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Nurses' intention and attitude to participate in advance care planning: An extended theory of planned behaviour using structural equation modelling–A cross‐sectional study

Abstract

Aims

This study aimed to investigate the factors influencing nurses' intentions to participate in advance care planning (ACP) by examining the mediating roles of attitude, subjective norm, and perceived behavioural control in the relationship between knowledge and intention, using an extended theory of planned behaviour and structural equation modelling.

Methods

A descriptive cross-sectional survey was conducted between January and April 2023, involving 515 registered nurses, selected through two-stage sampling. Data were collected using a self-administered online survey distributed via the internal communication system of hospital. Structural equation Modelling was employed to analyse the relationships among knowledge, attitude, subjective norm, perceived behavioural control and intention to participate in ACP.

Results

The results supported two hypotheses regarding the relationships between knowledge, attitude, subjective norm, perceived behavioural control, and intention (p < 0.05). While the direct effect of knowledge on intention was not significant (β = 0.087, p = 0.292), the total indirect effect through attitude, subjective norm and perceived behavioural control was significant (β = 0.449, p < 0.001), accounting for approximately 83.77% of the total effect on intention. This underscores the critical role of these mediators in influencing nurses' intention to participate in ACP.

Conclusions

This study highlights the significant indirect influence of knowledge on nurses' intentions to participate in ACP through attitude, subjective norms and perceived behavioural control. These findings suggest that targeted educational is needed to enhance ACP participation among nurses.

Implications for the Profession and/or Patient Care

Understanding the role of attitude, subjective norm and perceived behavioural control can enhance nursing practice. Creating supportive environments and promoting interdisciplinary collaboration are crucial. Professional development through training, mentorship and role modelling can empower nurses in ACP. Comprehensive programs that increase knowledge and foster positive attitudes are essential for advancing ACP practice among nurses.

Impact

Educational programs aimed at nurses should include components designed to strengthen knowledge and the identified mediators, equipping nurses with the necessary ACP skills. Organizational support through appropriate policy frameworks can facilitate these educational endeavours and ensure a sustainable impact on practice.

Reporting Method

The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist for cross-sectional studies.

A nomogram‐based prediction model for dysphagia in patients with chronic obstructive pulmonary disease: A cross‐sectional study

Abstract

Aim and Objectives

To investigate the prevalence of dysphagia in patients with COPD, identify the risk factors for dysphagia, develop a visual clinical prediction model and quantitatively predict the probability of developing dysphagia.

Background

Patients with COPD are at high risk of dysphagia, which is strongly linked to the acute exacerbation of their condition. The use of effective tools to predict its risk may contribute to the early identification and treatment of dysphagia in patients with COPD.

Design

A cross-sectional design.

Methods

From July 2021 to April 2023, we enrolled 405 patients with COPD for this study. The clinical prediction model was constructed according to the results of a univariate analysis and a logistic regression analysis, evaluated by discrimination, calibration and decision curve analysis and visualized by a nomogram. This study was reported using the TRIPOD checklist.

Results

In total, 405 patients with COPD experienced dysphagia with a prevalence of 59.01%. A visual prediction model was constructed based on age, whether combined with cerebrovascular disease, chronic pulmonary heart disease, acute exacerbation of COPD, home noninvasive positive pressure ventilation, dyspnoea level and xerostomia level. The model exhibited excellent discrimination at an AUC of .879. Calibration curve analysis indicated a good agreement between experimental and predicted values, and the decision curve analysis showed a high clinical utility.

Conclusion

The model we devised may be used in clinical settings to predict the occurrence of dysphagia in patients with COPD at an early stage.

Relevance to Clinical Practice

The model can help nursing staff to calculate the risk probability of dysphagia in patients with COPD, formulate personalized preventive care measures for high-risk groups as soon as possible to achieve early prevention or delay of dysphagia and its related complications and improve the prognosis.

Patient or Public Contribution

No patient or public contribution.

