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 Greenwich, Fac Educ & Hlth, London SE18 6PF, EnglandUniv Greenwich, Fac Educ & Hlth, London SE18 6PF, England
West, Elizabeth
Barron, David N.
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Univ Oxford, Said Business Sch, Oxford OX1 2JD, England
Univ Oxford, Jesus Coll, Oxford OX1 2JD, EnglandUniv Greenwich, Fac Educ & Hlth, London SE18 6PF, England
Barron, David N.
Harrison, David
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机构:Univ Greenwich, Fac Educ & Hlth, London SE18 6PF, England
Harrison, David
Rafferty, Anne Marie
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Kings Coll London, London WC2R 2LS, EnglandUniv Greenwich, Fac Educ & Hlth, London SE18 6PF, England
Rafferty, Anne Marie
Rowan, Kathy
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机构:Univ Greenwich, Fac Educ & Hlth, London SE18 6PF, England
Rowan, Kathy
Sanderson, Colin
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Univ London London Sch Hyg & Trop Med, London WC1E 7HT, EnglandUniv Greenwich, Fac Educ & Hlth, London SE18 6PF, England
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Jagiellonian Univ, Coll Med, Fac Hlth Sci, Inst Nursing & Midwifery, Krakow, PolandUniv Penn, Sch Nursing, Ctr Hlth Outcomes & Policy Res, Philadelphia, PA 19104 USA
Kozka, Maria
Lesaffre, Emmanuel
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Katholieke Univ Leuven, Leuven Biostat & Stat Bioinformat Ctr, Louvain, BelgiumUniv Penn, Sch Nursing, Ctr Hlth Outcomes & Policy Res, Philadelphia, PA 19104 USA
Lesaffre, Emmanuel
McHugh, Matthew D.
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Univ Penn, Sch Nursing, Ctr Hlth Outcomes & Policy Res, Philadelphia, PA 19104 USAUniv Penn, Sch Nursing, Ctr Hlth Outcomes & Policy Res, Philadelphia, PA 19104 USA
McHugh, Matthew D.
Moreno-Casbas, M. T.
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Inst Hlth Carlos III, Nursing & Healthcare Res Unit, Madrid, SpainUniv Penn, Sch Nursing, Ctr Hlth Outcomes & Policy Res, Philadelphia, PA 19104 USA
Moreno-Casbas, M. T.
Rafferty, Anne Marie
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Kings Coll London, Florence Nightingale Sch Nursing & Midwifery, London WC2R 2LS, EnglandUniv Penn, Sch Nursing, Ctr Hlth Outcomes & Policy Res, Philadelphia, PA 19104 USA
Rafferty, Anne Marie
Schwendimann, Rene
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Inst Nursing Sci, Basel, SwitzerlandUniv Penn, Sch Nursing, Ctr Hlth Outcomes & Policy Res, Philadelphia, PA 19104 USA
Schwendimann, Rene
Scott, P. Anne
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Dublin City Univ, Sch Nursing & Human Sci, Dublin 9, IrelandUniv Penn, Sch Nursing, Ctr Hlth Outcomes & Policy Res, Philadelphia, PA 19104 USA
Scott, P. Anne
Tishelman, Carol
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Karolinska Inst, Dept Learning Informat Management & Eth, Med Management Ctr, Stockholm, SwedenUniv Penn, Sch Nursing, Ctr Hlth Outcomes & Policy Res, Philadelphia, PA 19104 USA
Tishelman, Carol
van Achterberg, Theo
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Radboud Univ Nijmegen, Med Ctr, IQ Healthcare, Sci Inst Qual Healthcare, Nijmegen, NetherlandsUniv Penn, Sch Nursing, Ctr Hlth Outcomes & Policy Res, Philadelphia, PA 19104 USA
机构:
Inst Sci Tokyo Hosp, Qual Management Ctr, 1-5-45 Yushima, Bunkyo Ku, Tokyo 1138510, Japan
Natl Hosp Org Headquarters, Clin Res Ctr, Dept Clin Data Management & Res, 2-5-11 Higashigaoka, Meguro Ku, Tokyo 1528621, JapanInst Sci Tokyo Hosp, Qual Management Ctr, 1-5-45 Yushima, Bunkyo Ku, Tokyo 1138510, Japan
Moriwaki, Mutsuko
Kakehashi, Masayuki
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Hiroshima Univ, Grad Sch Biomed & Hlth Sci, 1-2-3 Kasumi, Minami Ku, Hiroshima 7348553, JapanInst Sci Tokyo Hosp, Qual Management Ctr, 1-5-45 Yushima, Bunkyo Ku, Tokyo 1138510, Japan
Kakehashi, Masayuki
Hayashida, Kenshi
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Univ Occupat & Environm Hlth, Univ Hosp, Dept Med Informat & Management, 1-1 Iseigaoka,Yahatanishi Ward, Kitakyushu 8078556, JapanInst Sci Tokyo Hosp, Qual Management Ctr, 1-5-45 Yushima, Bunkyo Ku, Tokyo 1138510, Japan
Hayashida, Kenshi
Koizumi, Masato
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Natl Hosp Org Headquarters, Clin Res Ctr, Dept Clin Data Management & Res, 2-5-11 Higashigaoka, Meguro Ku, Tokyo 1528621, JapanInst Sci Tokyo Hosp, Qual Management Ctr, 1-5-45 Yushima, Bunkyo Ku, Tokyo 1138510, Japan
Koizumi, Masato
Horiguchi, Hiromasa
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Natl Hosp Org Headquarters, Clin Res Ctr, Dept Clin Data Management & Res, 2-5-11 Higashigaoka, Meguro Ku, Tokyo 1528621, JapanInst Sci Tokyo Hosp, Qual Management Ctr, 1-5-45 Yushima, Bunkyo Ku, Tokyo 1138510, Japan
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Sun Yat Sen Univ, Sch Nursing, 74,Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Nursing, 74,Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R China
Liu, Xu
Zheng, Jing
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Guangdong Pharmaceut Univ, Sch Nursing, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Nursing, 74,Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R China
Zheng, Jing
Liu, Ke
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Sun Yat Sen Univ, Sch Nursing, 74,Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Nursing, 74,Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R China
Liu, Ke
Baggs, Judith G.
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Oregon Hlth & Sci Univ, Sch Nursing, Portland, OR 97201 USASun Yat Sen Univ, Sch Nursing, 74,Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R China
Baggs, Judith G.
Liu, Jiali
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Sun Yat Sen Univ, Ctr Canc, State Key Lab Oncol South China, Collaborat Innovat Ctr Canc Med,Dept Nursing, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Nursing, 74,Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R China
Liu, Jiali
Wu, Yan
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Guangzhou Univ Chinese Med, Sch Nursing, Guangzhou, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Nursing, 74,Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R China
Wu, Yan
You, Liming
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Sun Yat Sen Univ, Sch Nursing, 74,Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R ChinaSun Yat Sen Univ, Sch Nursing, 74,Zhongshan 2nd Rd, Guangzhou 510080, Guangdong, Peoples R China