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Identifying the capabilities for creating next-generation registries: a guide for data leaders and a case for
Steven E Labkoff1,2, Yuri Quintana2, Leon Rozenblit2,3
1Department of Clinical and Healthcare Informatics, Quantori, Cambridge, MA 02142, United States.
Next-generation registries are emerging to meet demands for high-quality research data. This work outlines the framework and resources needed for their successful development and sustainability.
Area of Science:
- Clinical research informatics
- Data management
Background:
- Increasing demand for curated, high-quality research data.
- Limitations of conventional registry models for complex data needs.
Purpose of the Study:
- Outline technology roles and responsibilities for next-generation registry implementation.
- Propose a framework for registry planning, construction, maintenance, and sustainability.
Main Methods:
- Review of technology roles and responsibilities.
- Development of a planning, construction, maintenance, and sustainability framework.
- Discussion of organizational, computational, and human resource needs.
Main Results:
- A proposed framework for next-generation registries.
- Detailed rubric of essential resource needs (organizational, computational, human).
Conclusions:
- Registry science is an emerging field within clinical research informatics.
- Successful implementation requires a comprehensive approach to planning, resources, and ongoing support.
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