Is the weekend effect really ubiquitous? A retrospective clinical cohort analysis of 30-day mortality by day of week and time of day using linked population data from New South Wales, Australia

Weekend Effect and Mortality Outcomes in Aortic Dissection: A Prospective Analysis

Background

Aortic dissection (AD) is a critical heart condition with potentially severe outcomes. Our study aimed to investigate the existence of a "weekend effect" in AD by examining the correlation between patient outcomes and whether their treatment occurred on weekdays versus weekends.

Methods

Specifically, we prospectively analysed the effect of weekday and weekend treatment on acute AD patient outcomes, both before surgical intervention and during hospitalization, for 124 patients treated from 2019-2021, as well as during 6 months of follow-up.

Results

The mean age of the study population was 62.5 years, and patient age exhibited a high degree of variability. We recorded a mortality rate before surgery of 8.65% for the weekend group and 15% for the weekday group, but this difference was not statistically significant. During hospitalization, mortality was 50% in the weekend group and 25% in the weekday group, but this difference was not statistically significant. Discharge mortality was 9.61% in the weekend group and 5% in the weekday group.

Conclusions

Our findings suggest that there was no significant difference in mortality rates between patients admitted to the hospital on weekends versus weekdays. Therefore, the period of the week when a patient presents to the hospital with AD appears not to affect their mortality.

Weekend admissions and outcomes in patients with pneumonia: a systematic review and meta-analysis

Background

To document pooled evidence on the association between weekend hospital admissions and the potential risks of mortality, intensive care requirements, and readmission among patients with pneumonia.

Methods

We performed a systematic search across the PubMed, EMBASE, and Scopus databases. We collected observational studies exploring the association between weekend admissions and outcomes of interest in patients with pneumonia. To analyze the data, we used a random effects model and expressed the effect sizes as pooled odds ratios (ORs) accompanied by their respective 95% confidence intervals (CIs).

Results

The analysis comprised data from 13 retrospective studies. Compared to patients admitted on weekdays, those admitted during the weekend had a non-statistically significant marginally higher risk of in-hospital mortality (OR, 1.02; 95% CI, 1.00, 1.04) but similar 30-day mortality after admission (OR, 1.03; 95% CI, 0.97, 1.10), and similar risks of admission to intensive care unit (OR, 1.04; 95% CI, 0.98, 1.11) and re-admission (OR, 0.85; 95% CI, 0.65-1.12).

Conclusion

Our findings do not support the presence of a "weekend effect" in patients with pneumonia.

Systematic review registration

PROSPERO, identifier CRD42023425802, https://www.crd.york.ac.uk/prospero/.

Is there a 'weekend effect' on mortality among hospitalised patients in an internal medicine ward? A retrospective study

BACKGROUND

Previous studies demonstrated a 'weekend effect' and a 'night effect' of increased mortality among patients admitted during weekends or night shifts, presumably due to understaffing.

AIMS

To examine whether death during hospitalisation follows a similar effect regardless of admission time.

METHODS

A retrospective cohort study among deceased patients hospitalised in the internal medicine wing of a tertiary medical centre in Israel, between 2019 and 2020. Demographic and medical data were retrieved from electronic medical charts. Causes of death were specifically categorised. We applied statistical models to test for differences in mortality using incidence rate ratio (IRR) according to the day, time and cause of death.

RESULTS

One thousand, two hundred and seventy-eight deceased patients were included. All-cause mortality was similar between weekends and weekdays. When sepsis was the cause of death, higher IRR were demonstrated on Fridays in comparison with weekdays (IRR 1.4; 95% confidence interval (CI) 1.1-1.9; P < 0.05). Other causes of death were not consistent with a 'weekend effect'. Mortality during night shifts was higher in comparison with the afternoon (IRR 1.5; 95% CI 1.3-4.7) and similar to the morning (IRR 1; 95% CI 0.9-1.2).

CONCLUSION

Our study did not find a pattern of 'weekend effect' or 'night effect' on all-cause mortality among hospitalised patients in internal medicine wards. Our findings suggest that perhaps specifically death from sepsis, and not all-cause mortality, can be used as a surrogate for the measurement of understaffing or quality of care in the internal ward.