A core competency evaluation index system for the graded use of clinical nurse specialists: A Delphi study

Abstract

Aims and Objectives

To describe a grading system that can be used to evaluate core competency of clinical nurse specialists (CNSs) at different levels.

Background

Evaluate core competence of CNSs at different levels reflects the quality of nursing and the development of the nursing profession.

Design

This research employed the Delphi method.

Methods

The STROBE checklist for observational cross-sectional studies was followed to report this research study. This study consisted of two main phases: a literature review and semistructured interviews. Individual semistructured interviews were conducted with 11 healthcare experts and two patients. Two rounds of questionnaire surveys were administered to 21 nursing experts using the Delphi method. The CNSs were classified as primary, intermediate or advanced based on their years of work, professional titles and educational qualifications.

Results

The graded competency evaluation system consisted of five first-level indicators (clinical practice, consulting guidance and teaching, scientific research innovation, management and discipline development, and ethical decision-making), 15 second level indicators, and 40 third-level indicators. The authority coefficients (Cr) of the experts were .865 and .901. The Kendall's concordance coefficients of the three-level indicators were .417, .289 and .316 for primary CNSs; .384, .294 and .337 for intermediate CNSs; and .489, .289 and .239 for advanced CNSs.

Conclusion

The graded use evaluation system in clinical practice initially involves a comprehensive evaluation of the core abilities of CNSs. This is a tool for cultivating and grading the abilities of specialised nurses that can promote a practical upwards spiral.

Relevance to Clinical Practice

The evaluation system can promote the scientific management and continuous improvement of CNSs in clinical nursing and can serve as a practical and objective reference for the effective management and development of CNSs.

Patient or Public Contribution

Patients participated in the data collection process, during which they shared their health-seeking experience with our research team.

Healthcare providers' attitudes and associated factors on palliative care referral: A qualitative systematic review and meta‐aggregation

Abstract

Background

Early referral to palliative care has been viewed as providing opportunity for accomplishing end-of-life care goals of life closure, comfortable dying and effective grieving. However, previous studies have shown that palliative care referrals are being made too late. Healthcare providers play important role in helping terminally ill patients to early access and being referred to palliative care. It is necessary to understand healthcare providers' attitudes on palliative care referral and associated factors regarding referrals.

Objectives

This review aimed to identify and synthesise healthcare providers' attitudes and associated factors on palliative care referrals systematically.

Design

A systematic review of qualitative evidence and meta-aggregation was conducted and guided according to PRISMA guideline.

Data sources

PubMed, CINAHL, PsycINFO, EMBASE, Web of Science and Cochrane databases from inception to 24 October 2022.

Results

Database searches yielded 5856 references. Twenty-two studies met eligibility criteria and of moderate to high methodological quality were included. Studies occurred in USA, UK, Australia and France with 716 healthcare providers participants were included. A total of 378 codings were finally extracted and integrated into 41 categories, forming three synthesised findings: (1) Healthcare providers' attitudes towards palliative care referrals, (2) the influence of subjective norms on palliative care referral behaviour and (3) perceived behavioural control on palliative care referral behaviour.

Conclusion

This review demonstrates a series of factors that affect the palliative care referrals, including the attitudes of healthcare providers, the participation of patients and families, the support of colleagues and supervisors, inter-professional collaboration, the availability of hospice resource, disease trajectory and socio-economic factors. Further research that addresses these factors and design relevant trainings on improving healthcare providers' attitudes, enhancing patient and family engagement, strengthening support networks and optimising resource allocation may aid to meet increasing demands of patients.

Relevance to Clinical Practice

This review not only guides healthcare providers in making better decisions about patient referrals by identifying and addressing barriers but also aids in the development of effective interventions that facilitate the early initiation of referrals.

Patient or Public Contribution

No patient or public contribution.

Emotional labour in nursing research: A bibliometric analysis

Abstract

Aim

This study aims to conduct a comprehensive bibliometric analysis to explore the trajectory and thematic developments of emotional labour research in nursing.

