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Anteayer Journal of Advanced Nursing

Shift‐Specific Patterns of Nursing Workloads in the Emergency Department: AI Powered Analysis

ABSTRACT

Aim

To identify and differentiate workload patterns across shifts and to provide evidence for optimizing nursing workforce allocation in emergency departments:

Design

A cross-sectional study.

Methods

Real time data were collected from an emergency department in a general hospital in Seoul, South Korea, between October 30, 2023 to October 24, 2024. Smartphones, beacons, and smartwatches were used to capture nursing time, physical activity, work-related characteristics, and location transitions across 238 shifts. A multiclass eXtreme Gradient Boosting model was developed and evaluated to classify working shifts (day, evening, night). Shapely Additive exPlanations were applied to identify key contributing features, and shift-specific differences were examined using analysis of variance with post hoc tests.

Results

The model demonstrated strong performance in distinguishing shifts. Key features included the number of admissions, discharges, assigned patients, and both direct and indirect nursing time, all of which varied across shifts. In contrast, location transition patterns were relatively consistent.

Conclusion

Shift-specific nursing workloads in emergency departments can be effectively identified using multidimensional, real-world nursing activity data.

Implications for the Profession and/or Patient Care

Findings support the development of staffing strategies that account for variation in workload across shifts, with potential to improve efficiency and maintain quality of care.

Impact

This study addresses the lack of objective evidence for shift-specific workload differences in emergency nursing. It demonstrates that multidimensional activity data can distinguish workload patterns across shifts. The findings may inform staffing decisions for emergency department nurses and support improvements in workforce management and patient care.

Reporting Method

This study adhered to the Strengthening the Reporting of Observational Studies in Epidemiology guidelines.

Patient or Public Contribution

No patients or members of the public were involved in the design, conduct, analysis, or reporting of this study.

Mediating Effects of Parental Family Adaptation on the Quality of Life of Children With Down Syndrome: A Study of Father–Mother Dyads

ABSTRACT

Aim

To investigate the impact of parenting stress in both fathers and mothers on the quality of life (QoL) of children with down syndrome (DS) and the mediating effect of family adaptation.

Design

This cross-sectional study was conducted between April 2023 and August 2023.

Methods

A total of 106 father–mother dyads of children with DS aged 2–12 years in South Korea were included. The parents independently completed questionnaires assessing parenting stress, family adaptation, and their children's QoL. The Actor–Partner Interdependence Mediation Model was used for the dyadic analysis.

Results

The direct effect of parenting stress on children's QoL was not significant; however, the indirect effect of family adaptation was significant. Fathers' parenting stress indirectly influenced their children's QoL through their own and their mothers' family adaptations. Conversely, mothers' parenting stress indirectly influenced their children's QoL through their own family adaptation, although the mediating effect of fathers was not statistically significant.

Conclusions

Higher family adaptation in both fathers and mothers was associated with an improved QoL in children with DS. The pathways through which parents influenced their children's QoL differed but were interdependent. Therefore, dyadic interventions aimed at improving family adaptation in both fathers and mothers may help improve the QoL of children with DS.

Impact

This is the first study to examine parental influence on children's QoL based on dyadic interactions among fathers, mothers, and children with DS. This study highlights the importance of assessing and promoting fathers' and mothers' levels of family adaptation to improve the QoL of children with DS. Nurses should consider effective dyadic interventions for families that include both parents to maximise improvements in the QoL of children with DS.

Patient or Public Contribution

No patient or public contributions.

Reporting Method

This study adhered to the STROBE guidelines for cross-sectional studies.

Mealtime Support by Direct Care Workers in Long‐Term Care Facilities: Secondary Behavioural Analysis of Videos

ABSTRACT

Aim

This study aimed to address two objectives: (1) To analyse the meal support behaviours of direct care workers in long-term care facilities in South Korea and (2) to explore associations between mealtime support behaviours and caregiver characteristics.

Design

Secondary analysis of behavioural coding of cross-sectional video recordings.

Methods

Positive and negative staff behaviours at mealtimes were coded using the Mealtime Engagement Scale and Cue Utilization and Engagement in Dementia tool, respectively. Statistical analyses, including t-tests and analysis of variance, were used to examine differences in mealtime support behaviours based on caregiver characteristics.