Association Between Out-of-Hour Admission and Short- and Long-Term Mortality in Acute Myocardial Infarction: A Systematic Review and Meta-Analysis

Objectives: Out-of-hour admission (on weekends, holidays, and weekday nights) has been associated with higher mortality in patients with acute myocardial infarction (AMI). We conducted a meta-analysis to verify the association between out-of-hour admission and mortality (both short- and long-term) in AMI patients.

Design: This Systematic review and meta-analysis of cohort studies.

Data Sources: PubMed and EMBASE were searched from inception to 27 May 2021.

Eligibility Criteria for Selected Studies: Studies of any design examined the potential association between out-of-hour admission and mortality in AMI.

Data Extraction and Synthesis: In total, 2 investigators extracted the data and evaluated the risk of bias. Analysis was conducted using a random-effects model. The results are shown as odds ratios [ORs] with 95% confidence intervals (CIs). I² value was used to estimate heterogeneity. Grading of Recommendations Assessment, Development, and Evaluation was used to assess the certainty of the evidence.

Results: The final analysis included 45 articles and 15,346,544 patients. Short-term mortality (defined as either in-hospital or 30-day mortality) was reported in 42 articles (15,340,220 patients). Out-of-hour admission was associated with higher short-term mortality (OR 1.04; 95%CI 1.02–1.05; I² = 69.2%) but there was a significant statistical indication for publication bias (modified Macaskill's test P < 0.001). One-year mortality was reported in 10 articles (1,386,837 patients). Out-of-hour admission was also associated with significantly increased long-term mortality (OR 1.03; 95%CI 1.01–1.04; I² = 66.6%), with no statistical indication of publication bias (p = 0.207). In the exploratory subgroup analysis, the intervention effect for short-term mortality was pronounced among patients in different regions (p = 0.04 for interaction) and socio-economic levels (p = 0.007 for interaction) and long-term mortality was pronounced among patients with different type of AMI (p = 0.0008 for interaction) or on different types of out-to-hour admission (p = 0.006 for interaction).

Conclusion: Out-of-hour admission may be associated with an increased risk of both short- and long-term mortality in AMI patients.

Trial Registration: PROSPERO (CRD42020182364).

Impact of the weekday of the first intensity-modulated radiotherapy treatment on the survival outcomes of patients with nasopharyngeal carcinoma: A multicenter cohort study

BACKGROUND

This study's purpose was to assess whether the weekday on which intensity-modulated radiotherapy (IMRT) is initiated influences survival outcomes in patients with nasopharyngeal carcinoma (NPC).

MATERIALS AND METHODS

A total of 1440 patients with NPC who received IMRT were enrolled in this study between January 2010 and June 2016. The patients were divided into five groups according to the weekday of their first radiotherapy treatment. Group 1 (n = 322), Group 2 (n = 322), Group 3 (n = 286), Group 4 (n = 292) and Group 5 (n = 218) received first radiotherapy on Monday, Tuesday, Wednesday, Thursday and Friday respectively. Differences in the rates of overall survival (OS), disease-free survival (DFS), loco-regional relapse-free survival (LRRFS) and distant metastasis-free survival (DMFS) were compared among the five groups using the Kaplan-Meier method and Cox regression models.

RESULTS

No significant differences were found in OS, DFS, LRRFS or DMFS among the five groups. The Cox regression analysis showed that the weekday on which the radiotherapy was initiated was not an independent predictor of OS (Hazard Ratio [HR], 1.056; 95%CI: 0.959-1.164, P = 0.268), DFS (HR, 1.067; 95% CI: 0.980-1.161, P = 0.137), LRRFS (HR, 1.069; 95% CI: 0.914-1.249, P = 0.404) and DMFS (HR, 1.027; 95% CI: 0.929-1.134, P = 0.607). The subgroup analysis showed no significant differences among the five groups.

CONCLUSIONS

This study showed that the day of the week that patients with nasopharyngeal carcinoma begin radiotherapy has no effect on their survival outcomes.

Impact of weekend admission and changes in treating team on patient flow and outcomes in adults admitted to hospital with community-acquired pneumonia

BACKGROUND

The effect of workflow factors, such as timing of admission and changes in treating team, on patient outcomes remains inconclusive.

AIMS

To investigate the impact of weekend admission and changes in treating team on four pre-defined outcomes in patients admitted to hospital with community-acquired pneumonia (CAP).

