Full-text resources of CEJSH and other databases are now available in the new Library of Science.
Visit https://bibliotekanauki.pl

PL EN


2015 | 1(35) | 9-18

Article title

The application of big data in the management of healthcare organizations. A review of selected practical solutions

Content

Title variants

PL
Zastosowanie big data w zarządzaniu organizacjami służby zdrowia. Przegląd wybranych rozwiązań

Languages of publication

PL EN

Abstracts

EN
The goal of the paper is to present the application of big data solutions in the process of organizations’ management especially concerning healthcare subjects. It raises the issue of big data application in multiple areas, including supporting decisions and the improvement of efficiency and efficacy of the whole decision-making process. Big data technologies have manifold advantages for the organizations which implemented it and may be an element which can contribute to the achievement of a competitive advantage of such an organization. The review paper presents the notion of big data solutions with a brief presentation of its architecture and also puts an emphasis on the benefits of its application in healthcare subjects and the management of organizations. It describes the methods and techniques of data processing for the purpose of huge volumes of data analysis. On the basis of the literature review and an analysis of the McKinsey report, the Big Data Executive Survey 2013 report, IBM, Intel research and case studies, it presents selected examples of big data application in healthcare.

Year

Issue

Pages

9-18

Physical description

Contributors

References

  • Berman J., 2013, Principles of Big Data, Morgan Kaufmann Elsevier, Waltham.
  • Big Data Executive Survey, 2013, http://dev.gentoo.org/~dberkholz/osbc/NVP-Big-Data-Survey-2013-Summary-Report.pdf, New Vantage Partners, Boston.
  • Capitalizing on the Power of Big Data for Healthcare, 2013, Intel, SAS white paper, Big data analytics. Healthcare, http://www.intel.com/content/www/us/en/healthcare-it/sas-big-data-digitization-of-healthcare-white-paper.html.
  • Cisco big data case study, 2013, http://www.cisco.com/c/en/us/solutions/collateral/enterprise/cisco-on-cisco/BigData_Case_Study-1.pdf Cisco IT Case Study, August.
  • Cottle M., Hoover W., Kanwal S., Kohn M., Strome T., Treister N., 2013, Transforming Health Care Through Big Data Strategies for leveraging big data in the health care industry, Institute for Health Technology Transformation, http://ihealthtran.com/big-data-in-healthcare.
  • EY Report, 2014, Big data, changing the way businesses compete and operate, Insights on
  • governance, risk and compliance, April , http://www.ey.com/Publication/vwLUAssets/EY_-_Big_data:_changing_the_way_businesses_operate/$FILE/EY-Insights-on-GRC-Big-data.pdf.
  • IBM Research, 2013, WatsonPaths, http://www.research.ibm.com/cognitive-computing/watson/watsonpaths.shtml#fbid=Ya6db-lTk0i.
  • Kelly J., 2014, Big Data: Hadoop, Business Analytics and Beyond, http://wikibon.org/wiki/v/Big_Data:_Hadoop,_Business_Analytics_and_Beyond, February.
  • Krishnan K., 2013, Data Warehousing in the Age of Big Data, Morgan Kaufmann Elsevier, Waltham 2013
  • Manyika J., Chui M., Brown B., Bughin J., Dobbs R., Roxburgh C., Byers A., 2011, Big data: The next frontier for innovation, competition and productivity, McKiney Global Report, May.
  • Nowicki A., Ziora L., 2013, Zastosowania nowych technologii informacyjnych w zarządzaniu jako przejaw przedsiębiorczości, [w:] Wiedza i technologie informacyjne w kreowaniu przedsiębiorczości, red. A. Nowicki, D. Jelonek, Sekcja Wydaw. WZP.Czest, p. 53-62.
  • Ohlhorst F., 2013, Big Data Analytics. Turning Big Data into Big Money, Wiley.
  • Pietruszyński P., 2014, Wielkie dane w polskich organizacjach. Raport Big Data+, “Computerworld”, 27.08.2014.
  • Schmarzo B., 2013, Big Data. Understanding How Data Powers Big Businesses, Wiley.
  • Sejdić E., 2014, Adapt current tools for handling big data. Correspondence, Nature Publishing Group, “Nature”, vol. 507, 306, 20.03. 2014, Macmillan Publishers Limited.
  • Sepulveda M., 2014, Public health informatics and the public health workforce in an era of change, “American Journal of Preventive Medicine”, 47(5S3):S386-S387, Elsevier.
  • Singh P., 2015, Shaping Technology. Shaping Business, Big Data: What on Earth is it?, http://blog.au.fujitsu.com/?p=441#sthash.LpqhwfZZ.dpuf.
  • Simon P., 2013, Too big to ignore. The Business Case for Big Data, Wiley.
  • Wang L., Ranjan R., Kołodziej J., Zomaya A., Alem L., 2015, Software Tools and Techniques for Big Data Computing in Healthcare Clouds Future Generation Computer Systems, 43-44, 38-39, www.elsevier.com/locate/fgcs.
  • Yang J., Li J., Mulder J. Wange Y., Chen S., Wug H., Wang Q., Pan H., 2015, Emerging information technologies for enhanced healthcare, “Computers in Industry”, 69http://www.journals.elsevier.com/computers-in-industry/.

Document Type

Publication order reference

Identifiers

YADDA identifier

bwmeta1.element.desklight-4e229d5f-821b-4dac-9048-c081917581a6
JavaScript is turned off in your web browser. Turn it on to take full advantage of this site, then refresh the page.