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Automating sedation state assessments using natural language processing

Abstract

Introduction

Common goals for procedural sedation are to control pain and ensure the patient is not moving to an extent that is impeding safe progress or completion of the procedure. Clinicians perform regular assessments of the adequacy of procedural sedation in accordance with these goals to inform their decision-making around sedation titration and also for documentation of the care provided. Natural language processing could be applied to real-time transcriptions of audio recordings made during procedures in order to classify sedation states that involve movement and pain, which could then be integrated into clinical documentation systems. The aim of this study was to determine whether natural language processing algorithms will work with sufficient accuracy to detect sedation states during procedural sedation.

Design

A prospective observational study was conducted.

Methods

Audio recordings from consenting participants undergoing elective procedures performed in the interventional radiology suite at a large academic hospital were transcribed using an automated speech recognition model. Sentences of transcribed text were used to train and evaluate several different NLP pipelines for a text classification task. The NLP pipelines we evaluated included a simple Bag-of-Words (BOW) model, an ensemble architecture combining a linear BOW model and a “token-to-vector” (Tok2Vec) component, and a transformer-based architecture using the RoBERTa pre-trained model.

Results

A total of 15,936 sentences from transcriptions of 82 procedures was included in the analysis. The RoBERTa model achieved the highest performance among the three models with an area under the ROC curve (AUC-ROC) of 0.97, an F1 score of 0.87, a precision of 0.86, and a recall of 0.89. The Ensemble model showed a similarly high AUC-ROC of 0.96, but lower F1 score of 0.79, precision of 0.83, and recall of 0.77. The BOW approach achieved an AUC-ROC of 0.97 and the F1 score was 0.7, precision was 0.83 and recall was 0.66.

Conclusion

The transformer-based architecture using the RoBERTa pre-trained model achieved the best classification performance. Further research is required to confirm the that this natural language processing pipeline can accurately perform text classifications with real-time audio data to allow for automated sedation state assessments.

Clinical Relevance

Automating sedation state assessments using natural language processing pipelines would allow for more timely documentation of the care received by sedated patients, and, at the same time, decrease documentation burden for clinicians. Downstream applications can also be generated from the classifications, including for example real-time visualizations of sedation state, which may facilitate improved communication of the adequacy of the sedation between clinicians, who may be performing supervision remotely. Also, accumulation of sedation state assessments from multiple procedures may reveal insights into the efficacy of particular sedative medications or identify procedures where the current approach for sedation and analgesia is not optimal (i.e. a significant amount of time spent in “pain” or “movement” sedation states).

Nurses' use of ‘wellness’ supplements during the COVID‐19 pandemic in the United States

Abstract

Aim

Quantify disparities and identify correlates and predictors of ‘wellness’ supplement use among nurses during the first year of the pandemic.

Design

Longitudinal secondary analysis of Nurses' Health Studies 2 and 3 and Growing Up Today Study data.

Methods

Sample included 36,518 total participants, 12,044 of which were nurses, who completed surveys during the first year of the COVID-19 pandemic (April 2020 to April 2021). Analyses were conducted in March 2023. Modified Poisson models were used to estimate disparities in ‘wellness’ supplement use between nurses and non-healthcare workers and, among nurses only, to quantify associations with workplace-related predictors (occupational discrimination, PPE access, workplace setting) and psychosocial predictors (depression/anxiety, county-level COVID-19 mortality). Models included race/ethnicity, gender identity, age and cohort as covariates.

Results

Nurses were significantly more likely to use all types of supplements than non-healthcare workers. Lacking personal protective equipment and experiencing occupational discrimination were significantly associated with new immune supplement use. Depression increased the risk of using weight loss, energy and immune supplements.

Conclusion

Nurses' disproportionate use of ‘wellness’ supplements during the COVID-19 pandemic may be related to workplace and psychosocial stressors. Given well-documented risks of harm from the use of ‘wellness’ supplements, the use of these products by nurses is of concern.

