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Jordan Chatbot: a unit-specific GPT-4o pedagogical support agent grounded in constructivist and socio-cultural learning theory

Design · All designs
Evidence · 2 claims (2 for) · 1 study (1 associational), q3 · 0 of 1 report an effect size · 2 claims rest on one study

Description

The Jordan Chatbot is a human-centred, pedagogical support agent built on the GPT-4o large language model and deployed as a unit-specific conversational agent within the LMS. The article states it "integrates three core components: (1) system instructions defining the chatbot's identity, personality, inclusions, and exclusions; (2) a curated knowledge base containing disciplinary and institutional materials; and (3) an embedded interface within the LMS". Its design draws on situated learning theory and Vygotsky's zone of proximal development, positioning the chatbot as a mediating tool that extends but does not replace teacher guidance, and supports self-regulated learning through immediate personalised feedback.

Design Implications

Context

Requirements

  • A curated knowledge base of unit learning materials and institutional resources to ground responses and reduce inaccurate outputs
  • System prompts defining the pedagogical role, behavioural boundaries and response limitations, including restrictions on answering assessment-related questions
  • Deployment within the LMS by developers rather than academic staff to ensure consistency and standards

Constraints

  • Configured not to answer assessment-related questions
  • Selected over general-purpose chatbots to comply with institutional privacy and governance requirements

Target Learners

  • Undergraduate business and law students at a regional Australian university

Learning Goals

  • Navigating unit content, assessment requirements and institutional resources
  • Clarifying difficult disciplinary concepts and supporting self-directed study

Claims

Examples

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Key Sources

  • Stephen Colbran, Meena Jha and Caitlin Schiavone. (2026). Understanding student perspectives on generative AI chatbots: a human-centred mixed-methods study in higher education. International Journal of Educational Technology in Higher Education. https://doi.org/10.1186/s41239-026-00605-w
Page metadata
Field Value
type design
id jordan-chatbot-unit-specific-gpt4o-agent
title Jordan Chatbot: a unit-specific GPT-4o pedagogical support agent grounded in constructivist and socio-cultural learning theory
description The Jordan Chatbot is a human-centred, pedagogical support agent built on the GPT-4o large language model and deployed as a unit-specific conversational agent within the LMS.
status review
generated by process:settle-candidates on 2026-10-10
trust unverified — no one has confirmed this page's content
sources 1 — stephen-colbran-2026

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