Table 3 Facilitators for CPath use in clinical practice mentioned in ≥2 interviews (n = 72).
Innovation factors | No of interviews (n = 16) | Individual health professional factors | No of interviews (n = 16) | Professional interactions | No of interviews (n = 16) |
|---|---|---|---|---|---|
Accessibility intervention | Agreement with recommendation | Communication & influence | |||
• Availability of stand-alone CPath | 2 | • Positive attitude | 14 | • Encouragement by clinicians | 7 |
• Availability open source CPath applications | 3 | • Outcome control of CPath remains necessary | 6 | • Encouragement by pathologist colleagues | 2 |
Compatibility | Awareness and familiarity | Team processes | |||
• (Easy) integration of CPath in IT structures | 6 | • CPath use in clinical practice | 2 | • Align CPath use with clinicians | 2 |
• CPath analysis on background | 4 | • Involved in CPath development | 6 | • Clinicians trust pathologists in use/ not use CPath | 4 |
• CPath being able to sort cases on urgency within workflow | 3 | • Gaining basic understanding of CPath | 3 | • Including use of CPath in pathology reporting | 10 |
• First tissue analysis by CPath, next pathologist (supportive application) | 9 | • Having basic understanding of CPath | 11 | ||
• First tissue analysis by pathologist, next CPath • (leading application) | 9 | • Gaining trust in CPath step by step | 8 | ||
Feasibility | Intention and motivation | ||||
• Usefulness depends on speed and user-friendliness CPath | 4 | • Having appointments with suppliers CPath | 2 | ||
• Leading role “standard” work | 6 | • Intention to use CPath for several applicationsb | 11 | ||
• Complex diagnostics | 2 | • CPath use in near future | 4 | ||
Quality of evidence | Skills needed to adhere | ||||
• Including clinical outcomes in CPath development | 2 | • Data integration task when CPath is used | 7 | ||
• Variety of data needed in CPath development | 2 | ||||
• Validation of CPath | 9 | ||||
• Proven reliability CPath | 7 | ||||
• Specific validation with clinical outcomes | 10 | ||||
• Validation non-inferiority studies | 3 | ||||
• Validation per laboratory | 6 | ||||
• Prospective validation studies needed | 5 | ||||
• Retrospective validation studies sufficient | 4 | ||||
• Studies on time savings | 2 | ||||
Source of the recommendation | |||||
• Reliable supplier CPath, including data usage | 5 | ||||
• Validation by supplier | 4 | ||||
• Ongoing development CPath by supplier | 2 | ||||
• No preferences supplier | 4 | ||||
Strength of the recommendation | |||||
• Advantage of time-savings | 12 | ||||
• Decreasing repetitive tasks | 4 | ||||
• Improving workflow efficiency | 5 | ||||
• Improving diagnosis quality/accuracy | 9 | ||||
• Better definition of currently known prognostic factors | 5 | ||||
• Improving standardized diagnostic outcome CPath | 10 | ||||
• Improving detection due to narrowing analysis area | 5 | ||||
• Lowering workload | 2 | ||||
• More comprehensive CPath | 2 | ||||
• Finding new prognostic factors | 7 | ||||
• Improving treatment choices for patients | 2 | ||||
Incentives and resources | No of interviews (n = 16) | Capacity for organizational change | No of interviews (n = 16) | Social, political and legal factors | No of interviews (n = 16) |
|---|---|---|---|---|---|
Availability of necessary resources | Mandate, authority, accountability | Legislation | |||
• Availability of digital workflow | 2 | • Updating CPath centrally | 2 | • FDAc approved CPath | 2 |
• One supplier for entire digital workflow including CPath | 2 | • Central implementation pathology association | 7 | • Global regulation CPath clinical use | 2 |
• Available CPath applications | 3 | • Autonomous decision pathologist CPath use because accountability | 6 | ||
Continuing education system | Monitoring and feedback | ||||
• CPath in pathology resident education | 13 | • Providing feedback to supplier of CPath | 2 | ||
• More explainable pathology due to CPath | 2 | • Central monitoring system | 3 | ||
• Learning pathology analysis before CPath use in resident education | 4 | • Prospective monitoring CPath clinical use | 9 | ||
• Anticipating in labor market because of use of CPath | 3 | ||||
• CPath as part of continuing pathology education | 2 | ||||
Information system | Regulations, rules, policies | ||||
• Automatic fill-in SSRa | 5 | • Policy of pathology association regarding CPath use | 3 | ||
• Connecting CPath with other information systems | 4 | ||||
• Enable to assign CPath to case manually | 2 | ||||
Quality assurance and patient safety systems | |||||
• Upfront quality assurance | 10 | ||||