Perspectives on Big Data and Big Data Analytics in Healthcare.
Big data (BD) is of high interest for research and practice purposes because it has the potential to provide insights into the population served and healthcare practices. Much progress has been made in collecting BD and creating tools for big data analytics (BDA). However, healthcare organizations c...
| Publicado en: | Perspectives in Health Information Management Vol. 21; no. 1; pp. 43 - 62 |
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| Autores principales: | , , |
| Formato: | research Journal Article |
| Publicado: |
American Health Information Management Association
Winter/Spring2024
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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=177830940&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 177830940 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 15594122 2QEL jtl: Perspectives in Health Information Management issn: 15594122 maglogo: N pubinfo: dt: Winter/Spring2024 vid: 21 iid: 1 pid: 6825 pub: American Health Information Management Association place: Chicago, Illinois artinfo: ui: 177830940 177830940 177830940 177830940 ppf: 43 ppct: 19 formats: fmt: – @attributes: type: T – @attributes: type: P tig: atl: Perspectives on Big Data and Big Data Analytics in Healthcare. aug: au: Onyejekwe, Egondu R. Sherifi, Dasantila Hung Ching affil: National Council of Negro Women Inc., Columbus, Ohio Section (NCNWCSO) sug: subj: Data Analytics Data Management Evaluation Artificial Intelligence Utilization Health Information Management Health Care Delivery Human Decision Making Qualitative Studies Electronic Health Records Natural Language Processing Digital Health Quality Management, Organizational Organizational Structure Health Personnel ab: Big data (BD) is of high interest for research and practice purposes because it has the potential to provide insights into the population served and healthcare practices. Much progress has been made in collecting BD and creating tools for big data analytics (BDA). However, healthcare organizations continue to experience challenges associated with BD characteristics and BDA tools. Utilization of BD impacts current decision-making, planning, and future use of artificial intelligence (AI) tools, which are trained on BD. This qualitative study focused on better understanding the reality of BD and BDA management and usage by healthcare organizations. Six structured interviews were conducted with individuals who work with healthcare BD and BDA. Findings confirmed the known challenges associated with BD/BDA and added rich insights into the structural, operational and utilization aspects, as well as future directions. Such perspectives are valuable for education and improvements in BD/BDA management and development. pubtype: Academic Journal doctype: research Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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