FreshRSS

🔒
☐ ☆ ✇ Journal of Clinical Nursing

Workplace Trust, Interpersonal Trust, and Nurses' Physical and Mental Health: The Mediating Role of Resilience

Por: Zhihui Zheng · Ting Du · Shiyi Li · Zhe Shen · Bixia Huang · Yubei Chen · Xia Li — Febrero 26th 2026 at 04:45

ABSTRACT

Aims

Examine the relationships between workplace trust, interpersonal trust, and nurses' physical and mental health, and specifically investigate the mediating role of resilience.

Background

Nurses are central to healthcare delivery but frequently experience workplace violence, adversely affecting their well-being. Trust represents a higher-order mechanism that fosters positive attitudes and professional growth, potentially safeguarding nurses' resilience in coping with adversity. However, research elucidating how trust influences nurses' health via resilience remains limited.

Methods

A cross-sectional study was conducted using convenience sampling. A total of 2855 clinical nurses from general hospitals in Fujian Province, China, were surveyed between August and October 2022. Workplace trust and interpersonal trust were served as independent variables, Physical Component Summary and Mental Component Summary scores as dependent variables, and resilience as a mediator. Mediation analysis was performed using Mplus 8.3. The study was prepared and reported according to the STROBE checklist.

Results

Mean scores were Physical Component Summary: 51.12 ± 8.90, and Mental Component Summary: 48.20 ± 10.18. Workplace trust had significant direct effects on both Physical Component Summary and Mental Component Summary. Interpersonal trust had no significant direct effects on Physical Component Summary or Mental Component Summary. Resilience demonstrated significant mediating effects: for workplace trust on Physical Component Summary and on Mental Component Summary; and for interpersonal trust on Physical Component Summary and on Mental Component Summary.

Conclusions

Workplace trust directly enhances nurses' physical and mental health. While interpersonal trust lacks a direct link to health outcomes, both workplace and interpersonal trust significantly improve nurses' health indirectly by bolstering resilience. Resilience serves as a critical pathway through which trust fosters well-being.

Patient or Public Contribution

No patient or public contribution.

Implications for Nursing and Health Policy

Nurse managers and healthcare administrators should prioritise interventions to cultivate workplace trust (e.g., fostering trust among colleagues, and between nurses and the organisation/management) and strengthen interpersonal trust and psychological resilience. Enhancing these protective factors will better equip nurses to manage occupational and personal stressors, ultimately safeguarding and improving their physical and mental health.

☐ ☆ ✇ Journal of Clinical Nursing

The Role Transition Journey of Spousal Caregivers of People Living With Dementia: A Meta‐Synthesis of Qualitative Studies

Por: Haiyan Ren · Zhuoqi Luo · Jiachen Han · Fang Zhou · Shuo Wang — Febrero 10th 2026 at 17:18

ABSTRACT

Aim

To explore the role transition journey of spousal caregivers of people living with dementia based on transition theory.

Design

A meta-synthesis.

Methods

This review employed a directed content analysis approach to systematically synthesise qualitative evidence. The findings were reported in accordance with the Enhancing Transparency in Reporting the Synthesis of Qualitative Research (ENTREQ) guidelines and the Joanna Briggs Institute (JBI) Manual for Evidence Synthesis.

Data Sources

A comprehensive search was conducted in eight electronic databases for studies published from the inception of each database to November 2024.

Results

This review ultimately included a total of 31 studies. Three themes were identified, including role stage, role transition properties and role transition conditions of spousal caregivers of people living with dementia. Role stage of spousal caregivers of people living with dementia encompassed seven sub-themes; role transition properties of spousal caregivers of people living with dementia included five sub-themes; role transition conditions of spousal caregivers of people living with dementia involved six sub-themes.

