CONCLUSION: The adoption of evidence into practice in the emergency department relies upon a comprehensive assessment of the local context. The use of the OMRU assessment process resulted in meaningful engagement with staff and a deeper understanding of local pain management practices. Clinicians view evidence-based pain management as important, however, there are competing priorities within the emergency department, such as patient flow and triage. This study provides an exemplar of utilizing an implementation framework to identify pain practices within the emergency department. CLINICAL IMPLICATIONS: Achieving impactful change in clinical practice to improve patient outcomes should start with the application of implementation methods that enable comprehensive analysis of the local practice context. The assessment should begin with collaboration with local clinicians that persist throughout the life of the study to ensure change is sustainable.

Outcomes of a Community of Practice on Quebec Speech Language Pathologists' Voice Assessment Practices and Professional Identity

In a context where different protocols for recommended practices in clinical voice assessment exist, while there are gaps in the literature regarding the evidence base supporting assessment procedures and measures, clinicians from regions where a strong community holding expertise in clinical and scientific voice practices lack can struggle to confidently develop their voice assessment practices. In an effort to improve voice assessment practices and strengthen professional identity among speech-language pathologists in Quebec, Canada, a community of practice (CoP) was established, with the aim of promoting knowledge sharing, implementing change in clinical practice, and improving professional identity. Thirty-nine participants took part in the CoP activities conducted over a four-month period, including virtual meetings and in-person workshops. Participants had a high rate of attendance (> 74% participation rate in virtual meetings), and were highly satisfied with their participation and intended to remain involved after the project's end. Statistically significant changes in voice assessment practices were observed post-CoP, regarding probability of performing assessments (p < .001), and perceived importance of assessment for evaluative purposes (p <.001), as well as improvements in assessment specific confidence, specifically for procedure of auditory-perceptual assessment (p < .001) and purpose of aerodynamic assessment (p = .05). Moreover, there was an increase in professional identity post-CoP (p < .001) and participants felt they made significant learnings. The present study highlighted the need to involve SLPs in future research to identify assessments that are relevant to the specific evaluative objectives of SLPs working with voice, and suggests CoPs are an efficient tool for that purpose.

En un contexto en el que existen diferentes protocolos para las prácticas recomendadas en la evaluación vocal clínica, y en el que se presentan vacíos en la literatura respecto a la base de evidencia que respalda los procedimientos y medidas de evaluación, los profesionales de regiones donde no hay una comunidad sólida con experiencia en prácticas vocales clínicas y científicas pueden enfrentar dificultades para desarrollar con confianza sus prácticas de evaluación vocal. Con el propósito de mejorar las prácticas de evaluación vocal y fortalecer la identidad profesional entre los logopedas de Quebec, Canadá, se estableció una comunidad de práctica (CdP). Esta tenía como objetivo fomentar el intercambio de conocimientos, implementar cambios en la práctica clínica y mejorar la identidad profesional. Un total de treinta y nueve participantes se involucraron en las actividades de la CdP, llevadas a cabo durante un período de cuatro meses, que incluyeron reuniones virtuales y talleres presenciales. Los participantes tuvieron una alta tasa de asistencia (> 74% de participación en las reuniones virtuales) y expresaron un alto grado de satisfacción con su participación, manifestando su intención de continuar involucrados después de la finalización del proyecto. Se observaron cambios estadísticamente significativos en las prácticas de evaluación vocal posterior a la CdP, en lo que respecta a la probabilidad de llevar a cabo evaluaciones (p < .001) y la percepción de la importancia de la evaluación con fines evaluativos (p < .001), así como mejoras en la confianza específica en la evaluación, particularmente en el procedimiento de evaluación auditivo-perceptual (p < .001) y el propósito de la evaluación aerodinámica (p = .05). Además, se registró un aumento en la identidad profesional posterior a la CdP (p < .001) y los participantes sintieron que obtuvieron aprendizajes significativos. El presente estudio destacó la necesidad de involucrar a los logopedas en investigaciones futuras, para identificar evaluaciones pertinentes a los objetivos evaluativos específicos de los logopedas que trabajan con la voz, y sugiere que las CdP son una herramienta eficiente con ese propósito.

Prevalence, Clustering, and Current Management of Cardiovascular Risk Factors Upon First Referral to Hypertension Specialists: the APPROACH Study.

