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Musical Activity Engagement, Depressive Symptoms, Physical Activity, and Cognitive Function in People With Type 2 Diabetes. 2 型糖尿病患者的音乐活动参与度、抑郁症状、体育活动和认知功能。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-09-01 Epub Date: 2024-05-20 DOI: 10.1097/NNR.0000000000000749
Jeeyeon Kim, Heather Cuevas

Background: Music interventions have beneficial effects on cognitive function and related risk factors, such as depressive symptoms and behavior of exercise participation. However, little research has been conducted on music's effects on people with type 2 diabetes, and evidence of the effect remains inconclusive in this population.

Objectives: Guided by the theory of music, mood, and movement (MMM), this exploratory study aimed to examine the direct and indirect effects of musical activity engagement, depressive symptoms, and physical activity on cognitive function in people with type 2 diabetes.

Methods: The present study is a secondary data analysis using the cross-sectional data collected from the Memory, Attention, and Problem-Solving Skills for Persons With Diabetes trial conducted between 2021 and 2023. Data were collected using self-reported questionnaires and a computerized cognitive assessment tool. A total of 189 people with type 2 diabetes and subjective cognitive decline were included in the study. Path analysis was conducted using IBM SPSS AMOS to examine the pathways of the proposed conceptual framework.

Results: The study results partially support the MMM model for subjective cognitive function but not objective cognitive function. The path model demonstrated the significant direct effects of musical activity engagement on physical activity, physical activity on subjective cognitive function, and depressive symptoms on physical activity as well as on subjective cognitive function. There was a significant indirect effect of musical activity engagement on subjective cognitive function through physical activity-which fully mediated this relationship. However, no significant direct effect of musical activity engagement on depressive symptoms and subjective cognitive function was found.

Discussion: The findings suggest that regular assessment of the presence of depressive symptoms and physical activity participation should be done in people with type 2 diabetes to identify potential modifiable factors and develop targeted interventions for cognitive health promotion. Also, our findings provide insights into the potential use of music to facilitate physical activity and manage cognitive health in people with type 2 diabetes. This study partially supports the MMM model; however, more research with a rigorous study design and larger sample size is needed to better understand the relationships among musical activity engagement, depressive symptoms, physical activity, and cognitive function.

背景:音乐干预对认知功能和相关风险因素(如抑郁症状和参与运动的行为)具有有益的影响。然而,有关音乐对 2 型糖尿病患者的影响的研究却很少,而且在这一人群中,有关影响的证据仍不确定:本探索性研究以音乐、情绪和运动(MMM)理论为指导,旨在研究音乐活动参与、抑郁症状和体育锻炼对 2 型糖尿病患者认知功能的直接和间接影响:本研究利用 2021 年至 2023 年期间开展的 "糖尿病患者记忆、注意力和解决问题能力 "试验收集的横断面数据进行二次数据分析。数据通过自我报告问卷和计算机化认知评估工具收集。共有189名患有2型糖尿病且主观认知能力下降的患者参与了研究。使用 IBM SPSS AMOS 进行了路径分析,以研究拟议概念框架的路径:研究结果部分支持主观认知功能的 MMM 模型,但不支持客观认知功能的 MMM 模型。路径模型显示,音乐活动参与对身体活动、身体活动对主观认知功能、抑郁症状对身体活动和主观认知功能都有显著的直接影响。音乐活动的参与通过体育活动对主观认知功能产生了明显的间接影响--体育活动完全调解了这种关系。但是,参与音乐活动对抑郁症状和主观认知功能没有明显的直接影响:讨论:研究结果表明,应定期对 2 型糖尿病患者的抑郁症状和体育活动参与情况进行评估,以确定潜在的可调节因素,并制定有针对性的干预措施,促进认知健康。此外,我们的研究结果还为音乐在促进 2 型糖尿病患者体育锻炼和管理认知健康方面的潜在用途提供了启示。本研究部分支持 MMM 模型;然而,要更好地了解音乐活动参与、抑郁症状、体育锻炼和认知功能之间的关系,还需要更多具有严格研究设计和更大样本量的研究。
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引用次数: 0
Balancing Nursing Science With Biobehavioral Approaches. 平衡护理科学与生物行为方法。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-09-01 DOI: 10.1097/NNR.0000000000000746
Samantha A Cintron, Qiuhua Shen, Janet D Pierce
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引用次数: 0
Nursing Science: This I Believe. 护理科学:我相信
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-09-01 DOI: 10.1097/NNR.0000000000000745
Jerusha N Mogaka
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引用次数: 0
Enhancing Understanding and Management of Obesity: Reflections on Behavioral Weight Loss and Food Cue Reactivity. 加强对肥胖症的理解和管理:对行为减重和食物线索反应性的思考。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-09-01 DOI: 10.1097/NNR.0000000000000744
Lien-Chung Wei, Chin-Kuai Chiu
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引用次数: 0
Peer Reviewer Contributions, Challenges, and Training. 同行评审员的贡献、挑战和培训。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-09-01 DOI: 10.1097/NNR.0000000000000754
Rita H Pickler
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引用次数: 0
Reliability and Validity of Measures Commonly Utilized to Assess Nurse Well-Being. 评估护士幸福感常用方法的可靠性和有效性。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-09-01 Epub Date: 2024-06-05 DOI: 10.1097/NNR.0000000000000752
Nicholas A Giordano, Omid Razmpour, Jennifer S Mascaro, Deanna M Kaplan, Apryl S Lewis, Marianne Baird, Polly H Willis, Lisa Reif, Rajitha Bommakanti, Alexa Lisenby, Tim Cunningham, Jeannie P Cimiotti

