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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Transforming user needs into functional requirements for an antibiotic clinical decision support system: explicating
1Columbia University, Biomedical Informatics, New York , New York, United States.
This study outlines a 5-step method for transforming qualitative focus group data into functional requirements for informatics solutions. This approach was successfully applied to develop an antibiotic clinical decision support system, addressing unmet prescribing needs.
Area of Science:
- Health Informatics
- Human-Computer Interaction
- Qualitative Research Methods
Background:
- Content analysis is frequently used in informatics for generating functional requirements.
- A clear explication of translating qualitative data to functional requirements enhances scientific rigor.
- User-centered approaches are crucial for developing effective informatics solutions.
Purpose of the Study:
- To describe a user-centered method for transforming focus group themes into functional requirements for informatics solutions.
- To illustrate this method's application in developing an antibiotic clinical decision support system (CDS).
Main Methods:
- A five-step approach was employed, starting with identifying information needs through focus groups.
- A coding framework was developed to refine the scope to antibiotic therapeutic planning.
- Functional requirements and informatics solutions were derived from coded qualitative data.
Main Results:
- Focus Group Study-I identified unmet therapeutic planning needs, indicating a need for an antibiotic CDS.
- Focus Group Study-II generated three informatics solutions and 13 functional requirements for the antibiotic CDS.
- Required data elements for the CDS were identified based on patient, institution, and domain themes.
Conclusions:
- The study demonstrates a replicable 5-step content analysis process for deriving functional requirements from qualitative data.
- This method was successfully applied to develop an antibiotic CDS, addressing critical prescribing needs.
- The described techniques can be adapted for developing informatics interventions in other domains.
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