Results

The average mealtime duration of residents was 19.03 ± 5.30 min. Positive meal support behaviours accounted for 91.1% of the observed interactions, whereas negative interactions accounted for 8.9%. The most frequent positive behaviour observed was ‘providing one-on-one assistance’, whereas the most frequent negative behaviour was ‘leaving the resident alone’. Positive meal support behaviours were observed at significant higher frequencies among caregivers working during day shifts than those working during rotating shifts. Additionally, positive behaviours were associated with a higher carer-resident ratio.

Conclusion

Positive mealtime support behaviours were frequently observed but were concentrated in a few specific actions. Negative behaviours, such as leaving the resident alone, were still observed in a considerable portion of mealtime interactions. Training programmes focusing on diverse positive mealtime support behaviours should be developed to improve the quality of dementia care in long-term care facilities.

Implications for the Profession and/or Patient Care

The findings emphasise the need for targeted training programmes to improve mealtime support and overall care quality in long-term care facilities. This approach signals a transformative shift in caregiver training, fostering more personalised and effective care for older adults with dementia.

Impact

This study quantified positive and negative mealtime support behaviours. These findings contribute to understanding caregiver behaviours during mealtimes in dementia care, offering evidence-based insights for developing targeted training programmes and improving quality of care in long-term care facilities.

Reporting Method

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

Patient or Public Contribution

No patient or public contribution.

Weathering the Double Storm—Resilience in Chinese Older Cancer Patients With Long COVID: A Qualitative Study

ABSTRACT

Aim

To explore the lived experiences of Chinese older adult cancer patients in Hong Kong navigating the challenges of long COVID.

Design

A descriptive phenomenological study.

Methods

Semi-structured interviews were conducted with 27 purposively sampled older Chinese cancer survivors in Hong Kong between January 2023 and January 2024. Data were analysed using Colaizzi's thematic analysis method.

Results

Four key themes emerged: (1) the invisible scars of COVID-19: unrecognised and diverse symptoms; (2) the double-edged sword of protection: shielding from COVID-19 while battling cancer and long COVID; (3) forging strength in the crucible: adapting and thriving with cancer and long COVID and (4) nurturing resilience: the integral role of nursing in supporting cancer patients with long COVID during a pandemic.

Conclusion

Older Chinese cancer patients with long COVID experience a dual burden of unrecognised physical symptoms and profound psychological distress from isolation. Despite this, they demonstrate remarkable resilience, a process that can be actively supported through specialised nursing care.

Originality/Novelty

This study offers original contributions to the limited literature on the intersection of cancer, long COVID, and ageing. It provides in-depth insights into the lived experiences of this vulnerable population, highlighting the diversity of long COVID symptoms, the psychological impact of pandemic-related precautions, and the crucial role of nursing in fostering resilience.

Impact

This study highlights the urgent need for nurses to recognise the unique challenges of this population. It provides a foundation for developing nurse-led, resilience-focused interventions that integrate tailored education, emotional support, and resource navigation into oncology care. These findings can inform practice and policy to better support the well-being of a vulnerable and growing patient demographic.

Reporting Method

The study adhered to the consolidated criteria for reporting qualitative research (COREQ) checklist.

Patient or Public Contribution

No patient or public contribution.

Mediating Effects of Family and Clinical Characteristics on the Quality of Life of Children With Spina Bifida and Their Parents

ABSTRACT

Aims

(1) To determine the mediating effects of children's transition readiness, which reflects self-management skill acquisition, and family resilience on the relationship between parenting stress and the quality of life (QOL) of parents and children with spina bifida (SB). (2) To conduct an exploratory analysis of the differences in the mediating pathways based on the presence of SB-related clinical characteristics.

Design

A cross-sectional study.

Methods

Data were collected from a single centre in South Korea between October 2022 and July 2024. Participants included children aged 7–13 years diagnosed with myelomeningocele, lipomyelomeningocele or tethered cord syndrome, along with their parents. Statistical analysis was conducted using SPSS and the MEDYAD macro for actor–partner interdependence mediation model analysis.

Results

Family resilience significantly mediated the relationship between parenting stress and both child and parent QOL. However, transition readiness was not a significant mediator in the overall sample. Among children with SB-related clinical characteristics, transition readiness significantly mediated the association between parenting stress and child QOL. In contrast, family resilience mediated the relationship between parenting stress and parent QOL. No significant mediators were found in children without SB-related clinical characteristics.

Conclusion

This study highlights the mediating role of family resilience and transition readiness in improving the QOL of children with SB, particularly those with clinical characteristics. The findings suggest that interventions should be tailored to address both family resilience and transition readiness, especially for children with SB-related clinical challenges.

