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Application of Artificial Intelligence Software to Identify Emotions of Lung Cancer Patients in Preoperative Health Education: A Cross-Sectional Study.
IF 2.4 3区 医学 Q1 NURSING Pub Date : 2025-02-17 DOI: 10.1111/jnu.70001
Xiaoxue Chen, Ziya Xin, Dong Yang, Xinyuan Song, Jiudi Zhong, Jiahuan Weng, Yongxue Zhang, Dandan Liu, Wang Min, Kang Lu, Yuan Juan

Aim(s): To determine the correlation between preoperative health education and the emotions of lung cancer patients, artificial intelligence software was used.

Design: This was a cross-sectional study.

Methods: This study included 210 lung cancer patients from Sun Yat-sen University Cancer Center and examined the impact of health education on patient emotions using an AI-based emotion analysis tool.

Results: This study indicated a significant relationship between the tone and emotional content of health education materials and patient emotions. Specifically, educational materials with an explanatory tone and negative sentiment appeared to impact patients' emotional states.

Conclusion: Quality improvements in health education can potentially benefit lung cancer patients' emotional well-being by minimizing the use of both explanatory tone and negative sentiment in educational content.

Implications for the profession and/or patient care: This research suggests that the careful crafting of health education materials, taking into consideration tone and emotional expressions, can have a tangible positive effect on the emotional state of lung cancer patients.

Reporting method: The study was reported in accordance with the STROBE guidelines.

Patient or public contribution: No patients, service users, caregivers, or members of the public were involved in the design, conduct, collection, analysis, or interpretation of the data for this study, nor were they involved in writing the manuscript.

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引用次数: 0
Response to the Letter to the Editor Regarding Our Published Article (JNU-05-24-410.R1).
IF 2.4 3区 医学 Q1 NURSING Pub Date : 2025-02-10 DOI: 10.1111/jnu.13049
Beixue Liu, Jingyi Cai, Lanshu Zhou
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引用次数: 0
The Effect of Toolbox Trainings on Nursing Sensitive Quality Indicators: A Randomized Controlled Trial. 工具箱培训对护理敏感质量指标的影响:随机对照试验
IF 2.4 3区 医学 Q1 NURSING Pub Date : 2025-01-31 DOI: 10.1111/jnu.13051
Bircan Kara, Betül Sönmez
<p><strong>Introduction: </strong>Toolbox training or toolbox talks is short-term training to improve occupational health and safety practices in various sectors. These on-the-job trainings provide employees with opportunities to ask questions and share experiences, facilitating the enhancement of workplace safety practices. The aim of this study is to determine the impact of toolbox trainings provided to nurses on nursing-sensitive quality indicators (pain management, pressure ulcer, patient falls, peripheral venous catheter complications, and adverse event reporting) in the workplace.</p><p><strong>Design: </strong>Randomized controlled, pre-test, post-test, and control group design.</p><p><strong>Methods: </strong>Before the toolbox training, pretest measurement instruments were used for the nurses in both the experimental and control groups, and the nursing-sensitive quality indicators were monitored by two independent observers. Toolbox training was provided to nurses in the intervention group on their shift in the respective units. Both groups were followed up at the 8th and 12th weeks after the training. Descriptive tests, independent sample t-tests for intergroup comparisons, and repeated and mixed ANOVA for intragroup comparisons were utilized in data analysis.</p><p><strong>Results: </strong>Significant differences were found between pre-test and post-test scores of the nurses in the group who received toolbox training in terms of falls, pressure ulcers, pain management, peripheral venous catheter, and adverse event reporting (p < 0.01). It was observed that the application scores significantly differed among all nurses who received toolbox training according to the findings of both observers, generally increasing in the second follow-up compared to the first, but decreasing in the third follow-up (p < 0.05). Evaluated according to unit quality indicators, it was determined that the number of patient falls (mean 4.04, 2.32, and 1.95 respectively), pressure ulcer occurrences (mean 4.48, 2.69, and 2.45 respectively), and the number of patients experiencing peripheral venous catheter complications decreased (mean 26.79, 16.46, and 15.42 respectively) in the units where nurses who received toolbox training worked. The average number of correctly managed pain patients (mean 37.82, 71.61, 69.07 respectively) and the number of reported adverse events (mean 2.79, 6.60, 6.42 respectively) were observed to increase in the second follow-up but decrease in the third follow-up.</p><p><strong>Conclusions: </strong>As a result, it was determined that on-the-job trainings increased nurses' knowledge level regarding nursing-sensitive quality indicators, improved their practices, and enhanced unit quality indicators. According to the findings of this study, on-the-job trainings provided to nurses were found to be an effective method, and it is recommended to use them in addition to traditional training methods in nurses' in-service education.</p><p><stro
{"title":"The Effect of Toolbox Trainings on Nursing Sensitive Quality Indicators: A Randomized Controlled Trial.","authors":"Bircan Kara, Betül Sönmez","doi":"10.1111/jnu.13051","DOIUrl":"https://doi.org/10.1111/jnu.13051","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Introduction: &lt;/strong&gt;Toolbox training or toolbox talks is short-term training to improve occupational health and safety practices in various sectors. These on-the-job trainings provide employees with opportunities to ask questions and share experiences, facilitating the enhancement of workplace safety practices. The aim of this study is to determine the impact of toolbox trainings provided to nurses on nursing-sensitive quality indicators (pain management, pressure ulcer, patient falls, peripheral venous catheter complications, and adverse event reporting) in the workplace.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Design: &lt;/strong&gt;Randomized controlled, pre-test, post-test, and control group design.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;Before the toolbox training, pretest measurement instruments were used for the nurses in both the experimental and control groups, and the nursing-sensitive quality indicators were monitored by two independent observers. Toolbox training was provided to nurses in the intervention group on their shift in the respective units. Both groups were followed up at the 8th and 12th weeks after the training. Descriptive tests, independent sample t-tests for intergroup comparisons, and repeated and mixed ANOVA for intragroup comparisons were utilized in data analysis.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;Significant differences were found between pre-test and post-test scores of the nurses in the group who received toolbox training in terms of falls, pressure ulcers, pain management, peripheral venous catheter, and adverse event reporting (p &lt; 0.01). It was observed that the application scores significantly differed among all nurses who received toolbox training according to the findings of both observers, generally increasing in the second follow-up compared to the first, but decreasing in the third follow-up (p &lt; 0.05). Evaluated according to unit quality indicators, it was determined that the number of patient falls (mean 4.04, 2.32, and 1.95 respectively), pressure ulcer occurrences (mean 4.48, 2.69, and 2.45 respectively), and the number of patients experiencing peripheral venous catheter complications decreased (mean 26.79, 16.46, and 15.42 respectively) in the units where nurses who received toolbox training worked. The average number of correctly managed pain patients (mean 37.82, 71.61, 69.07 respectively) and the number of reported adverse events (mean 2.79, 6.60, 6.42 respectively) were observed to increase in the second follow-up but decrease in the third follow-up.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Conclusions: &lt;/strong&gt;As a result, it was determined that on-the-job trainings increased nurses' knowledge level regarding nursing-sensitive quality indicators, improved their practices, and enhanced unit quality indicators. According to the findings of this study, on-the-job trainings provided to nurses were found to be an effective method, and it is recommended to use them in addition to traditional training methods in nurses' in-service education.&lt;/p&gt;&lt;p&gt;&lt;stro","PeriodicalId":51091,"journal":{"name":"Journal of Nursing Scholarship","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143068850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predictors of Nurses' Job Satisfaction in Home Care Settings: Findings From the AIDOMUS-IT Study. 家庭护理环境中护士工作满意度的预测因素:AIDOMUS-IT 研究结果。
IF 2.4 3区 医学 Q1 NURSING Pub Date : 2025-01-31 DOI: 10.1111/jnu.13050
Ilaria Marcomini, Marco Di Nitto, Francesco Zaghini, Valeria Caponnetto, Manuele Cesare, Paolo Iovino, Yari Longobucco, Rosaria Alvaro, Loreto Lancia, Duilio Fiorenzo Manara, Laura Rasero, Gennaro Rocco, Giancarlo Cicolini, Maurizio Zega, Beatrice Mazzoleni, Annamaria Bagnasco, Loredana Sasso