Impact

‘Wellness’ supplements promoting weight loss, increased energy, boosted immunity and cleansing of organs are omnipresent in today's health-focused culture, though their use has been associated with harm. This is of added concern among nurses given their risk of COVID-19 infection at work. Our study highlighted the risk factors associated with use of these products (lacking PPE and experiencing occupational discrimination). Findings support prior research suggesting a need for greater public health policy and education around the use of ‘wellness’ supplements.

Reporting Method

STROBE guidelines were followed throughout manuscript.

Patient or Public Contribution

No patient or public contribution was involved.

Facilitators and barriers to codesigning social robots with older adults with dementia: a scoping review protocol

Por: Hung · L. · Chen · I. · Wong · K. L. Y. · Jackson · L. · Lou · V. W. Q.
Introduction

Social robots including telepresence robots have emerged as potential support in dementia care. However, the effectiveness of these robots hinges significantly on their design and utility. These elements are often best understood by their end-users. Codesign involves collaborating directly with the end-users of a product during its development process. Engaging people with dementia in the design of social robots ensures that the products cater to their unique requirements, preferences, challenges, and needs. The objective of this scoping review is to understand the facilitators, barriers, and strategies in codesigning social robots with older adults with dementia.

Methods and analysis

The scoping review will follow the Joanna Briggs Institute scoping review methodology and will be conducted from November 2023 to April 2024. The steps of search strategy will involve identifying keywords and index terms from CINAHL and PubMed, completing search using identified keywords and index terms across selected databases (Medline, CINAHL, PubMed, AgeLine, Web of Science, PsycINFO, Scopus, IEEE, and Google Scholar), and hand-searching the reference lists from chosen literature for additional literature. The grey literature will be searched using Google. Three research assistants will screen the titles and abstracts independently by referring to the inclusion criteria. Three researchers will independently assess the full text of literature following to the inclusion criteria. The data will be presented in a table with narratives that answers the questions of the scoping review.

Ethics and dissemination

This scoping review does not require ethics approval because it collects data from publicly available resources. The findings will offer insights to inform future research and development of robots through collaboration with older people with dementia. In addition, the scoping review results will be disseminated through conference presentations and an open-access publication in a peer-reviewed journal.

Association between expedited review designations and the US or global burden of disease for drugs approved by the US Food and Drug Administration, 2010-2019: a cross-sectional analysis

Por: Jackson · M. J. · Vaughan · G. · Ledley · F. D.
Objectives

Pharmaceutical innovation can contribute to reducing the burden of disease in human populations. This research asks whether products approved by the US Food and Drug Administration (FDA) from 2010 to 2019 and expedited review programmes incentivising development of products for serious disease were aligned with the US or global burden of disease.

Design

Cross-sectional study.

Outcome measures

Association of FDA product approvals (2010–2019), first approved indications, designations for expedited review with the burden of disease (disability-adjusted life years (DALYs)), years of life lost (YLL) and years of life lived with disability (YLD) for 122 WHO Global Health Estimates (GHE) conditions in US and global (ex-US) populations.

Results

The FDA approved 387 drugs in 2010–2019 with lead indications associated with 59/122 GHE conditions. Conditions with at least one new drug had greater US DALYs (p=0.001), US YLL (p1) with US and global YLL.

Conclusions

FDA drug approvals from 2010 to 2019 were more strongly aligned with US than global disease burden. Designations for expedited review were not aligned with either the US or global burdens of disease and may inadvertently disincentivise development of products addressing global disease burdens. These results may inform policies to better align pharmaceutical innovation with the burdens of disease.

Nutrition care for older adults with delirium: A scoping review

Abstract

Aims

This scoping review aimed to identify and map the available information on the nutrition care process in older adults with delirium to analyse and summarise key concepts, and gaps, including the barriers and enablers to providing nutrition care for this group.

Design

Scoping review.

