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AnteayerInternacionales

Harnessing Machine Learning to Predict Nurse Turnover Intention and Uncover Key Predictors: A Multinational Investigation

ABSTRACT

Aims

To predict nurses' turnover intention using machine learning techniques and identify the most influential psychosocial, organisational and demographic predictors across three countries.

Design

A cross-sectional, multinational survey design.

Methods

Data were collected from 1625 nurses in the United States, Türkiye and Malta between June and September 2023 via an online survey. Twenty variables were assessed, including job satisfaction, psychological safety, depression, presenteeism, person-group fit and work engagement. Turnover intention was transformed into a binary variable using unsupervised machine learning (k-means clustering). Six supervised algorithms—logistic regression, random forest, XGBoost, decision tree, support vector machine and artificial neural networks—were employed. Model performance was evaluated using accuracy, precision, recall, F1 score and Area Under the Curve (AUC). Feature importance was examined using logistic regression (coefficients), XGBoost (gain) and random forest (mean decrease accuracy).

Results

Logistic regression achieved the best predictive performance (accuracy = 0.829, f1 = 0.851, AUC = 0.890) followed closely by support vector machine (polynomial kernel) (accuracy = 0.805, f1 0.830, AUC = 0.864) and random forest (accuracy = 0.791, f1 = 0.820, AUC = 0.859). In the feature importance analysis, job satisfaction consistently emerged as the most influential predictor across all models. Other key predictors identified in the logistic regression model included country (USA), work experience (6–10 years), depression and psychological safety. XGBoost and random forest additionally emphasised the roles of work engagement, group-level authenticity and person–group fit. Job-stress-related presenteeism was uniquely significant in XGBoost, while depression ranked among the top predictors in both logistic regression and random forest models.

Conclusion

Machine learning can effectively predict turnover intention using multidimensional predictors. This methodology can support data-driven decision-making in clinical retention strategies.

Impact

This study provides a data-driven framework to identify nurses at risk of turnover. By integrating machine learning into workforce planning, healthcare leaders can develop targeted, evidence-based strategies to enhance retention and improve organisational stability.

Reporting Method

This study adhered to STROBE reporting guideline.

Patient and Public Contribution

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

A Prospective Cohort Study of Technique and Technology Used to Improve First Time PIVC Insertion Success in Hospitalised Paediatric Patients

ABSTRACT

Aim(s)

To determine the association between patient characteristics, techniques, and technologies with first-time peripheral intravenous catheter insertion in paediatric acute care.

Design

Single-centre, prospective cohort study.

Methods

Data on patient, provider, and peripheral intravenous catheter insertion characteristics were collected at a large quaternary paediatric hospital in Queensland, Australia. Inpatients aged 0 to ≤ 18 years requiring a peripheral intravenous catheter or who had one inserted in the last 24 h, were eligible. Proportionate stratified random sampling was used. Generalised linear regression with modified Poisson regression assessed associations between patient variables (e.g., age) and first-time insertion success, along with technique (e.g., inserting clinician) and technology (e.g., ultrasound) variables. Models were adjusted for confounding variables identified through direct acyclic graphs.

Results

199 children required 250 peripheral intravenous catheters (July 2022–September 2023). In the adjusted model, each year of age increase and every 5-kg increase in weight were associated with higher first-time insertion success. Children with a history of prematurity had an increased risk of first-time insertion failure. Vascular access specialists were more likely to succeed on the first attempt, as was ultrasound-guidance when adjusted for difficult intravenous access risk.

Conclusion

We identified techniques (expert clinicians) and technologies (ultrasound guidance) that improve first-time insertion success in paediatric patients.

Implications

A multi-faceted approach combining technique (clinician), technology (ultrasound guidance), and standardised policy can improve first-time peripheral intravenous catheter insertion. These strategies minimise patient discomfort, trauma, and emotional distress, enhancing the overall healthcare experience for children and their families.

Impact

This study emphasises the need to standardise healthcare policies and training, incorporating clinician expertise and ultrasound guidance to improve first-time insertion success, particularly for high-risk patients.

Reporting Method

The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE).

Patient or Public Contribution

No Patient or Public Contribution.

Trial Registration

Australia New Zealand Clinical Trials Registry, ACTRN12622000034730

Postpartum Contraceptive Care: A Qualitative Study of Australian Child and Family Health Nurses' Experiences

ABSTRACT

Aim

To address the gap in existing postpartum care literature by gaining an in-depth understanding of Australian child and family health nurses' experiences of providing postpartum contraceptive care.