Design

Utilizing descriptive and bibliometric analysis techniques.

Methods

The data analysis and graphical presentation were conducted using the Bibliometrix Package in R software.

Data Sources

The Web of Science Core Collection (WoSCC) database was searched on October 20, 2023.

Results

From 1992 to 2023, 842 authors published relevant articles, yielding 779 author keywords. There has been a general upward trend in the number of articles published over the past 30 years, with an annual growth rate of 11.71%. Keyword co-occurrence cluster analysis revealed the main focus areas of research on emotional labour antecedents and consequences, regulatory modalities, training and education, as well as research methods and application scenarios.

Conclusion

Emotional labour significantly influences nursing staff's well-being and patient care outcomes. Effective management and education regarding emotional labour are crucial for enhancing nursing staff performance and patient care quality. Future research should focus on long-term effects, training efficacy, regulatory strategies across clinical settings, and innovative approaches to address current challenges.

Impact

This study provides valuable insights into the unique trajectory and thematic developments of emotional labour research in nursing. The findings underscore the importance of addressing emotional labour in nursing practice and education to improve patient care outcomes and nursing staff well-being.

Reporting Method

Adherence to recognized bibliometric reporting methods, following relevant EQUATOR guidelines.

No Patient or Public Contribution

This study is based solely on existing literature and did not involve patients or the public in its design, conduct, analysis, interpretation, or preparation.

Regulatory emotional self‐efficacy and self‐compassion mediate anxiety, depression, body image distress and subjective well‐being in women with polycystic ovary syndrome: A cross‐sectional study

Abstract

Aims

This study aims to investigate the mediating role of regulatory emotional self-efficacy and self-compassion in the relationship among anxiety, depression, body image distress and subjective well-being among women with polycystic ovary syndrome.

Design

A cross-sectional study.

Methods

The study recruited 510 women with polycystic ovary syndrome from a tertiary hospital affiliated with a university in Hunan Province, China. The study employed several tools to collect data, including the Generalized Anxiety Scale, the Patient Health Questionnaire-9, the Body Image States Scale, the Self-Compassion Scale, the Regulatory Emotional Self-Efficacy Scale and the Index of Well-being questionnaire. Data analysis was carried out using descriptive analysis, spearman correlation analysis, ordinary least squares regression and bootstrapping.

Results

The study's findings indicate that regulatory emotional self-efficacy and self-compassion both act as mediators in the connection between anxiety, depression, body image distress and subjective well-being among women with polycystic ovary syndrome.

Conclusion

The study emphasizes the significance of regulatory emotional self-efficacy and self-compassion in promoting well-being among women with polycystic ovary syndrome. It also implies that interventions targeted at enhancing these factors could potentially enhance the subjective well-being of women affected by PCOS.

Impact

Our study's primary contribution is to underscore the crucial mediating roles of regulatory emotional self-efficacy and self-compassion in the relationship among anxiety, depression, body image distress and subjective well-being. Our study indicates that clinical practitioners should prioritize improving the regulatory emotional self-efficacy and self-compassion of women with polycystic ovary syndrome, reducing their anxiety, depression and body image distress and improving their subjective well-being.

Reporting Method

This study was reported according to the Standards for Reporting Qualitative Research (SRQR).

Patient or Public Contribution

No patient or public contribution outside of participation in the actual study for purposes of data collection.

Duration and severity of COVID‐19 symptoms among primary healthcare workers: A cross‐sectional survey

Abstract

Aims

This study aims to investigate the epidemiological characteristics of COVID-19 infection among healthcare workers, including the severity, duration of infection, post-infection symptoms and related influencing factors.

Methods

A self-administered questionnaire was utilized to assess the post-infection status of primary healthcare workers in Jiangsu Province. The questionnaire collected information on demographic characteristics, lifestyle habits, post-infection clinical manifestations, work environment and recovery time of the respondents. Customized outcome events were selected as dependent variables and logistic regression models were employed to analyse the risk factors. Phi-coefficient was used to describe the relationship between post-infection symptoms.