Introduction: Nurses' job satisfaction in hospitals is fundamental for the quality of care and the safety of patients. However, sociodemographic trends require moving care to patients' homes, and the predictors of job satisfaction for nurses working in the home care settings remain largely unknown. Therefore, the aim of this study was to investigate job satisfaction of nurses working in Italian home care settings and its determinants.

Design: Multicenter observational cross-sectional study.

Methods: This study was conducted in the districts of 70 local health authorities in Italy. Data on the characteristics of the organization and nurses were collected. Nursing job satisfaction was evaluated on a four-point scale ranging from "very satisfied" to "very dissatisfied." Additionally, the following variables were assessed: workload, quality of leadership, work-private life conflict, burnout symptoms, possibility for development, staffing and resource adequacy, nurse manager ability, safety climate, and teamwork climate. A logistic regression analysis was conducted to identify factors influencing job satisfaction.

Results: Only organizational variables had a predictive value for nurses' job satisfaction. Workload (OR = 1.01; p = 0.033), work-private life conflict (OR = 1.02; p < 0.001), burnout (OR = 1.02; p < 0.001), and staffing inadequacy (OR = 1.44; p = 0.003) predicted higher levels of nurse dissatisfaction. Instead, high-quality leadership (OR = 0.981; p < 0.001), possibility for development (OR = 0.973; p < 0.001), and good teamwork climate (OR = 0.994; p = 0.003) were predictors of better levels of satisfaction.

Conclusions: This study suggested that home care nurses are generally satisfied with their jobs. To enhance job satisfaction, it is essential to improve nurses' work environment, the leadership quality and ensure professional development.