Background: A healthy nursing workforce is vital to ensuring that patients are provided quality care. Assessing nurses' well-being and related factors requires routine evaluations from health system leaders that leverage brief psychometrically sound measures. To date, measures used to assess nurses' well-being have primarily been psychometrically tested among other clinicians or nurses working in specific clinical practice settings rather than in large, representative, heterogeneous samples of nurses.

Objectives: This study aimed to psychometrically test measures frequently used to evaluate factors linked to nurse well-being in a heterogeneous sample of nurses within a large academic health system.

Methods: This cross-sectional, survey-based study used a convenience sample of nurses working across acute care practice settings. A total of 177 nurses completed measures, which included the Professional Quality of Life, the short form of the Professional Quality of Life measure, the two-item Connor-Davidson Resilience Scale, the five-item World Health Organization Well-Being Index, the Secondary Traumatic Stress Scale, and the single-item Mini-Z. Internal reliability and convergent validity were assessed for each measure.

Results: All the measures were found to be reliable. Brief measures used to assess domains of well-being demonstrated validity with longer measures, as evident by significant correlation coefficients.

Discussion: This study provides support for the reliability and validity of measures commonly used to assess well-being in a diverse sample of nurses working across acute care settings. Data from routine assessments of the nursing workforce hold the potential to guide the implementation and evaluation of interventions capable of promoting workplace well-being. Assessments should include psychometrically sound, low-burden measures, such as those evaluated in this study.

背景:一支健康的护理队伍对于确保为患者提供优质护理至关重要。评估护士的幸福感及相关因素需要卫生系统领导者利用简短的心理测量方法进行常规评估。迄今为止,用于评估护士幸福感的方法主要是在其他临床医生或在特定临床实践环境中工作的护士中进行心理计量测试,而不是在具有代表性的大型异质护士样本中进行测试:本研究旨在对一个大型学术医疗系统内的异质护士样本中常用于评估与护士幸福感相关因素的方法进行心理测试:这项基于调查的横断面研究对在急症护理实践环境中工作的护士进行了方便抽样调查。共有 177 名护士完成了测量,包括职业生活质量(proQOL)、职业生活质量测量简表、康纳-戴维森复原力 2-项目(CD-RISC-2)、世界卫生组织幸福指数(WHO-5)、二次创伤压力量表(STSS)和单项迷你 Z。对每项测量的内部信度和收敛效度进行了评估:结果:所有测量结果均可靠。用于评估幸福感领域的简短测量结果与较长测量结果之间存在显著的相关系数,这证明了简短测量结果与较长测量结果之间的有效性:本研究证明,在急症护理机构工作的不同护士样本中,常用于评估幸福感的测量方法具有可靠性和有效性。对护理人员进行常规评估所获得的数据有可能为实施和评估能够促进工作场所幸福感的干预措施提供指导。评估应包括心理计量学上可靠的、低负担的测量方法,如本研究中评估的方法。
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引用次数: 0
Acute Care Use Among Patients With Multiple Chronic Conditions Receiving Care From Nurse Practitioner Practices in Health Professional Shortage Areas. 在卫生专业人员短缺地区接受执业护士护理的多重慢性病患者使用急症护理的情况。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-09-01 Epub Date: 2024-06-26 DOI: 10.1097/NNR.0000000000000758
Amy McMenamin, Eleanor Turi, Justinna Dixon, Jianfang Liu, Grant Martsolf, Lusine Poghosyan

