Research-to-operations translation
Connect aims, methods, clinical workflows, community context, data sources, staffing, and implementation responsibilities.
Informatics for research that must operate in practice
Design research and grant infrastructure that can actually function.
Strong research questions can still fail when recruitment, workflows, data sources, governance, measurement, implementation context, or feedback mechanisms are not operationally aligned. J Butler MD Consulting helps investigators and community partners turn a proposed informatics or learning-health-system concept into a defensible and workable program.
The challenge
Research and grant teams frequently define aims before fully resolving who will collect the data, how systems will connect, what governance applies, how participants or clinicians will engage, how quality will be monitored, or how findings will return to the organizations and communities doing the work.
What the engagement provides
Data and learning-system architecture
Design governed data flows, dictionaries, quality controls, analytic feedback loops, dashboards, and continuous-improvement routines.
Grant informatics leadership
Develop or strengthen informatics sections, implementation plans, data-management and sharing approaches, budgets, timelines, deliverables, and partner responsibilities.
Feasibility and review
Apply an implementation-focused lens to research rigor, workflow fit, infrastructure, recruitment, measurement, governance, and sustainability.
Representative deliverables
- Informatics and data-infrastructure narrative
- Learning health system operating model
- Data-flow and system-context diagrams
- Data dictionary and quality-management plan
- Data Management and Sharing Plan support
- Governance, stewardship, and access framework
- Recruitment and implementation workflow
- Evaluation and continuous-improvement plan
- Timeline, work breakdown, staffing, and budget inputs
- Dashboard and return-of-findings roadmap
- Investigator or partner decision brief
Best fit
- NIH, HRSA, foundation, and other grant-funded teams
- Learning health system initiatives
- Implementation science and mixed-methods studies
- Community-engaged and rural research
- Tribal-governed research infrastructure
- Programs combining clinical, community, geospatial, survey, and public-health data
- Teams needing an informatics lead or critical reviewer
Engagement formats
- Grant Informatics Lead
- Co-investigator or technical lead where formally appropriate
- Pre-submission architecture and feasibility review
- Data-management and governance workstream
- Implementation and continuous-learning advisory
- Scientific or technical review session
Scope boundary
This service complements—but does not replace—the responsibilities of the designated principal investigator, institutional research office, statistician, privacy officer, IRB, Tribal authority, or legal counsel.