Clinical relevance: Our results are globally relevant as they contribute to the limited evidence available on this topic in home care settings. This study emphasizes the need of measuring nurses' job satisfaction and implementing interventions to promote healthy work environments.

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引用次数: 0
Adverse Childhood Experiences and Subjective Cognitive Decline Among Transgender Adults.
IF 2.4 3区 医学 Q1 NURSING Pub Date : 2025-01-29 DOI: 10.1111/jnu.13047
Jobina Chiow, Ethan C Cicero

Introduction: Adverse childhood experiences (ACEs) are associated with an increased risk of developing chronic health conditions, including Alzheimer's disease and related dementias (ADRD) and subjective cognitive decline (SCD), self-reported confusion/memory loss, and an early clinical manifestation of ADRD. While ACEs and SCD have both been individually studied in transgender and nonbinary (TGN) adults, no study has examined the relationship between the two among this population. This study sought to establish the prevalence of ACEs and their association with SCD among TGN adults.

Design: Cross-sectional, secondary analysis of publicly available data.

Methods: 2019-2021 Behavioral Risk Factor Surveillance System data, representing 16 US states that assessed ACEs, SCD, and self-reported gender identity were used to determine the association between ACEs and SCD among TGN adults aged 45+ (N = 206). Pearson's chi-squared/Fisher's exact tests assessed the association between ACEs (individual, categorical, sum score) and SCD. Crude and adjusted odds ratios (aORs) along with 95% confidence intervals (CIs) were calculated to investigate the associations between ACEs and SCD.

Results: 18% (n = 38) of TGN adults in the sample endorsed SCD, 60% (n = 120) experienced any ACE, 20% (n = 41) 1 ACE, and 18% (n = 37) experienced > 4 ACEs. Nearly 50% experienced childhood abuse (n = 94) or household dysfunction (n = 92). Among those with SCD, 34% (n = 13) reported > 4 ACEs, and 73% (n = 26) reported childhood abuse or household dysfunction (n = 27). Most ACES were associated with and increased the risk of SCD, even after adjusting for BRFSS year, age, race, education, and employment. The odds of SCD increased 40% as the number of ACEs increased (aOR = 1.4, 95% CI: 1.2-1.6, p < 0.0001). The odds of SCD were higher with childhood abuse (aOR = 4.3, 95% CI: 1.88-10.02, p < 0.01) or household dysfunction (aOR = 4.7, 95% CI: 2.00-11.07, p < 0.01).

Conclusion: ACEs increase the risk of SCD among TGN adults. Gender-affirming and trauma-informed nursing care are important, and screening and interventions for ACEs and SCD are needed to help reduce the risk of SCD and ADRD.

Clinical relevance: Examining how adverse childhood experiences impact different aspects of health, including brain health, is important to nursing practice as it can provide clinical care strategies and identify interventions to specifically address ways to improve the health and well-being of transgender and nonbinary people.

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引用次数: 0
Evidence-Based Teaching Strategies for Assessing Pressure Injuries in Older Nursing Home Residents With Darker Skin Tones. 基于证据的评估深肤色老年疗养院居民压力损伤的教学策略。
IF 2.4 3区 医学 Q1 NURSING Pub Date : 2025-01-16 DOI: 10.1111/jnu.13044
R D Udeshika Priyadarshani Sugathapala, Aindralal Balasuriya, Brigid M Gillespie, Wendy Chaboyer, Sharon Latimer

Aim: To describe the development and implementation of evidence-based teaching strategies for assessing and classifying pressure injuries in older nursing home individuals ≥ 60 years old with darker skin tones.

Design: Pressure injury assessment learning interventions based on pre- and post-test assessments.

Methods: The learning interventions were developed by experts in pressure injury education and were based on empirical evidence, international clinical practice guidelines, and underpinned by social constructivism theory and the integrated interactive teaching model. The teaching strategy was developed to educate research assistants in the assessment of pressure injuries in darker skin tone individuals. The content included requisite knowledge and skills for pressure injury assessment and classification in darker skinned individuals. Using evidence-based teaching strategies, the content was delivered through face-to-face lectures, small group discussions, and practical application sessions delivered using classroom and practical-based activities. Photographic images were used to assess their knowledge and skills in classifying pressure injuries. Four Bachelor of Nursing-qualified registered nurses in Sri Lanka were recruited as research assistants using the new education resource. Using scores from 1 to 20 points, mastery of the theory and practice components was assessed.

Results: The mean pre-test score was 9 ± 1.6 (95% confidence interval 6.4-11.6), demonstrating that assessment and classification of pressure injury knowledge were lacking. The mean post-test score was 16 ± 0.8 (95% confidence interval 14.7-17.3) indicating an improvement in the participants' ability to assess and staging pressure injuries.

Conclusion: Early pressure injury detection among older individuals with darker skin tones is challenging. This evidence-based teaching approach can be used to educate clinical nurses and research assistants in assessing pressure injuries in individuals with darker skin tones.