METHODS

We performed an observational cohort study by utilising prospective longitudinal data collected during the IMPROVE-GAP trial, a stepped-wedge randomised study investigating an evidence-based bundle of care in the management of CAP. We assessed the effect of two exposure variables, day of admission and change of treating team, on four pre-specified outcomes: (i) length of stay; (ii) time to clinical stability; (iii) readmission within 30 days; and (iv) mortality at 30 days. Our analysis was restricted to patients with a primary diagnosis of CAP and employed multivariable Cox regression and logistic regression to adjust for potential measured confounders.

RESULTS

Of 753 participants, 224 (29.7%) were admitted on the weekend and 71 (9.4%) changed treating team during admission. Weekend admissions had significantly longer hospital stays than weekday admissions (hazard ratio (95% confidence interval; P-value) 0.82 (0.70-0.98; 0.03)) and took longer to reach clinical stability (0.80 (0.68-0.95; 0.01)). Change of treating team doubled the odds of readmission at 30 days (odds ratio 1.95 (1.08-3.58; 0.03)).

CONCLUSIONS

These results suggest workflow factors can negatively impact both health service and patient outcomes. Systems interventions aimed at improving out of hours service and reducing changes in treating team should be considered.

Ischaemic Heart Disease Mortality Increased With Weekend Admission: Results From a Large, Comprehensive Admission Cohort in Australia

BACKGROUND

The phenomenon of the "weekend effect", whereby patient outcomes are significantly worse for those admitted to hospital on the weekend as compared to weekdays, is well-documented in systematic reviews and meta-analyses in the literature. We sought to assess the effect of the time of a patient's admission on outcomes across an entire cardiology admissions cohort and explore other factors that have been previously identified or proposed to influence these outcomes, including admissions out-of-hours, and patient transfers from other facilities.

METHODS

We conducted a retrospective cohort study involving cardiology admissions at a large tertiary referral centre across a 6-year period from 1 January 2012 to 31 December 2017. Outcomes were in-hospital, 30-day and 1-year mortality rates as well as length-of-stay, and readmission rate. 14,078 patients admitted under a cardiologist across the 6-year period were identified, with 3,029 elective patients excluded. Patients were stratified into weekday (n=8,951) or weekend (n=2,098) categories.

RESULTS

In-hospital mortality for weekend admissions was noted to be significantly higher compared to weekday admissions (adj OR 1.78, 95% CI 1.40-2.28; p<0.001). Mortality for weekend admissions was also higher at 30-days (adj OR 1.74, 95% CI 1.39-2.17; p<0.001) and at 1-year (adj OR 1.33 95% CI 1.14-1.55; p<0.001). Adjusted for diagnosis, there was a significant increase in in-hospital, 30-day and 1-year mortality seen only for weekend admissions with the final diagnosis of acute myocardial infarction.

CONCLUSION

We have identified an association between weekend admissions and higher in-hospital, 30-day and 1-year mortality for the final diagnosis of acute myocardial infarction in our cardiology admissions data over an extended period of time, although confounders cannot be completely discounted. Any steps to reduce the weekend effect need to move to a system where weekend practices are not substantially different to a usual business day. The question of whether changes in organisation practice and the increased costs incurred would reduce mortality in this high-risk group needs to be addressed by further directed research.

Admission to hospital in the UK at a weekend does not influence the prognosis of adults with community-acquired pneumonia

Outcomes for adults with community-acquired pneumonia (CAP) admitted to hospital at the weekend were compared with those admitted during weekdays using data from the British Thoracic Society national CAP audits. Of 31 400 cases, 40.7% were weekend admissions; these patients were older (mean age 72 vs 71.3 years, p=0.001) and more likely to have high severity CAP (28.9% vs 27.1%, p trend 0.003) but had slightly lower adjusted 30-day inpatient mortality (aOR 0.94 95% CI 0.88 to 1.01) compared with those admitted during weekdays. More patients in the weekend group received antibiotics within 4 hours of admission (70.3% vs 68.7%, aOR 1.07 95% CI 1.01 to 1.12). We did not observe increased mortality for adults admitted at the weekend with CAP.

Diurnal variations in the quality of stroke care in Sweden

OBJECTIVES

A recent study of acute stroke patients in England and Wales revealed several patterns of temporal variation in quality of care. We hypothesized that similar patterns would be present in Sweden and aimed to describe these patterns. Additionally, we aimed to investigate whether hospital type conferred resilience against temporal variation.

