Fact Based List:
Jennifer Bresnick: 10 Challenges Providers Face When Dealing With Big Data Analytics in Healthcare
Submitted by Anonymous on Thu, 06/22/2017 - 17:10
- Data Capturing - that is clean, complete, accurate, and formatted correctly for use in multiple systems is an ongoing battle for organizations
- Data Cleaning β also known as cleansing or scrubbing β ensures that datasets are accurate, correct, consistent, relevant, and not corrupted in any way
- Data Storage - Front-line clinicians rarely think about where their data is being stored, but itβs a critical cost, security, and performance issue for the IT department
- Data Security - is the number one priority for healthcare organizations, especially in the wake of a rapid-fire series of high profile breaches, hackings, and ransomware episodes
- Stewardship - Understanding when the data was created, by whom, and for what purpose β as well as who has previously used the data, why, how, and when
- Querying - Robust metadata and strong stewardship protocols also make it easier for organizations to query their data and get the answers that they are expecting
- Reporting - After providers have nailed down the query process, they must generate a report that is clear, concise, and accessible to the target audience
- Visualization - At the point of care, a clean and engaging data visualization can make it much easier for a clinician to absorb information and use it appropriately
- Updating - Healthcare data is not static, and most elements will require relatively frequent updates in order to remain current and relevant
- Sharing - data with external partners is essential, especially as the industry moves towards population health management and value-based care
Source: HealthIT Analytics
Source URL: https://healthitanalytics.com/news/top-10-challenges-of-big-...
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