Clinical relevance: This study contributes to the body of knowledge by improving the early detection and accurate classification of pressure injuries in older nursing home residents with darker skin tones, addressing a significant gap in current nursing practice.

目的:描述基于证据的教学策略的发展和实施,以评估和分类≥60岁肤色较深的养老院老年个体的压力损伤。设计:基于测试前和测试后评估的压力损伤评估学习干预。方法:由压力损伤教育专家根据经验证据和国际临床实践指南,以社会建构主义理论和综合互动教学模式为基础,制定学习干预措施。该教学策略的制定是为了教育研究助理评估深肤色个体的压力损伤。内容包括深肤色个体压力损伤评估和分类的必要知识和技能。采用循证教学策略,课程内容通过面对面授课、小组讨论以及课堂和实践活动的实践应用环节进行传授。使用摄影图像来评估他们对压力损伤分类的知识和技能。使用新的教育资源,在斯里兰卡招募了四名护理学士资格注册护士作为研究助理。用1到20分的分数来评估对理论和实践部分的掌握程度。结果:前测平均分为9±1.6分(95%可信区间为6.4 ~ 11.6),对压力损伤的评估和分类知识缺乏。测试后的平均评分为16±0.8(95%可信区间14.7-17.3),表明参与者评估和分期压力性损伤的能力有所提高。结论:在肤色较深的老年人中早期检测压力性损伤具有挑战性。这种基于证据的教学方法可用于教育临床护士和研究助理评估肤色较深的个体的压力损伤。临床意义:本研究通过提高老年深肤色养老院居民压力损伤的早期发现和准确分类,弥补了目前护理实践中的重大空白,为知识体系做出了贡献。
{"title":"Evidence-Based Teaching Strategies for Assessing Pressure Injuries in Older Nursing Home Residents With Darker Skin Tones.","authors":"R D Udeshika Priyadarshani Sugathapala, Aindralal Balasuriya, Brigid M Gillespie, Wendy Chaboyer, Sharon Latimer","doi":"10.1111/jnu.13044","DOIUrl":"https://doi.org/10.1111/jnu.13044","url":null,"abstract":"<p><strong>Aim: </strong>To describe the development and implementation of evidence-based teaching strategies for assessing and classifying pressure injuries in older nursing home individuals ≥ 60 years old with darker skin tones.</p><p><strong>Design: </strong>Pressure injury assessment learning interventions based on pre- and post-test assessments.</p><p><strong>Methods: </strong>The learning interventions were developed by experts in pressure injury education and were based on empirical evidence, international clinical practice guidelines, and underpinned by social constructivism theory and the integrated interactive teaching model. The teaching strategy was developed to educate research assistants in the assessment of pressure injuries in darker skin tone individuals. The content included requisite knowledge and skills for pressure injury assessment and classification in darker skinned individuals. Using evidence-based teaching strategies, the content was delivered through face-to-face lectures, small group discussions, and practical application sessions delivered using classroom and practical-based activities. Photographic images were used to assess their knowledge and skills in classifying pressure injuries. Four Bachelor of Nursing-qualified registered nurses in Sri Lanka were recruited as research assistants using the new education resource. Using scores from 1 to 20 points, mastery of the theory and practice components was assessed.</p><p><strong>Results: </strong>The mean pre-test score was 9 ± 1.6 (95% confidence interval 6.4-11.6), demonstrating that assessment and classification of pressure injury knowledge were lacking. The mean post-test score was 16 ± 0.8 (95% confidence interval 14.7-17.3) indicating an improvement in the participants' ability to assess and staging pressure injuries.</p><p><strong>Conclusion: </strong>Early pressure injury detection among older individuals with darker skin tones is challenging. This evidence-based teaching approach can be used to educate clinical nurses and research assistants in assessing pressure injuries in individuals with darker skin tones.</p><p><strong>Clinical relevance: </strong>This study contributes to the body of knowledge by improving the early detection and accurate classification of pressure injuries in older nursing home residents with darker skin tones, addressing a significant gap in current nursing practice.</p>","PeriodicalId":51091,"journal":{"name":"Journal of Nursing Scholarship","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143015450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determinants of Prolonged Hospitalization in Children and Adolescents: A Retrospective Observational Study. 儿童和青少年住院时间延长的决定因素:一项回顾性观察研究。
IF 2.4 3区 医学 Q1 NURSING Pub Date : 2025-01-13 DOI: 10.1111/jnu.13045
Manuele Cesare, Fabio D'Agostino, Mario Cesare Nurchis, Erasmo Magliozzi, Gianfranco Damiani, Antonello Cocchieri