Design

A qualitative exploratory study design, using semi-structured interviews.

Methods

Convenience and snowballing sampling methods were employed to recruit child and family health nurses currently practising in Australia. Semi-structured interviews were conducted with 15 nurses in July 2023, and data were analysed using reflexive thematic analysis as outlined by Braun and Clarke. The consolidated criteria for Reporting Qualitative research checklist were used to support the research process.

Results

Despite their frequent contact with postpartum women and acknowledging the importance of postpartum contraceptive care, most participants did not commonly discuss contraception or family planning with mothers and did not feel it was part of their role to do so. Participants cited role ambiguity, limited knowledge of postpartum contraception, lack of clinical practice guidance, time constraints, and competing priorities as contributing to inconsistencies in postpartum contraceptive care provision.

Conclusion

This study highlights critical gaps in the provision of postpartum contraceptive care by child and family health nurses in Australia and underscores the need for systemic changes to promote postpartum contraceptive care as a key component of routine maternal health services.

Implications for the Profession and Patient Care

This study provides actionable evidence for improving the delivery of postpartum contraceptive care, ensuring women are provided with accurate information about their options, and supporting contraceptive uptake to reduce the incidence of short interpregnancy intervals.

Impact

Our findings provide practical guidance relevant for healthcare policy and practice, emphasising the need to enhance child and family health nurses training in reproductive health, develop clear clinical practice guidelines, and address systemic barriers such as time constraints to improve the provision of postpartum contraceptive care and support women's reproductive health needs.

Reporting Method

Standards for reporting qualitative research (SRQR).

Patient or Public Contribution

No patient or public contribution.

Effectiveness of Multidisciplinary Transitional Care Interventions on Functional Status, Quality of Life and Readmission Rates in Stroke Patients: A Systematic Review and Meta‐Analysis

ABSTRACT

Aim

To evaluate the effectiveness of multidisciplinary transitional care interventions on functional status, quality of life and readmission rates of stroke patients.

Design

Quantitative systematic review and meta-analysis.

Methods

Studies with interventions to ease the hospital-to-home transition of stroke patients that were delivered by multidisciplinary teams consisting of registered healthcare professionals from at least two disciplines were included. Cochrane Risk of Bias tool was used for quality appraisal.

Data Sources

Seven electronic databases (PubMed, Embase, Cochrane Library, Cumulative Index to Nursing and Allied Health Literature, PsycINFO, Scopus and Web of Science) were searched for randomised controlled trials delivering transitional care interventions to hospitalised stroke patients.

Results

Thirty-one randomised controlled trials were included in the final review. The studies featured multidisciplinary teams of two to nine professionals, most commonly nurses, physicians and physiotherapists. Although multidisciplinary care improved functional status and quality of life scores, the impact on readmission rates was inconclusive. Meta-analysis revealed significant improvements in functional status when care involved physicians, care coordinators (often nurses) or had teams of more than two healthcare professionals. Significant improvement in quality of life was also reported when care involved physicians or in teams with more than two healthcare professionals.

Conclusions

Multidisciplinary transitional care interventions show promise in improving functional status and quality of life after stroke. Their effectiveness depends on team composition and coordination, particularly the inclusion of physicians and care coordinators. Future research should address reporting gaps and evaluate broader strategies to reduce hospital readmissions.

Implications for Profession and Patient Care

Impact (Addressing)

What problem did the study address? ○

The effectiveness of multidisciplinary transitional care interventions for stroke patients.

Evaluated the role of various healthcare professionals within these teams.

What were the main findings? ○

Multidisciplinary transitional care interventions significantly enhance stroke patients' functional status, especially within the first 3 months.

Teams with care coordinators (often nurses) and supportive physicians improve functional outcomes, with effective communication being crucial despite underreporting of specific practices.

Teams comprising of more than two health professionals can significantly improve stroke patients' functional status.

Where and on whom will the research have an impact? ○

Healthcare institutions and providers: The findings can guide healthcare institutions in developing and implementing effective transitional care services for stroke patients.

Stroke patients: Patients receiving multidisciplinary transitional care are likely to experience enhanced functional recovery and improved ability to perform daily activities.

Policymakers and researchers: The study highlights the need for more detailed reporting and research on communication practices within multidisciplinary teams and the importance of evaluating underreported outcomes like readmission rates.

Reporting Method

Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) checklist.

Patient or Public Contribution

No Patient or Public Contribution.