Conclusions

This review synthesises evidence to explore the role transition journey of spousal caregivers of people living with dementia. The role transition properties highlight the impact of critical points and events, as well as caregivers' awareness, engagement, change and difference and transition time span during their role transition journey. The role transition conditions emphasise that personal meanings, cultural beliefs and attitudes, socioeconomic status, preparation and knowledge, as well as community and society simultaneously influence the role transition journey of the caregivers.

Reporting Method

The Enhancing Transparency in Reporting the Synthesis of Qualitative Research (ENTREQ) guided the reporting of the study.

Patient or Public Contribution

No patient or public contribution.

Trial Registration

PROSPERO registration number: CRD 42024623402

☐ ☆ ✇ Journal of Clinical Nursing

Symptom Clusters and Influencing Factors in Adult Patients With Haematological Malignancies During Chemotherapy: A Cross‐Sectional Study

Por: Yuqin Luo · Xinwen Du · Meijia Chen · Mei Yang · Jiawei Luo · Fengjiao Chen — Febrero 4th 2026 at 16:11

ABSTRACT

Aims

To identify symptom clusters in haematological malignancy patients during chemotherapy and determine the factors associated with different symptom clusters.

Design

A cross-sectional study.

Method

Convenience sampling was used to investigate haematological malignancy patients hospitalised for chemotherapy at a tertiary teaching hospital in Chengdu, China, from January 2021 to December 2023. Participants completed the Chinese version of the Condensed Memorial Symptom Assessment Scale. Hierarchical cluster analysis was used to identify symptom clusters; univariate analyses and logistic regression analyses were used to determine their related factors. This study was reported following the STROBE checklist.

Results

A total of 600 participants were included in the study. We have identified the psychological, sleep, pain-fatigue, gastrointestinal-asthenia symptom clusters in haematological malignancy patients during chemotherapy. Binary logistic regression analysis indicated that being female and having lactate dehydrogenase levels of 220 IU/L or higher are associated with an increased risk for the psychological symptom cluster. The sleep symptom cluster is more likely to occur in females, those with a prognostic nutritional index < 45, lactate dehydrogenase ≥ 220 IU/L and platelet-to-lymphocyte ratio ≥ 107.85. Female, the prognostic nutritional index < 45 and age ≥ 60 years are correlated with the pain-fatigue symptom cluster. The gastrointestinal-asthenia symptom cluster is related to female, a diagnosis of acute leukaemia or lymphoma, lactate dehydrogenase ≥ 220 IU/L and prognostic nutritional index < 45.

Conclusion

Adult haematological malignancy patients undergoing chemotherapy experience multiple symptoms that can be further divided into four symptom clusters. The occurrence of symptom clusters is influenced by a combination of patient sociodemographic characteristics, disease conditions and biochemical indicators.

Relevance to Clinical Practice

The symptom burden is a major issue for haematological malignancy patients during chemotherapy. Health caregivers should focus on the connection between symptoms rather than individual symptoms when developing and providing interventions. Identifying the factors influencing symptom clusters in haematological malignancy patients should be the basis for accurate, efficient and cost-effective interventions.

Patient or Public Contribution

The patients completed the questionnaires during the data collection in this study.

☐ ☆ ✇ Journal of Clinical Nursing

Trajectories and Co‐Occurrence of Perceived Control in Patients With Heart Failure and Self‐Efficacy in Their Caregivers: A Three‐Month Longitudinal Study of Dual Trajectories

Por: Yujun Wang · Yaqi Wang · Xia Chen · Qingyun Lv · Xueying Xu · Jingwen Liu · Yuan He · Hairong Chang · Bowen Wan · Sisi Cheng · Qingyi Wang · Mengmeng Tang · Xiaonan Zhang · Xiaoying Zang · Na Wei — Febrero 2nd 2026 at 10:42

ABSTRACT

Aim

This study aims to explore the trajectories and co-occurrence of perceived control and caregiver self-efficacy among patients with heart failure (HF) and their caregivers within 3 months post-discharge and identify associated risk factors.