<p><strong>Introduction: </strong>Ensuring an appropriate length of stay (LOS) is a primary goal for hospitals, as prolonged LOS poses clinical risks and organizational challenges. Children and adolescents are particularly susceptible to prolonged LOS due to frequent hospitalizations and unique vulnerabilities, including developmental disabilities that may necessitate additional care and monitoring. This study aims to describe the LOS of children and adolescent patients and identify the sociodemographic, organizational, clinical, and nursing care factors contributing to prolonged LOS in this population.</p><p><strong>Design: </strong>Observational, retrospective, monocentric study.</p><p><strong>Methods: </strong>A sequential sampling approach was used to select the clinical records of 1538 children and adolescent patients admitted to an Italian university hospital in 2022. The study included all children and adolescents aged 3-18 who were hospitalized for a minimum of 2 days. Patients from outpatient units and those with LOS shorter than 2 days were excluded. The Neonatal Pediatric Professional Assessment Instrument (PAIped) and the Hospital Discharge Register were used to collect sociodemographic, organizational, clinical, and nursing care patient data, including nursing diagnoses (NDs) and nursing actions (NAs). A forward stepwise regression approach was used to identify predictors of LOS among the selected variables. A mediation analysis was conducted to explore the role of nursing predictors, identified in the stepwise regression, as mediators between the number of medical diagnoses and LOS.</p><p><strong>Results: </strong>Positive correlations between the number of medical diagnoses, NDs, NAs, and LOS were discovered (r<sub>s</sub> = 0.262, p = < 0.001; r<sub>s</sub> = 0.114, p = < 0.001; r<sub>s</sub> = 0.384, p = < 0.001, respectively). Longer hospital stays were associated with an increased number of medical diagnoses, NDs, and NAs. The number of NAs emerged as an independent predictor of LOS (β = 0.516; p < 0.001). Other significant determinants of LOS included a higher number of NAs and medical diagnoses, the presence of a medical DRG category, increased DRG weight, emergency admissions, residency in rural areas, and older age (F = 122.222, p < 0.001, R<sup>2</sup> = 0.361, adjusted R<sup>2</sup> = 0.358). The mediation analysis showed that the number of medical diagnoses positively predicted the number of NAs (β = 2.774, p < 0.001), which, in turn, positively affected LOS (β = 0.162, p < 0.001). A significant indirect effect of the number of medical diagnoses on LOS through NAs was observed (β = 0.448, 95% CI [0.34, 0.55]), along with a significant direct effect of medical diagnoses on LOS, even with the mediator in the model (β = 0.633, p < 0.001), indicating partial mediation (F = 321.6892; R<sup>2</sup> = 0.295; p < 0.001). These results highlight the influence of medical diagnoses on LOS through the mediating role of NAs.</p><p><s
导言:确保适当的住院时间(LOS)是医院的首要目标,因为延长的住院时间会带来临床风险和组织挑战。儿童和青少年由于经常住院和独特的脆弱性,包括可能需要额外护理和监测的发育性残疾,特别容易长期失去生命。本研究旨在描述儿童和青少年患者的LOS,并确定导致该人群LOS延长的社会人口学、组织、临床和护理因素。设计:观察性、回顾性、单中心研究。方法:采用顺序抽样方法,选取意大利某大学附属医院2022年收治的1538例儿童和青少年患者的临床资料。该研究包括所有住院至少2天的3-18岁儿童和青少年。排除门诊患者和LOS少于2天的患者。使用新生儿儿科专业评估工具(PAIped)和出院登记簿收集社会人口学、组织、临床和护理患者数据,包括护理诊断(NDs)和护理行动(NAs)。采用前向逐步回归方法在所选变量中识别LOS的预测因子。我们进行了一项中介分析,以探索在逐步回归中确定的护理预测因子在医疗诊断数量和LOS之间的中介作用。结果:医疗诊断次数、NDs、NAs与LOS呈正相关(rs = 0.262, p = s = 0.114, p = s = 0.384, p = 2 = 0.361,调整后R2 = 0.358)。中介分析显示,医学诊断次数正预测NAs数量(β = 2.774, p 2 = 0.295;结论:我们的研究强调了儿童和青少年患者LOS决定因素之间的重要相互作用,强调了有针对性的干预措施、资源规划和临床护理信息系统整合的必要性,以提高护理质量并支持循证实践。临床意义:优化资源分配和实施针对长期LOS风险患者的具体干预措施可以帮助减轻这种负面结果并提高护理质量。将护理数据纳入DRG系统可以提高报销准确性,有利于护理专业,这可能会带来更好的患者治疗效果和更低的医院费用。
{"title":"Determinants of Prolonged Hospitalization in Children and Adolescents: A Retrospective Observational Study.","authors":"Manuele Cesare, Fabio D'Agostino, Mario Cesare Nurchis, Erasmo Magliozzi, Gianfranco Damiani, Antonello Cocchieri","doi":"10.1111/jnu.13045","DOIUrl":"https://doi.org/10.1111/jnu.13045","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Introduction: &lt;/strong&gt;Ensuring an appropriate length of stay (LOS) is a primary goal for hospitals, as prolonged LOS poses clinical risks and organizational challenges. Children and adolescents are particularly susceptible to prolonged LOS due to frequent hospitalizations and unique vulnerabilities, including developmental disabilities that may necessitate additional care and monitoring. This study aims to describe the LOS of children and adolescent patients and identify the sociodemographic, organizational, clinical, and nursing care factors contributing to prolonged LOS in this population.