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Hospitalist Groups Extract New Solutions Via Data Mining

The Hospitalist. 2013 October;2013(10):

Better integration of computerized physician order entry with data-mining ports, Dr. Godamunne predicts, will allow for much better attribution and finer parsing of the data. As the transparency increases, though, hospitalists will have to adapt to a new reality in which stronger analytical tools may point out individual outliers. And that level of detail, in turn, will require some hospitalists to justify why they’re different than their peers.

Even so, Roscoe says, he’s found that hospitalists are very open to using data to improve performance and that they make up a high percentage of CRIMSON users. “There isn’t a physician group that is in a better position to help drive this quality- and data-driven culture,” he says.


Bryn Nelson is a freelance medical writer in Seattle.

Physician Performance Aids

Company: The Advisory Board Company

Sample product: CRIMSON Continuum of Care

Claim: “Places credible, severity-adjusted performance profiles directly in the hands of physicians, enabling the hospital-physician collaboration needed to advance quality goals and secure cost savings.”

Number of users: More than 850 hospitals

Real-time data? No, but available as add-on service

To learn more: www.advisory.com/Technology/Crimson-Continuum-of-Care

Company: Panacea Developments

Sample product: Iodine

Claim: “An easy-to-use mobile system that analyzes a hospital’s sea of data for knowledge that physicians, case managers, and documentation specialists can act upon to improve length-of-stay, readmissions, and documentation.”

Number of users: More than 50 hospitals

Real-time data? Yes

To learn more: www.panaceadevelopments.com/iodine

Company: Truven Health

Sample product: CareDiscovery

Claim: “Provides powerful insights into a hospital’s or health system’s quality measures and resource utilization to support improvement with objective, fact-based information.”

Real-time data? No

Number of users: More than 3,000 users in 400 hospitals

To learn more: https://truvenhealth.com/products/carediscovery

Company: Ingenious Med

Sample product: Imagine

Claim: “A comprehensive analytics dashboard platform that provides actionable decision making data to optimize physician performance and revenue.”

Real-time data? Yes

Number of users: 25,000 total users (not separated by individual products)

To learn more: https://ingeniousmed.com/what-we-do/imagine

Reference

  1. Yoo I, Alafaireet P, Marinov M, et al. Data mining in healthcare and biomedicine: a survey of the literature. J Med Syst. 2012;36:2431-2448.