Worse Nursing-Sensitive Indicators in Black-Serving Hospitals

imageBackground In hospitals that serve disproportionately patients of Black race, here termed Black-serving hospitals (BSH), nurse staffing is worse, mortality rates are higher, and nursing-sensitive indicators may be worse than in other hospitals, but this evidence has not been compiled. Objective The study objective was to examine whether nursing-sensitive indicators, which measure changes in patient health status directly affected by nursing care, differ in hospitals where Black patients predominantly access their care, as compared to other hospitals. Methods To fulfill the objective, a cross-sectional design using publicly available 2019 to 2022 Hospital Compare, 2019 Medicare Provider Analysis and Review (MEDPAR), and case mix index (CMI) file databases were used. Four nursing-sensitive indicators were evaluated: pressure ulcer, postoperative sepsis, perioperative pulmonary embolus/deep vein thrombosis, and death rate among surgical inpatients with serious treatable complications (“failure to rescue”) in hospitals classified into high, medium, and low BSHs according to the percentage of patients of Black race in the MEDPAR data. Mean outcome differences across BSH categories were assessed through analyses of variance and regression models, which controlled for hospital CMI. Results The 3,101 hospitals were predominantly urban nonteaching hospitals in metropolitan areas. Although 12% of hospitals had Magnet designation, BSHs were disproportionately Magnet (14%). The outcome rates were 0.59 for pressure ulcers, 3.38 for perioperative pulmonary embolus/deep vein thrombosis, 143.58 for failure to rescue, and 4.12 for sepsis. Rates were significantly higher for pressure ulcers, perioperative pulmonary embolus/deep vein thrombosis, and sepsis in high BSHs. The mean failure to rescue rate was similar across low-to-high BSHs and did not show significant differences. These results were unchanged in models adjusting for CMI. Discussion The evidence suggests that several nursing-sensitive indicators are worse in high BSHs. Research linking nursing-sensitive indicators to nursing resources such as staffing is needed to explicate the mechanism underlying these findings. Poorer nursing-sensitive indicators in combination with poorer nurse staffing in high BSHs presents a priority for policy and management intervention.

An Evidence‐Based Safe Sleep Program Is Associated With Less Infant Sleep‐Related Deaths

ABSTRACT

Background

Sudden unexpected infant death (SUID) is a leading cause of infant mortality in the United States. Hospitals have implemented infant safe sleep programs with varying measures and degrees of success, but few have demonstrated improvements in hospital-based and home safe sleep practices with nurse subject matter experts (SMEs) and community SUID prevention campaigns.

Aims

This project evaluated the impact of a state-wide, evidence-based infant safe sleep program for birthing hospitals using nurse SMEs and a community awareness campaign on nurse knowledge, safe sleep environments, and trends in infant sleep-related deaths.

Methods

Between 2016 and 2021, a pre- and post-test quality improvement intervention-based design was used to enroll hospitals and train and embed SMEs to educate peers, conduct practice surveillance and audits, and address practice deviations. A website housed comprehensive resources, and a large-scale community-based social and print media campaign on safe sleep practices occurred. Nurse and practice data from 12 hospitals that fully implemented the program were compared pre- and post-implementation. State-wide survey data for key safe sleep indicators reported by parents were compared from our 12 birthing hospitals to other facilities.

Results

Of trained nurses (N = 902), 83.4% reported making substantial or exceptional progress in being proactive in surveillance of safe sleep environments. Pre- and post-implementation environmental audits showed a significantly higher proportion of infants in safe sleep positions post-implementation (94.3%) than pre-implementation (89.6%) (p = 0.001). Statewide survey data from birth parents discharged from our program hospitals significantly outperformed those discharged from other state facilities. Multi-media campaigns resulted in over 1.4 million impressions on our website. Sleep-related deaths for infants born at four program hospitals dropped 16.1% from 31 in 2018 to 26 in 2021.

Linking Evidence to Action

A safe sleep program improved hospital-based nurses' knowledge and practice and birth parent's knowledge and behaviors, and it was associated with a decrease in infant sleep-related deaths.

Randomized Trial of Group Postpartum Care Model Improves Knowledge and Clinical Outcomes

imageBackground In sub-Saharan Africa, the risk of obstetric complications remains high throughout the postpartum period. Objective We developed and tested a novel, integrated model of group postpartum care titled Focused-Postpartum Care (Focused-PPC) to improve outcomes. In this paper, we report clinical outcomes of participants in the intervention arm and differences in knowledge of postbirth warning signs among those in the intervention and control arms. Methods Focused-PPC encompassed recommended clinical assessments, targeted education, and peer support up to 1 year after birth. Focused-PPC was implemented as a parallel randomized controlled trial involving 192 postpartum women across four health centers in Tamale, Ghana, from February 2022 to August 2023. Eligible participants 18 years or older with a live birth were randomly assigned to either the Focused-PPC intervention arm or the control arm at a 1:1 allocation and were not blinded to their allocation. At each health center, 48 participants were allocated to either an intervention or control arm. Focused-PPC groups in the intervention arm consisted of eight participants per group. Participants in the intervention arm received the Focused-PPC integrated group model of care. Participants in the control arm received the standard of postnatal care already administered at each health center. Results Baseline analysis included 96 participants from the control arm and 91 participants from the intervention arm. We found that vital signs and clinical outcomes were relatively stable; however, incidences of hypertension substantially decreased among participants in the intervention arm. By 3 months postbirth, most participants in the intervention arm were able to identify all postbirth warning signs and retain this knowledge compared to the control arm. Those in the intervention arm were also knowledgeable of more warning signs at each time point compared to the control arm. Discussion An integrated, evidence-based approach to postpartum care, such as Focused-PPC, has potential to increase knowledge and improve clinical outcomes among mothers in Ghana.

Reflection Supports Newly Graduated Nurses' Professional Development When Transitioning Into Practice

ABSTRACT

Aim

To describe newly graduated nurses' experiences of reflection as a support for professional development during the initial months of their transition while caring for patients in a hospital setting.

Design

A qualitative descriptive design.

Methods

Four focus groups with 20 newly graduated nurses participating in a professional development programme at aregion in Sweden were conducted in 2023. The data were analysed using qualitative content analysis.

Findings

The analysis identified one main category: Reflection supports newly graduated nurses' professional development during their transition. This main category includes three generic categories: (1) Reflection with peers in a regularly structured dialogue group strengthens the professional role; (2) reflection with experienced healthcare instructors in learning activities enhances the mastery of care tasks; and (3) reflection with experienced colleagues in the workplace enhances task performance. Structured reflection in dialogue groups and interactive learning activities within the Professional Development Programme facilitated deeper reflections on caring experiences.

Conclusions

Newly graduated nurses reported that regularly structured reflection, adequate space, and established trust were essential to their professional development. While the professional development programme provided opportunities, variations in the workplace environment led to unequal conditions for reflective practice.

Implications for the Profession

Addressing the need for reflection among newly graduated nurses is crucial for organisations to facilitate their transition. Establishing structures for reflection on caring experiences within introduction programmes can support their professional development.

Impact

Reflective practice in complex and challenging hospital settings can support the professional development of newly graduated nurses.

Reporting Method

The Consolidated Criteria for Reporting Qualitative Research (COREQ) was adhered to.

Patient or Public Contributions

No patient or public contributions.

Study Protocol Evaluating Breastfeeding for Mother–Infant Dyads Experiencing Infant Ankyloglossia

imageBackground Tongue-tie is associated with nipple pain and early breastfeeding cessation. To date, research has been limited by small sample sizes and a dearth of evidence on the effects of tongue-tie on infant feeding symptoms and physiologic breastfeeding mechanics. Objectives In this article, we describe the protocol for our study exploring infant feeding, negative breastfeeding symptoms, maternal anatomy, and physiologic sucking data between infants with and without tongue-tie. Methods A prospective cohort study design is being employed. Over 8 weeks, three visits will be conducted with a sample of mothers and their infants without tongue-tie and a sample of mothers and their infants diagnosed with tongue-tie undergoing treatment via frenotomy. The aims of the study were to compare breastfeeding symptoms, breast anatomy, infant feeding symptoms, feeding efficiency, and nutritive sucking parameters between infants with and without tongue-tie, further comparing these metrics pretreatment and posttreatment via frenotomy with the non-tongue-tied age-matched counterparts. Results This study is currently ongoing. Discussion Tongue-tie is an everyday problem; clear guidelines are needed to decide whether to treat it. This novel, innovative, and multidisciplinary research study aims to fill critical gaps in understanding the physiological and functional effects of tongue-tie on breastfeeding, offering evidence to inform better clinical decisions and support effective interventions.

An Acceptability and Feasibility Study of a Nurse‐Led Model of Contraception and Abortion Care in Rural General Practice

ABSTRACT

Aim

To assess the acceptability and perceived feasibility of integrating a co-designed nurse-led model of contraception and medication abortion care within rural and regional general practices.

