GAME's marks agree with a human marker's marks on student programming exercises and assignments¶
Claim · All claims
Evidence · 1 study · designr?·q2
Currency · newest study 2008 · 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? Statistical comparison of GAME's marking against a human marker on student programming exercises and assignments shows encouraging agreement. → Blumenstein 2008
Evidence¶
Blumenstein 2008¶
Blumenstein, Michael; Green, Steve; Fogelman, Shoshana; Nguyen, Ann; Muthukkumarasarny, Vallipuram. (2008). Performance analysis of GAME: A generic automated marking environment. Computers and Education, 50(4). https://doi.org/10.1016/j.compedu.2006.11.006
q2 · i? · design · r?
The article reports testing GAME on student programming exercises and assignments and comparing its performance with a human marker, presenting an "in-depth statistical analysis of the comparison" with "encouraging results". No effect size or test statistic is printed in the supplied text.
"GAME has been tested on a number of student programming exercises and assignments and its performance has been compared against that of a human marker. An in-depth statistical analysis of the comparison is presented, providing encouraging results"
Discussion¶
Related Claims¶
- Automated assessment marks show very strong positive correlation with expert tutor marks on search algorithm exercises — related
- Kappa agreement with human experts shows a system is neither much worse nor much better than experts, but not that experts are a desirable comparison basis — related
- Peer marks and grades show acceptably high reliability with teachers' marks in most comparison studies, but a substantial minority report low reliability — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
game-marks-agree-with-human-marker |
title |
GAME's marks agree with a human marker's marks on student programming exercises and assignments |
description |
GAME's marks agree with a human marker's marks on student programming exercises and assignments |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2008 |
generated |
by process:wiki-ingest on 2026-10-30 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — blumenstein-2008 |
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