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AnteayerInternacionales

A Systematic Review of the Needs of Children and Young People of a Parent Diagnosed With Young‐Onset‐Dementia: Informing a Nursing Intervention

ABSTRACT

Aim

The aim of this study was to understand the needs of children and young people of a parent with young-onset dementia, to inform the development of a nursing model.

Background

Children and young people of a parent diagnosed with young onset dementia have a range of needs that are subject to change and aligned to their stage of development and growth.

Design

Systematic review.

Data Sources

Searches were conducted in PsycInfo (1806–Jan 2025), Medline (1996–Jan 2025) and CINAHL (1961–Jan 2025); search terms were developed in consultation with an academic librarian.

Review Methods

The Preferred Reporting Items for Systematic reviews and Meta-Analyses was used to assess the trustworthiness and applicability of the findings and the Mixed Methods Assessment Tool to assess quality. The review protocol was registered on PROSPERO (CRD42024534104). Needs identified from the literature were matched with the activities and interventions of a specialist nursing model.

Results

Searches yielded 223 records of which 17 met the inclusion/exclusion criteria, the majority of which used qualitative methods (N = 16). A thematic synthesis approach was used to analyse data to reveal four emergent themes: (1) finding a way, (2) social connection and peer support, (3) preserving childhood and adolescence and (4) practical support, including the needs relating to education. Identified needs: knowledge and information, emotional support, consistency in education and development, maintaining social connections, physical and psychological well-being, and grief and loss were mapped against a specialist nurse role.

Conclusion

Children and young people with a parent diagnosed with young-onset dementia face unique challenges compared to older carers. Despite growing awareness of their needs, this population is often overlooked in national dementia strategies. Developing a specialist nurse role is a positive step, but broader systemic support is essential to safeguard their well-being and future opportunities.

Reporting Method

This study adheres to the PRISMA reporting guidelines.

Patient or Public Contribution

A bespoke Research Advisory Group, consisting of people with young onset dementia, young family carers, clinicians and academics, guided the review.

Is the Whistleblowing Behaviour of Nurses and Midwives Working in Delivery Rooms Related to Their Ethical Sensitivity? A Mixed‐Methods Study

ABSTRACT

Aim

This study sought to explore the relationship between whistleblowing and ethical sensitivity among nurses and midwives working in delivery rooms.

Design

A sequential mixed-methods research design.

Method

Online data collection included 209 participants (quantitative/snowball sampling) via demographic forms and Ethical Sensitivity Questionnaire, and 9 interviews (qualitative) with semistructured questions.

Results

The ethical sensitivity levels of the participants were found to be high. It was determined that the ethical sensitivity levels were higher in individuals who were married, had a bachelor's degree, were midwives, worked in shifts and wanted to make an ethical report in the past but could not do so. Qualitative data showed that the participants were most inclined to report legal violations such as theft, invasion of privacy and abuse of office. It was determined that whistleblowing was usually reported verbally or in writing to senior management; that whistleblowers felt brave but were afraid of possible negative consequences.

Conclusion

Ethical sensitivity was identified as a factor that influences whistleblowing among nurses and midwives working in delivery rooms. In the qualitative phase, participants tended to identify legal violations as whistleblowing triggers and mostly reported such incidents to high-level managers.

Implications for the Profession and/or Patient Care

This study reveals the hesitancy of nurses and midwives to report, underlining the importance of a supportive health culture—an organizational climate within healthcare institutions that fosters transparency, psychological safety and ethical behavior to promote patient safety and accountability.

Impact

The study found that nurses' and midwives' ethical sensitivity influences their whistleblowing behaviours, with most reports directed at managers for legal violations. Fear of sanctions underscores the study's role in enhancing ethical climate and patient safety.

Reporting Method

MMAT guidelines were followed.

Patient or Public Contribution

Nurses and Midwiwes contributed to the results of the research, ensuring that it determined link between Whistleblowing behavior and ethical sensitivity.

Nurse‐sensitive quality and benchmarking in hospitals striving for Magnet® or Pathway® designation: A qualitative study

Abstract

Aim

To examine if and how selected German hospitals use nurse-sensitive clinical indicators and perspectives on national/international benchmarking.

Design

Qualitative study.

Methods

In 2020, 18 expert interviews were conducted with key informants from five purposively selected hospitals, being the first in Germany implementing Magnet® or Pathway®. Interviews were analyzed using content analysis with deductive-inductive coding. The study followed the COREQ guideline.