Design

Qualitative exploratory design utilising Sidani and Braden's indicators of acceptability and feasibility.

Methods

We conducted semi-structured interviews with 12 practice nurses, 8 general practitioners and 3 practice managers who currently or previously worked in rural, regional or remote general practice. Participants were recruited purposively through social media, partner organisation newsletters and snowballing. During the interview, participants were presented with an overview of the co-designed model of care and asked specific questions to gain feedback on its acceptability and perceived feasibility. Data were analysed in NVivo using template analysis and iterative categorisation. Findings were mapped according to Sidani and Braden's indicators of acceptability and feasibility.

Results

Three overarching themes were identified: nurses are acceptable providers, factors influencing the feasibility of the model and factors supporting greater feasibility of the model. Participants found the nurse-led model acceptable, describing nurses as suitable and sometimes preferred providers of long-acting reversible contraception and abortion care in rural and regional settings. They also perceived the model as feasible, citing similarities to existing care processes such as infant immunisations and chronic disease management, contributing to its feasibility. However, contextual factors such as the need to adapt the model to each clinic and patient's unique needs, foster strong general practitioner–practice nurse professional relationships and ensure that staff have shared values and adequate training for contraception and abortion provision were described as critical for feasibility.

Conclusion

Overall, participants found the nurse-led model of care to be acceptable and feasible for implementation in rural and regional general practices. This perception carries important implications for policy and practice, highlighting the need for supportive policies to enhance the effectiveness of such models across Australian general practice.

Implications for the Profession and Patient Care

Our findings emphasise the need for initiatives aimed at addressing inadequate funding for nurse-led care, improving documentation of this care, enhancing understanding among general practitioners and nurses regarding the scope of practice for practice nurses, and overcoming training barriers specific to rural areas. These measures are essential for enabling nurse-led models of contraception and medication abortion to function effectively in practice.

Reporting Method

This paper is reported according to the consolidated criteria for reporting qualitative research (COREQ) guidelines.

Patient or Public Contribution

Two consumer representatives contributed to the development of the co-design methodology as members of the ORIENT Intervention Advisory Group Governance Committee.

Poorer Nurse Staffing in Black-Serving Hospitals

imageBackground Patients in hospitals that serve disproportionately patients of Black race have worse outcomes than patients in other hospitals, but the modifiable nursing factors that may contribute to such disparities have not been explored. Objective The study objective was to examine whether nurse staffing differs in hospitals that serve predominantly patients of Black race (Black-serving hospitals) as compared to other hospitals. Methods A cross-sectional correlational design using a nurse survey in a national hospital sample was used to fulfill the study objective. Nurse staffing was measured as the maximum number of patients cared for on the last shift from the 2015 annual registered nurse survey conducted in National Database of Nursing Quality Indicators hospitals. Hospitals were classified into subgroups of low, medium, and high percentages of patients of Black race using the 2019 Medicare Provider Analysis and Review database. Results In survey data from 179,336 registered nurses in 574 hospitals, nurse staffing was significantly worse in high-Black-serving hospitals as compared to medium- and low-Black-serving hospitals. In Poisson regression models that adjusted for nursing unit type and hospital characteristics, nurses in high-Black-serving hospitals and medium-Black-serving hospitals had more patients-per-nurse than did nurses in low-Black-serving hospitals. Discussion Small, statistically significant differences in nurse staffing that are worse in hospitals where Black patients disproportionately access their care were found using nurse survey data accounting for nursing unit type. The poorer nurse staffing in Black-serving hospitals may compromise the care and outcomes of the seven in 10 hospitalized Black older adults who receive care in Black-serving hospitals. The consequences for patient outcome disparities of poorer nurse staffing in Black-serving hospitals deserve investigation. Policies to increase nurse staffing in hospitals serving a higher proportion of patients of Black race are needed to contribute to efforts to reduce health disparities.