INTRODUCTION: Several observational studies have been conducted to assess the prevalence of cardiovascular risk factors in hypertensive patients; however, none has yet investigated prevalence, clustering, and current management of cardiovascular risk factors upon first referral to hypertension specialists, which is the aim of the present study. METHODS: Consecutive adult outpatients with essential/secondary hypertension were included at the time of their first referral to hypertension specialists at 13 Italian centers in the period April 2022-2023 if they had at least one additional major cardiovascular risk factor among LDL-hypercholesterolemia, type 2 diabetes, and cigarette smoking. Prevalence, degree of control, and current management strategies of cardiovascular risk factors were assessed. RESULTS: A total of 255 individuals were included, 40.2% women and 98.4% Caucasian. Mean age was 60.3±13.3 years and mean blood pressure [BP] was 140.3±17.9/84.8±12.3 mmHg). Most participants were smokers (55.3%), had a sedentary lifestyle (75.7%), suffered from overweight/obesity (51%) or high LDL-cholesterol (41.6%), had never adopted strategies to lose weight (55.7%), and were not on a low-salt diet (57.4%). Only a minority of patients reported receiving specialist counseling, and 27.9% had never received recommendations to correct unhealthy lifestyle habits. Nearly 90% of individuals with an estimated high/very high cardiovascular risk profile did not achieve recommended LDL-cholesterol targets. CONCLUSIONS: In patients with hypertension, both pharmacological and lifestyle therapeutic advice are yet to improve before referral to hypertension specialists. This should be considered in the primary care setting in order to optimize cardiovascular risk management strategies.

Pre-treatment assessment of chemotherapy for cancer patients: a multi-site evidence implementation project of 74 hospitals in China.

BACKGROUND: Chemotherapy, whilst treating tumours, can also lead to numerous adverse reactions such as nausea and vomiting, fatigue and kidney toxicity, threatening the physical and mental health of patients. Simultaneously, misuse of chemotherapeutic drugs can seriously endanger patients' lives. Therefore, to maintain the safety of chemotherapy for cancer patients and to reduce the incidence of adverse reactions to chemotherapy, many guidelines state that a comprehensive assessment of the cancer patient should be conducted and documented before chemotherapy. This recommended procedure, however, has yet to be extensively embraced in Chinese hospitals. As such, this study aimed to standardise the content of pre-chemotherapy assessment for cancer patients in hospitals and to improve nurses' adherence to pre-chemotherapy assessment of cancer patients by conducting a national multi-site evidence implementation in China, hence protecting the safety of cancer patients undergoing chemotherapy and reducing the incidence of adverse reactions to chemotherapy in patients. METHODS: The national multi-site evidence implementation project was launched by a JBI Centre of Excellence in China and conducted using the JBI approach to evidence implementation. A pre- and post-audit approach was used to evaluate the effectiveness of the project. This project had seven phases: training, planning, baseline audit, evidence implementation, two rounds of follow-up audits (3 and 9 months after evidence implementation, respectively) and sustainability assessment. A live online broadcast allowed all participating hospitals to come together to provide a summary and feedback on the implementation of the project. RESULTS: Seventy-four hospitals from 32 cities in China participated in the project, four withdrew during the project's implementation, and 70 hospitals completed the project. The pre-and post-audit showed a significant improvement in the compliance rate of nurses performing pre-chemotherapy assessments for cancer patients. Patient satisfaction and chemotherapy safety were also improved through the project's implementation, and the participating nurses' enthusiasm and belief in implementing evidence into practice was increased. CONCLUSION: The study demonstrated the feasibility of academic centres working with hospitals to promote the dissemination of evidence in clinical practice to accelerate knowledge translation. Further research is needed on the effectiveness of cross-regional and cross-organisational collaborations to facilitate evidence dissemination.

Assessment of Rehabilitation Journal Requirements for the Use of Reporting Guidelines and Clinical Trial Registration.