Methods

This review was conducted in accordance with the JBI methodology for scoping reviews. Published and grey sources in English were considered.

Data sources

Databases searched were CINAHL, Medline, Embase, JBI Evidence-based Practice, Scopus, ProQuest and Google. The initial search was conducted from October 2021 to March 2022 and repeated in October 2023.

Results

The database search identified 1561 articles, 186 underwent full-text review and 17 articles were included. The grey literature search identified eight articles. Malnutrition and delirium were identified as mutually reinforcing, and nutrition strategies were included as part of multicomponent interventions for delirium management. There was no mention of barriers or enablers to nutrition care and minimal descriptive or empirical data available to guide nutrition care processes in this group.

Conclusion

This scoping review revealed a need for further research into nutrition care processes in older patients with delirium, in particular the barriers and enablers, to inform appropriate management strategies in this vulnerable group.

Implications for the profession and patient care

Providing nutrition care for older patients with delirium is important and further practical guidance could help patients, healthcare staff and families.

Impact

This scoping review yielded instructive data suggesting that delirium is an important risk factor for malnutrition and vice versa, which leads to poor patient and health service outcomes.

Reporting method

This scoping review adhered to relevant EQUATOR guidelines and used the Preferred Reporting Items For Systematic Reviews and Meta-Analyses Extension for Scoping Reviews (PRISMA-ScR).

Patient of public contribution

No patient or public contribution.

Canadian intensive care unit nurses' responses to moral distress during the COVID‐19 pandemic, and their recommendations for mitigative interventions

Abstract

Aims

To describe intensive care unit nurses' experiences of moral distress during the COVID-19 pandemic, and their recommendations for mitigative interventions.

Design

Interpretive description.

Methods

Data were collected with a purposeful sample of 40 Canadian intensive care unit nurses between May and September 2021. Nurses completed a demographic questionnaire, the Measure of Moral Distress—Healthcare Professionals survey and in-depth interviews. Quantitative data were analysed using descriptive statistics. Qualitative data were categorized and synthesized using reflexive thematic analysis and rapid qualitative analysis.

Results

Half of the nurses in this sample reported moderate levels of moral distress. In response to moral distress, nurses experienced immediate and long-term effects across multiple health domains. To cope, nurses discussed varied reactions, including action, avoidance and acquiescence. Nurses provided recommendations for interventions across multiple organizations to mitigate moral distress and negative health outcomes.

Conclusion

Nurses reported that moral distress drove negative health outcomes and attrition in response to moral events in practice. To change these conditions of moral distress, nurses require organizational investments in interventions and cultures that prioritize the inclusion of nursing perspectives and voices.

Implications for the Profession

Nurses engage in a variety of responses to cope with moral distress. They possess valuable insights into the practice issues central to moral distress that have significant implications for all members of the healthcare teams, patients and systems. It is essential that nurses' voices be included in the development of future interventions central to the responses to moral distress.

Reporting Method

This study adheres to COREQ guidelines.

Impact

What Problem did the Study Address?

Given the known structural, systemic and environmental factors that contribute to intensive care unit nurses' experiences of moral distress, and ultimately burnout and attrition, it was important to learn about their experiences of moral distress and their recommendations for organizational mitigative interventions. Documentation of these experiences and recommendations took on a greater urgency during the context of a global health emergency, the COVID-19 pandemic, where such contextual influences on moral distress were less understood.

What Were the Main Findings?

Over half of the nurses reported a moderate level of moral distress. Nurses who were considering leaving nursing practice reported higher moral distress scores than those who were not considering leaving. In response to moral distress, nurses experienced a variety of outcomes across several health domains. To cope with moral distress, nurses engaged in patterns of action, avoidance and acquiescence. To change the conditions of moral distress, nurses desire organizational interventions, practices and culture changes situated in the amplification of their voices.

Where and on Whom Will the Research Have an Impact on?