Metabolic Pathways Associated With Obesity and Hypertension in Black Caregivers of Persons Living With Dementia

imageBackground In the United States, Black adults have the highest prevalence of obesity and hypertension, increasing their risk of morbidity and mortality. Caregivers of persons with dementia are also at increased risk of morbidity and mortality due to the demands of providing care. Thus, Black caregivers—who are the second largest group of caregivers of persons with dementia in the United States—have the highest risks for poor health outcomes among all caregivers. However, the physiological changes associated with multiple chronic conditions in Black caregivers are poorly understood. Objectives In this study, metabolomics were compared to the metabolic profiles of Black caregivers with obesity, with or without hypertension. Our goal was to identify metabolites and metabolic pathways that could be targeted to reduce obesity and hypertension rates in this group. Methods High-resolution, untargeted metabolomic assays were performed on plasma samples from 26 self-identified Black caregivers with obesity, 18 of whom had hypertension. Logistic regression and pathway analyses were employed to identify metabolites and metabolic pathways differentiating caregivers with obesity only and caregivers with both obesity and hypertension. Results Key metabolic pathways discriminating caregivers with obesity only and caregivers with obesity and hypertension were butanoate and glutamate metabolism, fatty acid activation/biosynthesis, and the carnitine shuttle pathway. Metabolites related to glutamate metabolism in the butanoate metabolism pathway were more abundant in caregivers with hypertension, while metabolites identified as butyric acid/butanoate and R-(3)-hydroxybutanoate were less abundant. Caregivers with hypertension also had lower levels of several unsaturated fatty acids. Discussion In Black caregivers with obesity, multiple metabolic features and pathways differentiated among caregivers with and without hypertension. If confirmed in future studies, these findings would support ongoing clinical monitoring and culturally tailored interventions focused on nutrition (particularly polyunsaturated fats and animal protein), exercise, and stress management to reduce the risk of hypertension in Black caregivers with obesity.

Association of Gut Microbiota With Fatigue in Black Women With Polycystic Ovary Syndrome

imageBackground Fatigue is a highly prevalent symptom for individuals with polycystic ovary syndrome (PCOS); however, characterization of fatigue and investigation into the gut microbiome—a pathway that may contribute to fatigue—remains inadequately explored in Black women with PCOS. Objectives The purpose of this cross-sectional study was to examine fatigue and its relationship to the gut microbiome in adult Black women with PCOS. Methods Adult Black women with a diagnosis of PCOS were recruited for this cross-sectional study. The Multidimensional Fatigue Inventory-20 (MFI-20) and the PROMIS Fatigue Short Form were used to measure fatigue. The V3/V4 region of the bacterial 16S rRNA gene was sequenced to investigate gut microbial composition. Relative abundance and diversity values were calculated. Results We found that Black women with PCOS experience mild to moderate levels of fatigue. An inverse relationship between fatigue scores and alpha diversity values was found for the gut microbiome. We also found distinct beta diversity profiles based on fatigue. Lastly, when controlling for hypertension and body mass index, Ruminococcus bromii, Blautia obeum, Roseburia, and HT002 were associated with three subscales of the MFI-20. Discussion Black women with PCOS experience mild to moderate fatigue. Clinicians should be cognizant of this population’s increased risk for fatigue to adequately address their healthcare needs. We also found that gut microbial composition was associated with fatigue in Black women with PCOS. Specifically, a higher relative abundance of certain gut bacteria involved in short-chain fatty acid production and anti-inflammatory pathways was correlated with lower fatigue levels. Future studies should further investigate the link between the gut microbiome and fatigue to determine whether this relationship is causal as better insight could inform tailored diet and exercise interventions to alter the gut microbiome and reduce fatigue.

Validation of an Oral Health Tool for Clinicians to Screen Patients With Cardiovascular Disease

ABSTRACT

Aims

To develop and validate a screening tool to identify patients with cardiovascular disease at risk of poor oral health and requiring referrals.

Design

This study was part of a larger pilot study involving a cross-sectional survey and an oral health assessment conducted with patients with cardiovascular disease.

Methods

A four-item screening tool was developed by an expert panel and validated through a cross-sectional survey of patients with cardiovascular disease. The survey contained the tool and the oral health impact profile (OHIP-14) (first gold standard). Additionally, all survey participants were provided a clinical oral health assessment (second gold standard). Sensitivity and specificity analysis was undertaken comparing the tool to the two gold standards to assess patients with cardiovascular disease at risk of poor oral health.

Results

Three hundred and twenty-one participants completed the cross-sectional survey and eighty nine undertook the oral health assessment. Results from both approaches showed that the tool had high sensitivities (OHIP-14 = 89%, Oral assessment = 88%) and low specificities (OHIP-14 = 33% and Oral assessment = 24%).

Conclusion

The four-item screening tool is a simple and valid tool to identify patients with cardiovascular disease at risk of poor oral health and requiring a dental referral. The tool could be incorporated into routine practice of nurses across various cardiac settings.

