| Helpful to achieving the objective | Hamper achieving the objective | |
|---|---|---|
| Internal origin (attributes of the system) |
Strengths 1. Strong technical background in software engineering and AI. 2. Experience with research and academic writing from previous modules. 3. High motivation and clear goals (publishing a paper; pursuing a PhD). 4. Ability to learn quickly. 5. Supportive academic and peer environment. |
Weaknesses / Areas for further development 1. Time constraints due to balancing multiple responsibilities (work, family, study). 2. Occasional self-doubt or imposter syndrome during research. 3. Limited prior experience publishing academic papers. 4. Need to further develop confidence in academic presentation delivery. |
| External origin (attributes of the environment) |
Opportunities 1. Access to quality academic resources and tutor feedback. 2. Growing interest and funding opportunities in responsible AI and healthcare. 3. Potential for international research collaboration, especially PhD opportunities. 4. Platforms for publishing student research (conferences, journals). 5. Flexible online learning environment. |
Threats 1. Competitive academic publishing landscape. 2. Uncertainty around future research funding or PhD admission. 3. Risk of burnout if workload becomes unsustainable. 4. Limited availability of local datasets for Nigeria-specific healthcare AI research. 5. Reductions in global health or development aid (e.g., USAID) may impact international research funding and collaboration, especially for healthcare AI in low-resource settings. |