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Design: &lt;/strong&gt;Observational, retrospective, monocentric study.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;A sequential sampling approach was used to select the clinical records of 1538 children and adolescent patients admitted to an Italian university hospital in 2022. The study included all children and adolescents aged 3-18 who were hospitalized for a minimum of 2 days. Patients from outpatient units and those with LOS shorter than 2 days were excluded. The Neonatal Pediatric Professional Assessment Instrument (PAIped) and the Hospital Discharge Register were used to collect sociodemographic, organizational, clinical, and nursing care patient data, including nursing diagnoses (NDs) and nursing actions (NAs). A forward stepwise regression approach was used to identify predictors of LOS among the selected variables. A mediation analysis was conducted to explore the role of nursing predictors, identified in the stepwise regression, as mediators between the number of medical diagnoses and LOS.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;Positive correlations between the number of medical diagnoses, NDs, NAs, and LOS were discovered (r&lt;sub&gt;s&lt;/sub&gt; = 0.262, p = &lt; 0.001; r&lt;sub&gt;s&lt;/sub&gt; = 0.114, p = &lt; 0.001; r&lt;sub&gt;s&lt;/sub&gt; = 0.384, p = &lt; 0.001, respectively). Longer hospital stays were associated with an increased number of medical diagnoses, NDs, and NAs. The number of NAs emerged as an independent predictor of LOS (β = 0.516; p &lt; 0.001). Other significant determinants of LOS included a higher number of NAs and medical diagnoses, the presence of a medical DRG category, increased DRG weight, emergency admissions, residency in rural areas, and older age (F = 122.222, p &lt; 0.001, R&lt;sup&gt;2&lt;/sup&gt; = 0.361, adjusted R&lt;sup&gt;2&lt;/sup&gt; = 0.358). The mediation analysis showed that the number of medical diagnoses positively predicted the number of NAs (β = 2.774, p &lt; 0.001), which, in turn, positively affected LOS (β = 0.162, p &lt; 0.001). A significant indirect effect of the number of medical diagnoses on LOS through NAs was observed (β = 0.448, 95% CI [0.34, 0.55]), along with a significant direct effect of medical diagnoses on LOS, even with the mediator in the model (β = 0.633, p &lt; 0.001), indicating partial mediation (F = 321.6892; R&lt;sup&gt;2&lt;/sup&gt; = 0.295; p &lt; 0.001). These results highlight the influence of medical diagnoses on LOS through the mediating role of NAs.&lt;/p&gt;&lt;p&gt;&lt;s","PeriodicalId":51091,"journal":{"name":"Journal of Nursing Scholarship","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142973172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Artificial Intelligence in Nursing: Catalyzing Change Across Clinical, Educational, and Administrative Domains 护理中的人工智能:催化临床、教育和管理领域的变化。
IF 2.4 3区 医学 Q1 NURSING Pub Date : 2024-12-30 DOI: 10.1111/jnu.13043
Sayonara de Fatima F. Barbosa, Maxim Topaz, Lisiane Pruinelli
{"title":"Artificial Intelligence in Nursing: Catalyzing Change Across Clinical, Educational, and Administrative Domains","authors":"Sayonara de Fatima F. Barbosa,&nbsp;Maxim Topaz,&nbsp;Lisiane Pruinelli","doi":"10.1111/jnu.13043","DOIUrl":"10.1111/jnu.13043","url":null,"abstract":"","PeriodicalId":51091,"journal":{"name":"Journal of Nursing Scholarship","volume":"57 1","pages":"3-4"},"PeriodicalIF":2.4,"publicationDate":"2024-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jnu.13043","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142911109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nurses' work environment and health promotion in relation to psychological distress symptoms, and sleep disturbance: A structural equation modeling approach. 护士工作环境与健康促进与心理困扰症状、睡眠障碍的关系:结构方程建模方法。
IF 2.4 3区 医学 Q1 NURSING Pub Date : 2024-12-18 DOI: 10.1111/jnu.13040