These findings will be of interest to: (1) researchers developing and evaluating interventions that address the complex phenomenon of moral distress, (2) leaders and administrators in hospitals, and relevant healthcare and nursing organizations, and (3) nurses interested in leveraging evidence-informed recommendations to advocate for interventions to address moral distress.

What Does this Paper Contribute to the Wider Global Community?

This paper advances the body of scientific work on nurses' experiences of moral distress, capturing this phenomenon within the unique context of a global health emergency. Nurses' levels of moral distress using Measure of Moral Distress—Healthcare Professional survey were reported, serving as a comparator for future studies seeking to measure and evaluate intensive care unit nurses' levels of moral distress. Nurses' recommendations for mitigative interventions for moral distress have been reported, which can help inform future interventional studies.

Patient or Public Contribution

No patient or public contribution.

Maintaining independence in individuals with dementia at home after a fall: a protocol for the UK pilot cluster randomised controlled trial MAINTAIN

Por: Greene · L. · Barber · R. · Bingham · A. · Connors · J. · Conroy · S. · Elkhafer · K. · Fox · C. · Goodwin · V. · Gordon · A. · Hall · A. J. · Harwood · R. H. · Hulme · C. · Jackson · T. · Litherland · R. · Morgan-Trimmer · S. · Pankiewicz · S. · Parry · S. W. · Sharma · A. · Ukoumunne · O.
Introduction

Individuals with dementia face an increased risk of falls. Falls can cause a decline in the individual’s overall functionality. All types of falls, including those that do not result in injury, can lead to psychosocial consequences, such as diminished confidence and a fear of falling. Projections indicate a rising trend in dementia diagnoses, implying an increase in fall incidents. Yet, there is a lack of evidence to support interventions for people living with dementia who have fallen. Our objective is to test the feasibility of a falls intervention trial for people with dementia.

Method and analysis

This is a UK-based two-arm pilot cluster randomised controlled trial. In this study, six collaborating sites, which form the clusters, will be randomly allocated to either the intervention arm or the control arm (receiving treatment as usual) at a 1:1 ratio. During the 6 month recruitment phase, each cluster will enrol 10 dyads, comprising 10 individuals with dementia and their respective carers, leading to a total sample size of 60 dyads. The primary outcomes are the feasibility parameters for a full trial (ie, percentage consented, follow-up rate and cost framework). Secondary outcomes include activities of daily living, quality of life, fall efficacy, mobility, goal attainment, cognitive status, occurrence of falls, carer burden and healthcare service utilisation. Outcome measures will be collected at baseline and 28 weeks, with an additional assessment scheduled at 12 weeks for the healthcare service utilisation questionnaire. An embedded process evaluation, consisting of interviews and observations with participants and healthcare professionals, will explore how the intervention operates and the fidelity of study processes.

Ethics and dissemination

The study was approved by the NHS and local authority research governance and research ethics committees (NHS REC reference: 23/WA/0126). The results will be shared at meetings and conferences and will be published in peer-reviewed journals.

Trial registration number

ISRCTN16413728.

Perceptions on artificial intelligence-based decision-making for coexisting multiple long-term health conditions: protocol for a qualitative study with patients and healthcare professionals

Por: Gunathilaka · N. J. · Gooden · T. E. · Cooper · J. · Flanagan · S. · Marshall · T. · Haroon · S. · DElia · A. · Crowe · F. · Jackson · T. · Nirantharakumar · K. · Greenfield · S.
Introduction

Coexisting multiple health conditions is common among older people, a population that is increasing globally. The potential for polypharmacy, adverse events, drug interactions and development of additional health conditions complicates prescribing decisions for these patients. Artificial intelligence (AI)-generated decision-making tools may help guide clinical decisions in the context of multiple health conditions, by determining which of the multiple medication options is best. This study aims to explore the perceptions of healthcare professionals (HCPs) and patients on the use of AI in the management of multiple health conditions.