OBJECTIVE: To assess reporting guideline and clinical trial registration requirements in rehabilitation journals. DESIGN: We examined rehabilitation journals with 5-year impact factors exceeding 1.00 from the 2021 Scopus CiteScore tool, alongside the 28 journals included in the 2014 rehabilitation and disability quality improvement initiative. Journals outside the traditional rehabilitation scope were excluded. SETTING: A publicly-funded academic health center in the United States. PARTICIPANTS AND INTERVENTIONS: N/A. MAIN OUTCOME MEASURE(S): The proportion of journals requiring/recommending reporting guideline use and clinical trial registration. RESULTS: Over 90% (57/63) of journals required/recommended clinical trial reporting guidelines, while 68% (39/57) specified guideline requirements for systematic review/meta-analysis protocols. The 2014 collaborative initiative journals demonstrated higher rates of requiring/recommending reporting guidelines for clinical trials (24/26; 92.3%), systematic reviews/meta-analyses (23/26; 88.5%), observational studies in epidemiology (22/25; 88%), and diagnostic accuracy studies (20/24; 83.3%). Conversely, the 2021 Scopus CiteScore journals displayed higher rates for the remaining study designs. Overall, 52/63 (82.5%) journals required/recommended trial registration. Trial registration policies were comparable, with a slight advantage favoring the 2021 Scopus CiteScore journals. CONCLUSION: Rehabilitation journals variably promoted reporting guideline use and clinical trial registration. Common study designs like clinical trials, observational studies in epidemiology, and diagnostic accuracy studies demonstrated robust requirement/recommendation rates, while less common designs like economic evaluations and animal research had suboptimal rates. Journals can enhance reporting guideline use and trial registration by directing authors to the EQUATOR Network, requiring adherence to registration and reporting standards, and clarifying language in author instructions.

Understanding priorities and needs for child and adolescent mental health in Greece from multiple informants: an open resource dataset.

The Child and Adolescent Mental Health Initiative (CAMHI) aims to enhance mental health care capacity for children and adolescents across Greece. Considering the need for evidence-based policy, the program developed an open-resource dataset for researching the field within the country. A comprehensive, mixed-method, community-based research was conducted in 2022/2023 assessing the current state, needs, barriers, and opportunities according to multiple viewpoints. We surveyed geographically distributed samples of 1,756 caregivers, 1,201 children/adolescents, 404 schoolteachers, and 475 health professionals using validated instruments to assess mental health symptoms, mental health needs, literacy and stigma, service use and access, professional practices, training background, and training needs and preferences. Fourteen focus groups were conducted with informants from diverse populations (including underrepresented minorities) to reach an in-depth understanding of those topics. A dataset with quantitative and qualitative findings is now available for researchers, policymakers, and society [ https://osf.io/crz6h/ and https://rpubs.com/camhi/sdashboard ]. This resource offers valuable data for assessing the needs and priorities for child and adolescent mental health care in Greece. It is now freely available to consult, and is expected to inform upcoming research and evidence-based professional training. This initiative may inspire similar ones in other countries, informing methodological strategies for researching mental health needs.

RETRACTED: Reduced self-harm on acute mental health wards following the implementation of a vision-based patient monitoring system: Evidence from five NHS trusts.

WHAT IS KNOWN ON THE SUBJECT?: Inpatient mental health settings pose unique challenges for patient safety, in part because psychiatric disorders are well-known risk factors for self-harm and suicide. Ward staff follow protocols to try and keep patients safe including carrying out in-person safety checks, usually every 15 min, but patients unfortunately still find opportunities to harm themselves. A vision-based patient monitoring system (VBPMS) is a contact-free technology that can help mental health nurses to monitor patients in hospital more effectively. For example, the tool alerts staff to situations where a patient might need assistance, like when they spend a long period of time in their ensuite bathroom. Research has shown that the VBPMS can support staff to prevent safety incidents from occurring and a recent study found a decrease in self-harm after the tool was implemented at one NHS mental health trust. WHAT DOES THE PAPER ADD TO EXISTING KNOWLEDGE?: This paper presents data from five NHS mental health trusts and suggests that the VBPMS can consistently help staff to prevent self-harm on acute mental health wards. WHAT ARE THE IMPLICATIONS FOR PRACTICE?: Managing self-harm behaviours is a challenge for mental health nursing staff. Standard safety protocols are not effective enough - staff need new ways to monitor patients. In general hospitals, technology is used every day to support care. This research shows that the VBPMS can be used to improve patient safety in mental health hospitals. ABSTRACT: Introduction Self-harm is sadly relatively common in mental health inpatient settings, and the effectiveness and appropriateness of strategies used to prevent it have long been disputed. The use of vision-based patient monitoring systems (VBPMS) has been shown to improve various safety outcomes. Their potential to support staff in preventing inpatient self-harm warrants further exploration. Aim This research investigated whether implementing a VBPMS-as an adjunct to existing clinical practice-within acute inpatient services at five NHS England mental health trusts led to reductions in self-harm. Method Five quasi-experimental studies assessed the number of bedroom self-harm incidents, across 12 adult wards, before and 5-12 months after a VBPMS was deployed. Percentage changes were calculated. Four studies used control groups and were included in a fixed-effect meta-analysis. Results In the meta-analysis, a significant inverse-weighted average relative risk percentage change of -38.9% was recorded. For the study with no control groups, reductions in self-harm were seen across all wards (range: -9.1% to -29.8%). Discussion This research demonstrates that VBPMS can support clinicians to create safer ward environments by preventing incidents of self-harm from occurring. Implications for Practice The results provide preliminary support for wider rollout of the technology on acute mental health wards.

