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AnteayerInternacionales

Nurses' attitudes towards COVID‐19 vaccines: A qualitative study (PROACTIVE‐study)

Abstract

Aim

To explore the attitudes of healthcare workers towards COVID-19 vaccines.

Design

A qualitative descriptive design was used.

Methods

Five focus groups were conducted between October and November 2021, with a total of 30 nurses from different contexts in Northern Italy. Thematic analysis was used to analyse the transcripts.

Results

Three main themes were identified: ‘favourable’, ‘unsure’ and ‘contrary to’ COVID-19 vaccines. The favourable position was underpinned by trust in science, research and vaccination; protection for themselves, their families, patients and the population; duty as professionals; necessity to set an example for others. Participants who were unsure had doubts about the composition, safety and efficacy of the vaccine and were sometimes afraid that media provided incomplete information. The main reason why nurses were against was the feeling that being forced to vaccinate perceived as blackmail. Favourable or unsure nurses struggled to deal with those who were against and developed a series of emotions that ranged from respect and attempt to rationalize, to frustration and defeat.

Conclusions

Identifying the areas of hesitation is essential to understand what affects the choices of acceptance, delay or refusal of vaccination. The issues that emerged regarding proper communication within the vaccination campaign highlights the key importance of adequate vaccination strategies.

Implication for the Profession and/or Patient Care

Understanding attitudes towards vaccine and related motivations among healthcare workers could help develop more specific and targeted vaccination campaigns that can ensure proper vaccination coverage rates and avoid hesitancy or refusal.

Impact

Healthcare workers experiences of COVID-19 vaccines, their views and know how they feel during COVID-19 vaccinations. Healthcare workers had three different positions in COVID-19 vaccination. This research will guide and target future vaccination campaigns.

Reporting Method

The study is reported using the Standards for Reporting Qualitative Research (SRQR).

Patient or Public Contribution

No Patient or Public Contribution.

Analysis of the factors influencing of sleep quality in intensive care unit awake patients based on a structural equation model: A cross‐sectional study

Abstract

Objective

The objective of this study was to construct and validate a structural equation model (SEM) to identify factors associated with sleep quality in awake patients in the intensive care unit (ICU) and to assist in the development of clinical intervention strategies.

Research Methods/Setting

In this cross-sectional study, 200 awake patients who were cared for in the ICU of a tertiary hospital in China were surveyed via several self-report questionnaires and wearable actigraphy sleep monitoring devices. Based on the collected data, structural equation modelling analysis was performed using SPSS and AMOS statistical analysis software. The study is reported using the STROBE checklist.

Results

The fit indices of the SEM were acceptable: χ2/df = 1.676 (p < .001) and RMSEA = .058 (p < 0.080). Anxiety/depression had a direct negative effect on the sleep quality of awake patients cared for in the ICU (β = −.440, p < .001). In addition, disease-freeness progress had an indirect negative effect on the sleep quality of awake patients cared for in the ICU (β = −.142, p < .001). Analgesics had an indirect negative effect on the sleep quality of awake patients cared for in the ICU through pain and sedatives (β = −.082, p < .001). Sedation had a direct positive effect on the sleep quality of conscious patients cared for in the ICU (β = .493; p < .001).

Conclusion

The results of the SEM showed that the sleep quality of awake patients cared for in the ICU is mainly affected by psychological and disease-related factors, especially anxiety, depression and pain, so we can improve the sleep quality of patients through psychological intervention and drug intervention.

Patient‐related decisional regret: An evolutionary concept analysis

Abstract

Background

Health-related decision-making is a complex process given the variability of treatment options, conflicting treatment plans, time constraints and variable outcomes. This complexity may result in patients experiencing decisional regret following decision-making. Nonetheless, literature on decisional regret in the healthcare context indicates inconsistent characterization and operationalization of this concept.

Aim(s)

To conceptually define the phenomenon of decisional regret and synthesize the state of science on patients' experiences with decisional regret.

Design

A concept analysis.

Methods

Rodgers' evolutionary method guided the conceptualization of this review. An interdisciplinary literature search was conducted from 2003 until 2023 using five databases, PubMed, CINAHL, Embase, PsycINFO and Web of Science. The search informed how the concept manifested across health-related literature. We used PRISMA-ScR checklist to guide the reporting of this review.