Methods and analysis

A qualitative study will be conducted using semistructured interviews. Adults (≥18 years) with multiple health conditions living in the West Midlands of England and HCPs with experience in caring for patients with multiple health conditions will be eligible and purposively sampled. Patients will be identified from Clinical Practice Research Datalink (CPRD) Aurum; CPRD will contact general practitioners who will in turn, send a letter to patients inviting them to take part. Eligible HCPs will be recruited through British HCP bodies and known contacts. Up to 30 patients and 30 HCPs will be recruited, until data saturation is achieved. Interviews will be in-person or virtual, audio recorded and transcribed verbatim. The topic guide is designed to explore participants’ attitudes towards AI-informed clinical decision-making to augment clinician-directed decision-making, the perceived advantages and disadvantages of both methods and attitudes towards risk management. Case vignettes comprising a common decision pathway for patients with multiple health conditions will be presented during each interview to invite participants’ opinions on how their experiences compare. Data will be analysed thematically using the Framework Method.

Ethics and dissemination

This study has been approved by the National Health Service Research Ethics Committee (Reference: 22/SC/0210). Written informed consent or verbal consent will be obtained prior to each interview. The findings from this study will be disseminated through peer-reviewed publications, conferences and lay summaries.

COVID‐19 and collective trauma: Implementing a trauma‐informed model of care for post‐COVID patients

Abstract

Aim

To describe the implementation of a trauma-informed model of care in the Post COVID Respiratory Clinic of a large tertiary referral centre in NSW.

Design

Discussion paper.

Data Sources

Evidence gathered from a literature search (2008–2022) was used to develop a framework for management of patients presenting to this Post COVID Respiratory Clinic. This paper outlines the personal reflections of the clinic staff as they developed and implemented this framework. Ethical approval was obtained to report the data collected from patient reviews.

Discussion

The literature highlights the high prevalence of trauma in patients following COVID-19 infection, as well as the larger population both during and after the pandemic. This experience of trauma was observed in patients seen within the clinic, indicating a need for specialized care. In response, a trauma-informed model of care was implemented.

Conclusion

Reconceptualizing COVID-19 as a ‘collective trauma’ can help healthcare workers understand the needs of post-COVID patients and enable them to respond empathetically. A trauma-informed model is complementary to this cohort as it specifically addresses vulnerable populations, many of whom have been further marginalized by the pandemic.

Implications for Nursing and Patient Care

Frontline healthcare workers, particularly nurses, are well positioned to implement trauma-informed care due to their high-level of patient contact. Adequate allocation of resources and investment in staff is essential to ensure such care can be provided.

Impact

The COVID-19 pandemic has led to adverse physical and mental health outcomes for many. Trauma-informed care is a way to promote reengagement with the healthcare system in this group. Post COVID patients globally may benefit from this approach, as it aims to build trust and independence.

Patient or Public Contribution

Feedback was sought from a patient representative to ensure this paper adequately reflected the experience of the post-COVID patient.

Understanding family carer experiences and perceptions of engagement in delirium prevention and care for adults in hospital: Qualitative systematic review

Abstract

Aim

To identify, describe and synthesise what is known about family carers' experiences and perspectives of engagement in delirium prevention and care for adults in hospital.

Design

Systematic review and synthesis of qualitative evidence.

Data Sources

Comprehensive literature search within PubMed, CINAHL, EMBASE, Scopus, Cochrane Central and PsycInfo databases to August 2022. Peer reviewed original qualitative research published in English.

Methods

Data were extracted using Covidence systematic review software. Methodological quality was reviewed against the Critical Appraisal Skills Program (CASP) Qualitative Checklist. Thematic synthesis was used to develop analytical themes. Confidence in the Evidence from Reviews of Qualitative Research (GRADE-CERQual) framework was applied to findings.