Results

The analysis revealed that several factors, such as female, older age, obesity, previous medical history, exposure to high-risk environments and stress, were associated with a higher likelihood of experiencing more severe outcomes. On the other hand, vaccination and regular exercise were found to contribute to an earlier resolution of the infection. Among the post-infection symptoms, cough, malaise and muscle aches were the most frequently reported. Overall, there was a weak association among symptoms persisting beyond 14 days, with only cough and malaise, malaise and dizziness and headache showing a stronger correlation.

Conclusion

The study findings indicate that the overall severity of the first wave of infection, following the complete lifting of restrictions in China, was low. The impact on primary healthcare workers was limited, and the post-infection symptoms exhibited similarity to those observed in other countries. It is important to highlight that these conclusions are specifically relevant to the population infected with the Omicron variant.

Impacts

This study helps to grasp the impacts of the first wave of COVID-19 infections on healthcare workers in China after the national lockdown was lifted.

Patients

Primary healthcare workers in Jiangsu Province, including doctors, nurses, pharmacists and other personnel from primary healthcare units such as community health service centres and health centres.

The effect of work readiness on work well‐being for newly graduated nurses: The mediating role of emotional labor and psychological capital

Abstract

Objective

To investigate the relationship between work readiness and work well-being for newly graduated nurses and the mediating role of emotional labor and psychological capital in this relationship.

Methods

A cross-sectional survey was conducted in mainland China. A total of 478 newly graduated nurses completed the Work Readiness Scale, Emotional Labour Scale, Psychological Capital Questionnaire, and Work Well-being Scale. Descriptive statistical methods, Pearson correlation analysis, and a structural equation model were used to analyze the available data.

Results

Newly graduated nurses' work readiness was significantly positively correlated with work well-being (r = 0.21, p < 0.01), deep acting (r = 0.11, p < 0.05), and psychological capital (r = 0.18, p < 0.01). Emotional labor and psychological capital partially mediated the relationship between work readiness and work well-being. Additionally, emotional labor and psychological capital had a chain-mediating effect on the association.

Conclusions and Clinical Relevance

Work readiness not only affects newly graduated nurses' work well-being directly but also indirectly through emotional labor and psychological capital. These results provide theoretical support and guidance for the study and improvement of newly graduated nurses' work well-being and emphasize the importance of intervention measures to improve work readiness and psychological capital and the adoption of deep-acting emotional-labor strategies.

Evaluation of system based psychological first aid training on the mental health proficiency of emergency medical first responders to natural disasters in China: a cluster randomised controlled trial

Por: Peng · M. · Xiao · T. · Carter · B. · Shearer · J.
Objective

To evaluate the effectiveness of a system based psychological first aid (PFA) training programme for emergency medical first responders in China.

Design

Parallel-group, assessor-blinded, cluster randomised controlled trial.

Setting

42 clusters of health workers from various health facilities in China.

Participants

1399 health workers who provide emergency service for survivors of disasters.

Interventions

One-day system based PFA training programme (PFA) or training as usual (TAU).

Primary and secondary outcome measures

The primary outcome was the PFA skills, knowledge and attitude (SKA-PFA) score at 2 months postintervention. Secondary outcomes included post-traumatic growth, self-efficacy and professional quality of life.

Results

The intervention group (n=690) had significantly higher SKA-PFA scores than the control group (n=709) at 2 months postintervention (adjusted mean difference=4.44; 95% CI 1.17 to 7.52; p=0.007; Cohen’s d=0.35). The intervention group also had higher scores on post-traumatic growth (p=0.113, d=0.24), self-efficacy (p=0.032, d=0.20) and professional quality of life (p=0.281, d=0.04).

Conclusions

The system based PFA training programme was more effective than the TAU in enhancing the PFA knowledge and skills of the emergency medical first responders and in increasing their competence to provide emergency service for survivors in China.