Assessment of Evidence-Based Practice (EBP) among physiotherapists in Cameroon: a cross-sectional survey.

BACKGROUND: Evidence-Based Practice (EBP) is reported to ease effective and adequate decision making for all works of life including health professionals. Investigating the level of implementation of EBP among physiotherapists helps to identify barriers and propose solutions for its extensive implementation. Despite available data on EBP elsewhere, it remains limited or non-existent in Cameroon. This study was designed to establish the current state of EBP among physiotherapists in Cameroon, by assessing knowledge, practice, and barriers to its implementation. METHODS: A cross-sectional survey was conducted online among French- and English-speaking physiotherapists in Cameroon over a period of six months from April to July 2023, using the EBP2 questionnaire. This enabled us to collect socio-demographic data from participants and information on their knowledge, understanding and practice of EBP and possible barriers to EBP according to 5 domains (Confidence, Relevance, Terminology, Practice, Compatibility) scored out of 100. Data were analysed using IBM SPSS 25.0 software and Pearson correlations (95% CI) and significance (p < 0.05). RESULTS: A total of 110 physiotherapists practising in the 10 regions of Cameroon participated in the study. The majority were male (54.5%), the median age was 34 years (age range 20 to 50), the median year of graduation was 2019 (range 2004 to max 2022) with 72.7% never having knowledge or training in EBP. Participants scored below 50/100 for 3 domains (confidence, relevance, and compatibility) showing poor general knowledge and understanding of EBP, although they generally had a positive attitude towards EBP. The use of EBP in practice was low (26.3/100 SD. 6.5), despite that they appeared to have a good understanding of research terminology (55.4 SD. 17.2). Level of study of participants did not appear to significantly influence domain scores (P > 0.05). The main barriers to practice were lack of time (75.1%), workload (66%), cost of access to information resources like databases for seek informations about recent support protocols (60%), ease of access to computers (49%), and lack of resources or skills (49%). CONCLUSION: Physiotherapists in Cameroon have a poor knowledge of EBP and a low level of practice of EBP, despite an overall positive attitude towards it. These results could inform stakeholders of higher education on the need to improve training of physiotherapy students in the domain of EBP in Physiotherapy. Also, it will help in raising the level of scientific research and promoting the implementation of EBP in Cameroon.

Equity-Centered Postdischarge Support for Medicaid-Insured People: Protocol for a Type 1 Hybrid Effectiveness-Implementation Stepped Wedge Cluster Randomized Controlled Trial.