Results

Of 3429 records identified, 29 met criteria for final inclusion. Studies included a range of settings (intensive care, medical and surgical wards) and family carer types (spouse, daughter, parent and friend). Three primary themes Shared Caregiving, Partnership and Support, Communication for Shared Understanding and three cross-cutting contextual themes Care Transitions, Family Carer Context and Hospital Context were identified. Family carers have mixed experiences of involvement in delirium care and prevention. Family carer engagement in care impacted perceptions of care quality and their own self-efficacy. Where person-centred care expectations were not met, some family carers adopted compensatory or care contingency strategies. Information sharing and timely support from hospital staff who understood the carer context supported carer involvement. Supportive physical environments and addressing power imbalances allowed greater engagement.

Conclusion

Family carers often wish to be involved in delirium prevention and care, but need to be recognised as individuals, listened to, informed and supported to optimise their contribution.

Impact

The review findings can guide health professional and decision makers to optimise family carer involvement in delirium care programs.

Protocol Registration

PROSPERO [CRD42020221854].

Reporting

ENTREQ.

No Patient or Public Contribution.

Organisation and delivery of a dedicated multidisciplinary prone ventilation team in the intensive care unit: Strategies and lessons from COVID-19

by Luke Bracegirdle, Matthew Stubbs, Rezaur Rahman, Alexander I. R. Jackson, Helmi C. Burton-Papp, Robert Chambers, Sanjay Gupta, Michael P. W. Grocott, Ahilanandan Dushianthan

Background

COVID-19 placed immense strain on healthcare systems, necessitating innovative responses to the surge of critically ill patients, particularly those requiring mechanical ventilation. In this report, we detail the establishment of a dedicated critical care prone positioning team at University Hospital Southampton in response to escalating demand for prone positioning during the initial wave of the pandemic.

Methods

The formation of a prone positioning team involved meticulous planning and collaboration across disciplines to ensure safe and efficient manoeuvrers. A comprehensive training strategy, aligned with national guidelines, was implemented for approximately 550 staff members from a diverse background. We surveyed team members to gain insight to the lived experience.

Results

A total of 78 full-time team members were recruited and successfully executed over 1200 manoeuvres over an eight-week period. Our survey suggests the majority felt valued and expressed pride and willingness to participate again should the need arise.

Conclusion

The rapid establishment and deployment of a dedicated prone positioning team may have contributed to both patient care and staff well-being. We provide insight and lessons that may be of value for future respiratory pandemics. Future work should explore objective clinical outcomes and long-term sustainability of such services.

The work of palliative care from the perspectives of district nurses: A qualitative study

Abstract

Aim

To explore the work of palliative care from the perspectives of district nurses with a focus on the strategies they use to achieve positive outcomes for patients.

Design

An exploratory descriptive qualitative study.

Methods

A combination of group and individual interviews using semi-structured interviewing were used to explore district nurses' views of providing palliative care across two large urban community nursing services.

Results

Sixteen district nurse participants were interviewed. Three key themes were identified: “Getting what was needed” involved finding solutions, selling a story and establishing relationships. District nurses sought ways to “Stay involved” recognizing the benefit of delaying discharge for some patients. “Completing a nursing task” was a way of managing time constraints and a form of self-protection from having difficult conversations.

Conclusion

This study highlights the importance of understanding the contextual nature of the practice setting in relation to the provision of palliative care. In doing so, it has revealed the strategies district nurses use to overcome the challenges associated with providing palliative care within a generalist workload.

Implications for the Profession and/or Patient Care

District nurses experience a tension between managing high patient workloads and remaining patient centred in palliative care. Being task focused is a way of remaining safe while managing a high volume of work and is not always a negative factor in the care they provide. However, focusing on a task while at the same time addressing other unmet needs requires a set of skills that less experienced nurses may not have.

Impact

Palliative care education alone will not improve the quality of palliative care provided by generalist community district nurses. The practice context is an important factor to take into consideration when supporting the integration of palliative care in district nursing.

No Patient or Public Contribution

No patient or public contribution was made to this study.

Reporting Method

We have adhered to the relevant EQUATOR guidelines and used the COREQ reporting method.