Impact

These findings are valuable for nurses supporting children with SB, as the results highlight the importance of transition education tailored to SB-related clinical characteristics. In particular, nurse-led transition education may play a key role in enhancing transition readiness and improving the QOL of children with SB who have clinical characteristics.

Patient Contribution

None.

Reporting Method

STROBE Checklist for cross-sectional studies.

Factors Affecting the Quality of Life of Parents of Children With Spina Bifida: The Mediating Role of Family Resilience

ABSTRACT

Aims

To investigate factors affecting the quality of life of parents of children with spina bifida and examine how family resilience mediates between parental depression and quality of life.

Design

Cross–sectional study.

Methods

Secondary data analysis was performed using first-year data from a five-year spina bifida cohort project (2022–2026) in South Korea. The study included 162 parents of children aged 4–12 years with spina bifida. Data were collected using the Korean version of the Family Resiliency Scale, the Center for Epidemiologic Studies Depression Scale, and the WHO Quality of Life Scale.

Results

Factors were found to have a statistically significant influence on the quality of life of parents of children with spina bifida: the child's need for enemas, parental stress, parental depression, and family resilience. Baron & Kenny's mediation analysis and bootstrap analysis in SPSS further confirmed that family resilience plays a mediating role between parental depression and quality of life. The indirect effect of parental depression on quality of life through family resilience was statistically significant, with a 95% confidence interval of [−0.2615, −0.0516].

Conclusion

The quality of life of parents with children with spina bifida is significantly influenced by both their child's daily symptom management and their psychological health. Family resilience plays a positive mediating role between parental depression and quality of life.

Implications for the Profession and/or Patient Care

These findings support a two-track approach to family resilience building programs and the development of core intervention strategies to enhance the quality of life in spina bifida families.

Reporting Method

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

Patient Contribution

There was no direct patient involvement in the study design, data collection, or analysis.

Challenges in Planning the Hospital Nursing Workforce Under the Government‐Led Response to COVID‐19 in South Korea: A Descriptive, Qualitative Study

ABSTRACT

Aims

To explore the experiences of nurse leaders and managers in planning the hospital nursing workforce in accordance with the government-led response to the COVID-19 pandemic in South Korea.

Design

Descriptive, qualitative study.

Methods

Semistructured interviews were conducted with 10 participants at three general hospitals in Seoul and Gyeonggi Province from August to October 2022. Eligible participants were nurse leaders and managers who were involved in decision making and management of the nursing workforce for the COVID-19 response or who served on a COVID-19 response team at each study hospital. Data were analysed using inductive content analysis.

Results

Four main themes emerged from the interview data, each with subthemes: exacerbated inherent vulnerabilities, highlighting existing nursing shortages and financial constraints; delay to systematic response, with frequent government ad-hoc orders increasing disruptions to on-site operations and inefficiencies of the external workforce; creation of new conflicts, including those related to nursing staff deployment and compensation gaps and demands on new leadership, with the need for effective crisis management and visionary leadership.

Conclusion

The results indicate that nurse leaders and managers face unexpected challenges in effectively planning their nursing workforce during the pandemic. These challenges are further compounded by centralised ad-hoc government orders that prioritise the urgent demands of COVID-19 patient care, often overlooking the unique needs and circumstances of individual hospitals.

Impact

There is a need for more flexible and localised workforce planning strategies to better support nurse leaders and managers. Furthermore, ongoing collaboration between healthcare leaders and policymakers is crucial to address the disconnect between centralised government-led responses and hospital-specific needs, which could enhance the resilience of the nursing workforce and improve disaster and emergency preparedness in the future.

Reporting Method

COREQ checklist was used.

Patient or Public Contribution

No patient or public contribution. Data were obtained from healthcare professionals.

Frequency and Associated Factors of Interruptions During the Medication Administration Process Among Nurses in South Korea: A Cross‐Sectional Study

ABSTRACT

Aim (s)

To investigate the frequency and associated factors of interruptions initiated by human and environmental sources during the medication administration process among nurses in South Korea.

Design

A cross-sectional descriptive study.

Methods

Data were collected from January to March 2022 through an online survey administered to nurses working in tertiary hospitals in South Korea. The survey assessed interruptions during the medication administration process, nursing work environments and organisational culture. Descriptive statistics and regression analysis were used to identify factors associated with interruptions.