Background: Patients with multiple chronic conditions often have many care plans, polypharmacy, and unrelieved symptoms that contribute to high emergency department and hospital use. High-quality primary care delivered in practices that employ nurse practitioners can help prevent the need for such acute care services. However, such practices located in primary care health professional shortage areas face challenges caring for these patients because of higher workloads and fewer resources.

Objective: We examined differences in hospitalization and emergency department use among patients with multiple chronic conditions who receive care from practices that employ nurse practitioners in health professional shortage areas compared to practices that employ nurse practitioners in non-health professional shortage areas.

Methods: We performed an analysis of Medicare claims, merged with Health Resources and Services Administration data on health professional shortage area status in five states. Our sample included 394,424 community-dwelling Medicare beneficiaries aged ≥65 years, with at least two of 15 common chronic conditions who received care in 779 practices that employ nurse practitioners. We used logistic regression to assess the relationship between health professional shortage area status and emergency department visits or hospitalizations.

Results: We found a higher likelihood of emergency department visits among patients in health professional shortage areas compared to those in non-health professional shortage areas and no difference in the likelihood of hospitalization.

Discussion: Emergency department use differences exist among older adults with multiple chronic conditions receiving care in practices that employ nurse practitioners in health professional shortage areas, compared to those in non-health professional shortage areas. To address this disparity, the health professional shortage area program should invest in recruiting and retaining nurse practitioners to health professional shortage areas to ease workforce shortages.

背景:患有多种慢性疾病的患者往往有许多护理计划、多种药物和无法缓解的症状,这些都是急诊科和医院用药量高的原因。聘用执业护士的医疗机构所提供的高质量初级保健服务可帮助患者避免对此类急诊服务的需求。然而,由于工作量更大、资源更少,这些位于初级保健专业人员短缺地区的诊所在照顾这些病人方面面临挑战:我们研究了在卫生专业人员短缺地区聘用执业护士的医疗机构与在非卫生专业人员短缺地区聘用执业护士的医疗机构接受治疗的多重慢性病患者在住院和急诊使用方面的差异:我们对五个州的医疗保险索赔进行了分析,并与卫生资源和服务管理局关于卫生专业人员短缺地区状况的数据进行了合并。我们的样本包括 394,424 名年龄≥65 岁、患有 15 种常见慢性疾病中至少两种疾病的社区医疗保险受益人,他们在 779 家聘用执业护士的诊所接受治疗。我们使用逻辑回归法评估了卫生专业人员短缺地区状况与急诊室就诊或住院之间的关系:结果:我们发现,与非卫生专业人员短缺地区的患者相比,卫生专业人员短缺地区的患者到急诊科就诊的可能性更高,而住院的可能性则没有差异:与非卫生专业人员短缺地区相比,在卫生专业人员短缺地区聘用执业护士的医疗机构接受治疗的患有多种慢性病的老年人在急诊室就诊方面存在差异。为解决这一差异,卫生专业人员短缺地区计划应投资于招聘和留住卫生专业人员短缺地区的执业护士,以缓解劳动力短缺问题。
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引用次数: 0
Treatment Complications Associated With Hospital Admission in Oropharyngeal Cancer Patients. 与口咽癌患者入院相关的治疗并发症。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-09-01 Epub Date: 2024-03-06 DOI: 10.1097/NNR.0000000000000729
Laura McLaughlin, Timothy Chrusciel, Usa Khemthong

Background: Oropharyngeal cancer (OPC) survivorship is a nursing priority because patients are living longer while significant short-term and long-term treatment complications that require nursing care are increasing. Hospital readmission is costly and reflects the quality of care patients receive.