Design

A prospective cohort design.

Methods

A prospective cohort study was conducted from March to June 2024 in Tianjin, China. Information on perceived control and caregiver self-efficacy was collected 24 h before discharge, 2 weeks, 1 month, and 3 months after discharge. Group-Based Dual Trajectory Modelling (GBDTM) and logistic regression were used for analysis.

Results

The study included 203 dyads of patients with HF and their caregivers (HF dyads). Perceived control identified three trajectories: low curve (15.3%), middle curve (57.1%) and high curve (27.6%). Caregiver self-efficacy demonstrated three trajectories: low curve (17.2%), middle curve (56.7%) and high stable (26.1%). GBDTM revealed nine co-occurrence patterns, with the highest proportion (36.7%) being ‘middle-curve group for perceived control and middle-curve group for caregiver self-efficacy’, and 16.7% being ‘high-curve group for perceived control and high-stable group for caregiver self-efficacy’. Age, gender, household income, NYHA class, symptom burden and psychological resilience were identified as risk factors for perceived control trajectories; marital status, regular exercise and psychological resilience were identified as risk factors for caregiver self-efficacy trajectories.

Conclusion

We identified distinct trajectories, co-occurrence patterns and risk factors of perceived control and caregiver self-efficacy among HF dyads. These findings help clinical nurses to better design and implement interventions, strengthening the comprehensive management and care outcomes for HF dyads.

Impact

These findings highlighted the interactive relationship between perceived control and caregiver self-efficacy trajectories, suggesting that interventions should boost both to improve personalised treatment plans and outcomes for HF dyads.

Reporting Method

This study adhered to the STROBE checklist.

Patient or Public Contribution

Patients and their caregivers contributed by participating in the study and completing the questionnaire.

☐ ☆ ✇ Journal of Clinical Nursing

Self‐Care Behaviours and Associated Factors in Older Adults With Multiple Chronic Conditions: A Cross‐Sectional Study

Por: Wei Liang · Xiaoying Ni · Huihua Zhao · Sha Li · Jie Zhong · Danni Zuo · Haiying Chen — Febrero 2nd 2026 at 10:42

ABSTRACT

Aims

To describe self-care behaviours and explore factors associated with self-care behaviours in older adults with multiple chronic conditions (MCCs).

Background

The prevalence of MCCs is increasing in a rising trend. MCCs complicate the self-care behaviours of older adults. There is limited evidence regarding the factors associated with self-care behaviours in older adults with MCCs.

Design

A cross-sectional design was adopted using the convenience sampling method.

Methods

Participants were recruited from a community health service centre. Measurements included the Self-Care of Chronic Illness Inventory, a single item for loneliness, the 6-item Lubben Social Network Scale, the 4-item Patient Health Questionnaire, the 15-item Tilburg Frailty Indicator, and a self-developed questionnaire for sociodemographic and disease-related characteristics. Descriptive statistics were used as appropriate. Multiple linear regression and multivariate logistic regression were adopted to examine the influencing factors.

Results

A total of 223 participants were enrolled in this study. Among the 223 participants, 49.3%, 32.7% and 28.7% achieved a cut-off score of ≥ 70 in self-care maintenance, monitoring and management, respectively. The linear regression models indicated that smoking status, frailty and self-care confidence were significantly associated with self-care maintenance; education level, per capita monthly household income and self-care confidence were significantly associated with self-care monitoring; and employment status and self-care confidence were significantly associated with self-care management. In addition, multivariate logistic regression showed that living in cities or towns was significantly associated with higher odds of adequate self-care management.

Conclusion

Three domains of self-care behaviours were influenced by distinct factors, and self-care confidence demonstrated consistent associations with all three domains of self-care behaviours. Self-efficacy-focused interventions may have the potential to promote self-care behaviours in older adults with MCCs.

