Background: Growing evidence indicates that improved nurse staffing in acute hospitals is associated with lower hospital mortality. Current research is limited to studies using hospital level data or without proper adjustment for confounders which makes the translation to practice difficult. Method: In this observational study we analysed retrospectively the control group of a stepped wedge randomised controlled trial concerning 14 medical and 14 surgical wards in seven Belgian hospitals. All patients admitted to these wards during the control period were included in this study. Pregnant patients or children below 17 years of age were excluded. In all patients, we collected age, crude ward mortality, unexpected death, cardiac arrest with Cardiopulmonary Resuscitation (CPR), and unplanned admission to the Intensive Care Unit (ICU). A composite mortality measure was constructed including unexpected death and death up to 72 h after cardiac arrest with CPR or unplanned ICU admission. Every 4 months we obtained, from 30 consecutive patient admissions across all wards, the Charlson comorbidity index. The amount of nursing hours per patient days (NHPPD) were calculated every day for 15 days, once every 4 months. Data were aggregated to the ward level resulting in 68 estimates across wards and time. Linear mixed models were used since they are most appropriate in case of clustered and repeated measures data. Results: The unexpected death rate was 1.80 per 1000 patients. Up to 0.76 per 1000 patients died after CPR and 0.62 per 1000 patients died after unplanned admission to the ICU. The mean composite mortality was 3.18 per 1000 patients. The mean NHPPD and proportion of nurse Bachelor hours were respectively 2.48 and 0.59. We found a negative association between the nursing hours per patient day and the composite mortality rate adjusted for possible confounders (B = - 2.771, p = 0.002). The proportion of nurse Bachelor hours was negatively correlated with the composite mortality rate in the same analysis (B = - 8.845, p = 0.023). Using the regression equation, we calculated theoretically optimal NHPPDs. Conclusions: This study confirms the association between higher nurse staffing levels and lower patient mortality controlled for relevant confounders.
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Univ Kansas, Med Ctr, Dept Biostat, Kansas City, MO USAUniv Kansas, Med Ctr, Dept Biostat, Kansas City, MO USA
He, Jianghua
Almenoff, Peter L.
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Vet Hlth Adm, Off Informat & Analyt, Kansas City, MO USA
Univ Missouri, Dept Biomed & Hlth Informat, Sch Med, Kansas City, MO USA
Univ Kansas, Sch Med, Div Pulm Crit Care Sleep, Kansas City, MO USAUniv Kansas, Med Ctr, Dept Biostat, Kansas City, MO USA
Almenoff, Peter L.
Keighley, John
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Univ Kansas, Med Ctr, Dept Biostat, Kansas City, MO USAUniv Kansas, Med Ctr, Dept Biostat, Kansas City, MO USA
Keighley, John
Li, Yu-Fang
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Vet Hlth Adm, Off Informat & Analyt, Seattle, WA USAUniv Kansas, Med Ctr, Dept Biostat, Kansas City, MO USA
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Univ Adelaide, Adelaide Nursing Sch, Adelaide, SA 5005, AustraliaUniv Adelaide, Adelaide Nursing Sch, Adelaide, SA 5005, Australia
Assaye, Ashagre Molla
Wiechula, Richard
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Univ Adelaide, Adelaide Nursing Sch, Adelaide, SA 5005, Australia
Joanna Briggs Inst, Ctr Evidence Based Practice South Australia, Adelaide, SA, AustraliaUniv Adelaide, Adelaide Nursing Sch, Adelaide, SA 5005, Australia
Wiechula, Richard
Schultz, Timothy J.
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Univ Adelaide, Adelaide Nursing Sch, Adelaide, SA 5005, Australia
Joanna Briggs Inst, Ctr Evidence Based Practice South Australia, Adelaide, SA, AustraliaUniv Adelaide, Adelaide Nursing Sch, Adelaide, SA 5005, Australia
Schultz, Timothy J.
Feo, Rebecca
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Flinders Univ S Australia, Coll Nursing & Hlth Sci, Adelaide, SA, AustraliaUniv Adelaide, Adelaide Nursing Sch, Adelaide, SA 5005, Australia
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Univ Wollongong, Sch Nursing, North fields Ave, Wollongong, Australia
Univ Technol Sydney, Fac Hlth, Sch Nursing & Midwifery, Sydney, AustraliaUniv Wollongong, Sch Nursing, North fields Ave, Wollongong, Australia
Al-ghraiybah, Tamer
Lago, Luise
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Univ Wollongong, Ctr Hlth Res Illawarra Shoalhaven Populat, Innovat Campus, Wollongong, AustraliaUniv Wollongong, Sch Nursing, North fields Ave, Wollongong, Australia
Lago, Luise
Fernandez, Ritin
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Univ Newcastle, Sch Nursing & Midwifery, Newcastle, AustraliaUniv Wollongong, Sch Nursing, North fields Ave, Wollongong, Australia
Fernandez, Ritin
Sim, Jenny
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Univ Wollongong, Sch Nursing, North fields Ave, Wollongong, Australia
Australian Catholic Univ, Sch Nursing Midwifery & Paramed, North Sydney, AustraliaUniv Wollongong, Sch Nursing, North fields Ave, Wollongong, Australia