Objectives: This secondary analysis aimed to determine the prevalence of treatment complications resulting in hospital admissions among persons with OPC and examine the relationship between treatment complications resulting in hospital admission among persons with OPC and all other persons with head and neck cancer.

Methods: Using the National Inpatient Survey 2008-2019 database, we identified persons with relevant head and neck cancer diagnoses using specific International Classification of Disease ICD-9 and ICD-10 codes. Complications were operationalized by diagnosis-related codes; persons with codes for major elective surgery were excluded as our focus was posttreatment symptoms requiring hospitalization. Descriptive statistics were used to characterize persons with OPC hospitalized between 2008 and 2019. Binary logistic regression was used to assess complications using crude comparisons. The Elixhauser Comorbidity Index was used for controlling for comorbidities.

Results: The final analysis samples included 751,533: 164,770 persons with OPC and 586,763 with other head and cancers. The most prevalent diagnoses observed in those with OPC were esophagitis, nutrition disorder, hematological disorder, and renal failure; the least common diagnoses were sepsis, respiratory tract infection, and pneumonia. Binary regression revealed that persons with OPC experienced significantly more esophagitis, nutrition disorders, hematological disorders, and renal failure compared to persons with other head and neck cancers.

Discussion: Treatment of survivors of OPC requires more intensive monitoring for early symptoms associated with treatment, including esophagitis, nutrition disorders, bleeding disorders, and renal failure, than persons with other head and neck cancers. Monitoring laboratory values and clinical manifestations of these conditions is imperative. Nurses may encounter persons with OPC in emergency departments, outpatient radiology, or inpatient general medicine floors to manage swallowing difficulties, dehydration, malnutrition, and bleeding. Delayed or ineffective treatment of these conditions contributes to readmission, financial burden, and impairment of patient's quality of life. Future research should investigate the relationship between targeted treatment for expected complications and readmission rates in persons with OPC.