Trial registration number

ChiCTR2200060464.

Analysis of risk factors affecting wound healing and wound infection after meningioma resection

Abstract

To analyse the risk factors affecting wound healing and infection after spinal meningioma resection surgery. The surgical incision healing of 137 patients who underwent spinal meningioma resection at our hospital from January 2021 to January 2024 was analysed. The data collected included physical examination findings, haematological and biochemical measurements, and various scales assessed upon admission and after surgery. These data were then analysed. The surgical wound healing, infection and postoperative complications were statistically analysed. Multiple logistic regression analysis method was used to conduct risk factor analysis on corresponding indicators; the odds ratio and p value of 95% confidence interval were calculated. Factors such as age and smoking history were significantly negatively correlated with wound healing after meningioma resection (odds ratio < 1.000, p < 0.05), while preoperative albumin and platelet count were significantly positively correlated with wound healing (odds ratio > 1.000, p < 0.05). Age, WHO Meningioma Grading, preoperative albumin and preoperative platelet were significantly negatively correlated with wound infection after meningioma resection (odds ratio < 1.000, p < 0.05). The history of virus infection and history of neurological disorders were significantly positively correlated with wound infection (odds ratio > 1.000, p < 0.05). The influence of each factor is different. Age, smoking history, WHO Meningioma Grading, preoperative albumin, preoperative platelets, history of virus infection and history of neurological disorders had the greatest influence on wound healing and infection after meningioma resection.

The effects of systemic diseases, genetic disorders and lifestyle on keloids

Abstract

Keloid are a fibroproliferative disorder caused by abnormal healing of skin, specifically reticular dermis, when subjected to pathological or inflammatory scars demonstrating redness, elevation above the skin surface, extension beyond the original wound margins and resulting in an unappealing cosmetic appearance. The severity of keloids and risk of developing keloids scars are subjected to elevation by other contributing factors such as systemic diseases, general health conditions, genetic disorders, lifestyle and natural environment. In particular, recently, daily physical work interpreted into mechanical force as well as the interplay between mechanical factors such as stress, strain and stiffness have been reported to strongly modulate the cellular behaviour of keloid formation, affect their location and shape in keloids. Herein, we review the extensive literature on the effects of these factors on keloids and the contributing predisposing mechanisms. Early understanding of these participating factors and their effects in developing keloids may raise the patient awareness in preventing keloids incidence and controlling its severity. Moreover, further studies into their association with keloids as well as considering strategies to control such factors may help clinicians to prevent keloids and widen the therapeutic options.

A study to untangle the puzzle of urinary incontinence and frailty co‐occurrence among older adults: The roles of depression and activity engagement

Abstract

Aims

To explore the co-occurrence of urinary incontinence and frailty by testing the roles of depression and activity engagement guided by the mechanisms of common cause and interaction pathways.

Design

A secondary analysis of a 1-year three-wave panel data collected from older nursing home residents in China.

Methods

Changes in depression and activity engagement were regressed on urinary incontinence and frailty incidence underpinned by the common cause mechanism of chronic conditions co-occurrence, and these changes were also taken as mediators linking from frailty to urinary incontinence incidence supported by the interaction pathways' mechanism.

Results

A total of 348 older adults were included in this study, and 55.7% were women. The co-occurrence of urinary incontinence and frailty was found in 16.7% of the participants at baseline. Older adults with sole frailty at baseline had almost twice the rate of incident urinary incontinence (32.7%) compared with those without (16.7%) over a 1-year period. The subsample analyses showed that changes in depression and activity engagement failed to significantly predict the incidence of urinary incontinence and frailty. The mediating roles of these changes linking frailty to urinary incontinence incidence were also not statistically significant.

Conclusion

The co-occurrence of urinary incontinence and frailty is prevalent in older nursing home residents. Older adults with frailty at baseline are more likely to develop urinary incontinence a year later. The common cause and interaction pathways mechanisms for the co-occurrence of urinary incontinence and frailty were not verified with changes in depression and activity engagement.