Hephzibah Sophie Edwin, Alison Trinkoff, Sarah Holmes, Shijun Zhu, Mary Etta Mills
<p><strong>Background: </strong>The healthcare work environment has numerous stressors that can contribute to distress and poor health outcomes among nurses. The impact of distress can be detrimental, resulting in nurses leaving the profession. Thus, it is critical to explore factors in the work environment that contribute to the distress symptoms and behaviors that promote nurses' health.</p><p><strong>Objective: </strong>This study aimed to examine the constructs associated with the conceptual model of distress, such as the work environment, specifically workload and the practice environment (quality of care, salary, staffing, time, and satisfaction) and associations with psychological distress, sleep disturbance, and health promotion behaviors in nurses, using structural equation modeling.</p><p><strong>Design: </strong>This study was a cross-sectional survey design collected as part of the Nurse Worklife and Wellness Study (NWWS) using balanced stratified sampling methods.</p><p><strong>Methods: </strong>A confirmatory factor analysis tested the factorial structure of the latent constructs using weighted least squares estimation with missing data (WLSMV) for the sample (n = 1170). A structural equation modeling approach examined the direct and indirect associations between workload, practice environment, health promotion behaviors, psychological distress symptoms, sleep disturbance, and health.</p><p><strong>Results: </strong>Based on the confirmatory factor analysis, the measurement model reported adequate model fit (CFI = 0.96; TLI = 0.95; SRMR = 0.048 and RMSEA = 0.039). The structural model showed that the workload was related to significantly increased psychological distress (β = 1.47, p < 0.001), sleep disturbance (β = 1.22, p < 0.01), and decreased overall health (β = -1.36, p < 0.01). Similarly, a positive practice environment was associated with significantly higher psychological distress (β = 1.61, p < 0.001), sleep disturbance (β = 1.31, p < 0.01), and lower overall health (β = -1.51, p < 0.01). Workload and the practice environment were associated with significantly increased health promotion behaviors such as interpersonal relations, spiritual growth, stress management, physical activity, and nutrition. A statistically significant indirect relationship was found between workload and psychological distress, mediated by health promotion behaviors. Psychological and physical health promotion had restorative effects in relation to decreasing the impact of distress and sleep disturbance while increasing overall health.</p><p><strong>Conclusions: </strong>Our results highlight the need to improve the work environment by decreasing the nurses' workload and using health promotion behaviors to mitigate nurses' psychological distress. Future studies should focus on exploring distress in the context of non-pandemic work conditions and finding ways to promote coping behaviors in nurses. In addition, healthcare organizations should develop po
背景:医疗保健工作环境有许多压力源,可以导致护士的痛苦和健康状况不佳。痛苦的影响可能是有害的,导致护士离开这个行业。因此,探索工作环境中有助于促进护士健康的困扰症状和行为的因素至关重要。目的:本研究旨在运用结构方程模型,探讨工作环境,特别是工作量和实践环境(护理质量、工资、人员配备、时间和满意度)与护士心理困扰、睡眠障碍和健康促进行为的关系。设计:本研究采用横截面调查设计,作为护士工作生活与健康研究(NWWS)的一部分,采用平衡分层抽样方法。方法:对样本(n = 1170)进行验证性因子分析,使用缺失数据加权最小二乘估计(WLSMV)检验潜在构式的因子结构。采用结构方程建模方法考察了工作量、练习环境、健康促进行为、心理困扰症状、睡眠障碍与健康之间的直接和间接关系。结果:经验证性因子分析,计量模型模型拟合良好(CFI = 0.96;tli = 0.95;SRMR = 0.048, RMSEA = 0.039)。结构模型显示,工作量与护士心理困扰显著增加相关(β = 1.47, p)。结论:我们的研究结果表明,需要通过减少护士工作量和使用健康促进行为来改善工作环境,以减轻护士的心理困扰。未来的研究应侧重于探索非流行病工作条件下的痛苦,并寻找促进护士应对行为的方法。此外,医疗机构应该制定政策和策略来激励护士参与健康促进行为,以促进他们的福祉,并最终稳定护理队伍。
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引用次数: 0
Reducing sedentary behavior improves depressive symptoms among patients with heart failure enrolled in a home-based mobile health app cardiac rehabilitation. 减少久坐行为可以改善参加家庭移动健康应用程序心脏康复的心力衰竭患者的抑郁症状。
IF 2.4 3区 医学 Q1 NURSING Pub Date : 2024-12-11 DOI: 10.1111/jnu.13039
Zyad T Saleh, Aziz Aslanoğlu, Wesam T Almagharbeh, Doaa El Sayed Fadila, Mathar Mohideen Nagoor Thangam, Riyad Al-Dgheim, Bayan Oleimat, Mudathir Mohamedahmed Eltayeb, Dena Eltabey Sobeh, Ahmad Rajeh Saifan, Rami A Elshatarat, Inas A Ebeid

