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What is the value of predictive analytics?

NOMINATED TOPIC | December 6, 2017

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Describe your topic.

What is the value of predictive analytics? Particularly in population health. Government had created payment systems that reward or punish for readmission rates. Managed through predictive analytics that calculate risk scores for risk of rehospitalization. What are components of good predictive risk score? are there better predictive analytical for hot spotters/high utilizers. How orient through less expensive and more effective resources

Describe why this topic is important.

Some health systems are incentivized by the CMS initiative. They would be interest in a compilation of evidence on the predictive value of validated instruments that can identify patients at high risk of readmission. Once identified accurately patients who are at high risk of rehospitalization. The next step would be to direct greater effort and care towards these patients to reduce that risk of 30-day hospital readmission.

Tell us why you are suggesting this topic.

AHRQ EPC Staff solicited this nomination from HMA, a health systems organization. Addressing the needs and concerns of health systems is a current priority of AHRQ.

Target Date.

 

Describe what you are doing currently and what you are hoping will change because of a new evidence report.

HMA has a Collaborative group called Advanced Analytics that is working in this area.

How will you or your group use the information from a new evidence report?

Will share report with interest parties within the organization and inform work.

How would you or your group plan to disseminate information from the report? Who would you plan to disseminate it to?

HMA will use the results of the review and disseminate it among member health systems. HMA is comprised of executive members from the country's largest integrated health systems and a strategic balance of the industry's most innovative companies. Executive members exchange best practices and benchmark information on increasing the quality and efficiency of healthcare. The Academy is a knowledge source for identifying and monitoring tactical and strategic issues.

Do you know of organizations that could use an evidence report to change clinical practice? Are you a part of, or have you been in contact with, any organizations that might implement the research findings of an evidence report?

Constituents of HMA might find a report on this topic useful.

Information About You: (optional)

Provide a description of your role or perspective.

 

If you are you making a suggestion on behalf of an organization, please state the name of the organization.

Health Management Academy (HMA)

Please tell us how you heard about the Effective Health Care Program.

 

Page last reviewed December 2017
Page originally created December 2017

Internet Citation: What is the value of predictive analytics? . Content last reviewed December 2017. Effective Health Care Program, Agency for Healthcare Research and Quality, Rockville, MD.
https://effectivehealthcare.ahrq.gov/get-involved/nominated-topics/what-value-predictive-analytics-particularly-population-health

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