Results

Three major themes emerged: first, limited pre-existence of and necessity for nurse-sensitive data. Although most interviewees reported data collection for hospital-acquired pressure ulcers and falls with injuries, implementation varied and interviewees highlighted the necessity to develop additional nurse-sensitive indicators for the German context. Second, the theme creating an enabling data environment comprised building clinicians' acceptance, establishing a data culture, and reducing workload by using electronic health records. Third, challenges and opportunities in establishing benchmarking were identified but most interviewees called for a national or European benchmarking system.

Conclusion

The need for further development of nurse-sensitive clinical indicators and its implementation in practice was highlighted. Several actions were suggested at hospital level to establish an enabling data environment in clinical care, including a nationwide or European benchmarking system.

Implications for the Profession and Patient Care

Involving nurses in data collection, comparison and benchmarking of nurse-sensitive indicators and their use in practice can improve quality of patient care.

Impact

Nurse-sensitive indicators were rarely collected, and a need for action was identified. The study results show research needs on nurse-sensitive indicators for Germany and Europe. Measures were identified to create an enabling data environment in hospitals. An initiative was started in Germany to establish a nurse-sensitive benchmarking capacity.

Patient or Public Contribution

Clinical practitioners and nurse/clinical managers were interviewed.

Virtual Nursing in Residential Aged Care: What Is Known? A Rapid Review

ABSTRACT

Aims

To review current evidence on the implementation and impact of virtual nursing care in long-term aged care.

Design

An integrative rapid literature review.

Data Sources

Medline, CINAHL, Web of Science, Embase, Ageline and Scopus.

Review Methods

The review included studies involving virtual care interventions provided by nurses (or by a multidisciplinary team including nurses) to older people in residential aged care that reported health outcomes or stakeholder experiences. Consistent with PRISMA guidelines, databases were systematically searched in July and August 2024, focusing on literature published since 2014. Studies were screened in Covidence by three team members, with conflicts resolved by additional reviewers. Studies not involving nurses or not set in aged care were excluded.

Results

The search identified 13 studies, which included quantitative, qualitative and mixed-method approaches, conducted in both Australian and international settings, as well as in rural and metropolitan locations. Nurses were often involved as part of an existing virtual care programme, typically located in a hospital setting. The training and credentials of nurses delivering VN varied in terms of specialisation and advanced practice. The model of care in general was ad hoc, though in some cases there were regular, scheduled VN consultations. The time requirements for onsite staff and nurses were not well articulated in any of the studies, and information on the funding models used was also lacking.

Conclusion

There is some evidence that VN interventions in aged care may improve communication, enhance person-centred care and reduce emergency department presentations and hospitalisations.

Impact, Patient or Public Contribution

Rigorous, ongoing evaluation of VN interventions is required to ensure their appropriate application in residential aged care.

Censoring Science

Por: Pickler · Rita H.
No abstract available

US public perceives abortion to be much riskier than it actually is

Por: Arkell · R. · McCulloch · H.

Commentary on: Chaiken, S.R., Darney, B.G., Schenck, M. and Han, L., 2023. Public perceptions of abortion complications. American journal of obstetrics and gynecology, 229(4), pp.421-e1.

Implications for practice and research

  • Information provision, including clinical messaging and public health campaigns, needs to emphasise the safety of abortion, stressing accurate information on ‘true’ risks associated with respective procedures.

  • Further research should focus on exploring and tackling misinformation for all abortion methods, establishing which perceived risks are associated with which procedure type.

  • Context

    Despite firm evidence on the safety of abortion,1 a large number of myths concerning the risks associated with the treatment remain, particularly in the USA. The current political climate, which has seen increasing legal and regulatory restrictions placed on abortion, has encouraged the spread of misinformation. This has led to the perception that abortion has substantial physical and mental health risks....

    The Impact of Nursing Resources on Chronic Wound Management: A Cross‐Sectional Analysis

    ABSTRACT

    Aim

    Evaluate the relationship between hospital nursing resources and outcomes among patients with chronic wounds.

    Design

    Cross-sectional observational.

    Methods

    Hospital-level predictors included the nurse work environment, proportion of Bachelor of Science (BSN)-prepared nurses, and skill mix (i.e., registered nurses [RN] as proportion of nursing personnel). Outcomes included in-hospital and 30-day mortality, discharging to a higher level of care and length of stay. Individual-level nurse data were aggregated to create hospital-level measures of nursing resources. We utilised multi-level modelling with nurses nested within hospitals and outcomes at the patient level.

    Data

    Three datasets from 2021: RN4CAST-New York/Illinois survey, Medicare Provider Analysis and Review claims and American Hospital Association Annual Survey.

    Results

    The sample included 34,113 patients with chronic wounds in 215 hospitals in New York and Illinois. In adjusted models, a 1 standard deviation improvement in the work environment was associated with 12% lower odds of in-hospital mortality, 8% lower odds of discharging to a higher level of care and a shorter length of stay by a factor of 0.96. A 10% increase in BSN composition was associated with 8% reduced odds of in-hospital mortality and 6% reduced odds of 30-day mortality. A 10% increase in skill mix was associated with 12% lower odds of in-hospital mortality and a shorter length of stay by a factor of 0.91.

    Conclusion

    Improved nursing resources are associated with better outcomes among patients with chronic wounds.

    Implications

    Nurses manage the care of patients with chronic wounds; thus, hospital investment in nursing resources is imperative for good outcomes.

    Impact

    Modifiable hospital nursing resources are associated with outcomes among patients with chronic wounds, a complex population.

    Reporting

    STROBE.

    The Truth About Science

    Por: Pickler · Rita H.
    No abstract available

    Mixed Reality in Nursing Practice: A Mixed Methods Systematic Review

    ABSTRACT

    Aim(s)

    To review the current evidence on mixed reality (MR) applications in nursing practice, focusing on efficiency, ergonomics, satisfaction, competency, and team effectiveness.

    Design

    Mixed methods systematic review of empirical studies evaluating MR interventions in nursing practice.

    Methods

    The systematic review adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines and was registered with PROSPERO. Studies were included if they assessed nursing outcomes related to MR interventions. Exclusion criteria encompassed reviews, studies focusing solely on virtual reality, and those involving only nursing students. The Cochrane ROBINS-I, RoB 2, and CASP tools assessed the risk of bias and methodological quality.

    Data Sources

    A comprehensive search of 12 databases (MEDLINE, Embase, CINAHL, Cochrane Library, Web of Science, and others) covered literature published between January 2013 and January 2023.

    Results

    Eight studies met inclusion criteria, exploring diverse MR implementations, including smart glasses and mobile applications, across various nursing specialisations. MR demonstrated potential benefits in efficiency, such as faster task completion and improved accuracy. Satisfaction outcomes were limited but indicated promise. Ergonomic challenges were identified, including discomfort and technical issues. Studies on competency showed mixed results, with some evidence of improved skill acquisition. Team effectiveness and health equity outcomes were underexplored.

    Conclusion

    While MR shows potential in enhancing nursing practice, evidence is heterogeneous and clinical relevance remains unclear. Further rigorous comparative studies are necessary to establish its utility and address barriers to adoption.

    Implications for the Profession and/or Patient Care

    MR technology may enhance nursing efficiency, competency and satisfaction. Addressing ergonomic and technical challenges could optimise adoption and benefit patient care.

    Reporting Method

    This review adheres to PRISMA guidelines.

    Patient or Public Contribution

    No Patient or Public Contribution.

    Trial and Protocol Registration

    PROSPERO registration: #CRD42022324066

    History and Science

    Por: Pickler · Rita H.
    No abstract available

    Meeting Parents' Health Literacy Needs—Designing and Feasibility Testing of a Three‐Step Intervention in the Childhood Epilepsy Context

    ABSTRACT

    Aims

    (1) To codesign a health literacy intervention within a specialist healthcare setting to help the parents of children with epilepsy access, comprehend, use and communicate information and (2) to assess the intervention's feasibility by exploring stakeholders' perspectives on its usefulness, ease of use of trial methods and contextual factors impacting its execution.

    Design

    A codesign participatory approach followed by a feasibility approach inspired by the OPtimising HEalth LIteracy and Access to Health Services (Ophelia) process for health literacy intervention development.

    Methods

    (1) The codesign approach included workshops with (a) multidisciplinary personnel (n = 9) and (b) parents (n = 12), along with (c) an interview with one regional epilepsy specialist nurse (n = 1). The participants discussed parents' health literacy needs on the basis of vignettes and brainstormed service improvements. A three-step intervention was subsequently designed. (2) The intervention's feasibility was assessed via interviews with six parents (n = 6), a focus group interview with study nurses, a short doctors survey and a log of time spent testing the intervention.

