Literature DB >> 29968621

Health Analytics Types, Functions and Levels: A Review of Literature.

Mohamed Khalifa1.   

Abstract

Health analytics is a business-driven term that encompasses a wide spectrum of aspects and dimensions of business intelligence applications and big data analysis. Healthcare organizations recently are eager to know whether they are getting the full value from the massive amounts of data and information they already have, to achieve their strategic effectiveness goals and operational efficiency objectives. It is very crucial to learn more about the diverse functions, types and levels through which health analytics can support such tasks. A careful review of literature was conducted, and a qualitative analysis was used to classify health analytics. Five main types of analytics could be identified; these are descriptive, diagnostic, predictive, prescriptive and discovery analytics, each has its own distinct role in improving healthcare. In addition to the five types, health analytics could also be classified into three levels of performance and engagement, these are the operational, tactical and strategic health analytics.

Keywords:  Big Data; Business Intelligence; Health Analytics; Hospitals

Mesh:

Year:  2018        PMID: 29968621

Source DB:  PubMed          Journal:  Stud Health Technol Inform        ISSN: 0926-9630


  3 in total

1.  How can Big Data Analytics Support People-Centred and Integrated Health Services: A Scoping Review.

Authors:  Timo Schulte; Sabine Bohnet-Joschko
Journal:  Int J Integr Care       Date:  2022-06-16       Impact factor: 2.913

Review 2.  Visual Analytic Tools and Techniques in Population Health and Health Services Research: Scoping Review.

Authors:  Jawad Ahmed Chishtie; Jean-Sebastien Marchand; Luke A Turcotte; Iwona Anna Bielska; Jessica Babineau; Monica Cepoiu-Martin; Michael Irvine; Sarah Munce; Sally Abudiab; Marko Bjelica; Saima Hossain; Muhammad Imran; Tara Jeji; Susan Jaglal
Journal:  J Med Internet Res       Date:  2020-12-03       Impact factor: 5.428

3.  Monitoring Mental Healthcare Services Using Business Analytics.

Authors:  Samy Housbane; Adil Khoubila; Khaoula Ajbal; Zineb Serhier; Mohamed Agoub; Omar Battas; Mohamed Bennani Othmani
Journal:  Healthc Inform Res       Date:  2020-04-30
  3 in total

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