Implications for the Profession and/or Patient Care

Healthcare providers need to take into account the pivotal factors influencing self-care behaviours of this cohort to deliver structured and effective education and support. Clinicians should consider adopting confidence-building strategies in routine education for this cohort.

Reporting Method

We adhered to the Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) guidelines.

Patient or Public Contribution

No patient or public contribution.

☐ ☆ ✇ Journal of Clinical Nursing

Effectiveness of E‐Health Interventions on Improving Physical Activity in Pregnant Women: A Systematic Review and Meta‐Analysis

Por: Rong‐rong Han · Lei Zeng · Jia‐rui Lin · Qian Xu · Jia‐yuan Ma · Xin Chen · Yu Ding · Li Cheng · Ling‐ling Gao — Febrero 2nd 2026 at 10:42

ABSTRACT

Aims

This study aimed to (1) evaluate the effectiveness of e-health interventions in improving physical activity and associated health outcomes during pregnancy, (2) compare the e-health functions employed across interventions and (3) systematically identify the behaviour change techniques (BCTs) used and examine their interrelationships.

Design

A systematic review and meta-analysis following the PRISMA 2020 guidelines.

Methods

Randomised controlled trials were included. Meta-analyses and subgroup analyses were performed using RevMan 5.3. Social network analysis was conducted to determine the most central BCTs within the intervention landscape.

Data Sources

Ten databases were searched, including PubMed, Embase, Web of Science, Cochrane Library, ProQuest, Scopus, SinoMed, China National Knowledge Infrastructure, WanFang and the China Science and Technology Journal Database, from inception to April 22, 2024.

Results

Thirty-five studies were included. Pooled analyses indicated that e-health interventions significantly improved both total (SMD: 0.19; 95% CI: 0.10 to 0.27; I 2 = 55%) and moderate-to-vigorous physical activity (SMD: 0.16, 95% CI: 0.06 to 0.26; I 2 = 53%) in pregnant women. Subgroup analyses revealed that interventions based on theoretical frameworks and those not specifically targeting overweight or obese women demonstrated greater effectiveness. Additionally, e-health interventions were associated with significant reductions in both total and weekly gestational weight gain. Six of the twelve e-health functions were utilised, with ‘client education and behaviour change communication’ being the most prevalent. Thirty unique BCTs were identified; among them, ‘instruction on how to perform the behaviour’, ‘self-monitoring’, ‘problem solving’, and ‘goal setting’ showed the highest degree of interconnectedness.

Conclusion

E-health interventions are effective in enhancing physical activity and reducing gestational weight gain during pregnancy. Incorporating theoretical frameworks and well-integrated BCTs is recommended to optimise intervention outcomes.

Relevant to the Clinical Practice

Integrating e-health interventions into existing perinatal care models holds promise for enhancing physical activity among pregnant women and improving maternal health outcomes.

Reporting Method

This study adhered to the PRISMA checklist.

Patient or Public Contribution

No patient or public involvement.

Trial Registration

The study protocol was preregistered in the International Prospective Register of Systematic Reviews (CRD42024518740)

☐ ☆ ✇ Journal of Clinical Nursing

Building a Delphi‐Informed Transitional Care Programme Guided by the Omaha System for Gynaecologic Oncology Patients

Por: Yinyi Wei · Qiyu Bo · Xiaoxin Chen · Xiaoxiang Xu · Min Li — Noviembre 27th 2025 at 12:45

ABSTRACT

Objective

This study aimed to develop and validate a standardised transitional care programme for postoperative gynaecologic cancer patients utilising the Omaha system framework.

Methods

A preliminary transitional care programme was constructed through literature review, semi-structured interviews and multidisciplinary team discussions. The programme was refined via two rounds of Delphi expert consultations involving 17 oncology nursing specialists. Consensus criteria included expert authority coefficient (Cr), Kendall's W test and coefficient of variation (CV).

