#project/supportiveassessment Deep Research Prompt: Self-Assessment in Competency-Based Education & Workplace-Based Assessment Objective: Conduct a deep dive into the literature on self-assessment in competency-based education (CBE), particularly in nursing, healthcare education, and workplace-based assessment (WBA). Identify compelling research, trends, and gaps with a focus on lessons from Canada’s transition to competency-based medical training, different assessment frameworks, and cross-industry insights from education and beyond. ⸻ Key Areas to Explore: 1️⃣ Effectiveness & Validity of Self-Assessment: • How accurate and reliable is self-assessment in CBE and WBA? • How do learners’ self-assessments compare with external evaluations (faculty, peers, objective measures)? • What cognitive biases (e.g., Dunning-Kruger effect, imposter syndrome) influence self-assessment accuracy? • What interventions improve calibration between self-assessment and actual competence? 2️⃣ Trends in Self-Assessment within Competency-Based Education (CBE): • How has the role of self-assessment evolved in nursing and medical education? • What are the most common frameworks (e.g., reflective practice, structured self-assessment tools, peer-assisted self-assessment)? • How do digital tools, AI-based platforms, and learning analytics influence self-assessment in CBE? 3️⃣ Lessons from Canada’s Move to Competency-Based Medical Education (CBME): • What can nursing education learn from Canada’s transition to CBME (e.g., Jason Frank’s work on Competence by Design, Royal College of Physicians and Surgeons of Canada initiatives)? • How have Entrustable Professional Activities (EPAs), milestones, and longitudinal competency tracking changed medical training? • What successes and challenges have emerged, and how do they compare to nursing’s approach? 4️⃣ Workplace-Based Assessment (WBA) & Self-Assessment: • How does self-assessment fit into WBA frameworks? • What are the best practices for integrating self-assessment into WBA tools (e.g., direct observation, multisource feedback, Mini-CEX, DOPS, OSCEs, Entrustable Professional Activities)? • How do clinical supervisors and mentors perceive self-assessment in WBA settings? • What role does longitudinal self-reflection play in WBA? 5️⃣ Burden of Self-Assessment on Learners: • What challenges do students and professionals face in frequent self-assessment? • How does self-assessment impact cognitive load, motivation, and emotional well-being? • Are there alternative or hybrid models that reduce burden while maintaining effectiveness? 6️⃣ Narratives vs. Numerical Scales in Self-Assessment: • What are the pluses and minuses of different assessment frameworks (e.g., narrative feedback vs. numerical rating scales)? • How does narrative self-assessment compare to structured rubrics in terms of learner engagement, reflection depth, and feedback quality? • How do holistic assessments affect competence tracking in CBE and WBA? 7️⃣ Lessons from Other Industries (Education, Business, Psychology, Military): • How do other fields (e.g., K-12 education, corporate learning, aviation, military training) approach self-assessment and competency tracking? • What assessment models from these industries might be applicable to healthcare education? • How have learning sciences and cognitive psychology informed self-assessment best practices? • What lessons can nursing education draw from other sectors’ experiences with competency-based evaluation? 8️⃣ Gaps in the Literature & Future Directions: • What key unanswered questions remain about self-assessment in CBE and WBA? • Are there discrepancies in how different disciplines (medicine, nursing, engineering, business, military) implement and perceive self-assessment? • What are the most promising future research areas or emerging methodologies to improve self-assessment accuracy and usability? ⸻ Preferred Sources: • Peer-reviewed journals (Medical Education, Nursing Education Perspectives, Journal of Workplace Learning, Academic Medicine) • Systematic reviews & meta-analyses • Reports from competency-based education organizations (AACN, ACGME, Royal College of Physicians & Surgeons of Canada, WHO) • Studies comparing self-assessment with external workplace assessments • Research on self-assessment tools in WBA (e.g., Mini-CEX, DOPS, OSCEs, multisource feedback, EPAs) • Articles by Jason Frank and others leading CBME research ⸻ Deliverables: • Summary of Key Findings – major research themes and trends • Analysis of Research Gaps – areas needing further study • Comparative Framework Analysis – strengths and weaknesses of different models • Implications for Nursing Education & WBA – recommendations for optimizing self-assessment