Mining routinely collected acute data to reveal non-linear relationships between nurse staffing levels and outcomes

Alison Leary; Rob Cook; Sarahjane Jones; Judith Smith; Malcolm Gough; Elaine Maxwell; Geoffrey Punshon; Mark Radford

doi:10.1136/bmjopen-2016-011177

Mining routinely collected acute data to reveal non-linear relationships between nurse staffing levels and outcomes

Alison Leary^*, Rob Cook, Sarahjane Jones, Judith Smith, Malcolm Gough, Elaine Maxwell, Geoffrey Punshon, Mark Radford

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

20 Citations (SciVal)

Original language	English
Article number	e011177
Journal	BMJ Open
Volume	6
Issue number	12
DOIs	https://doi.org/10.1136/bmjopen-2016-011177
Publication status	Published (VoR) - 1 Dec 2016

Keywords

data mining
nursing
safety
staffing

Access to Document

10.1136/bmjopen-2016-011177

Cite this

@article{e654d9ae5c534155b978b23f5c5a6903,

title = "Mining routinely collected acute data to reveal non-linear relationships between nurse staffing levels and outcomes",

keywords = "data mining, nursing, safety, staffing",

author = "Alison Leary and Rob Cook and Sarahjane Jones and Judith Smith and Malcolm Gough and Elaine Maxwell and Geoffrey Punshon and Mark Radford",

year = "2016",

month = dec,

day = "1",

doi = "10.1136/bmjopen-2016-011177",

language = "English",

volume = "6",

journal = "BMJ Open",

issn = "2044-6055",

publisher = "BMJ Publishing Group",

number = "12",

}

TY - JOUR

T1 - Mining routinely collected acute data to reveal non-linear relationships between nurse staffing levels and outcomes

AU - Leary, Alison

AU - Cook, Rob

AU - Jones, Sarahjane

AU - Smith, Judith

AU - Gough, Malcolm

AU - Maxwell, Elaine

AU - Punshon, Geoffrey

AU - Radford, Mark

PY - 2016/12/1

Y1 - 2016/12/1

KW - data mining

KW - nursing

KW - safety

KW - staffing

UR - https://www.scopus.com/pages/publications/85006713690

UR - https://www.scopus.com/inward/citedby.url?scp=85006713690&partnerID=8YFLogxK

U2 - 10.1136/bmjopen-2016-011177

DO - 10.1136/bmjopen-2016-011177

M3 - Article

C2 - 27986733

AN - SCOPUS:85006713690

SN - 2044-6055

VL - 6

JO - BMJ Open

JF - BMJ Open

IS - 12

M1 - e011177

ER -

Mining routinely collected acute data to reveal non-linear relationships between nurse staffing levels and outcomes

Keywords

Access to Document

Other files and links

Fingerprint

Cite this