Opportunities and challenges in Taiwan for implementing the learning health system

Area of Science:

• Healthcare Systems Research
• Translational Science
• Clinical Practice Improvement

Background:

• Low rates of evidence-based medical decisions (4%) and slow knowledge dissemination (17 years) necessitate systemic improvements.
• The learning health system (LHS) concept and its learning health cycle framework were developed to enhance knowledge generation and clinical practice.
• Despite widespread attention, practical adoption of LHS principles has been minimal over the last decade.

Purpose of the Study:

• To systematically review the evolution and applications of the learning health cycle.
• To introduce efforts in promoting learning health systems (LHS) in Taiwan.
• To identify challenges and opportunities for LHS implementation in Taiwan.

Main Methods:

• Systematic summary of the learning health cycle's evolution.
• Review of documented learning health system (LHS) applications.
• Case study introduction of LHS promotion initiatives in Taiwan.

Main Results:

• Taiwan possesses advantages for a nationwide LHS, including a comprehensive electronic medical record system linked to National Health Insurance.
• Significant challenges hinder LHS implementation in Taiwan, including insufficient infrastructure and a lack of immediate motivation within the medical community.
• The medical community's readiness for substantial change remains a critical barrier to adopting LHS.

Conclusions:

• The learning health system (LHS) framework offers a structured approach to improving healthcare, but practical adoption requires overcoming significant hurdles.
• Taiwan's unique healthcare data infrastructure presents an opportunity for LHS, yet systemic readiness and infrastructure development are paramount.
• Future efforts must address the medical community's preparedness and build necessary infrastructure to facilitate successful LHS implementation.