Results

The Delphi consultation demonstrated robust expert consensus, with high authority coefficients (Cr: 0.886 in Round 1; 0.906 in Round 2), exceptional participation rates (88.2% and 100% response rates across two rounds) and statistically significant concordance as evidenced by Kendall's W values (0.233–0.358 and 0.326–0.383; all p < 0.01). All coefficients of variation (CV) metrics fell within acceptable ranges (0.09–0.42 in the initial phase; 0.08–0.27 post-refinement).

Conclusion

The Omaha system-based transitional care programme exhibits strong expert consensus, scientific rigour and clinical applicability, providing a structured approach to improving postoperative recovery in gynaecologic cancer patients.

Relevance to Clinical Practice

This protocol standardises postoperative care transitions for gynaecologic oncology patients by integrating multidimensional assessments (physiological, psychosocial and health behaviour domains) and family-centred education. Clinicians can utilise its evidence-based framework to reduce preventable complications, enhance caregiver preparedness and improve continuity of care between hospital and home settings.

Patient or Public Contribution

Six postoperative gynaecologic cancer patients and eight family caregivers participated in semi-structured interviews to identify unmet transitional care needs. Their insights informed the design of intervention components, including self-management education and psychosocial support strategies. Patients reviewed draft materials for clarity and cultural appropriateness during Delphi Round 2.

☐ ☆ ✇ Journal of Clinical Nursing

Summary of the Best Evidence for Weaning From Mechanical Ventilation in Neurocritical Care Patients

Por: Xia Wang · Xin Tang · Jun Chen · Shunyan Yang · Kaiyue Lyu · Jin Liu · Feilong Wang · Yan Liu · Yuhong Li · Jishu Xian · Yujie Chen · Binbin Tan — Noviembre 14th 2025 at 17:11

ABSTRACT

Aim

The best evidence on programmed weaning from mechanical ventilation in neurocritical care patients should be gathered, evaluated, and integrated to provide an evidence basis for determining the optimal weaning program for these patients.

Methods

According to the ‘6S’ pyramid model of evidence-based practice resources, Chinese and international guideline websites, websites of relevant professional societies, and Chinese and English databases were systematically searched. The databases were searched from the time of establishment to October 2024. Literature screening was subsequently performed according to the inclusion and exclusion criteria. Two researchers independently evaluated the literature quality and extracted and summarised the evidence.

Results

A total of 21 publications were included, including 3 guidelines, 5 expert consensus papers, 1 evidence summary, and 12 systematic reviews. A total of 29 pieces of best evidence in the following 5 aspects were summarised: preweaning preparation and screening, a weaning protocol, extubation assessment, extubation preparation and procedure, and postextubation management.

Conclusions

This study summarises the best evidence for the programmed weaning of neurocritical care patients from mechanical ventilation and provides a basis for clinical medical personnel to standardise this weaning process. Evidence-based application of these strategies should be implemented to verify their clinical efficacy and safety in practice.

Implications for Clinical Practice

Successful weaning is key in the management of neurocritical care patients receiving mechanical ventilation. The establishment of a localised extubation protocol guided by a multidisciplinary team can significantly reduce the extubation failure rate, the duration of mechanical ventilation and the incidence of related complications. However, evidence-based application is needed to verify the efficacy and safety of these strategies in clinical practice.

Reporting Method

This evidence review adhered to the evidence review report guidelines formulated by the Evidence-Based Nursing Center of Fudan University. These guidelines cover aspects such as problem establishment, literature search, literature screening, literature evaluation, evidence summary and classification, as well as the formulation of practical suggestions. This evidence summary followed the evidence summary reporting specifications of the Fudan University Center for Evidence-Based Nursing (http://ebn.nursing.fudan.edu.cn) with registration number ES20244849.