Implications for the Profession and/or Patient Care

The phenomenon of urinary incontinence and frailty co-occurrence should be given extreme emphasis. Although statistically significant findings on the roles of depression and activity engagement were not inferred, this study provides multiple possibilities for future studies to test and depict a clear picture of this co-occurrence.

Impact

What problem did the study address? This study was designed to test the roles of depression and activity engagement in predicting the incidence of urinary incontinence and frailty, and the mediating roles in linking frailty to urinary incontinence incidence. What were the main findings? Despite the methodological pitfalls in literature have been addressed, neither depression nor activity engagement would significantly predict the incidence of urinary incontinence and frailty in older adults. Their mediating roles in linking frailty to urinary incontinence incidence were also not significant. Where and on whom will the research have an impact? Our findings add important pieces of evidence to promote researchers‘ understanding and provide an important basis for untangling the puzzle of urinary incontinence and frailty co-occurrence.

Reporting Method

The report of this study followed the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement guidelines.

Patient or Public Contribution

No patient or public contribution.

The impact of inflammatory biomarkers on amputation rates in patients with diabetic foot ulcers

Abstract

Diabetic Foot Ulcers (DFUs) are a major complication of diabetes, often leading to amputation. Understanding the relationship between haematological inflammatory markers and the incidence of amputation in DFU patients with infectious complications is crucial for improving management and outcomes. This retrospective study, conducted from May 2020 to October 2022, involved 109 patients with DFUs, categorised into amputation (AM) and non-amputation (NAM) groups. Patients were evaluated for various factors, including demographic data, DFU duration, and blood parameters such as haemoglobin A1c (HbA1c), haemoglobin (Hb), albumin (ALB), white blood cell count (WBC), erythrocyte sedimentation rate (ESR), procalcitonin (PCT), C-reactive protein (CRP), platelet-to-lymphocyte ratio (PLR), neutrophil-to-lymphocyte ratio (NLR), and lymphocyte-to-monocyte ratio (LMR). Statistical analyses were performed using independent sample t-tests, Mann–Whitney U test and logistic regression. The univariate analysis showed no significant difference in BMI, DM duration or DFU duration between groups. However, significant differences were noted in PCT, Hb, ESR, ALB, HbA1c and WBC levels, and in inflammatory ratios (NLR, PLR and LMR). Multivariate logistic regression identified CRP, NLR and PLR as independent risk factors for amputation. The study highlights CRP, PLR and NLR as key independent risk factors for amputation in patients with DFUs. These easily obtainable markers from routine blood tests can effectively aid in predicting the risk of osteomyelitis and amputation, enhancing clinical decision making and patient care strategies.

Meta‐analysis on GLP‐1 mediated modulation of autophagy in islet β‐cells: Prospectus for improved wound healing in type 2 diabetes

Abstract

Type 2 diabetes mellitus refers to a significantly challenging health disease due to its high prevalence and risk of other chronic diseases across the world. Notably, GLP-1 has been recognized to enhance the treatment of T2DM, along with this, GLP-1 is also involved in autophagy modulation. However, ineffectiveness of few analogue types can limit the efficacy of this treatment. This study particularly aims to elucidate the influence of GLP-1 receptor analogues on wound infection and patients with type 2 diabetes. To conduct the meta-analysis, an expansive literature survey was conducted to unveil the studies and research conducted on T2DM patients that revealed whether the adoption of any GLP-1 analogue in the form of specific interventions impacts the type 2 diabetes mellitus. The literature was searched using multiple search terms, screened and data were extracted to conduct the meta-analysis and it was conducted using metabin function of R package meta. A total of 800 patients consisting of the both intervention and control groups were employed to carry out the meta-analysis to analyse and evaluate the impact of GLP-1 mediated modulation to improve wound healing in the T2DM patients. The results revealed that GLP-1 mediated modulation considering one type of analogue was an effective intervention to patients suffering from T2DM. The variations in these results depicted insignificant outcomes with the values (risk ratio [RR]: 1.03, 95% confidence interval [CI]: 0.90–1.18, p > 0.05) and enlightened the fact that adopting different GLP-1 analogues may significantly improve the efficacy of wound healing in T2DM patients. Hence, interventions of GLP-1 mediated modulation must be utilized in the clinical practice to reduce the incidence of T2DM patients.