MATERIALS AND METHODS

We conducted this nationwide registry-based study using data from the Swedish Stroke Register (Riksstroke) including all adult patients registered with acute stroke between 2011 and 2015. Outcomes included process measures and survival. We modeled time of presentation as on/off-hours, shifts, day of week, 4-hour, and 12-hour time blocks. We studied hospital resilience by comparing outcomes across hospital types.

RESULTS

A total of 113 862 stroke events in 72 hospitals were included. The process indicators and survival all showed significant temporal variation. Door-to-needle (DTN) time within 30 minutes was less likely during nighttime than daytime (OR 0.50; 95% CI 0.41-0.60). Patients admitted during off-hours had lower odds of direct stroke unit (SU) admission (OR 0.72; 95% CI 0.70-0.75). 30-day survival was lower in nighttime vs daytime presentations (OR 0.90, 95% CI 0.84-0.96). The effects of temporal variation differed significantly between hospital types for DTN time within 30 minutes and direct SU admission where university hospitals were more resilient than specialized non-university hospitals.

CONCLUSIONS

Our study shows that variation in quality of care and survival is present throughout the whole week. We also found that university hospitals were more resilient to temporal variation than specialized non-university hospitals.

Nighttime and non-business days are not associated with increased risk of in-hospital mortality in patients with severe sepsis in intensive care units in Japan: The JAAM FORECAST study

PURPOSE

Hospital services are reduced during off-hour such as nighttime or weekend. Investigations of the off-hour effect on initial management and outcomes in sepsis are very limited. Thus, we tested the hypothesis that patients who were diagnosed with severe sepsis during the nighttime or on non-business days had altered initial management and clinical outcomes.

MATERIALS AND METHODS

Patients with severe sepsis from 59 ICUs between 2016 and 2017 were enrolled. The patients were categorized according to the diagnosis time or day and were then compared. The primary outcome was in-hospital mortality.

RESULTS

One thousand one hundred and forty-eight patients were analyzed; 769 daytime patients, vs. 379 nighttime patients, and 791 business day patients vs. 357 non-business day patients. There were no significant differences in in-hospital mortality between either daytime and nighttime (24.4% vs. 21.4%, P = .27; nighttime, adjusted odds ratio [OR] 1.17, 95% confidence interval [CI], 0.87-1.59, P = .30) or between business and non-business days (22.9% vs. 24.6%, P = .55; non-business day, adjusted OR 0.85, 95% CI 0.60-1.22, P = .85). Time to antibiotics was significantly shorter in the nighttime (114 vs. 89 min, P = .0055).

CONCLUSIONS

Nighttime and weekends were not associated with increased in-hospital mortality of severe sepsis.

Weekend effect: analysing temporal trends in solid organ donation

BACKGROUND

Research suggests patients treated over weekends experience poorer outcomes. Only one US-based study explored this weekend effect in organ donation, specifically the kidney discard rate. In Australia potential donors are referred to a donation service, and donation proceeds if family consent is granted and the donor is deemed medically suitable to donate. Organ procurement occurs when utilization is almost certain hence discard rates are much lower than in the USA. We aimed to characterize the effect of weekend referral on organ donation in Australia.

METHODS

We retrospectively reviewed all New South Wales Organ and Tissue Donation Service logs from 2010 to 2016. Our primary outcome was progression to organ procurement, and secondary outcomes were family consent and meeting medical suitability thresholds. We used logistic regression with random effects adjusting for clustering of referral hospitals.

RESULTS

Of 3496 potential donors referred for consideration, 694 (20%) progressed to organ procurement. There were fewer referrals on weekends (average 415 versus 588 for weekdays). However, donation rates were no lower for weekend compared to weekday referrals (adjusted OR 1.17; 95% CI 0.95, 1.44). Family consent (adjusted OR 1.20; 95% CI 1.00, 1.44) and medical suitability (adjusted OR 1.15; 95% CI 0.96, 1.38) were not lower for weekend compared to weekday referrals. Similar results were found for all sensitivity analyses conducted.

CONCLUSIONS

In Australia, the donation pathway operates consistently throughout the week, with donation no less likely to proceed on weekends and holidays. This finding contrasts with findings in the USA.