Results

Based on the analysis of 25 included articles, a conceptual definition of decisional regret was proposed. Three defining attributes underscored the negative cognitive-emotional nature of this concept, post-decisional experience relating to the decision-making process, treatment option and/or treatment outcome and an immediate or delayed occurrence. Antecedents preceding decisional regret comprised initial psychological or emotional status, sociodemographic determinants, impaired decision-making process, role regret, conflicting treatment plans and adverse treatment outcomes. Consequences of this concept included positive and negative outcomes influencing quality of life, health expectations, patient-provider relationship and healthcare experience appraisal. A conceptual model was developed to summarize the concept's characteristics.

Conclusion

The current knowledge on decisional regret is expected to evolve with further exploration of this concept, particularly for the temporal dimension of regret experience. This review identified research, clinical and policy gaps informing our nursing recommendations for the concept's evolution.

No Patient or Public Contribution

This concept analysis examines existing literature and does not require patient-related data collection. The methodological approach does not necessitate collaboration with the public.

Leadership factors for cardiopulmonary resuscitation for clinicians in‐hospital; behaviours, skills and strategies: A systematic review and synthesis without meta‐analysis

Abstract

Aim

To identify leadership factors for clinicians during in-hospital cardiopulmonary resuscitation.

Design

Systematic review with synthesis without meta-analysis.

Methods

The review was guided by SWiM, assessed for quality using CASP and reported with PRISMA.

Data Sources

Cochrane, EMBASE, PubMed, Medline, Scopus and CINAHL (years of 2013–2023) and a manual reference list search of all included studies.

Results

A total of 60 papers were identified with three major themes of useful resuscitation leadership; ‘social skills’, ‘cognitive skills and behaviour’ and ‘leadership development skills’ were identified. Main factors included delegating effectively, while being situationally aware of team members' ability and progress during resuscitation, and being empathetic and supportive, yet ‘controlling the room’ using a hands-off style. Shared decision-making to reduce cognitive load for one leader was shown to improve effective teamwork. Findings were limited by heterogeneity of studies and inconsistently applied tools to measure leadership.

Conclusion

Traditional authoritarian leadership styles are not wanted by team members with preference for shared leadership and collaboration. Balancing this with the need for team members to see leaders in ‘control of the room’ brings new challenges for leaders and trainers of resuscitation.

Implications for Nursing Profession

All clinicians need effective leadership skills for cardiopulmonary resuscitation in-hospital. Nurses provide first response and ongoing leadership for cardiopulmonary resuscitation. Nurses typically display suitable skills that align with useful resuscitation leader factors.

Impact

What were the main findings?

Collaboration rather than an authoritarian approach to leadership is preferred by team members. Nurses are suitable to ‘control the room’. Restricting resuscitation team size will manage disruptive behaviour of team members.

Trial Registration

PROSPERO Registration: CRD42022385630.

Patient of Public Contribution

No patient of public contribution.

Identifying the contributors to nursing caring success stories

Abstract

Aims

To (a) seek examples of nursing caring success stories and (b) identify the common contributors to these successes. By focusing on the successes of nursing care rather than critically examining failures, this research seeks to provide examples of proven and feasible approaches and processes for improving care.

Design

This study used a narrative inquiry design.

Methods

Data were collected through group interviews. Four interviews were conducted with a total of 20 nurse participants working in inpatient settings in South Australian hospitals. A thematic analysis approach was used to analyse the data.

Results

Two dominant themes concerning the contributors to caring success were identified. These contributors were (1) the provision of holistic care and (2) the influence of the caring community, which includes family members and other patients. The findings also indicated that the definition of caring success according to nurses is not aligned with organisational performance indicators but is more closely represented by caring values.

Conclusion

Success, according to nurses, is not exclusively defined by patient outcomes but includes the approach to, and process of, care delivery.

Implications for the Profession and/or Patient Care

Nurses value the caring process while working in an environment that primarily values clinical and systems-level outcomes. Nurses want patients and their families, allied health professionals and hospital executives to be involved and invested in the process of care.

Impact

This study addressed a gap in the current literature to identify commonalities in nursing success stories, the contributors informing these successes and how these contributors can facilitate improved patient care. Understanding nursing definitions of caring success provides an opportunity to expand upon current accepted industry definitions and perspectives such as key performance indicators.

