In one community-college lab class, six scorers rating six teams with an engineering rubric differed by a mean of 1.2 of 9 points, which the authors read as a sign the rubric may not be reliable¶
Claim · All claims
Evidence · 1 study · designr2·q2
Currency · newest study 2010 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · not reviewed by a person · overdue for a recheck since 2013: tool and model accuracy changes quickly
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? Scoring six teams with the engineering rubric gave a mean class score of 6.2 of 9 points and a mean class standard deviation of 1.2 points, leading the authors to conclude the rubric may not have been reliable. → Morzinski 2010
Evidence¶
Morzinski 2010¶
Morzinski, K., Azucena, O., Downs, C., Favaloro, T., Park, J., & U, V. (2010). Circuit Design: An inquiry lab activity at Maui Community College. ASP Conference Series. https://arxiv.org/abs/1009.3296 doi:10.48550/arxiv.1009.3296
q2 · i? · design · r2
Analysis of summative assessment scores in which six scorers rated six teams using the rubric (Table 7); the article prints the mean class score of 6.2 points and the mean class standard deviation of 1.2 points, "or 13% out of 9 points." No effect size is reported.
"The mean class standard deviation was 1.2 points, or 13% out of 9 points. This is more than one point uncertainty, implying that the rubric may not have been a reliable test and can be improved."
Discussion¶
The one entry is a single class at Maui Community College: six scorers, six teams, one inquiry lab. No reliability coefficient (such as an ICC or kappa) is reported; the figure is a mean standard deviation across scorers, and "may not have been a reliable test" is the authors' own reading of it. Whether the rubric, the scorers' training or the small number of teams is responsible cannot be told from this, and nothing here generalises to engineering rubrics as such.
Related Claims¶
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Rubrics with parallel sentence structure, unambiguous wording and well-specified dimensions have lower grading variance, and revising rubrics decreased median grading error from 12.4% to 9.9% — the general claim this finding bears on, with the studies behind it
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Raters differed significantly in severity/leniency in the MFRM analysis — the general claim this finding bears on, with the studies behind it
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Performance assessments can be reliably scored when designed appropriately and used with other measures — the general claim this finding bears on, with the studies behind it
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Criterion-referenced tests require empirically-based construct validation studies — the general claim this finding bears on, with the studies behind it
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- Human inter-rater agreement for FRISCO essay scoring was reliable, with mean kappa 0.78–0.84 and percentage of agreement above 75% in all six dimensions — related
- Making trustworthiness metrics and visualizations explicit increased inter-rater reliability among learning engineers evaluating LLM responses — related
- In one reviewed study, GPT-4 automated essay scoring showed score inflation, with AI–human rating discrepancies exceeding 1.5 standard deviations in 38% of graduate-level bibliographies — related
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Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
engineering-rubric-low-scoring-reliability |
title |
In one community-college lab class, six scorers rating six teams with an engineering rubric differed by a mean of 1.2 of 9 points, which the authors read as a sign the rubric may not be reliable |
description |
In one community-college lab class, six scorers rating six teams with an engineering rubric differed by a mean of 1.2 of 9 points, which the authors read as a sign the rubric may not be reliable |
status |
review |
evidence_strength |
weak |
newest_evidence |
2010 |
source_checked |
2026-10-20 |
recheck_by |
2013 |
generated |
by process:wiki-ingest on 2026-09-26 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — morzinski-2010 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.