Results

Human-initiated interruptions were more frequent than those initiated by environmental sources. Human-initiated interruptions increased with a higher patient load and a relation-oriented organisational culture but decreased with adequate staffing and resources, as well as an innovation-oriented culture. Environment-initiated interruptions were more frequent in settings with a task-oriented culture and less frequent among female nurses.

Conclusion

The findings highlight the importance of understanding the distinct characteristics of interruptions and developing targeted strategies based on their sources and contributing factors. Creating supportive environments and fostering an organisational culture that actively prevents unnecessary interruptions are essential for enhancing medication safety and workflow efficiency.

Implications for the Profession and/or Patient Care

To apply these findings in clinical practice, it is necessary to allocate staffing resources appropriately to reduce interruptions. Providing education on the importance of maintaining uninterrupted medication administration processes is essential to reduce human-initiated interruptions.

Impact

This study provides practical evidence that organisational culture and staffing are associated with interruptions in clinical nursing practice. Nurse managers should apply these findings by promoting staffing adequacy and fostering a collaborative, innovative environment that encourages continuous improvement and openness to change. Tailored strategies that reflect the specific characteristics of different types of interruptions can help reduce their occurrence and improve medication safety.

Reporting Method

STROBE checklist.

Patient or Public Contribution

No patient or public contribution.

Building a baby‐friendly community: Development, strategy, implementation and evaluation of a BFCI program

Abstract

Aim

The aim of the study was to investigate the impact of the use of baby-friendly community initiative (BFCI) model on various stakeholders in the community.

Design

Quasi-experimental research design.

Method

The study was conducted in public premises and online workshops from April 2019 to September 2022. Participants were followed up for a period of 1 month, except for those employed at public premises. The program involved training based on an accredited BFCI framework to cultivate a breastfeeding-friendly attitude and knowledge. A paired sample t-test was used to examine breastfeeding attitude and knowledge scores before and after BFCI training among staff employed from public premises. An analysis of variance was conducted to examine the breastfeeding self-efficacy and attitude scores, measured repeatedly at different timepoints over 1-month timepoint (T0, T1 and T2) among pregnant and postpartum women.

Results

A total of 2340 perinatal women and 1339 staff from public premises were recruited. For staff, there was an increase in the mean score of breastfeeding knowledge and attitude by 5.8 and 6.1, respectively, at T1. Similarly, for perinatal women, there was an increase in the mean score of breastfeeding self-efficacy and attitude by 6.6 and 3.3, respectively, at T1.

Conclusion

In summary, a BFCI model, with active community participation, accreditation and an award system, has been effective in promoting breastfeeding. Adapting the baby-friendly hospital initiative to local contexts and employing a social theory model can enhance breastfeeding promotion and improve infant health outcomes. Prioritizing culturally sensitive breastfeeding education is crucial for successful BFCI implementation.

Implications for the profession and/or patient care

Healthcare professionals should consider clients' culture and socio-economic backgrounds when providing breastfeeding education to maximize effectiveness. The target audience for breastfeeding education should be expanded to include various community stakeholders beyond families.

Impact

What problem did the study address? This study addressed the problem of knowledge gaps among stakeholders in building a breastfeeding-friendly community, particularly in implementing a baby-friendly community initiative (BFCI) as part of a baby-friendly hospital initiative (BFHI). The research filled a service gap by providing effective interventions targeting community stakeholders and assessing the impact of a BFCI program on their knowledge and attitudes towards breastfeeding.

What were the main findings? The findings highlighted the effectiveness of a BFCI program in enhancing breastfeeding knowledge and attitudes among frontline staff and increasing breastfeeding confidence among mothers. These findings contribute to the understanding of the program's impact on different stakeholders in the community.

Where and on whom will the research have an impact? It impacts on global policymakers by providing insights for developing comprehensive guidelines for future BFCI implementations. It also contributes to the creation of a more baby-friendly community, benefiting breastfeeding families and their infants by promoting and supporting breastfeeding families.

Reporting Method

This study has adhered to relevant EQUATOR guidelines using the TREND reporting guideline.

Patient or Public Contribution

No patient or public contribution.

What Does This Paper Contribute to the Wider Global Clinical Community?

This study provides an overview of the establishment of a localized BFCI program. It also opens up a new direction for the community to investigate BFCI strategies for community stakeholders. It also provides evidence to support other countries in following a similar process, as each country approaches becoming breastfeeding-friendly in its own unique way.

Trial and Protocol Registration

No protocol.

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