Claims

An automated agent responding to detected gaming-the-system reduced gaming by half and improved gaming students' learning

Claim · All claims
Evidence · 1 study · review r2 · q2
Currency · newest study 2012 · not yet checked against its sources · not reviewed by a person

Subclaims

Reading the evidence codes

q is the design tier, i the impact, n the sample, and the kind with its r the rigour judged within that kind: what each code means.

This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.

q2 i? In a USA classroom study, an agent that gave supplementary exercises and displayed displeasure when students gamed reduced gaming by half and improved gaming students' learning relative to control. → Kenneth R. Koedinger 2012

Evidence

Kenneth R. Koedinger 2012

Kenneth R. Koedinger, Emma Brunskill, Ryan S.J.d. Baker, Elizabeth A. McLaughlin, and John Stamper. (2012). New Potentials for Data-Driven Intelligent Tutoring System Development and Optimization. http://learnlab.org/datashop

q2 · i? · review · r2

Classroom study of an automated intervention built on a gaming-the-system detector (Baker et al. 2006, as reported in this article). The article reports the agent "reduced gaming by half and improved gaming students’ learning relative to the control condition".

"This agent gave students supplementary exercises on material bypassed through gaming, and displayed displeasure when the student games. In a classroom study in the USA, this agent reduced gaming by half and improved gaming students’ learning relative to the control condition"

Discussion

Page metadata
Field Value
type claim
id gaming-agent-reduced-gaming-improved-learning
title An automated agent responding to detected gaming-the-system reduced gaming by half and improved gaming students' learning
description An automated agent responding to detected gaming-the-system reduced gaming by half and improved gaming students' learning
status review
evidence_strength moderate
newest_evidence 2012
generated by process:wiki-ingest on 2026-10-16
trust unverified — no one has confirmed this page's content
sources 1 — kenneth-r-koedinger-2012

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