Literature DB >> 25154123

Decisions through data: analytics in healthcare.

Mary J Wills.   

Abstract

The amount of data in healthcare is increasing at an astonishing rate. However, in general, the industry has not deployed the level of data management and analysis necessary to make use of those data. As a result, healthcare executives face the risk of being overwhelmed by a flood of unusable data. In this essay I argue that, in order to extract actionable information, leaders must take advantage of the promise of data analytics. Small data, predictive modeling expansion, and real-time analytics are three forms of data analytics. On the basis of my analysis for this study, I recommend all three for adoption. Recognizing the uniqueness of each organization's situation, I also suggest that practices, hospitals, and healthcare systems examine small data and conduct real-time analytics and that large-scale organizations managing populations of patients adopt predictive modeling. I found that all three solutions assist in the collection, management, and analysis of raw data to improve the quality of care and decrease costs.

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Mesh:

Year:  2014        PMID: 25154123     DOI: 10.1097/00115514-201407000-00005

Source DB:  PubMed          Journal:  J Healthc Manag        ISSN: 1096-9012


  4 in total

1.  The Impact of Big Data Management Capabilities on the Performance of Manufacturing Firms in Asian Economy During COVID-19: The Mediating Role of Organizational Agility and Moderating Role of Information Technology Capability.

Authors:  Junling Zhang; Hualong Li
Journal:  Front Psychol       Date:  2022-07-06

2.  Exploring the Intersection Between Health Professionals' Learning and eHealth Data: Protocol for a Comprehensive Research Program in Practice Analytics in Health Care.

Authors:  Anna Janssen; Stella Talic; Dragan Gasevic; Judy Kay; Tim Shaw
Journal:  JMIR Res Protoc       Date:  2021-12-09

Review 3.  Towards the Use of Big Data in Healthcare: A Literature Review.

Authors:  Grazia Dicuonzo; Graziana Galeone; Matilda Shini; Antonella Massari
Journal:  Healthcare (Basel)       Date:  2022-07-01

4.  How do firms create business value and dynamic capabilities by leveraging big data analytics management capability?

Authors:  Jingmei Gao; Zahid Sarwar
Journal:  Inf Technol Manag       Date:  2022-10-16
  4 in total

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