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A framework for value-creating learning health systems.

Matthew Menear1,2, Marc-André Blanchette3, Olivier Demers-Payette4

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This summary is machine-generated.

A new framework guides the implementation of learning health systems (LHSs) to improve healthcare value. This model outlines core values, infrastructure, processes, and outcomes for better health system performance.

Keywords:
CanadaFrameworkHealth system performanceLearning health systemsQuality improvementValue-based care

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Area of Science:

  • Health Services Research
  • Healthcare Management
  • Health Systems Science

Background:

  • Growing global interest in value-based healthcare (better care at lower cost).
  • Learning Health Systems (LHSs) proposed as a strategy to enhance healthcare value.
  • Uncertainty exists regarding LHS implementation and defining characteristics.

Purpose of the Study:

  • To present a conceptual framework for implementing value-creating LHSs.
  • To clarify the distinctive features and structure of LHSs.

Main Methods:

  • Developed by an interdisciplinary team at INESSS.
  • Informed by a scoping review of scientific and grey literature on LHSs.
  • Incorporated team discussions and expert consultations over 14 months.

Main Results:

  • Framework details four key elements: core values, pillars/accelerators, processes, and outcomes.
  • LHSs emphasize participatory leadership, inclusiveness, rigor, person-centeredness, equity, and solidarity.
  • Value creation is defined as optimizing patient/provider experience, population health, and costs via learning cycles.

Conclusions:

  • The framework connects LHS structures, processes, and outcomes to optimize performance.
  • It provides a model for achieving greater value in healthcare systems.