# Hospital Nurse Understaffing and Patient Mortality, Readmission, and Length of Stay

## TL;DR

Nurse understaffing during the day shift in hospitals is linked to higher patient mortality, more readmissions, and longer hospital stays.

## Contribution

This study identifies the specific impact of day shift nurse understaffing on patient outcomes, compared to evening and night shifts.

## Key findings

- Understaffing during the day shift is associated with increased in-hospital mortality and readmission rates.
- Nurse understaffing during the 24-hour period and day shift leads to longer hospital stays.
- Evening and night shift understaffing does not significantly affect mortality or readmission rates.

## Abstract

Is nurse understaffing during the day shift or evening and night shift, relative to typical ward staffing levels, associated with patient outcomes in acute care hospitals?

In this cohort study of 77 289 hospital admissions across 82 wards in Japan, patients exposed to nurse understaffing during the day shift or during the 24-hour period had higher in-hospital mortality and increased readmission rates, whereas evening and night shift understaffing was not associated with these outcomes. Understaffing during the 24-hour period, as well as during the day shift and evening and night shift, was associated with longer hospital stays.

These findings suggest that maintaining nurse staffing at or above the ward’s typical level for each shift, particularly during day shifts, is associated with improved patient outcomes.

This cohort study explores the association between nurse understaffing during the day shift and evening and night shift, relative to typical ward staffing levels, and patient outcomes in acute care hospitals.

Although higher nurse staffing has been linked to better patient outcomes, most studies rely on aggregate measures, leaving the effects of deviations from ward- and shift-level norms (daily and per shift) unclear. Clarifying these effects can inform ward-level staffing decisions.

To investigate the association between nurse understaffing, relative to typical ward staffing levels, during the 24-hour period, day shift, and evening and night shift and patient risk for in-hospital mortality, readmission, and longer length of stay (LOS).

This retrospective cohort study used claims data and shift-ward rosters from 82 wards in 9 hospitals in Japan. Included patients were aged 20 years or older and hospitalized between April 1, 2019, and March 31, 2020. Analyses were performed from March 20 to November 12, 2025.

Nurse understaffing was defined as average nurse hours per patient-day below each ward’s annual median, assessed for the 24-hour period, day shift, and evening and night shift.

The primary outcomes assessed were in-hospital mortality, 7-day and 30-day readmissions, and LOS. Propensity score matching (PSM) and multilevel models adjusted for confounding.

This study included 77 289 hospital admissions. Patients had a mean (SD) age of 69.3 (15.1) years, 57.2% were male, and 53.2% were admitted for surgery. Of these admissions, 28 846 matched pairs were included in the in-hospital mortality analysis and 27 907 matched pairs were included in the readmission analysis. After PSM, patients exposed to nurse understaffing during the 24-hour period and day shift had higher in-hospital mortality rates (3.1% vs 2.8% and 3.2% vs 2.8%; both P = .02); those exposed to understaffing during the 24-hour period also had higher 30-day readmission rates (11.2% vs 10.5%; P = .01), whereas those exposed to understaffing during the day shift had higher 7-day readmission rates (2.3% vs 2.1%; P = .04). Understaffing during the evening and night shift was not associated with these outcomes. LOS after PSM was longer when understaffing occurred during the 24-hour period (mean [SD], 14.6 [16.3] vs 13.8 [16.5] days), day shift (14.7 [16.4] vs 13.7 [16.2] days), or evening and night shift (14.1 [16.2] vs 13.6 [16.4] days) (all P < .001).

In this cohort study, nurse understaffing during the 24-hour period (specifically during the day shift) was associated with increased risk of in-hospital mortality, hospital readmission, and longer LOS. These findings suggest that close attention to daily staffing levels and prompt action to address understaffing may help improve patient outcomes. Nurse managers should routinely monitor deviations from this benchmark to address immediate needs and enable rapid adjustments through feasible strategies.