Development of a tool for assessing the clinical competency of Chinese masters nursing students based on the mini-CEX: a Delphi method study

Por: Peng · Q. · Gao · Y. · Liu · N. · Gan · X.
Objective

To construct a scientific and systematic competency evaluation tool for master of nursing specialists (MNS) and to provide a reference for the training, assessment and competency evaluation of MNS.

Methods

A first draft of the indicators for assessing MNS core competencies was developed on the basis of published research and group discussions. Between June and December 2020, the indicators were revised using two rounds of the Delphi expert consultation method, with questionnaires completed by 16 experts from five provinces in China.

Results

The valid retrieval rate of the two questionnaires was 100.00%, and the coefficient of expert authority was 0.931. The Kendall’s concordance coefficients of the two rounds of questionnaires were 0.136 (p

Conclusions

The MNS competency assessment tool constructed in this study is focused and highly credible. The findings can be used as a guide for the training, assessment and competence evaluation of MNS in the future.

Association between socioeconomic status and hypertension among adults in Fujian province and the mediating effect of BMI and cooking salt intake: a cross-sectional study

Por: Li · Y. · Ge · W. · Wu · M. · Gao · M. · Peng · Z. · Han · Y. · Hu · X. · Li · L.
Objectives

This study aimed to investigate the association between socioeconomic status (SES) and the prevalence of hypertension in Fujian province, China, and to evaluate the mediating effect of body mass index (BMI) and cooking salt intake between SES and hypertension.

Design

Community-based cross-sectional survey was conducted between June 2018 and December 2019.

Setting

Fujian province, China.

Participants

A total of 26 500 participants aged >18 years completed the survey.

Outcome measures

The primary outcome was the prevalence of hypertension. Education, income and occupation were used as SES indicators. Meanwhile, certain health behaviours and metabolic risk factors were used as secondary indicators of SES.

Results

The prevalence of hypertension was relatively high among participants who finished primary education (34.8%), had the lowest annual income (46.0%), were unemployed or retired (34.7%). Education and income levels were negatively associated with the prevalence of hypertension (p

Conclusions

SES was associated with the prevalence of hypertension among adults in Fujian province, China. BMI and cooking salt intake were partial mediators of the association between SES and hypertension.

Machine learning decision support model for discharge planning in stroke patients

Abstract

Background/aim

Efficient discharge for stroke patients is crucial but challenging. The study aimed to develop early predictive models to explore which patient characteristics and variables significantly influence the discharge planning of patients, based on the data available within 24 h of admission.

Design

Prospective observational study.

Methods

A prospective cohort was conducted at a university hospital with 523 patients hospitalised for stroke. We built and trained six different machine learning (ML) models, followed by testing and tuning those models to find the best-suited predictor for discharge disposition, dichotomized into home and non-home. To evaluate the accuracy, reliability and interpretability of the best-performing models, we identified and analysed the features that had the greatest impact on the predictions.

Results

In total, 523 patients met the inclusion criteria, with a mean age of 61 years. Of the patients with stroke, 30.01% had non-home discharge. Our model predicting non-home discharge achieved an area under the receiver operating characteristic curve of 0.95 and a precision of 0.776. After threshold was moved, the model had a recall of 0.809. Top 10 variables by importance were National Institutes of Health Stroke Scale (NIHSS) score, family income, Barthel index (BI) score, FRAIL score, fall risk, pressure injury risk, feeding method, depression, age and dysphagia.