Reporting Method

Consolidated Criteria for Reporting Qualitative Research (COREQ) checklist.

Patient or Public Contribution

No direct patient or public contribution.

Is elderspeak communication in simulated hospital dementia care congruent to communication in actual patient care? A mixed‐methods pilot study

Abstract

Aims

Simulation offers a feasible modality to prepare nurses for challenges communicating with patients with dementia. Elderspeak communication is speech that sounds like baby talk and can lead to rejection of care by patients with dementia. However, it is unknown if simulation can be used to capture elderspeak communication in dementia care. The purpose of this mixed-methods study was to determine if simulation accurately captures elderspeak communication by nursing staff in hospital dementia care.

Design

A 3-part mixed-methods design in which (1) three dementia care simulations were designed and validated by a panel of experts, (2) communication by nursing staff completing each simulation was quantitatively compared to communication during actual patient care, and (3) views on the realism were explored using within- and across-case coding.

Methods

Three simulations using different modalities (manikin, role-play, and standardised patient) were designed and validated with eight experts using the Lynn Method. Ten nursing staff were audio-recorded and their communication was coded for elderspeak communication. Results for each simulation were compared using Wilcoxon signed-rank test to recordings taken during actual dementia care encounters. Debriefings were coded for realism and results were converged.

Results

The average time using elderspeak during naturalistic care was 29.9% (SD = 20.9%) which did not differ from the average amount of elderspeak used across the three simulations modalities which ranged from 29.1% to 30.4%. Qualitative results suggested a lack of realism with the manikin condition and the nursing staff indicated preference for the simulation with the standardised patient.

Conclusions

Communication elicited in the dementia care simulations was congruent to communication produced in actual dementia care but preference was for the standardised patient.

Implications for Patient Care

Elderspeak communication can be accurately produced in the simulated environment which indicates that simulation is a valid method for person-centred communication training in nursing staff.

Impact

Simulation offers a feasible modality to prepare nurses for challenges communicating with patients with dementia. Elderspeak communication is speech that sounds like baby talk and can lead to rejection of care by patients with dementia. However, it is unknown if simulation can be used to capture elderspeak communication in dementia care. Elderspeak communication captured in the simulated environment was congruent to communication nursing staff use during actual patient care to hospitalised persons living with dementia. This study empirically identifies that communication is elicited in similar patterns by nursing staff in the simulated environment compared to the naturalistic care environment which demonstrates that simulation can be used as a valid tool for education and research on person-centred communication.

Reporting Methods

STROBE.

Patient or Public Contribution

No Patient or Public Contribution.

Prevalence and risk factors of depression and anxiety symptoms in intensive care unit patients with cardiovascular disease: A cross‐sectional study

Abstract

Aims

To investigate the prevalence of anxiety and depression symptoms in intensive care unit (ICU) patients with cardiovascular disease (CVD) and to explore which elements are risk factors for the development of anxiety and depression symptoms.

Design

A cross-sectional study.

Methods

A total of 1028 ICU patients with CVD were enrolled in this cross-sectional study. Logistic regression was used to assess risk factors and associations between anxiety and depression symptoms, and mediation analysis was used to explore the effect of risk factors on the association between anxiety and depression symptoms. Reporting of the study followed the STROBE checklist.

Results

The results showed that among ICU patients with CVD, 38.1% had anxiety symptoms, 28.7% had depression symptoms and 19.3% had both anxiety and depression symptoms, and there was a significant association between anxiety and depression symptoms. We also identified female gender, hypertension, hyperlipidemia and cardiac function class IV as independent risk factors for anxiety and depression symptoms. Importantly, these factors also mediated the association between anxiety and depression symptoms, emphasising their role in the psychological well-being of this patient group.

Conclusion

ICU patients with CVD were prone to anxiety and depression symptoms. Female gender, hypertension, hyperlipidemia and cardiac function class IV were identified as independent risk factors that also served as mediators in the relationship between anxiety and depression symptoms. Especially, cardiac function class IV emerged as a critical factor in this association.

Relevance to Clinical Practice

It is imperative for critical care professionals to recognize the elevated risk of depression and anxiety among ICU patients with severe CVD, especially those with cardiac function class IV, hypertension, hyperlipidemia and females. Proactive and supportive measures are essential for this vulnerable group during their ICU stay to safeguard their mental health and prevent negative outcomes.