BACKGROUND: Disparities in posthospitalization outcomes for people with chronic medical conditions and insured by Medicaid are well documented, yet interventions that mitigate them are lacking. Prevailing transitional care interventions narrowly target people aged 65 years and older, with specific disease processes, or limitedly focus on individual-level behavioral change such as self-care or symptom management, thus failing to adequately provide a holistic approach to ensure an optimal posthospital care continuum. This study evaluates the implementation of THRIVE-an evidence-based, equity-focused clinical pathway that supports Medicaid-insured individuals with multiple chronic conditions transitioning from hospital to home by focusing on the social determinants of health and systemic and structural barriers in health care delivery. THRIVE services include coordinating care, standardizing interdisciplinary communication, and addressing unmet clinical and social needs following hospital discharge. OBJECTIVE: The study's objectives are to (1) examine referral patterns, 30-day readmission, and emergency department use for participants who receive THRIVE support services compared to those receiving usual care and (2) evaluate the implementation of the THRIVE clinical pathway, including fidelity, feasibility, appropriateness, and acceptability. METHODS: We will perform a sequential randomized rollout of THRIVE to case managers at the study hospital in 3 steps (4 in the first group, 4 in the second, and 5 in the third), and data collection will occur over 18 months. Inclusion criteria for THRIVE participation include (1) being Medicaid insured, dually enrolled in Medicaid and Medicare, or Medicaid eligible; (2) residing in Philadelphia; (3) having experienced a hospitalization at the study hospital for more than 24 hours with a planned discharge to home; (4) agreeing to home care at partner home care settings; and (5) being aged 18 years or older. Qualitative data will include interviews with clinicians involved in THRIVE, and quantitative data on health service use (ie, 30-day readmission, emergency department use, and primary and specialty care) will be derived from the electronic health record. RESULTS: This project was funded in January 2023 and approved by the institutional review board on March 10, 2023. Data collection will occur from March 2023 to July 2024. Results are expected to be published in 2025. CONCLUSIONS: The THRIVE clinical pathway aims to reduce disparities and improve postdischarge care transitions for Medicaid-insured patients through a system-level intervention that is acceptable for THRIVE participants, clinicians, and their teams in hospitals and home care settings. By using our equity-focused case management services and leveraging the power of the electronic medical record, THRIVE creates efficiencies by identifying high-need patients, improving communication across acute and community-based sectors, and driving evidence-based care coordination. This study will add important findings about how the infusion of equity-focused principles in the design and evaluation of evidence-based interventions contributes to both implementation and effectiveness outcomes. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/54211. TRIAL REGISTRATION: ClinicalTrials.gov NCT05714605; https://clinicaltrials.gov/ct2/show/NCT05714605.

Cultural adaptation and reliability testing of the Chinese version of evidence-based practice knowledge assessment in nursing: A cross-sectional study.

Objective: The EKAN is a reliable and validated tool for objectively measuring the evidence-based practice (EBP) knowledge of nurses. Thus, we set out to translate and culturally modify the Evidence-Based Practice Knowledge Assessment in Nursing (EKAN), and then evaluate its validity and reliability among Chinese practicing nurses. Methods: This cross-sectional study consisted of two phases. The first phase involved translating the EKAN into Chinese (EKAN-Chinese), using a process of forward translation, back translation, review, cultural adjustment as well as a pilot study. The second phase aimed to assess the psychometric properties of the EKAN-Chinese and establish a baseline measure of EBP knowledge among 120 nurses from a large general hospital in Beijing, China. Data were collected from August to November 2022 and analyzed with Rasch software. This study was reported using the cross-sectional STROBE checklist. Results: The newly translated, EKAN-Chinese was pilot-tested after slight modification of four items without altering the intended meaning. The outfit unweighted mean square was 1.03 (SD = -0.13), the infit weighted mean square was 1.00 (-0.17), and the mean difficulty index ranged from -3.43 to 2.85 according to validity indices. The results of the reliability indices revealed low person reliability (0.49), high item reliability (0.96), moderate person separation index (0.99), and sufficient item separation index (4.71). The mean EKAN-Chinese sum score was 9.8 (max score = 20, SD = 2.9). Conclusion: The newly translated EKAN-Chinese showed sufficient psychometric evidence to support use in practicing Chinese nurses. The EKAN-Chinese can be used by nurse leaders in China as a potential screening tool to 1) objectively identify nurses who need educational training in evidence-based nursing practice, and 2) gauge the effectiveness of education and training programs to improve EBP knowledge and ultimately, evidence-based care.

Assessing evidence-based practice competencies of undergraduate nursing students using a developed multi-criteria decision-analysis model.

