Table 4.
Inductive extraction of concepts and themes.
| Theme | Facilitators | Barriers | Concept |
|---|---|---|---|
| Evaluation and testing | 8 | 3 | - |
| Background | 5 | 2 | Experiences and prior knowledge, Prior evidence, Healthcare demand |
| Management and engagement | 27 | - | External collaboration, Planning, Feedback incorporation, Communication, Involvement, Motivation, Leadership, Education of workforce, Patient needs, Champions |
| Data quality and management | 1 | 6 | Data availability, Data quality |
| Trust and transparency | 1 | 5 | Interpretability, Trust |
| Clinical workflow | 4 | 4 | Integration, Disruptiveness (alert fatigue) |
| Interoperability | 2 | 7 | Model Interoperability, Data interoperability, Generalizability |
| Finance and resources | 1 | 3 | Available Resources, Cost |
| Technical design | 7 | 4 | Usability, Documentation and presentation of results, Adaptability, Innovation, Complexity, Trialability |
| AI policy and regulation | 1 | 2 | Organizational policy and culture, Regulation and law |
| Totals | 57 | 36 |