背景:口咽癌幸存者是护理工作的重点,因为患者的寿命越来越长,而需要护理的重大短期和长期治疗并发症却越来越多。再入院治疗费用高昂,反映了患者所接受的护理质量:这项二次分析旨在确定导致口咽癌患者入院的治疗并发症的发生率,并研究导致口咽癌患者入院的治疗并发症与所有其他头颈部癌症患者入院的治疗并发症之间的关系:利用 2008-2019 年全国住院病人调查数据库,我们使用特定的国际疾病分类 (ICD) ICD-9 和 ICD-10 编码确定了相关头颈部癌症患者。并发症通过与诊断相关的代码进行操作;由于我们的重点是需要住院治疗的治疗后症状,因此不包括有重大择期手术代码的人员。我们使用描述性统计来描述 2008 年至 2019 年期间住院的 OPC 患者的特征。使用二元逻辑回归进行粗略比较,以评估并发症。Elixhauser合并症指数用于控制合并症:最终分析样本包括 751,533 人:164,770 人患有口咽癌,586,763 人患有其他头部癌症。口咽癌患者最常见的诊断是食管炎、营养失调、血液病和肾功能衰竭;最不常见的诊断是败血症、呼吸道感染和肺炎。二元回归结果显示,与其他头颈部癌症患者相比,口咽癌患者的食管炎、营养失调、血液病和肾功能衰竭发生率明显更高:讨论:与其他头颈部癌症患者相比,口咽癌幸存者在治疗过程中需要加强监测与治疗相关的早期症状,包括食管炎、营养失调、出血性疾病和肾功能衰竭。对这些情况的实验室值和临床表现进行监测势在必行。护士可能会在急诊科、放射科门诊或普通内科住院病房遇到口咽癌患者,需要处理吞咽困难、脱水、营养不良和出血等问题。这些情况的治疗延误或无效会导致患者再次入院、经济负担加重和生活质量下降。未来的研究应调查口咽癌患者预期并发症的针对性治疗与再入院率之间的关系。
{"title":"Treatment Complications Associated With Hospital Admission in Oropharyngeal Cancer Patients.","authors":"Laura McLaughlin, Timothy Chrusciel, Usa Khemthong","doi":"10.1097/NNR.0000000000000729","DOIUrl":"10.1097/NNR.0000000000000729","url":null,"abstract":"<p><strong>Background: </strong>Oropharyngeal cancer (OPC) survivorship is a nursing priority because patients are living longer while significant short-term and long-term treatment complications that require nursing care are increasing. Hospital readmission is costly and reflects the quality of care patients receive.</p><p><strong>Objectives: </strong>This secondary analysis aimed to determine the prevalence of treatment complications resulting in hospital admissions among persons with OPC and examine the relationship between treatment complications resulting in hospital admission among persons with OPC and all other persons with head and neck cancer.</p><p><strong>Methods: </strong>Using the National Inpatient Survey 2008-2019 database, we identified persons with relevant head and neck cancer diagnoses using specific International Classification of Disease ICD-9 and ICD-10 codes. Complications were operationalized by diagnosis-related codes; persons with codes for major elective surgery were excluded as our focus was posttreatment symptoms requiring hospitalization. Descriptive statistics were used to characterize persons with OPC hospitalized between 2008 and 2019. Binary logistic regression was used to assess complications using crude comparisons. The Elixhauser Comorbidity Index was used for controlling for comorbidities.</p><p><strong>Results: </strong>The final analysis samples included 751,533: 164,770 persons with OPC and 586,763 with other head and cancers. The most prevalent diagnoses observed in those with OPC were esophagitis, nutrition disorder, hematological disorder, and renal failure; the least common diagnoses were sepsis, respiratory tract infection, and pneumonia. Binary regression revealed that persons with OPC experienced significantly more esophagitis, nutrition disorders, hematological disorders, and renal failure compared to persons with other head and neck cancers.</p><p><strong>Discussion: </strong>Treatment of survivors of OPC requires more intensive monitoring for early symptoms associated with treatment, including esophagitis, nutrition disorders, bleeding disorders, and renal failure, than persons with other head and neck cancers. Monitoring laboratory values and clinical manifestations of these conditions is imperative. Nurses may encounter persons with OPC in emergency departments, outpatient radiology, or inpatient general medicine floors to manage swallowing difficulties, dehydration, malnutrition, and bleeding. Delayed or ineffective treatment of these conditions contributes to readmission, financial burden, and impairment of patient's quality of life. Future research should investigate the relationship between targeted treatment for expected complications and readmission rates in persons with OPC.</p>","PeriodicalId":49723,"journal":{"name":"Nursing Research","volume":" ","pages":"354-363"},"PeriodicalIF":2.2,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140159412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Symptoms and Health-Related Quality of Life Among Older Adults Living With HIV. 感染艾滋病毒的老年人的症状和与健康相关的生活质量。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-09-01 Epub Date: 2024-03-06 DOI: 10.1097/NNR.0000000000000727
Jung Eun Lee, Emily R Haynes, Philip A Chan

Background: As individuals living with HIV age, they often experience both physical and psychological symptoms-along with potential reductions in social support-which can significantly affect their health-related quality of life (HRQOL)-a crucial measure in HIV care. However, research exploring the potential predictive roles of social support and symptom experiences in HRQOL among older people living with HIV (PLWH) is limited.

Objectives: This cross-sectional study aimed to investigate relationships between social support, symptom experiences, and HRQOL in older adults with HIV.

Methods: Older adults with HIV aged ≥50 years completed surveys on demographic and HIV-related characteristics, social support, four symptoms, and HRQOL. Hierarchical multiple linear regression analyses were used to determine predictors for six HRQOL domains.

Results: Among the 141 PLWH, significant associations were found between fatigue and health perceptions, physical functioning, and role functioning. Sleep disturbance was a significant predictor of health perceptions and social functioning. Anxiety displayed associations with physical functioning, role functioning, mental health, and pain. Depression was linked to health perceptions and mental health aspects of HRQOL. Notably, social support was not associated with any HRQOL domains.

Discussion: These findings underscore the importance of assessing a range of common symptoms to enhance HRQOL among older adults living with HIV, necessitating tailored symptom management strategies for this growing population.

