Nursing Knowledge: Big Data Science-Implications for Nurse Leaders

Nursing Administration Quarterly
Bonnie L WestraConnie W Delaney

Abstract

The integration of Big Data from electronic health records and other information systems within and across health care enterprises provides an opportunity to develop actionable predictive models that can increase the confidence of nursing leaders' decisions to improve patient outcomes and safety and control costs. As health care shifts to the community, mobile health applications add to the Big Data available. There is an evolving national action plan that includes nursing data in Big Data science, spearheaded by the University of Minnesota School of Nursing. For the past 3 years, diverse stakeholders from practice, industry, education, research, and professional organizations have collaborated through the "Nursing Knowledge: Big Data Science" conferences to create and act on recommendations for inclusion of nursing data, integrated with patient-generated, interprofessional, and contextual data. It is critical for nursing leaders to understand the value of Big Data science and the ways to standardize data and workflow processes to take advantage of newer cutting edge analytics to support analytic methods to control costs and improve patient quality and safety.

References

Feb 12, 2015·Journal of the American Medical Informatics Association : JAMIA·Bonnie L WestraConnie W Delaney

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Citations

Feb 19, 2016·Journal of Advanced Nursing·Pamela A Hussey, Margaret Ann Kennedy
Mar 2, 2016·The Journal of Nursing Education·Amy J Barton
Jul 9, 2016·International Journal of Nursing Knowledge·Jeffrey M Adams
Oct 28, 2016·Western Journal of Nursing Research·Hyeoneui KimJeeyae Choi
Jan 20, 2018·The Journal of Nursing Administration·John M WeltonEric Lucas
Feb 16, 2018·Journal of Clinical Nursing·Lianne JeffsAlison Kitson
Nov 18, 2017·Journal of Clinical Nursing·Siobhan O'Connor
Mar 5, 2019·Journal of the American Medical Informatics Association : JAMIA·Melanie A Meyer
Aug 15, 2017·Clinical Nurse Specialist CNS·Shirley S Paulson, Elizabeth Scruth
Oct 19, 2019·Oncology Nursing Forum·Diane Von AhMary E Cooley
Oct 21, 2016·International Journal of Environmental Research and Public Health·Ho Ting WongAlice Yuen Loke
Mar 19, 2019·The Journal of Nursing Administration·Heather V Nelson-BrantleyEsther Chipps
Mar 30, 2018·Frontiers in Public Health·Shawn Dolley
Oct 13, 2020·Computers, Informatics, Nursing : CIN·Lisiane PruinelliConnie W Delaney
Aug 1, 2020·Computers, Informatics, Nursing : CIN·Barbara KupferschmidRhonda Schoville
Mar 19, 2021·The American Journal of Nursing·Roxanne L O'Brien, Matt W O'Brien
Sep 2, 2020·Computers, Informatics, Nursing : CIN·Rosario CarusoAlessandro Stievano
Aug 9, 2021·Nursing Outlook·Patricia K StrobehnJustus J Randolph
Oct 1, 2021·Journal of Psychosocial Nursing and Mental Health Services·Selda SecginliJeanette M Olsen
May 25, 2021·Computers, Informatics, Nursing : CIN·Courtney OmaryRoy L Simpson

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