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Big Data-Enabled Nursing

Name: Big Data-Enabled Nursing
Brand: Springer International Publishing AG
SKU: 21374465
Price: 171.22 EUR
Availability: InStock
Author: Connie W. Delaney
ISBN: 9783319851204

Education, Research and Practice

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 21374465

Nakladateľstvo Springer International Publishing AG, august 2018

Historically, nursing, in all of its missions of research/scholarship, education and practice, has n... Celý popis

Libristo kód: 21374465

414 b

171.22 €

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Historically, nursing, in all of its missions of research/scholarship, education and practice, has not had access to large patient databases. Nursing consequently adopted qualitative methodologies with small sample sizes, clinical trials and lab research. Historically, large data methods were limited to traditional biostatical analyses. In the United States, large payer data has been amassed and structures/organizations have been created to welcome scientists to explore these large data to advance knowledge discovery. Health systems electronic health records (EHRs) have now matured to generate massive databases with longitudinal trending. This text reflects how the learning health system infrastructure is maturing, and being advanced by health information exchanges (HIEs) with multiple organizations blending their data, or enabling distributed computing. It educates the readers on the evolution of knowledge discovery methods that span qualitative as well as quantitative data mining, including the expanse of data visualization capacities, are enabling sophisticated discovery. New opportunities for nursing and call for new skills in research methodologies are being further enabled by new partnerships spanning all sectors.