Trial Registration

This study was based on the evidence summary reporting specifications of the Fudan University Center for Evidence-based Nursing; the registered name is ‘Summary of the best evidence for weaning from mechanical ventilation in neurocritical care patients’; the registration number is ES20231823

☐ ☆ ✇ Journal of Clinical Nursing

Otago exercise programme for physical function and mental health among older adults with cognitive frailty during COVID‐19: A randomised controlled trial

Por: Xi Chen · Liping Zhao · Youshuo Liu · Zhiming Zhou · Hua Zhang · Dongli Wei · Jianliang Chen · Yan Li · Jinnan Ou · Jin Huang · Xiaomei Yang · Caili Ma — Noviembre 3rd 2025 at 11:48

Abstract

Aims and Objectives

Quarantine during the COVID-19 pandemic resulted in longer-term sedentary behaviours and mental health problems. Our study aimed to evaluate the impact of the Otago exercise programme (OEP) on physical function and mental health among elderly with cognitive frailty during COVID-19.

Background

Lockdowns and restrictions during the COVID-19 pandemic result in longer-term sedentary behaviours related disease and mental problem. Older people with cognitive frailty are more vulnerable to be influenced. Timely intervention may achieve better outcomes, OEP exercise was designed as a balance and muscle-strengthening programme for elderly people.

Design

A parallel-group, assessor-blinded randomised controlled trial was performed according to CONSORT guidelines.

Methods

This study was conducted from July 2020 to October 2020 among 62 elderly people with cognitive frailty from a nursing home. Participants were randomly divided into an OEP group (n = 31) or a control group (n = 31). Both groups received sleep- and diet-related health education. The OEP group also received a 12-week group exercise programme. The Five Times Sit to Stand Test (FTSST), Berg Balance Scale (BBS), and Timed Up and Go Test (TUGT) were used to assess physical function. The Geriatric Depression Scale-15 (GDS-15) and the 12-Item Short Form Health Survey Mental Component Summary (SF-12 MCS) were used to assess mental health. Outcomes were measured at 6 and 12 weeks.

Results

Physical function and mental health were similar in the two groups at baseline. At 12 weeks, the OEP group (difference in change from baseline: FTSST, −2.78; TUGT, −3.73; BBS, 2.17; GDS-15, −0.72; SF-12 MCS, 2.58; all p < .001) exhibited significantly greater improvements than the control group (difference in change from baseline: FTSST, 1.55; TUGT, 1.66; BBS, −0.10; GDS-15, 1.07; SF-12 MCS, −5.95; all p < .001).

Conclusion

Our findings showed the OEP group had better physical function and mental health outcomes than the control group. OEP can be used to improve the physical and mental function among elderly people with cognitive frailty during the COVID-19 pandemic.

Relevance to clinical practice: Otago exercise program intervention programmes should be implemented to improve physical function for cognitive frailty elderly to reduce the harm of longer-term sedentary behaviours, and to ruduce depression symptom and improve mental health, particularly during COVID-19 pandemic period.

☐ ☆ ✇ Journal of Clinical Nursing

Making Pre‐Procedural Pain Assessment Standard in Cancer Care

Por: Congbing Yan · Biyun Xia · Zhenzhen Chen · Ting Liu · Xiaoxia Zhu · Man Xu · Junhong Zhang — Febrero 2nd 2026 at 10:42
Journal of Clinical Nursing, Volume 35, Issue 3, Page 935-937, March 2026.
☐ ☆ ✇ Journal of Clinical Nursing

A Cross‐Sectional Study of Workplace Violence and Patient Safety Competency Among Chinese Nurses

Por: Xiaoli Liao · Hao Xie · Miao Chen — Octubre 8th 2025 at 13:30

ABSTRACT

Background

Workplace violence is a pervasive issue in healthcare systems, with nurses being among the most vulnerable healthcare professionals. Despite the recognition of high prevalence, the consequences and mechanisms of workplace violence on professional competency, particularly patient safety competency, warrant further investigation.

Objective

This study aimed to examine the relationships among workplace violence, organisational silence behavior, psychological resilience, and patient safety competency among Chinese nurses.

