Tag Archives: outcomes

Trusting predictive analytics

Most likely, the last time you purchased something online you were offered “recommendations” or saw what “others also liked.” The technology behind these common prompts uses predictive analytics. Your online merchant is leveraging data about your shopping and online searching behavior to predict their desired outcome — that you might buy something else! As we […]
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Making the most of health care claims data in value-based care

In my last blog post, I wrote about the need for using clinical data to create a comprehensive data set for analytics. The other side of that equation, however, is using claims data effectively. Providers already can more easily leverage claims data than clinical because of stronger reporting tools and standards, but there are some […]
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Clinical data a must for managing patient risk

In the new health care economy, we counsel providers seeking to strengthen their position should utilize a comprehensive data set. But too often, health care providers are limited in the data they use. Medicare claims data are their traditional source of data, and it’s often used as their main source of health care intelligence. It’s […]
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Use big data and analytics to slow health care costs and compete on outcomes

By: The Optum Risk & Quality Solutions Team Health care is awash in data, so one might think that providers and payers would be on the forefront of the big data movement. While it’s true that claims data has been used for various purposes, including epidemiological research and predictive modeling, it doesn’t have the richness […]
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Changing reimbursement models requires changes to physician compensation models – the value of unblinded performance metrics

In my final blog related to changing reimbursement models requiring changes to physician compensation models, I want to identify the value of sharing unblinded information once physicians have approved, digested and absorbed the compensation model. Many of the organizations I have talked to find unblinded incentives to be a very powerful tool. However, you need […]
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