    Results

    (1) The parents of first-time admitted children to a specialist epilepsy hospital were targeted for the intervention. Nurse–parent consultations were central to the intervention, activating parents in codeveloping and executing a tailored education plan. (2) Feasibility: parents (n = 6) experienced consultations and education plans that were beneficial for enhancing their self-efficacy in managing the child's condition. The study nurses (n = 3) acknowledged positive outcomes in streamlining patient education but felt that their training on the intervention methods was insufficient. Both parents and nurses identified limited personnel resources as a significant barrier to executing the intervention.

    Conclusion

    The codesigned intervention engaged nurses and parents in HL development despite system barriers. The parents experience enhanced self-efficacy in managing their child's condition. However, needs refinements and further feasibility tests are needed before future implementation.

    Reporting Method

    The Consort Statement 2010 extension for reporting non-randomised pilot and feasibility studies was used to ensure the methodological quality of the study. A Consort Statement 2010 checklist is provided as an additional file.

    Patient or Public Contribution

    The collaboration of parents within the target group, the providers involved and the project's steering committee was crucial in codesigning and evaluating this three-step intervention. Parents and multidisciplinary providers actively contributed through workshops, interviews and in discussion meetings. The study nurses testing the intervention played a key role in defining the documentation process for the codeveloped education plan.

    Implications for Professional Care

    This three-step health literacy intervention can positively impact parents' self-efficacy in managing their child's condition. Enhancing nurses' communication skills is essential for improving parents' health literacy, making it crucial to allocate resources for such training. The intervention content and strategies to meet parents' health literacy needs require refinement, with more provider involvement to better adapt it to the context. Future studies should focus on further feasibility testing by considering a more flexible time frame.

    Trial Registration

    Open Science Framework: https://osf.io/fg9c7/

    From an Informatics Lens: Dashboards for Hospital Nurse Managers Influencing Unit Patient Outcomes

    imageDashboards display hospital quality and patient safety measures aimed to improve patient outcomes. Although literature establishes dashboards aid quality and performance improvement initiatives, research is limited from the frontline nurse manager's perspective. This study characterizes factors influencing hospital nurse managers' use of dashboards for unit-level quality and performance improvement with suggestions for dashboard design. Using a descriptive qualitative design, semistructured interviews were conducted with 11 hospital nurse managers from a health system in the Midwestern United States. Thematic analysis was used to describe four perceived factors influencing dashboard use: external, data, technology features, and personal. External factors included regulatory standards, professional standards of care, organizational expectations, and organizational resources. Data factors included dashboard data quality and usefulness. Technology features included preference for simple, interactive, and customizable visual displays. Personal factors included inherent nurse manager qualities and knowledge. Guidelines for dashboard design involve display of required relevant quality measures that are accurate, timely, useful, and usable. Future research should involve hospital nurse managers in user-centered design to ensure dashboards are favorable for use. Further, opportunities exist for nurse manager informatics training and education on dashboard use in preparation for their role and responsibilities in unit-level quality and performance improvement.

    Longitudinal Fatigue Symptoms and Inflammatory Markers in African American Adults With Hypertension and Obstructive Sleep Apnea

    imageBackground There is a dearth of research inclusive of African American adults living with obstructive sleep apnea (OSA) despite differences in symptom presentations compared to non-Hispanic White patient populations. Less is known regarding the potential effect of comorbidities, including hypertension, on commonly reported symptoms, such as fatigue, and their association with inflammatory biomarkers. Objective This longitudinal pilot study aimed to characterize fatigue symptom presentations among African American adults newly diagnosed with OSA and discern peripheral blood analytes linked to symptoms while accounting for co-occurring hypertension. Methods African American adults newly diagnosed with OSA with and without co-occurring hypertension were approached by study staff and recruited following their diagnostic visit with sleep medicine clinicians at two health systems and followed over 6 months after commencing continuous positive airway pressure treatment. Patient-Reported Outcomes Measurement Information System Fatigue surveys and plasma were collected every 3 months from 29 participants. Mixed-effects models examined changes in fatigue symptom presentations over time while accounting for plasma-based analytes and hypertension status. Results Despite higher fatigue symptom severity upon diagnosis, participants with co-occurring hypertension reported greater improvements in fatigue scores after commencing continuous positive airway pressure treatment for up to 6 months than those without hypertension. Inverse correlations were observed between fatigue scores, C-reactive protein, matrix metalloproteinase-8, and osteoprotegerin analyte levels among participants with/without hypertension. Across all participants, changes in interleukin-6 were associated with changes in fatigue scores in the first 3 months after diagnosis. Discussion Findings indicate that hypertension is linked to increased fatigue upon diagnosis of OSA in this sample of African American adults. Fatigue in persons with hypertension improved after treatment in this sample. These hypothesis-generating findings can inform future interventional studies aimed at improving fatigue among persons with OSA while leveraging markers linked to fatigue symptom severity as potential objective markers of improvements. Further research on the role of inflammatory markers, such as IL-6, on fatigue symptom presentations is warranted in persons with OSA.