Patient or Public Contribution

No Patient or Public Contribution.

The role of nurse–patient mutuality on self‐care behaviours in patients with chronic illness

Abstract

Aim

To examine the role of nurse–patient mutuality on three self-care behaviours in chronic illness patients.

Design

A cross-sectional multi-centre study was conducted.

Methods

Mutuality was measured with the Nurse–Patient Mutuality in Chronic Illness scale which has the dimensions of developing and going beyond, being a point of reference and deciding and sharing care, and self-care was measured with the Self-care of Chronic Illness Inventory (SC-CII). Multivariable linear regression analyses were used to assess the contribution of three dimensions of mutuality on self-care maintenance, monitoring and management behaviours controlling for patient gender, age, education, number of medications, and presence of a family caregiver.

Results

The sample included 465 inpatients and outpatients with at least one chronic illness. The three dimensions of mutuality had different roles in their influence on the three dimensions of self-care. Developing and going beyond was significantly associated with self-care maintenance and self-care monitoring behaviours. Point of reference was significantly associated with self-care maintenance behaviour. Deciding and sharing care was significantly associated with self-care monitoring and self-care management behaviours.

Conclusion

The mutuality between nurse and patient may be a novel area of research to support and improve patient self-care behaviours with implications for clinical practice and education.

Implication for Profession and Patient Care

Mutuality between nurse and patient increases patient engagement, symptom recognition, decision-making process and patient-centred approach favouring the development of self-care behaviours.

Impact

Mutuality between nurse and patient is a new concept and its association with the patient outcomes could bring relevance to the nursing profession. Self-care behaviours are important in the management of chronic diseases, but are difficult to perform. Mutuality between nurse and patient influences the three different behaviours of self-care in chronic illness, for this reason it is important to increase the level of mutuality in this dyad.

Reporting Method

STROBE checklist for cross-sectional studies was followed in this study.

Patient or Public Contribution

Patients were involved in the sample of the study.

Emotional labour in nursing research: A bibliometric analysis

Abstract

Aim

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

Design

Utilizing descriptive and bibliometric analysis techniques.

Methods

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

Data Sources

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

Results

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

Conclusion

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

Impact

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

Reporting Method

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

No Patient or Public Contribution

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

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.

The relationships between certified nursing assistants' voice behaviour and job satisfaction, work engagement and turnover intentions: A two‐wave survey study

Abstract

Aim

Whereas voice behaviour has been identified as a key precursor to safe and high-quality patient care, little is known about how voice relates to key workforce outcomes. This study aimed to investigate the relationships between certified nursing assistants' perceived promotive voice behaviour (speaking up with suggestions for future improvement) and prohibitive voice behaviour (speaking up about problems or potentially harmful situations) and their self-reported levels of job satisfaction, work engagement and turnover intentions.

Design and methods

Dutch certified nursing assistants were recruited for a two-wave survey study through non-random convenience sampling. The final sample contained 152 respondents. The data were analysed using multiple linear regression analyses. In all analyses, the dependent variable at time one was controlled for.

Results

Certified nursing assistants' promotive and prohibitive voice behaviour at time one were found to be positively related to their level of job satisfaction at time two while controlling for job satisfaction at time one. No relationships with work engagement or occupational turnover intentions were found.

Conclusion

While previous research has found positive effects of voice on patient safety outcomes and team and organizational improvements in care organizations, we demonstrate that voice is also related to a key workforce outcome, that is, certified nursing assistants' job satisfaction.

Implications and impact

Recognizing the interplay between voice behaviour and job satisfaction underscores the importance of creating work environments where certified nursing assistants feel able and willing to make their voices heard—with ideas and suggestions, as well as information regarding problems and concerns.

Patient or public involvement

Three certified nursing assistants have contributed to the development of the survey.

Nursing/midwifery students' perceptions of caring pedagogy and online learning during the COVID‐19 pandemic

Abstract

Aim

This study aimed to gain a better understanding of nursing/midwifery students' perspectives on a pedagogy of caring and online learning during the COVID-19 pandemic. In addition, it aimed to determine if the COVID-19 pandemic impacted students' perceptions and experience of online learning and students' desire to enter the nursing/midwifery workforce.

Design

Mixed methods.

