Related Experiment Video
Updated: Aug 4, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
How alignment between health systems and their embedded research units contributes to system learning
Michael I Harrison1, Amanda E Borsky2
1Center for Evidence and Practice Improvement, Agency for Healthcare Research and Quality, 5600 Fisher's Lane, Rockville, MD, 20850, USA.
Embedded researchers in learning health systems (LHS) face challenges but can improve care when well-organized and funded. Effective collaboration with clinicians and leaders is key for system-wide learning and advancing healthcare delivery.
Area of Science:
- Healthcare Management
- Health Services Research
- Translational Science
Background:
- Growing interest in embedded research within healthcare delivery systems.
- Learning Health Systems (LHS) aim to integrate research into routine care.
- Understanding the organization of LHS research units is crucial for their effectiveness.
Purpose of the Study:
- To examine the organizational structures of LHS research units.
- To identify conditions influencing LHS contributions to system improvement and learning.
- To compare successful and challenging LHS projects and units.
Main Methods:
- Conducted 12 key-informant and 44 semi-structured interviews across six healthcare delivery systems.
- Employed rapid qualitative analysis to identify themes.
- Compared different types of research units and projects within and across systems.
Main Results:
- LHS units function both independently and as subunits within larger research centers.
- Contributions to system improvement are influenced by alignment of factors within units, the system, and between units and the system.
- Key factors include internal funding, researcher alignment with operational needs, supportive subcultures, external funding alignment, and executive leadership.
Conclusions:
- Embedded researchers encounter significant challenges in contributing to system improvement and learning.
- Effective leadership, organization, and internal funding are critical for LHS success.
- Collaboration between researchers, clinicians, and leaders advances care delivery towards the learning health system ideal.
More Related Videos
Related Concept Videos
Integrated Healthcare System
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Methods Of Healthcare Delivery System
Managed Care System:
The managed care system is designed to control the cost while maintaining the quality of care. The patient's care from admission to discharge is planned by the primary care provider or the case manager, also known as the gatekeeper. In a managed care system, the number of care providers is...
Introduction To Health Care Delivery System
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:

