Big Data Analytics in Healthcare: Investigating the Diffusion of Innovation.
The shortage of data scientists has restricted the implementation of big data analytics in healthcare facilities. This survey study explores big data tool and technology usage, examines the gap between the supply and the demand for data scientists through Diffusion of Innovations theory, proposes en...
| Publicado en: | Perspectives in Health Information Management pp. 1 - 20 |
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| Autores principales: | , |
| Formato: | questionnaire/scale research tables/charts Journal Article |
| Publicado: |
American Health Information Management Association
Summer2019
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=137813680&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 137813680 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 15594122 2QEL jtl: Perspectives in Health Information Management issn: 15594122 maglogo: N pubinfo: dt: Summer2019 pid: 6825 pub: American Health Information Management Association place: Chicago, Illinois artinfo: ui: 137813680 137813680 137813680 137813680 ppf: 1 ppct: 19 formats: fmt: @attributes: type: P tig: atl: Big Data Analytics in Healthcare: Investigating the Diffusion of Innovation. aug: au: Dolezel, Diane McLeod, Alexander affil: Assistant professor in the Department of Health Information Management at Texas State University in San Marcos, TX sug: subj: Data Analytics Health Facilities Diffusion of Innovation Technology Curriculum Development Human United States Health Facility Administrators Work Environment Experiential Learning American Health Information Management Association APACHE (Acute Physiology and Chronic Health Evaluation) Data Analysis Software Surveys Descriptive Statistics Summated Rating Scaling Geographic Factors Hospitals Academic Medical Centers ab: The shortage of data scientists has restricted the implementation of big data analytics in healthcare facilities. This survey study explores big data tool and technology usage, examines the gap between the supply and the demand for data scientists through Diffusion of Innovations theory, proposes engaging academics to accelerate knowledge diffusion, and recommends adoption of curriculum-building models. For this study, data were collected through a national survey of healthcare managers. Results provide practical data on big data tool and technology skills utilized in the workplace. This information is valuable for healthcare organizations, academics, and industry leaders who collaborate to implement the necessary infrastructure for content delivery and for experiential learning. It informs academics working to reengineer their curriculum to focus on big data analytics. The paper presents numerous resources that provide guidance for building knowledge. Future research directions are discussed. pubtype: Academic Journal doctype: questionnaire/scale research tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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