Methods

A multi-centre cross-sectional survey of Australian nursing and midwifery students was undertaken to explore students’ experience of learning during the COVID-19 pandemic.

Results

There are several key findings from this study that may be relevant for the future delivery of undergraduate health education, students transitioning to practice and healthcare workforce retention. The study found that although students were somewhat satisfied with online learning during COVID-19, students reported significant issues with knowledge/skill acquisition and barriers to the learning process. The students reported feeling less prepared for practice and identified how clinical staff were unable to provide additional guidance and support due to increased workloads and stress. The textual responses of participants highlighted that connection/disconnection, empathy and engagement/disengagement had an impact on learning during COVID-19.

Conclusion

Connection, engagement and isolation were key factors that impacted nursing students’ online learning experiences. In addition, graduates entering the workforce felt less prepared for entry into practice due to changes in education delivery during COVID-19 that they perceived impacted their level of clinical skills, confidence and ability to practice as new graduate nurses/midwives.

Patient or Public Contribution

Not applicable.

Impact

Attention must be given to the transition of new graduate nurses and midwives whose education was impacted by pandemic restrictions, to support their professional career development and to ensure retention of future healthcare workforce. Connection, engagement and isolation were key factors that impacted nursing students' online learning experiences. Educators should consider how connection and engagement can be actively embedded in the online learning environment.

Exploring the relationship between illness perception, self‐management and quality of life among HIV‐positive men who have sex with men

Abstract

Aims

This study aimed to explore the mediating effect of self-management (SM) on the relationship between illness perception and quality of life (QOL) among Human immunodeficiency virus (HIV)-positive men who have sex with men (MSM).

Design

A cross-sectional study.

Methods

We explored the effect of illness perception and self-management on QOL using the multiple regression model. Moreover, we conducted a simple mediation analysis to examine the role of SM in the relationship between illness perception and QOL. In addition, a parallel mediation analysis was performed to investigate the differences in domains of SM on the relationship between illness perception and QOL.

Results

Among 300 Chinese HIV-positive MSM, the mean score of SM was 39.9 ± 6.97, with a range of 14.0–54.0. The higher score in SM indicated a higher level of HIV SM. SM was negatively related to illness perception (r = −0.47) while positively related to QOL (r = 0.56). SM partially mediated the relationship between illness perception and QOL, accounting for 25.3% of the total effect. Specifically, both daily self-management health practices and the chronic nature of the self-management domain played a parallel role in mediating the relationship between illness perception and QOL.

Conclusion

Our study demonstrated that SM was a significant factor influencing QOL among HIV-positive MSM. Focusing on daily self-management health practices and the chronic nature of self-management could be the potential key targets for enhancing HIV self-management strategies.

Implications for the Profession and/or Patient Care

This study emphasized the role of SM in the well-being of HIV-positive MSM and underscored the importance of developing interventions that integrate SM strategies to improve QOL in this population.

Patient or Public Contribution

No patient or public contribution.

Determinants of the optimal selection of vascular access devices: A systematic review underpinned by the COM‐B behavioural model

Abstract

Background

Optimal selection of vascular access devices is based on multiple factors and is the first strategy to reduce vascular access device-related complications. This process is dependent on behavioural and human factors. The COM-B (Capability, Opportunity, Motivation, Behaviour) model was used as a theoretical framework to organize the findings of this systematic review.

Methods/Aims

To synthesize the evidence on determinants shaping the optimal selection of vascular access devices, using the COM-B behavioural model as the theoretical framework.

Design

Systematic review of studies which explore decision-making at the time of selecting vascular access devices.

Data Sources

The Medline, Web of Science, Scopus and EbscoHost databases were interrogated to extract manuscripts published up to 31 December 2021, in English or Spanish.

Results

Among 16 studies included in the review, 8/16 (50%) focused on physical capability, 8/16 (50%) psychological capability, 15/16 (94%) physical opportunity, 12/16 (75%) social opportunity, 1/16 (6%) reflective motivation and 0/16 (0%) automatic motivation. This distribution represents a large gap in terms of interpersonal and motivational influences and cultural and social environments. Specialist teams (teams created for the insertion or maintenance of vascular access devices) are core for the optimal selection of vascular access devices (75% physical capability, 62% psychological capability, 80% physical opportunity and 100% social opportunity).

