Pedagogical Models for GenAI-Ready Assessments | Teaching and Learning Centre, Lingnan University

Teaching and
Learning Centre

Pedagogical Models for
GenAI-Ready Assessments

Key Pedagogical Models

Model
Focus
Application in CCC8013 GenAI-Ready Assessments (Hong Kong Context)
FocusApplying knowledge to real-world contexts.
Application in CCC8013 GenAI-Ready Assessments (Hong Kong Context)Critique an AI‑generated report on Hong Kong air quality and propose locally relevant solutions.
FocusAnalysing real-world case studies.
Application in CCC8013 GenAI-Ready Assessments (Hong Kong Context)Evaluate an AI‑generated case on diabetes in Hong Kong and propose evidence‑based interventions.
FocusJoint knowledge construction through group work.
Application in CCC8013 GenAI-Ready Assessments (Hong Kong Context)Use GenAI to draft a policy brief on recycling in Hong Kong, followed by group‑based critique.
FocusLearning through reflection on experiences.
Application in CCC8013 GenAI-Ready Assessments (Hong Kong Context)Reflect on GenAI‑simulated interviews with Hong Kong scientists and integrate personal insights from local science fairs.
FocusAddressing complex real-world issues.
Application in CCC8013 GenAI-Ready Assessments (Hong Kong Context)Refine AI‑drafted solutions for Hong Kong’s urban heat‑island effect using local climate data.

References:

Newmann, F. M., & Wehlage, G. G. (1993). Five standards of authentic instruction. Educational Leadership, 50(7), 8–12.
Servant-Miklos, V. F. (2019). The Harvard connection: How the case method spawned problem-based learning at McMaster University. Health Professions Education, 5(3), 163-171. https://doi.org/10.1016/j.hpe.2018.07.004
Bruffee, K. A. (1993). Collaborative learning: Higher education, interdependence, and the authority of knowledge. Johns Hopkins University Press
Kolb, D. A. (1984). Experiential Learning: Experience as the Source of Learning and Development. Prentice-Hall.
Dewey, J. (1938). Experience and Education. Macmillan.
Topping, K. J., & Ehly, S. W. (Eds.). (1998). Peer-assisted learning. L. Erlbaum Associates.
Savery, J. R. (2006). Overview of Problem-based Learning: Definitions and Distinctions. The Interdisciplinary Journal of Problem-Based Learning, 1(1), 9. https://doi.org/10.7771/1541-5015.1002
Barrows, H. S., & Tamblyn, R. M. (1980). Problem-based learning: An approach to medical education. Springer Publishing Company.
Lingnan University. Handbook on Internal Validation and Approval of New Courses and Programmes.
(n.d.). Retrieved from https://webapp.ln.edu.hk/sys/depository/serve-file.php?subj_code=CCC&subj_num=8013&term=202601&filetype=C