AIM: The developed multi-criteria decision analysis model was used to identify the inter-influence relationships and key factors affecting the EBP competencies of UNSs, to assess the EBP competencies of UNSs and based on these results, to formulate an improvement strategy to enhance the EBP competencies of UNSs. BACKGROUND: EBP is considered a core competency in international nursing practice. However, few studies have developed EBP evaluation models and applied them to assessing and improving the EBP competencies of UNSs. DESIGN: This is a quantitative study with multi-criteria decision-analysis model. METHODS: Firstly, the questionnaire was designed based on the characteristics of the DEMATEL and VIKOR-AS methods, which was completed by 17 nursing experts from a case hospital in Zhejiang Province, China. Subsequently, the DEMATEL method was used to analyze the inter-influence relationships among various criteria to determine their respective weights. Finally, the VIKOR method is utilized to integrate multiple criteria and their relative weights to assign comprehensive scores to each UNSs. RESULTS: The use of the DEMATEL method reveals that "Knowledge (C1)", "Mastering the basic scientific research methods during the study of the undergraduate courses (C11)", "Being able to consult clinical experts appropriately when encountering problems in clinical practice (C23)" and "Understanding the importance of reading journals related to the nursing profession regularly (C34)" were critical influencing factors. "Skill (C2)," "Being able to explain the essential roles of the best research evidence in determining clinical practice (C15)," "Being able to apply the collected research evidence to the individual case in nursing care (C25)" and "Paying attention to using the evidence-based nursing practice concept to determine the best clinical practice (C35)" were the most influential factors. According to the VIKOR method, the performance of the UNSs in the case hospitals in terms of EBP competencies from highest to lowest was Student C, Student B and Student A. However, all of these students suffered from deficiencies at the knowledge level. CONCLUSIONS: The application of the DEMATEL and VIKOR methods provides a systematic and comprehensive approach to the assessment of EBP competencies of UNSs. The lack of EBP competencies of UNSs in case hospitals is mainly reflected in knowledge level. To improve UNSs' EBP competencies, medical schools and hospital educators should propose short- and long-term strategies to improve knowledge.

Preparing future doctors for evidence-based practice: a study on health technology assessment awareness and its predictors in Malaysia.

OBJECTIVES: To determine the level of awareness of health technology assessment (HTA) and its predictors among clinical year medical students in public universities in Klang Valley, Malaysia. METHODS: A cross-sectional study using the stratified random sampling method was conducted among clinical year medical students in four public universities in Klang Valley, Malaysia. Data on the level of awareness of HTA and its associated factors were collected using a self-administered online questionnaire. Descriptive, bivariate, and multivariate analyses were performed using IBM SPSS version 27 to determine the level of awareness of HTA and its predictors. RESULTS: Majority (69 percent) of participants had a low level of awareness of HTA. The predictors of high-level awareness of HTA were attitude toward HTA (adjusted odds ratio (AOR) = 7.417, 95 percent confidence interval (CI): 3.491, 15.758), peer interaction on HTA (AOR = 0.320, 95 percent CI: 0.115, 0.888), and previous training on HTA (AOR = 4.849, 95 percent CI: 1.096, 21.444). CONCLUSIONS: Most future doctors in public universities exhibit a low awareness of HTA. This study highlights the interplay between attitudes toward HTA, peer interaction, and previous training as influential predictors of HTA awareness. An integrated and comprehensive educational approach is recommended to cultivate a positive attitude and harness the positive aspects of peer interaction while mitigating the potential negative impact of misconceptions. Emphasizing early exposure to HTA concepts through structured programs is crucial for empowering the upcoming generation of healthcare professionals, enabling them to navigate HTA complexities and contribute to evidence-based healthcare practices in Malaysia and beyond.

Integrating large language models in systematic reviews: a framework and case study using ROBINS-I for risk of bias assessment.

Large language models (LLMs) may facilitate and expedite systematic reviews, although the approach to integrate LLMs in the review process is unclear. This study evaluates GPT-4 agreement with human reviewers in assessing the risk of bias using the Risk Of Bias In Non-randomised Studies of Interventions (ROBINS-I) tool and proposes a framework for integrating LLMs into systematic reviews. The case study demonstrated that raw per cent agreement was the highest for the ROBINS-I domain of 'Classification of Intervention'. Kendall agreement coefficient was highest for the domains of 'Participant Selection', 'Missing Data' and 'Measurement of Outcomes', suggesting moderate agreement in these domains. Raw agreement about the overall risk of bias across domains was 61% (Kendall coefficient=0.35). The proposed framework for integrating LLMs into systematic reviews consists of four domains: rationale for LLM use, protocol (task definition, model selection, prompt engineering, data entry methods, human role and success metrics), execution (iterative revisions to the protocol) and reporting. We identify five basic task types relevant to systematic reviews: selection, extraction, judgement, analysis and narration. Considering the agreement level with a human reviewer in the case study, pairing artificial intelligence with an independent human reviewer remains required.

Bridging the gap between pregnancy loss research and policy and practice: insights from a qualitative survey with knowledge users.