Method

A descriptive cross-sectional correlational design was employed among a convenience sample of clinical registered nurses from public hospitals in Hunan Province, China. An online anonymous questionnaire was utilised to collect research data. SPSS statistical software was used to perform descriptive statistical analyses, Pearson correlation analyses, and mediation effects analyses.

Result

A total of 1440 clinical registered nurses participated in this study, with physical assault being the most prevalent form. Pearson correlation analysis revealed a positive relationship between workplace violence and organisational silence behavior (r = 0.93, p < 0.001), and a negative relationship with psychological resilience (r = −0.84, p < 0.001) and patient safety competency (r = −0.89, p < 0.001). Mediation analysis indicated that organisational silence behavior mediated the negative relationship between workplace violence and patient safety competency, while psychological resilience moderated this association among nurses (All p < 0.05).

Conclusion

This study provides empirical evidence that workplace violence significantly impairs patient safety competency among nurses. The findings underscore the critical role of organisational silence behavior in mediating this relationship, while psychological resilience serves as a protective factor. Targeted interventions aimed at reducing workplace violence, fostering open communication, and enhancing psychological resilience are essential to safeguarding patient safety and improving healthcare quality.

Patient or Public Contribution

This study offers valuable insights for the development and implementation of targeted support programs and intervention strategies to mitigate workplace violence and enhance patient safety in healthcare settings. Government agencies and healthcare institutions must prioritize preventing all forms of workplace violence against nurses, enhancing psychological resilience, and ensuring patient safety competency to improve healthcare quality and patient outcomes.

☐ ☆ ✇ Journal of Clinical Nursing

Development of a Nomogram to Predict the Risk of Occipital Pressure Injury in Patients With Craniocerebral Injury

Por: Chunfang Xu · Siyi Jin · Rongrong Wang · Wenyi Li · Chen Pan · Lifang Xia · Wenping Dong · Quying Qiu — Octubre 3rd 2025 at 13:59

ABSTRACT

Objective

To investigate the risk factors associated with occipital pressure injury in patients with craniocerebral injury and to develop a risk prediction model for assessing the risk of occipital pressure injury in patients in this population.

Methods

We conducted a prospective cohort study with descriptive analysis. A cohort of 455 patients diagnosed with craniocerebral injury and treated in our neurosurgery department and NSICU of our hospital, who met the criteria, were selected for this study. We collected the clinical data in the neurosurgery ward and Neurosurgical Intensive Care Unit (NSICU) from October 2022 to September 2024. Using R randomisation, we established: Test group (n = 324), validation group (n = 131). Then we performed both univariate and multivariate regression analysis to identify the independent risk factors of occipital pressure injury and developed a predictive model based on these findings. H-L test (Hosmer-Lemeshow test) was used to evaluate the accuracy and specificity of the model.

Results

Among the 455 patients with craniocerebral injury, 324 were randomly selected into the test group, within which 42 developed occipital pressure injuries, representing a 12.96% incidence rate. Univariate analysis showed that there were significant differences (p < 0.05) between terms of gender, Braden scale score, Glasgow score, APACHE II score, NRS2002, Barthel scale, presence of edema, use of vasoactive drugs, use of mechanical ventilator, ICU stay length, MDRO infection, hair friction, use of head circular dressing, surgical interventions, drainage tube placement, surgery duration, volume of red blood cell infusion and length of using mechanical ventilation. Multivariate logistic regression analysis showed that gender, APACHE II score, length of using mechanical ventilation, and use of head circular dressing were independent risk factors for the development of occipital pressure injuries. A nomogram predictive model was formulated based on these factors and demonstrated excellent discriminative ability (AUC = 0.888).

Conclusion

The occipital pressure injury risk predictive model for patients with craniocerebral injury performed strong predictive capacity in this study. It provides theoretical guidance for early formulation of predictive intervention strategies. We prepared this article in accordance with the STROBE checklist.

❌