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Related Experiment Video

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A practical model for research with learning health systems: Building and implementing effective complex case

Maureen A Smith1, Peter A Nordby2, Menggang Yu3

  • 1Department of Population Health Sciences, University of Wisconsin - Madison School of Medicine and Public Health, Madison, WI, USA; Department of Family Medicine and Community Health, University of Wisconsin - Madison School of Medicine and Public Health, Madison, WI, USA; Health Innovation Program, University of Wisconsin - Madison School of Medicine and Public Health, Madison, WI, USA.

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Summary

Researchers need practical tools to build learning health systems. The University of Wisconsin Health Innovation Program (HIP) model provides actionable steps for sustainable change, demonstrated by improving patient identification.

Keywords:
Case managementHealth services researchLearning health systems

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Area of Science:

  • Health Services Research
  • Translational Science
  • Healthcare Management

Background:

  • Existing learning health system frameworks lack practical operationalization tools for researchers.
  • There is a need for structured models to translate research into sustainable health system changes.
  • The University of Wisconsin Health Innovation Program (HIP) developed a model to address this gap.

Purpose of the Study:

  • To describe the HIP model for operationalizing learning health systems.
  • To demonstrate the model's application in improving patient identification within a health system.
  • To highlight key factors for successful implementation of learning health systems research.

Main Methods:

  • Described the HIP model, consolidating and enhancing existing learning health system frameworks.
  • Detailed a case study applying the model to improve patient identification for case management.
  • Analyzed the role of culture, infrastructure, and leadership in the implementation process.

Main Results:

  • The HIP model provides specific, actionable steps for creating sustainable change.
  • Application of the model improved patient identification processes within the health system.
  • Culture, infrastructure, and leadership support were critical for project success and sustainability.

Conclusions:

  • The HIP model operationalizes learning health systems, moving them from concept to action.
  • This model supports researchers in implementing sustainable, research-based changes within health systems.
  • Successful implementation requires attention to organizational culture, infrastructure, and leadership.