BACKGROUND: The loss of a pregnancy or the death of baby around the time of their birth can have profound impacts on parents, families and staff involved. There is much opportunity to enhance the systematic uptake of evidence-based interventions to enhance service provision, lived experiences and outcomes. Challenges exist to translating pregnancy loss research evidence into policy and practice, however. Pregnancy loss remains a neglected area of research and resourcing and is steeped in stigma. While barriers and facilitators to the use of research evidence by decision-makers in public health and health services are well documented, we aimed to better understand the factors that influence the translation of pregnancy loss research into practice and policy. METHODS: We conducted a qualitative online survey of pregnancy loss research knowledge users in Ireland, identified through our clinical and academic networks, between January and March 2022. The survey comprised ten questions, with three closed questions, informed by the Knowledge Translation Planning Template©. Questions included who could benefit from pregnancy loss research, perceived barriers and facilitators to the use of research evidence and preferred knowledge translation strategies. We analysed data using reflexive thematic analysis. RESULTS: We included data from 46 participants in our analysis, from which we generated two central themes. The first-'End the silence; stigma and inequality around pregnancy loss to enhance awareness and understanding, public health and services and supports'-addresses issues related to the stigma, sensitivities and silence, lack of awareness and understanding, and lack of relevance or priority afforded to pregnancy loss. The second theme-'Use a range of tailored, accessible approaches to engage a large, diverse range of knowledge users'-highlights the need to use relevant, accessible, and engaging information, resources or materials in knowledge translation efforts, and a variety of tailored approaches to suit different audiences, including materials, workshops/webinars, media, knowledge brokers and champions or opinion leaders. CONCLUSIONS: Our analysis provides rich insights into the barriers and facilitators to knowledge translation in the field of pregnancy loss research. We identified key strategies that can be used to inform knowledge translation planning in Ireland, and which have international applicability.

Evaluating cognitive behavioral therapy as a solution for postnatal depression in economically disadvantaged regions.

PURPOSE: Postnatal depression (PND) impacts numerous women after childbirth, leading to various impairments in their lives. Mental health interventions, such as cognitive behavioral therapy (CBT), need further evaluation in low- and middle-income countries (LMICs) where resources may be scarce. This study aimed to assess the effectiveness of CBT in treating PND in women from LMICs, comparing it to standard care. METHODS: A systematic review and meta-analysis were conducted following the PRISMA Statement 2020 guidelines. Databases such as PubMed, CINAHL Plus, Cochrane Library, and PsycINFO were searched until September 2022. A modified Delphi process was employed to identify relevant studies. The primary outcome was mean depression scores, measured by the Edinburgh postnatal depression scale at baseline and post-intervention. RESULTS: Out of 487 studies identified, five trials were included, totaling 1056 participants (520 in the intervention group and 536 in the comparator group). At baseline, a minor, insignificant positive effect size was found (Cohen's d = 0.1, 95% CI = - 0.15, 0.35). Post-CBT, the intervention group showed significant improvements in depression scores (Cohen's d = - 1.9, 95% CI = - 3.8, 0). When accounting for the influence of one study, (Ngai et al., Psychother Psychosom 84:294-303, 2015), which held substantial weight in the initial analysis, the effect size was adjusted to d = 0.5, highlighting a lesser but still significant difference. CONCLUSIONS: CBT appears to be effective in improving PND symptoms among women in LMICs and may be considered a first-line treatment for at-risk mothers, including those who are displaced. However, the significant impact of one study on the results emphasizes the need for more rigorous research. The study also highlights the challenges and limitations of providing psychotherapies across LMICs, emphasizing the need for culturally adapted and contextually appropriate interventions to ensure successful implementation and sustainability of mental health care for postnatal women in these settings.

Shedding new light for nurses: Enhancing pressure injury prevention across skin tones with sub-epidermal moisture assessment technology.