背景:随着艾滋病病毒感染者年龄的增长,他们经常会出现生理和心理症状,同时社会支持也可能减少,这可能会严重影响他们与健康相关的生活质量(HRQOL)--这是艾滋病护理的一项重要指标。然而,探索社会支持和症状体验对老年艾滋病病毒感染者(PLWH)健康相关生活质量的潜在预测作用的研究还很有限:这项横断面研究旨在调查社会支持、症状体验和 HIV 感染老年人 HRQOL 之间的关系:方法:年龄≥50 岁的老年 HIV 感染者完成了关于人口统计学和 HIV 相关特征、社会支持、四种症状和 HRQOL 的调查。采用层次多元线性回归分析确定六个 HRQOL 领域的预测因素:在 141 名 PLWH 中,疲劳与健康感知、身体功能和角色功能之间存在显著关联。睡眠障碍是健康感知和社会功能的重要预测因素。焦虑与身体机能、角色机能、心理健康和疼痛有关。抑郁与健康感知和心理健康方面的 HRQOL 有关。值得注意的是,社会支持与任何 HRQOL 领域均无关联:讨论:这些发现强调了评估一系列常见症状以提高感染艾滋病毒的老年人的 HRQOL 的重要性,因此有必要为这一日益增长的人群制定有针对性的症状管理策略。
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引用次数: 0
The Arcus Experience: Bridging the Data Science Gap for Nurse Researchers. Arcus 经验:为护士研究人员缩小数据科学差距。
IF 2.2 4区 医学 Q1 NURSING Pub Date : 2024-09-01 Epub Date: 2024-05-10 DOI: 10.1097/NNR.0000000000000748
Eloise L Flood, Lorene Schweig, Elizabeth B Froh, Warren D Frankenberger, Ruth M Lebet, Mei-Lin Chen-Lim, K Joy Payton, Margaret A McCabe

Background: For years, nurse researchers have been called upon to engage with "big data" in the electronic health record (EHR) by leading studies focusing on nurse-centric patient outcomes and providing clinical analysis of potential outcome indicators. However, the current gap in nurses' data science education and training poses a significant barrier.

Objectives: We aimed to evaluate the viability of conducting nurse-led, big-data research projects within a custom-designed computational laboratory and examine the support required by a team of researchers with little to no big-data experience.

Methods: Four nurse-led research teams developed a research question reliant on existing EHR data. Each team was given its own virtual computational laboratory populated with raw data. A data science education team provided instruction in coding languages-primarily structured query language and R-and data science techniques to organize and analyze the data.

Results: Three research teams have completed studies, resulting in one manuscript currently undergoing peer review and two manuscripts in progress. The final team is performing data analysis. Five barriers and five facilitators to big-data projects were identified.

Discussion: As the data science learning curve is steep, organizations need to help bridge the gap between what is currently taught in doctoral nursing programs and what is required of clinical nurse researchers to successfully engage in big-data methods. In addition, clinical nurse researchers require protected research time and a data science infrastructure that supports novice efforts with education, mentorship, and computational laboratory resources.

背景:多年来,护士研究人员一直被要求参与电子健康记录(EHR)中的 "大数据",领导以护士为中心的患者预后研究,并提供潜在预后指标的临床分析。然而,目前护士在数据科学教育和培训方面的差距构成了重大障碍:我们旨在评估在定制设计的计算实验室内开展由护士领导的大数据研究项目的可行性,并研究由几乎没有大数据经验的研究人员组成的团队所需的支持:方法:四个由护士领导的研究团队根据现有的电子病历数据提出了一个研究问题。每个团队都有自己的虚拟计算实验室,实验室里有原始数据。数据科学教育团队提供编码语言(主要是结构化查询语言和 R)以及数据科学技术方面的指导,以组织和分析数据:结果:三个研究小组完成了研究,其中一份手稿正在接受同行评审,两份手稿正在撰写中。最后一个团队正在进行数据分析。结果:三个研究小组完成了研究,其中一份手稿正在接受同行评审,两份手稿正在撰写中:由于数据科学的学习曲线非常陡峭,各组织需要帮助弥合目前护理博士课程的教学内容与临床护士研究人员成功参与大数据方法的要求之间的差距。此外,临床护士研究人员还需要受保护的研究时间和数据科学基础设施,以便通过教育、指导和计算实验室资源支持新手的工作。
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引用次数: 0
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