Using spatial video geonarratives to improve nursing care for people who use drugs and experience homelessness: A methodology for nurses

Abstract

Background

People who are insecurely housed and use drugs are disproportionately affected by drug poisonings. Nurses are uniquely positioned to utilize harm reduction strategies to address the needs of the whole person. Needle debris encompasses drug paraphernalia discarded in public spaces. Studying needle debris provides a strategic opportunity to identify where drugs are being used and target public health strategies accordingly.

Aim

Our aim in this article is to illustrate how spatial video geonarratives (SVG) combined GPS technology interviews, and videos of locations with needle debris, can elicit valuable data for nursing research.

Methods

Using SVG required knowledge of how to collect data wearing cameras and practice sessions were necessary. A Miufly camera worn at waist height on a belt provided the stability to walk while interviewing stakeholders. We wore the cameras and conducted go-along interviews with outreach workers, while filming the built environment. Upon completion of data collection, both the interview and GPS information were analysed using Wordmapper software.

Conclusions

This methodology resulted in data presented uniquely in both a visual map and narrative. These data were richer than if a single modality had been used. These data highlighted specific contextual factors that were related to the location of needle debris, which created opportunities for nursing interventions to support people experiencing vulnerability.

Impact of health system governance on healthcare quality in low-income and middle-income countries: a scoping review

Por: George · J. · Jack · S. · Gauld · R. · Colbourn · T. · Stokes · T.
Introduction

Improving healthcare quality in low-/middle-income countries (LMICs) is a critical step in the pathway to Universal Health Coverage and health-related sustainable development goals. This study aimed to map the available evidence on the impacts of health system governance interventions on the quality of healthcare services in LMICs.

Methods

We conducted a scoping review of the literature. The search strategy used a combination of keywords and phrases relevant to health system governance, quality of healthcare and LMICs. Studies published in English until August 2023, with no start date limitation, were searched on PubMed, Cochrane Library, CINAHL, Web of Science, Scopus, Google Scholar and ProQuest. Additional publications were identified by snowballing. The effects reported by the studies on processes of care and quality impacts were reviewed.

Results

The findings from 201 primary studies were grouped under (1) leadership, (2) system design, (3) accountability and transparency, (4) financing, (5) private sector partnerships, (6) information and monitoring; (7) participation and engagement and (8) regulation.

Conclusions

We identified a stronger evidence base linking improved quality of care with health financing, private sector partnerships and community participation and engagement strategies. The evidence related to leadership, system design, information and monitoring, and accountability and transparency is limited.

Heterogeneity of COVID-19 symptoms and associated factors: Longitudinal analysis of laboratory-confirmed COVID-19 cases in San Antonio

by Byeong Yeob Choi, Abigail R. Grace, Jack Tsai

Few studies have examined heterogeneous associations of risk factors with Coronavirus Disease-2019 (COVID-19) symptoms by type. The objectives of this study were to estimate the prevalence of and risk factors associated with COVID-19 symptoms and to investigate whether the associations differ by the type of symptoms. This study obtained longitudinal data over 6 months from laboratory-confirmed COVID-19 cases in a citywide sample in San Antonio. Sixteen symptoms of COVID-19 infection, measured at baseline and three follow-up times (1, 3, and 6 months), were analyzed using generalized estimating equations (GEE) to investigate potential risk factors while accounting for the repeated measurements. The risk factors included time in months, sociodemographic characteristics, and past or current medical and psychiatric conditions. To obtain interpretable results, we categorized these sixteen symptoms into five categories (cardiopulmonary, neuro-psychological, naso-oropharyngeal, musculoskeletal, and miscellaneous). We fitted GEE models with a logit link using each category as the outcome variable. Our study demonstrated that the associations were heterogeneous by the categories of symptoms. The time effects were the strongest for naso-oropharyngeal symptoms but the weakest for neuro-psychological symptoms. Female gender was associated with increased odds of most of the symptoms. Hispanic ethnicity was also associated with higher odds of neuro-psychological, musculoskeletal, and miscellaneous symptoms. Depression was the most robust psychiatric condition contributing to most of the symptoms. Different medical conditions seemed to contribute to different symptom expressions of COVID-19 infection.

