Fatigue and its impact on performance and health

Robust fatigue markers obtained from muscle synergy analysis

This study aimed to utilize the nonnegative matrix factorization (NNMF) algorithm for muscle synergy analysis, extracting synergy structures and muscle weightings and mining biomarkers reflecting changes in muscle fatigue from these synergy structures. A leg press exercise to induce fatigue was performed by 11 participants. Surface electromyography (sEMG) data from seven muscles, electrocardiography (ECG) data, Borg CR-10 scale scores, and the z-axis acceleration of the weight block were simultaneously collected. Three indices were derived from the synergy structures: activation phase difference, coactivation area, and coactivation time. The indicators were further validated for single-leg landing. Differences in heart rate (HR) and heart rate variability (HRV) were observed across different fatigue levels, with varying degrees of disparity. The median frequency (MDF) exhibited a consistent decline in the primary working muscle groups. Significant differences were noted in activation phase difference, coactivation area, and coactivation time before and after fatigue onset. Moreover, a significant correlation was found between the activation phase difference and the coactivation area with fatigue intensity. The further application of single-leg landing demonstrated the effectiveness of the coactivation area. These indices can serve as biomarkers reflecting simultaneous alterations in the central nervous system and muscle activity post-exertion.

Nurses quality of life, sleep disturbance, and intention to leave critical care units: A cross-sectional moderated mediation analysis

OBJECTIVES

This study aims to explore the complex relationships between personal and demographic factors, intermediary factors such as quality of life (depression, anxiety, stress, burnout), and the mediating impact of sleep disturbance on nurses' intention to leave critical care units.

DESIGN

Cross-sectional quantitative survey.

SETTING

Data were collected from registered nurses at a major university hospital in southern Italy. Seven inpatient critical care units were sampled.

MAIN OUTCOME MEASURES

Intention to leave critical care units.

RESULTS

We included 160 participants recruited over five weeks in May and June 2023. The data showed that most were female, married, and possessed a bachelor's degree in nursing. The mean quality of life score was moderate, while stress, anxiety, and burnout were mild. A significant percentage of nurses reported poor sleep quality. Logistic regression indicates that service length did not significantly impact the intention to leave. The structural equation model showed that stress positively correlated with emotional exhaustion, whereas job quality was negatively associated with emotional exhaustion and the intention to leave. Sleep disturbance did not explain the relationship between stress and emotional fatigue; however, the results revealed that male gender moderated sleep mediation.

CONCLUSIONS

This study investigated factors influencing intention to leave among critical care unit nurses. The results suggest that the role of sleep disturbance should always be considered when assessing the issue. In this chain of causes, sleep disturbance explains the relationship between stress and emotional exhaustion. Furthermore, the strength of this mediation was influenced by gender, particularly by the male gender.

IMPLICATIONS FOR CLINICAL PRACTICE

Stress and emotional exhaustion significantly impact nurses' working quality of life, particularly when sleep quality is taken into account. This leads to a higher intention to leave critical care units. To reduce this tendency, healthcare managers could implement specific evidence-based interventions to promote a good climate of work, which would positively affect stress, emotional exhaustion and sleep disturbance. The likelihood of intention to leave decreased with achieving personal self-fulfilment among nurses.

The Effects of Daytime Variation on Short-term Outcomes of Patients Undergoing Off-Pump Coronary Artery Bypass Grafting

OBJECTIVE

To evaluate the effects of time of surgery on the short-term outcomes of patients undergoing off-pump coronary artery bypass grafting (OPCABG).

DESIGN

A retrospective cohort study.

SETTING

A single large-volume cardiovascular center.

PATIENTS

Patients undergoing elective OPCABG between September 2019 and July 2022.

INTERVENTIONS

Patients were divided into the following 2 groups according to the start time of surgery: morning (AM group, before 11 AM) and afternoon (PM group, after 11 AM). Propensity-score matching (PSM) with a 1:1 matching ratio was used to create comparable cohorts.

MEASUREMENTS AND MAIN RESULTS

The primary endpoint was the composite incidence of mortality and morbidities during hospitalization. Secondary endpoints included postoperative bleeding and transfusion, mechanical ventilation duration (MVD), and lengths of stay (LOS) in the intensive care unit (ICU) and hospital. From a consecutive series of 1,039 patients, PSM yielded 317 well-matched pairs. There was no difference in the composite incidence of in-hospital mortality and morbidities between the AM and PM groups (16.4% v 17.4%, p = 0.832). However, patients in the PM group were associated with less postoperative blood loss over the first 24 hours (470 v 540 mL, p = 0.002), decreased MVD (14 v 16 hours, p < 0.001), and shorter LOS in ICU (46 v 68 hours, p = 0.002) compared to patients in AM group.

CONCLUSIONS

The current study suggested a lack of relevance regarding the time of surgery with in-hospital mortality and morbidities in patients undergoing OPCABG.

Fatigue among anaesthesiologists in Europe: Findings from a joint EBA/NASC survey

BACKGROUND

Anaesthesiologists deliver an increasing amount of patient care and often work long hours in operating theatres and intensive care units, with frequent on-calls and insufficient rest in between. In the long term, this will negatively influence mental and physical health and well being. As fatigue becomes more prevalent, this has predictable implications for patient safety and clinical effectiveness. 1.

OBJECTIVE

This study aimed to evaluate the prevalence, severity, causes and implications of work-related fatigue amongst specialist anaesthesiologists.

DESIGN

An online survey of specialist anaesthesiologists.

PARTICIPANTS

The survey was sent to anaesthesiologists in 42 European countries by electronic mail.

MAIN OUTCOME MEASURES

Responses from a 36-item online survey assessed work-related fatigue and its impact on anaesthesiologists in European countries.

RESULTS

Work-related fatigue was experienced in 91.6% of the 1508 respondents from 32 European countries. Fatigue was caused by their working patterns, clinical and nonclinical workloads, staffing issues and excessive work hours. Over 70% reported that work-related fatigue negatively impacted on their physical and mental health, emotional well being and safe commuting. Most respondents did not feel supported by their organisation to maintain good health and well being.

CONCLUSION

Work-related fatigue is a significant and widespread problem amongst anaesthesiologists. More education and increased awareness of fatigue and its adverse effects on patient safety, staff well being and physical and mental health are needed. Departments should ensure that their rotas and job plans comply with the European Working Time Directive (EWTD) and introduce a fatigue risk management system to mitigate the effects of fatigue.

The need to promote sleep health in public health agendas across the globe

Healthy sleep is essential for physical and mental health, and social wellbeing; however, across the globe, and particularly in developing countries, national public health agendas rarely consider sleep health. Sleep should be promoted as an essential pillar of health, equivalent to nutrition and physical activity. To improve sleep health across the globe, a focus on education and awareness, research, and targeted public health policies are needed. We recommend developing sleep health educational programmes and awareness campaigns; increasing, standardising, and centralising data on sleep quantity and quality in every country across the globe; and developing and implementing sleep health policies across sectors of society. Efforts are needed to ensure equity and inclusivity for all people, particularly those who are most socially and economically vulnerable, and historically excluded.