    Developing a clinical decision support framework for integrating predictive models into routine nursing practices in home health care for patients with heart failure

    Abstract

    Background

    The healthcare industry increasingly values high-quality and personalized care. Patients with heart failure (HF) receiving home health care (HHC) often experience hospitalizations due to worsening symptoms and comorbidities. Therefore, close symptom monitoring and timely intervention based on risk prediction could help HHC clinicians prevent emergency department (ED) visits and hospitalizations. This study aims to (1) describe important variables associated with a higher risk of ED visits and hospitalizations in HF patients receiving HHC; (2) map data requirements of a clinical decision support (CDS) tool to the exchangeable data standard for integrating a CDS tool into the care of patients with HF; (3) outline a pipeline for developing a real-time artificial intelligence (AI)-based CDS tool.

    Methods

    We used patient data from a large HHC organization in the Northeastern US to determine the factors that can predict ED visits and hospitalizations among patients with HF in HHC (9362 patients in 12,223 care episodes). We examined vital signs, HHC visit details (e.g., the purpose of the visit), and clinical note–derived variables. The study identified critical factors that can predict ED visits and hospitalizations and used these findings to suggest a practical CDS tool for nurses. The tool's proposed design includes a system that can analyze data quickly to offer timely advice to healthcare clinicians.

    Results

    Our research showed that the length of time since a patient was admitted to HHC and how recently they have shown symptoms of HF were significant factors predicting an adverse event. Additionally, we found this information from the last few HHC visits before the occurrence of an ED visit or hospitalization were particularly important in the prediction. One hundred percent of clinical demographic profiles from the Outcome and Assessment Information Set variables were mapped to the exchangeable data standard, while natural language processing–driven variables couldn't be mapped due to their nature, as they are generated from unstructured data. The suggested CDS tool alerts nurses about newly emerging or rising risks, helping them make informed decisions.

    Conclusions

    This study discusses the creation of a time-series risk prediction model and its potential CDS applications within HHC, aiming to enhance patient outcomes, streamline resource utilization, and improve the quality of care for individuals with HF.

    Clinical Relevance

    This study provides a detailed plan for a CDS tool that uses the latest AI technology designed to aid nurses in their day-to-day HHC service. Our proposed CDS tool includes an alert system that serves as a guard rail to prevent ED visits and hospitalizations. This tool can potentially improve how nurses make decisions and improve patient outcomes by providing early warnings about ED visits and hospitalizations.

    Nursing‐Based Sleep Promotion Intervention Effectiveness for Post Cardiac Surgery Patients: Systematic Review

    ABSTRACT

    Background

    Sleep is a fundamental prerequisite for physical and mental health. Poor quality of sleep is common among post-cardiac surgery patients and leads to serious health conditions.

    Objective

    To conduct a systematic review that investigates the effectiveness of eye masks, earplugs and deep-breathing exercise on sleep quality among post-cardiac surgery patients.

    Design

    A systematic review of interventional studies was established to meet the PRISMA guidelines.

    Methods

    PRISMA guidelines were used to assess the findings of 11 selected studies that met the inclusion criteria, published between 2007 and 2023 across four databases: CINAHL, JDNR, MEDLINE and PubMed. The search was conducted on 23 November 2023.

    Results

    The 11 most eligible studies were analysed. All of them were interventional, encompassing a total of 787 participants. Randomised controlled trials were the most common design. Interventions included eye masks, earplugs and deep-breathing exercises. The Richards-Campbell Sleep Questionnaire was the most used assessment scale. Most of the reviewed studies found that the use of non-pharmacological interventions (eye masks, earplugs and deep-breathing exercise) significantly improves the quality of sleep. These interventions were also found to have potentially positive effects on reducing pain and delirium experienced by patients after undergoing cardiac surgery.

    Conclusions

    Non-pharmacological interventions (eye masks, earplugs and deep-breathing exercise) were found to be cost-effective interventions that could be easily applied in the clinical setting and are effective in improving the quality of sleep among patients after cardiac surgery.