Barriers and enablers to screening, management and referral of sleep disorders in patients attending cardiac rehabilitation: A qualitative descriptive study

Abstract

Aims

To examine healthcare professional's knowledge about assessment and management of sleep disorders for cardiac patients and to describe the barriers to screening and management in cardiac rehabilitation settings.

Design

A qualitative descriptive study. Data were collected via semi-structured interviews.

Methods

In March 2022, a total of seven focus groups and two interviews were conducted with healthcare professionals who currently work in cardiac rehabilitation settings. Participants included 17 healthcare professionals who had undertaken cardiac rehabilitation training within the past 5 years. The study adheres to the consolidated criteria for reporting qualitative research guidelines. An inductive thematic analysis approach was utilized.

Results

Six themes and 20 sub-themes were identified. Non-validated approaches to identify sleep disorders (such as asking questions) were often used in preference to validated instruments. However, participants reported positive attitudes regarding screening tools provided they did not adversely affect the therapeutic relationship with patients and benefit to patients could be demonstrated. Participants indicated minimal training in sleep issues, and limited knowledge of professional guidelines and recommended that more patient educational materials are needed.

Conclusion

Introduction of screening for sleep disorders in cardiac rehabilitation settings requires consideration of resources, the therapeutic relationship with patients and the demonstrated clinical benefit of extra screening. Awareness and familiarity of professional guidelines may improve confidence for nurses in the management of sleep disorders for patients with cardiac illness.

Impacts

The findings from this study address healthcare professionals' concerns regarding introduction of screening for sleep disorders for patients with cardiovascular disease. The results indicate concern for therapeutic relationships and patient management and have implications for nursing in settings such as cardiac rehabilitation and post-cardiac event counselling.

Reporting Method

Adherence to COREQ guidelines was maintained.

Patient or Public Contribution

No Patient or Public Contribution as this study explored health professionals' experiences only.

Advanced practice nursing in Europe—Results from a pan‐European survey of 35 countries

Abstract

Aim

To report the results of a mapping exercise by the European Federation of Nurses on current advanced practice nursing frameworks and developments across Europe.

Design

Online, cross-sectional, questionnaire study.

Methods

An online questionnaire was distributed among 35 national nurses' associations across Europe in March 2021. The questionnaire solicited input on 60 items concerning key features of advanced practice nursing, intending to map existing developments and better understand the current state of advanced practice nursing in Europe. Data analysis used descriptive statistics, including counts and percentages, tabulation; open-text responses were handled with thematic synthesis techniques.

Results

The definition, sense-making and operationalization of advanced practice nursing vary across Europe. Important variations were noted in the definition and requirements of advanced practice nursing, resulting in different views on the competencies and scope of practice associated with this role. Importantly, the level of education and training required to qualify and practice as an advanced practice nurse varies across European countries. Furthermore, only 11 countries reported the existence of a national legislation establishing minimum educational requirements.

Conclusion

Significant variation exists in how countries define advanced practice nursing and how it is regulated at academic and practice levels. More research is needed to clarify whether this variation results from designing models of advanced practice nursing that work in different contexts; and what impact a standardized regulatory framework could have to grow the volume of advanced practice nurses across Europe.

Impact

The current paper exposes the lack of clarity on the development and implementation of advanced practice nursing across Europe. We found significant variation in the definition, recognition, regulation and education of advanced practice nurses. Our data are essential to policymakers, professional associations and employers to ensure a coordinated and systematic effort in the consistency and ongoing development of advanced practice nurses across Europe.

Patient or Public Contribution

No patient or public contribution applied; the participants were national nurses' associations.

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