Background: Depressive symptoms are common, worsening heart failure (HF) progression and reducing quality of life. While supervised structured exercise training is effective for managing depressive symptoms, it often demands a substantial time commitment or intensive activity that may discourage participation.

Objective: Evaluate the impacts of reducing sedentary time with short bouts of light physical activities or greater intensity levels on depressive symptoms after HF patients' enrollment in a home-based intervention.

Methods: A total of 127 HF patients participated in an experimental two-group design, randomly allocated to either delayed or immediate decreasing sedentary time intervention. The immediate group started the intervention immediately, while the delayed group began after the first group finished their intervention. The 8-week intervention, guided by the Theory of Planned Behavior, focused on interrupting 30 min of sedentary behavior with short bouts of light- or greater intensity physical activities. Demographic and clinical variables were collected at baseline. Depressive symptoms were assessed at baseline, pre-intervention, and post-intervention. Physical activity (daily steps) was monitored daily during the study period using the Samsung mobile health app.

Results: Both groups demonstrated reduced sedentary time during the intervention, with improvements in HF symptom burden. Repeated measures analysis of variance revealed a significant reduction in depressive symptoms in both groups post-intervention, with a greater reduction seen in the immediate group before the delayed group began the intervention.

Conclusion: The study highlights the effectiveness of interrupting sedentary behavior with light- or greater intensity activities in managing depressive symptoms among HF patients. The home-based intervention, facilitated by mobile technology, provides a feasible and accessible approach to improving mental well-being.

Clinical relevance: The findings support the broader implementation of home-based interventions addressing sedentary time reduction as a valuable strategy for enhancing the mental health of HF patients, particularly those facing challenges with traditional rehabilitation programs or intense exercise.

背景:抑郁症状很常见,会导致心力衰竭(HF)恶化,降低生活质量。虽然有监督的结构化运动训练能有效控制抑郁症状,但往往需要投入大量时间或进行高强度活动,这可能会阻碍患者参与:目的:评估高血压患者参加家庭干预后,通过短时间轻度体育活动或更高强度的体育活动减少久坐时间对抑郁症状的影响:共有 127 名高血压患者参加了两组实验设计,随机分配到延迟或立即减少久坐时间干预组。立即干预组立即开始干预,而延迟干预组在第一组干预结束后开始干预。为期 8 周的干预以计划行为理论为指导,重点是通过短时间的轻度或更大强度的体育活动来打断 30 分钟的久坐行为。基线时收集了人口统计学和临床变量。抑郁症状分别在基线、干预前和干预后进行评估。在研究期间,每天使用三星移动健康应用程序监测体力活动(每日步数):结果:两组患者在干预期间的久坐时间都有所减少,高血压症状负担也有所改善。重复测量的方差分析显示,干预后两组的抑郁症状都有显著减少,在延迟干预组开始干预前,立即干预组的抑郁症状减少幅度更大:这项研究强调了用轻度或更大强度的活动打断久坐行为对控制高血压患者抑郁症状的有效性。在移动技术的帮助下,以家庭为基础的干预为改善心理健康提供了一种可行且方便的方法:研究结果支持更广泛地实施以家庭为基础的干预措施,减少久坐时间,以此作为改善高血压患者心理健康的重要策略,尤其是那些面临传统康复计划或高强度运动挑战的患者。
{"title":"Reducing sedentary behavior improves depressive symptoms among patients with heart failure enrolled in a home-based mobile health app cardiac rehabilitation.","authors":"Zyad T Saleh, Aziz Aslanoğlu, Wesam T Almagharbeh, Doaa El Sayed Fadila, Mathar Mohideen Nagoor Thangam, Riyad Al-Dgheim, Bayan Oleimat, Mudathir Mohamedahmed Eltayeb, Dena Eltabey Sobeh, Ahmad Rajeh Saifan, Rami A Elshatarat, Inas A Ebeid","doi":"10.1111/jnu.13039","DOIUrl":"https://doi.org/10.1111/jnu.13039","url":null,"abstract":"<p><strong>Background: </strong>Depressive symptoms are common, worsening heart failure (HF) progression and reducing quality of life. While supervised structured exercise training is effective for managing depressive symptoms, it often demands a substantial time commitment or intensive activity that may discourage participation.</p><p><strong>Objective: </strong>Evaluate the impacts of reducing sedentary time with short bouts of light physical activities or greater intensity levels on depressive symptoms after HF patients' enrollment in a home-based intervention.</p><p><strong>Methods: </strong>A total of 127 HF patients participated in an experimental two-group design, randomly allocated to either delayed or immediate decreasing sedentary time intervention. The immediate group started the intervention immediately, while the delayed group began after the first group finished their intervention. The 8-week intervention, guided by the Theory of Planned Behavior, focused on interrupting 30 min of sedentary behavior with short bouts of light- or greater intensity physical activities. Demographic and clinical variables were collected at baseline. Depressive symptoms were assessed at baseline, pre-intervention, and post-intervention. Physical activity (daily steps) was monitored daily during the study period using the Samsung mobile health app.</p><p><strong>Results: </strong>Both groups demonstrated reduced sedentary time during the intervention, with improvements in HF symptom burden. Repeated measures analysis of variance revealed a significant reduction in depressive symptoms in both groups post-intervention, with a greater reduction seen in the immediate group before the delayed group began the intervention.</p><p><strong>Conclusion: </strong>The study highlights the effectiveness of interrupting sedentary behavior with light- or greater intensity activities in managing depressive symptoms among HF patients. The home-based intervention, facilitated by mobile technology, provides a feasible and accessible approach to improving mental well-being.</p><p><strong>Clinical relevance: </strong>The findings support the broader implementation of home-based interventions addressing sedentary time reduction as a valuable strategy for enhancing the mental health of HF patients, particularly those facing challenges with traditional rehabilitation programs or intense exercise.</p>","PeriodicalId":51091,"journal":{"name":"Journal of Nursing Scholarship","volume":" ","pages":""},"PeriodicalIF":2.4,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142814893","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Journal of Nursing Scholarship
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