    A Study to Determine Consensus for Nursing Documentation Reduction in Times of Crisis

    imageNurses faced numerous challenges during the pandemic, particularly with the increased burden of electronic documentation. Surges in patient volume and visits led to rapid changes in nursing documentation, prompting diverse responses from regulatory and healthcare organizations. Nurses expressed safety concerns and struggled with changes, calling for national standards and regulatory support. Policy relaxations, such as the 1135 Waiver, sparked debate on the future of nursing care plan documentation. Using mixed-methods exploratory design, the study identified modifications of nursing documentation during crises, commonalities in documentation burden reduction for applicability beyond pandemics, and consensus on the definition of “surge.” Documentation patterns were assessed from February to November 2022, involving 175 North American nurse leaders and informaticists. Data analysis included descriptive statistics, thematic analysis, and Pearson correlation coefficient. Significant differences were found between rural and urban settings (P = .02), with urban areas showing higher odds of changes to care plans (odds ratio, 4.889; 95% confidence interval, 1.27-18.78). Key findings highlighted the persistence of postcrisis documentation changes and varied definitions of surge criteria based on organizational leadership, policy, and mandates. The study yielded insights for modifying documentation, offering policy recommendations, and emphasizing ongoing collaboration and evidence-based approaches for future nursing practices.

    Reliability and Validity of Measures Commonly Utilized to Assess Nurse Well-Being

    imageBackground 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.

    Capturing patient mobility levels in the hospital: An examination of nursing charting and behavioural mapping

    Abstract

    Aims

    Our study aimed to (1) validate the accuracy of nursing mobility documentation and (2) identify the most effective timings for behavioural mapping.

    Design

    We monitored the mobility of 55 inpatients using behavioural mapping throughout a nursing day shift, comparing the observed mobility levels with the nursing charting in the electronic health record during the same period.

    Results

    Our results showed a high level of agreement between nursing records and observed mobility, with improved accuracy observed particularly when documentation was at 12 PM or later. Behavioural mapping observations revealed that the most effective timeframe to observe the highest levels of patient mobility was between 10 AM AND 2 PM.

    Conclusion

    To truly understand patient mobility, comparing nursing charting with methods like behavioural mapping is beneficial. This comparison helps evaluate how well nursing records reflect actual patient mobility and offers insights into the best times for charting to capture peak mobility. While behavioural mapping is a valuable tool for auditing patient mobility, its high resource demands limit its regular use. Thus, determining the most effective times and durations for observations is key for practical implementation in hospital mobility audits.

    Implication for the Profession and/or Patient Care

    Nurses are pivotal in ensuring patient mobility in hospitals, an essential element of quality care. Their role involves safely mobilizing patients and accurately charting their mobility levels during each shift. For nursing practice, this research underscores that nurse charting can accurately reflect patient mobility, and highlights that recording the patient's highest level of mobility later in the shift offers a more precise representation of their actual mobility.

    Reporting Method

    Strobe.

    Patient or Public Contribution

    No Patient or Public Contribution.

    Beyond order‐based nursing workload: A retrospective cohort study in intensive care units

    Abstract

    Introduction

    In order to be positioned to address the increasing strain of burnout and worsening nurse shortage, a better understanding of factors that contribute to nursing workload is required. This study aims to examine the difference between order-based and clinically perceived nursing workloads and to quantify factors that contribute to a higher clinically perceived workload.

    Design

    A retrospective cohort study was used on an observational dataset.

    Methods

    We combined patient flow, nurse staffing and assignment, and workload intensity data and used multivariate linear regression to analyze how various shift, patient, and nurse-level factors, beyond order-based workload, affect nurses' clinically perceived workload.

    Results

    Among 53% of our samples, the clinically perceived workload is higher than the order-based workload. Factors associated with a higher clinically perceived workload include weekend or night shifts, shifts with a higher census, patients within the first 24 h of admission, and male patients.

    Conclusions

    The order-based workload measures tended to underestimate nurses' clinically perceived workload. We identified and quantified factors that contribute to a higher clinically perceived workload, discussed the potential mechanisms as to how these factors affect the clinically perceived workload, and proposed targeted interventions to better manage nursing workload.

    Clinical Relevance

    By identifying factors associated with a high clinically perceived workload, the nurse manager can provide appropriate interventions to lighten nursing workload, which may further reduce the risk of nurse burnout and shortage.

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