Exploring the Experiences and Perceptions of the Utilisation of Structured Clinical Handover Frameworks by Nurses Working in Acute Care Settings: A Scoping Review

ABSTRACT

Background

There is increased interest in implementing structured clinical handover frameworks to improve clinical handover processes. Research postulates that structured clinical handover frameworks increase the quality of handovers; yet inconsistencies enacting these frameworks exist which has a potential to jeopardise the quality of communication during handovers thereby defeating the purpose of these frameworks.

Aim

This scoping review aims to analyse and synthesise what is currently known of the nurses' experiences and perceptions in implementing structured clinical handover frameworks and identify knowledge gaps in relation to this topic area.

Design

A scoping review guided by the PRISMA-ScR checklist.

Methods

A systematic search of five electronic databases was undertaken to identify peer-reviewed primary research studies which met the predetermined eligibility criteria. In total, 301 studies were imported into COVIDENCE, screened and assessed for eligibility resulting in 23 studies remaining. From the eligible studies, data was extracted, collated, appraised, summarised and interpreted.

Data Sources

MEDLINE, CINHAL, ProQuest, EMCARE, Web of Science and Informit.

Results

Twenty three studies were included in this review which yielded the following major themes: (1) quality and completeness of information transfer; (2) interprofessional collaboration; (3) challenges impacting the experience of implementing the structured clinical handover frameworks and (4) perceived impacts on quality, patient safety and health outcomes.

Conclusion

There are key benefits and issues experienced and perceived by nurses implementing structured clinical handover frameworks and this review identifies opportunities for further improvements. Future research should explore the perceived associations with patient outcomes.

Relevance to Clinical Practice

This review highlights the importance of structured clinical handover frameworks, the nurses' experiences in implementing these frameworks and strategies to improve the effectiveness of these frameworks.

Patient or Public Contributions

No Patient or Public Contributions as this study is a review of published primary evidence.

Exploring the barriers, facilitators and needs to use patient outcomes in district nursing care: A multi‐method qualitative study

Abstract

Aim and Objectives

To provide an in-depth insight into the barriers, facilitators and needs of district nurses and nurse assistants on using patient outcomes in district nursing care.

Background

As healthcare demands grow, particularly in district nursing, there is a significant need to understand how to systematically measure and improve patient outcomes in this setting. Further investigation is needed to identify the barriers and facilitators for effective implementation.

Design

A multi-method qualitative study.

Methods

Open-ended questions of a survey study (N = 132) were supplemented with in-depth online focus group interviews involving district nurses and nurse assistants (N = 26) in the Netherlands. Data were analysed using thematic analysis.

Results

Different barriers, facilitators and needs were identified and compiled into 16 preconditions for using outcomes in district nursing care. These preconditions were summarised into six overarching themes: follow the steps of a learning healthcare system; provide patient-centred care; promote the professional's autonomy, attitude, knowledge and skills; enhance shared responsibility and collaborations within and outside organisational boundaries; prioritise and invest in the use of outcomes; and boost the unity and appreciation for district nursing care.

Conclusions

The preconditions identified in this study are crucial for nurses, care providers, policymakers and payers in implementing the use of patient outcomes in district nursing practice. Further exploration of appropriate strategies is necessary for a successful implementation.

Relevance to clinical practice

This study represents a significant step towards implementing the use of patient outcomes in district nursing care. While most research has focused on hospitals and general practitioner settings, this study focuses on the needs for district nursing care. By identifying 16 key preconditions across themes such as patient-centred care, professional autonomy and unity, the findings offer valuable guidance for integrating a learning healthcare system that prioritises the measurement and continuous improvement of patient outcomes in district nursing.

Reporting Method

Consolidated Criteria for Reporting Qualitative Research (COREQ) guidelines.

Patient of Public Contribution

No patient or public contribution.

Implementation of an external female urinary catheter strategy on prevention of skin breakdown in acute care: A quality improvement study

Abstract

Aim(s)

To evaluate the incidence of skin-related complications attributable to incontinence-associated dermatitis (IAD) using an external female urinary catheter device strategy for urinary incontinent (UI) patients in acute care.

Design

Multicenter quality improvement study.

Methods

Randomized allocation of two commercially available external female urinary catheter devices was used in hospitalized UI female patients. Daily nursing skin assessments were documented in the electronic health record before, during and after external catheter device application. Methods and results were reported following SQUIRE guidelines.