Conclusion

The ML model identified higher NIHSS, BI, and FRAIL, family income, higher fall risk, pressure injury risk, older age, tube feeding, depression and dysphagia as the top 10 strongest risk predictors in identifying patients who required non-home discharge to higher levels of care. Modern ML techniques can support timely and appropriate clinical decision-making.

Relevance to Clinical Practice

This study illustrates the characteristics and risk factors of non-home discharge in patients with stroke, potentially contributing to the improvement of the discharge process.

Reporting Method

STROBE guidelines.

Effects of clinical nursing pathway on the surgical site wound infection in patients undergoing knee or hip replacement surgery: A meta‐analysis

Abstract

To explore the effect of clinical nursing pathway on wound infection in patients undergoing knee or hip replacement surgery. Computerised searches of PubMed, Web of Science, Cochrane Library, Embase, Wanfang, China Biomedical Literature Database, China National Knowledge Infrastructure databases were conducted, from database inception to September 2023, on the randomised controlled trials (RCTs) of application of clinical nursing pathway to patients undergoing knee and hip arthroplasty. Literature was screened and evaluated by two researchers based on inclusion and exclusion criteria, and data were extracted from the final included literature. RevMan 5.4 software was employed for data analysis. Overall, 48 RCTs involving 4139 surgical patients were included, including 2072 and 2067 in the clinical nursing pathway and routine nursing groups, respectively. The results revealed, compared with routine nursing, the use of clinical nursing pathways was effective in reducing the rate of complications (OR = 0.17, 95%CI: 0.14–0.21, p < 0.001) and wound infections (OR = 0.29, 95%CI: 0.16–0.51, p < 0.001), shortens the hospital length of stay (MD = −4.11, 95%CI: −5.40 to −2.83, p < 0.001) and improves wound pain (MD = −1.34, 95%CI: −1.98 to −0.70, p < 0.001); it also improve patient satisfaction (OR = 7.13, 95%CI: 4.69–10.85, p < 0.001). The implementation of clinical nursing pathways in clinical care after knee or hip arthroplasty can effectively reduce the incidence of complications and wound infections, and also improve the wound pain, while also improving treatment satisfaction so that patients can be discharged from the hospital as soon as possible.

Construction of a nursing assessment framework for patients in anaesthesia recovery period: A modified Delphi study

Abstract

Aim

To construct a nursing assessment framework for patients in anaesthesia recovery period.

Design

A three-round modified Delphi method was employed to capture the consensus of 22 panellists.

Methods

The initial items in the nursing assessment framework for patients in anaesthesia recovery period were developed based on the mini-clinical evaluation exercise (mini-CEX). A panel of 22 experts participated in this study. The panellists have more than 10 years of experience in either clinical anaesthesia, or post-anesthesia nursing, or operating room nursing, or surgical intensive nursing. Between March and April 2023, the panellists evaluated and recommended revisions to the initial framework.

Results

This study resulted in the development of a nursing assessment framework for patients in anaesthesia recovery period. The initial version of the framework consisted of six dimensions with 27 items. Six items were modified after the first round of consultation. After the second round, five modifications and four deletions were made based on expert opinion. The third round resulted in a convergence of expert opinion. The framework, which consists of 24 items across five dimensions, was refined. The five dimensions are as follows: History-taking, Physical assessment, Clinical judgement, Organizational efficiency and Humanistic concern.

Conclusion

The nursing assessment framework for patients in anaesthesia recovery period was reached consensus between the 22 experts’ opinions.

Implications for the profession and patient care

The assessment framework constructed in this study could be used for the process evaluation of post-anesthesia nursing. The framework may guide perianesthesia nurses in the timely and effective assessment of patients during this critical phase of care. It may be used for perianesthesia nursing education or to evaluate nurses' assessment skills.

Reporting method

The study is reported in accordance with the Guidance on Conducting and Reporting DElphi Studies (CREDES) recommendations.

Patient or public contribution

No patient or public contribution.

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