Developmental-Critical Model for AI-Mediated SSH Pedagogy with Six Checkpoints¶
Design · All designs
Evidence · 4 claims (4 for) · 1 study (1 qualitative),q2· 0 of 1 report an effect size · 4 claims rest on one study
Description¶
A three-stage pedagogical framework guiding learners from AI-dependent toward AI-critical interpretation, grounded in cognitive-developmental theory, hermeneutics, and critical pedagogy. It is "operationalized through six pedagogical checkpoints that scaffold interpretive autonomy": interpretive grounding prior to AI use, contextual anchoring of AI outputs, critical examination of algorithmic structures, hybrid authorship transparency, reflexive epistemic positioning, and dialogic engagement under human control. Each checkpoint addresses an observed risk including interpretive shortcutting, epistemic outsourcing, and loss of authorial voice, and is derived from the observed interactional patterns.
Design Implications¶
Context¶
Requirements¶
- Learners engage directly with primary materials before using AI tools (interpretive grounding)
- Pedagogical mediation that keeps AI functioning as scaffold rather than substitute for reasoning
Constraints¶
- The article states the model is "a flexible framework whose application may vary across disciplines, learner profiles, and levels of AI integration"
- Based on qualitative, context-specific observations from a single classroom; does not aim for statistical generalization
Target Learners¶
- Lower secondary students (aged 13-15) in SSH education
Learning Goals¶
- Critical AI literacy
- Epistemic responsibility
- Interpretive autonomy
Claims¶
- Three Developmental Trajectories Episode Distribution [+M]
- Externalization Of Interpretive Cognition [+M]
- Hybridization Of Authorship Argumentation [+M]
- Distributed Epistemic Agency Machine Authority [+M]
Related Designs¶
Examples¶
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Key Sources¶
- Voicu, C.-G. (2026). AI-Mediated Learning and the Restructuring of Interpretive Cognition: A Developmental-Critical Model for Social Sciences and Humanities Education. Journal of Digital Pedagogy, 5(1), 37–51. https://doi.org/10.61071/jdp.2665
Page metadata
| Field | Value |
|---|---|
type |
design |
id |
developmental-critical-model-ai-ssh |
title |
Developmental-Critical Model for AI-Mediated SSH Pedagogy with Six Checkpoints |
description |
A three-stage pedagogical framework guiding learners from AI-dependent toward AI-critical interpretation, grounded in cognitive-developmental theory, hermeneutics, and critical pedagogy. |
status |
review |
generated |
by process:settle-candidates on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — voicu-2026 |
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