Conclusion

Specialist teams predominantly lead all actions undertaken towards the optimal selection of vascular access devices. These actions primarily centre on assessing opportunity and capability, often overlooking motivational influences and social environments.

Implications for the Profession and/or Patient Care

A more implementation-focused professional approach could decrease inequity among patients and complications associated with vascular access devices.

Impact

Optimal selection of vascular access devices is the primary strategy in mitigating complications associated with these devices. There is a significant disparity between interpersonal and motivational influences and the cultural and social environments. Furthermore, specialized teams play a pivotal role in facilitating the optimal selection of vascular access devices. The study can benefit institutions concerned about vascular access devices and their complications.

Reporting Method

This review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.

Patient or public contribution

No Patient or Public Contribution.

What does this article contribute to the wider global clinical community?

Optimal selection of vascular devices remains a growing yet unresolved issue with costly clinical and patient experience impact. Interventions to improve the optimal selection of vascular devices have focused on training, education, algorithms and implementation of specialist vascular teams; alas, these approaches do not seem to have substantially addressed the problem. Specialist vascular teams should evolve and pivot towards leading the implementation of quality improvement interventions, optimizing resource use and enhancing their role.

The mental workload of ICU nurses performing human‐machine tasks and associated factors: A cross‐sectional questionnaire survey

Abstract

Aims

To assess the level of mental workload (MWL) of intensive care unit (ICU) nurses in performing different human-machine tasks and examine the predictors of the MWL.

Design

A cross-sectional questionnaire study.

Methods

Between January and February 2021, data were collected from ICU nurses (n = 427) at nine tertiary hospitals selected from five (east, west, south, north, central) regions in China through an electronic questionnaire, including sociodemographic questions, the National Aeronautics and Space Administration Task Load Index, General Self-Efficacy Scale, Difficulty-assessing Index System of Nursing Operation Technique, and System Usability Scale. Descriptive statistics, t-tests, one-way ANOVA and multiple linear regression models were used.

Results

ICU nurses experienced a medium level of MWL (score 52.04 on a scale of 0–100) while performing human-machine tasks. ICU nurses' MWL was notably higher in conducting first aid and life support tasks (using defibrillators or ventilators). Predictors of MWL were task difficulty, system usability, professional title, age, self-efficacy, ICU category, and willingness to study emerging technology actively. Task difficulty and system usability were the strongest predictors of nearly all typical tasks.

Conclusion

ICU nurses experience a medium MWL while performing human-machine tasks, but higher mental, temporal, and effort are perceived compared to physical demands. The MWL varied significantly across different human-machine tasks, among which are significantly higher: first aid and life support and information-based human-machine tasks. Task difficulty and system availability are decisive predictors of MWL.

Impact

This is the first study to investigate the level of MWL of ICU nurses performing different representative human-machine tasks and to explore its predictors, which provides a reference for future research. These findings suggest that healthcare organizations should pay attention to the MWL of ICU nurses and develop customized management strategies based on task characteristics to maintain a moderate level of MWL, thus enabling ICU nurses to perform human-machine tasks better.

Patient or Public Contribution

No patient or public contribution.

Artificial Intelligence and the National Violent Death Reporting System: A Rapid Review

imageAs the awareness on violent deaths from guns, drugs, and suicides emerges as a public health crisis in the United States, attempts to prevent injury and mortality through nursing research are critical. The National Violent Death Reporting System provides public health surveillance of US violent deaths; however, understanding the National Violent Death Reporting System's research utility is limited. The purpose of our rapid review of the 2019-2023 literature was to understand to what extent artificial intelligence methods are being used with the National Violent Death Reporting System. We identified 16 National Violent Death Reporting System artificial intelligence studies, with more than half published after 2020. The text-rich content of National Violent Death Reporting System enabled researchers to center their artificial intelligence approaches mostly on natural language processing (50%) or natural language processing and machine learning (37%). Significant heterogeneity in approaches, techniques, and processes was noted across the studies, with critical methods information often lacking. The aims and focus of National Violent Death Reporting System studies were homogeneous and mostly examined suicide among nurses and older adults. Our findings suggested that artificial intelligence is a promising approach to the National Violent Death Reporting System data with significant untapped potential in its use. Artificial intelligence may prove to be a powerful tool enabling nursing scholars and practitioners to reduce the number of preventable, violent deaths.
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