Results

Three hundred and eighty-one patients from 57 inpatient care units were included in the analysis. Both catheter devices were associated with an overall low risk (5 %) of new or worsening skin breakdown.

Conclusion

The overall benefit of external catheters is most persuasive for skin integrity, rather than infection prevention.

Impact

Significant negative outcomes are associated with UI patients. External female urinary catheters are a non-invasive alternative strategy to reduce exposure of regional skin to urine contamination and IAD-related skin complications. Use of external female urinary catheters in hospitalized UI female patients offers low risk (5%) of new or worsening overall skin breakdown.

Patient Contribution

Hospitalized UI female patients were screened for external catheter device eligibility by the bedside nurse. The quality improvement review committee waved consent because the intervention was considered standard care.

Listen to me, I really am sick! Patient and family narratives of clinical deterioration before and during rapid response system intervention

Abstract

Aim

To explore patient and family narratives about their recognition and response to clinical deterioration and their interactions with clinicians prior to and during Medical Emergency Team (MET) activations in hospital.

Background

Research on clinical deterioration has mostly focused on clinicians' roles. Although patients and families can identify subtle cues of early deterioration, little research has focused on their experience of recognising, speaking up and communicating with clinicians during this period of instability.

Design

A narrative inquiry.

Methods

Using narrative interviewing techniques, 33 adult patients and 14 family members of patients, who had received a MET call, in one private and one public academic teaching hospital in Melbourne, Australia were interviewed. Narrative analysis was conducted on the data.

Results

The core story of help seeking for recognition and response by clinicians to patient deterioration yielded four subplots: (1) identifying deterioration, recognition that something was not right and different from earlier; (2) voicing concerns to their nurse or by family members on their behalf; (3) being heard, desiring a response acknowledging the legitimacy of their concerns; and (4) once concerns were expressed, there was an expectation of and trust in clinicians to act on the concerns and manage the situation.

Conclusion

Clinical deterioration results in an additional burden for hospitalised patients and families to speak up, seek help and resolve their concerns. Educating patients and families on what to be concerned about and when to notify staff requires a close partnership with clinicians.

Implications for the Profession and/or Patient Care

Clinicians must create an environment that enables patients and families to speak up. They must be alert to both subjective and objective information, to acknowledge and to act on the information accordingly.

Reporting Method

The consolidated criteria for reporting qualitative research (COREQ) guidelines were used for reporting.

Patient or Public Contribution

The consumer researcher was involved in design, data analysis and publication preparation.

Nurse and midwife involvement in task‐sharing and telehealth service delivery models in primary care: A scoping review

Abstract

Aim

To synthesise and map current evidence on nurse and midwife involvement in task-sharing service delivery, including both face-to-face and telehealth models, in primary care.

Design

This scoping review was informed by the Joanna Briggs Institute (JBI) Methodology for Scoping Reviews.

Data Source/Review Methods

Five databases (Ovid MEDLINE, Embase, PubMed, CINAHL and Cochrane Library) were searched from inception to 16 January 2024, and articles were screened for inclusion in Covidence by three authors. Findings were mapped according to the research questions and review outcomes such as characteristics of models, health and economic outcomes, and the feasibility and acceptability of nurse-led models.

Results

One hundred peer-reviewed articles (as 99 studies) were deemed eligible for inclusion. Task-sharing models existed for a range of conditions, particularly diabetes and hypertension. Nurse-led models allowed nurses to work to the extent of their practice scope, were acceptable to patients and providers, and improved health outcomes. Models can be cost-effective, and increase system efficiencies with supportive training, clinical set-up and regulatory systems. Some limitations to telehealth models are described, including technological issues, time burden and concerns around accessibility for patients with lower technological literacy.

Conclusion

Nurse-led models can improve health, economic and service delivery outcomes in primary care and are acceptable to patients and providers. Appropriate training, funding and regulatory systems are essential for task-sharing models with nurses to be feasible and effective.

Impact

Nurse-led models are one strategy to improve health equity and access; however, there is a scarcity of literature on what these models look like and how they work in the primary care setting. Evidence suggests these models can also improve health outcomes, are perceived to be feasible and acceptable, and can be cost-effective. Increased utilisation of nurse-led models should be considered to address health system challenges and improve access to essential primary healthcare services globally.

Reporting Method

This review is reported against the PRISMA-ScR criteria.

Patient or Public Contribution

No patient or public contribution.

Protocol registration

The study protocol is published in BJGP Open (Moulton et al., 2022).

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