AIM(S): To assess the effectiveness of sub-epidermal moisture (SEM) assessment technology in the detection of early-stage pressure damage in a critical care unit (CCU) and dark skin tone patients and its impact on hospital-acquired pressure injury (HAPI) incidence. DESIGN: Quality improvement study employing Kurt Lewin's change model emphasizing planning, implementation, evaluation and sustainable change. METHODS: The study evaluated 140 adult patients admitted to the CCU over a 24-week period, from July to December 2022. Retrospective analysis of standard PI care pathways was performed in 90 patients admitted during a 12-week pre-implementation period. Fifty patients were admitted through the subsequent 12-week implementation period. SEM assessments were performed daily at the sacrum and heels and interventions were applied based on SEM assessments; SEM delta ≥0.6 indicating localized oedema or persistent focal oedema. Statistical analyses were performed on anonymized data. RESULTS: Pre-implementation HAPI incidence was 8.9% (N = 8/90). All eight patients were African American with varying skin tones. A 100% reduction in HAPI incidence was achieved in the implementation period which included 35 African American patients. The relative risk of HAPI incidence was 1.6 times higher in the pre-implementation group. CONCLUSION: Implementing SEM assessment technology enabled equitable PI care for all population types and resulted in a 100% reduction of PIs in our CCU. Objective SEM assessments detected early-stage PIs, regardless of skin tone and enabled providing interventions to specific anatomies developing tissue damage as opposed to universal preventive interventions. IMPLICATIONS: PI care pathways relying on visual and tactile skin assessments are inherently biased in providing equitable care for dark skin tone patients. Implementing SEM assessments empowers healthcare practitioners in driving objective clinical interventions, eliminates bias and enables positive PI health outcomes. IMPACT: Implementing SEM assessment technology had three main effects: it detected early tissue damage regardless of skin tone (detection effect), enabled anatomy-specific interventions (treatment effect) and prevented PIs across all population types (prevention effect). The authors have adhered to the Standards for Quality Improvement Reporting Excellence (SQUIRE) 2.0 guidelines. PATIENT OR PUBLIC CONTRIBUTION: No patient or public contribution. What does this paper contribute to the wider global clinical community? Addressing health inequities in pressure injury prevention; Demonstrated effectiveness across patient populations; Resource optimization and enhanced patient safety.

Training Master of Social Work Students in Brief Intervention for Unhealthy Alcohol Use: Results of a Validated Adherence Assessment.

BACKGROUND: Many social workers receive limited training in working with clients engaged in unhealthy substance use. As a result, national organizations and agencies such as the Council on Social Work Education and individual social work programs are beginning to address this need by incorporating training into higher education social work programs. The purpose of this study was to examine Master of Social Work (MSW) students' adherence to a brief intervention protocol for unhealthy alcohol use. METHODS: A total of 91 MSW students consented to the assessment of their digital, audio-recorded class assignment by independent raters. RESULTS: Although 90% of MSW student participants were found to be overall adherent to the protocol, gaps in training quality were also identified. CONCLUSIONS: Lessons learned for addressing the gaps are discussed, along with future directions for teaching and learning in social work related to substance use.

Urologist-level variation in the management of T1a renal cell carcinoma: A population-based cohort study.

OBJECTIVES: Lack of strict indications in current guidelines have led to significant variation in management patterns of small renal masses. The impact of the urologist on the management approach for patients with small renal masses has not been explored previously. MATERIALS AND METHODS: Using the linked Surveillance, Epidemiology, and End Results-Medicare database, patients aged ≥66 years diagnosed with small renal masses from January 1, 2004 to December 31, 2013 were identified and assigned to primary urologists. Mixed-effects logistic models were used to evaluate factors associated with different management approaches, estimate urologist-level probabilities of each approach, assess management variation, and determine urologist impact on choice of approach. RESULTS: A total of 12,402 patients with 2,794 corresponding primary urologists were included in the study. At the individual urologist level, the estimated case-adjusted probability of different approaches varied markedly: nonsurgical management (mean, 12.8%; range, 4.9%-36.1%); thermal ablation (mean, 10.8%; range, 2.4%-66.3%); partial nephrectomy (mean, 30.1%; range, 10.1%-66.6%); and radical nephrectomy (mean, 40.4%; range, 17.7%-71.6%). Compared to patient and tumor characteristics, the primary urologist was a more influential measured factor, accounting for 13.6% (vs. 12.9%), 33.8% (vs. 2.1%), 15.1% (vs. 8.4%), and 13.5% (vs. 4.0%) of the variation in management choice for nonsurgical management, thermal ablation, partial nephrectomy, and radical nephrectomy, respectively. CONCLUSIONS: Significant variation exists in the management of small renal masses and appears to be driven primarily by urologist preference and practice patterns. Our findings emphasize the need for unified guidance regarding management of these masses to reduce unwarranted variation in care.