Assessor experience, not rubric type, determines grading reliability in biosciences coursework

Introduction Previous research on whether holistic or analytical scoring rubrics yield higher reliability and validity has been mixed and inconclusive, with little of it based on empirical data. This study addressed this gap by comparing scores from assessors with varying experience levels who used both a holistic and an analytical scale descriptor to grade undergraduate bioscience essays, complemented by a qualitative survey of assessor perceptions. The goal was to determine which method resulted in more consistent inter-rater agreement. Methods For the study, independent assessors (two per essay) scored essays using either holistic ( n = 212) or analytical ( n = 62) scale descriptors, over four consecutive years. Each assessor provided both a holistic and an analytical score for every essay. The agreement between the scores was then calculated. Results The results showed no significant difference in scores awarded holistically versus analytically for the same essay, regardless of the scale descriptor used or the assessor's experience. However, a key finding was that experienced assessors had a higher agreement with the final awarded grade than their less-experienced counterparts. Discussion This suggests that the experience of the assessor, rather than the specific scoring rubric or guidance provided, is the primary factor in determining the reliability of the grade awarded.

Authors

Institutions

Publication Details

Journal
Frontiers in Education
Published
2026-04-22
DOI
https://doi.org/10.3389/feduc.2026.1729644
Primary Topic
Student Assessment and Feedback
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Assessor experience, not rubric type, determines grading reliability in biosciences coursework

Tim Herrick, Janet Chamberlain, Sheila Francis
Frontiers in Education
Student Assessment and Feedback
article

Assessor experience, not rubric type, determines grading reliability in biosciences coursework

Tim Herrick, Janet Chamberlain, Sheila Francis
article en

Abstract

Introduction Previous research on whether holistic or analytical scoring rubrics yield higher reliability and validity has been mixed and inconclusive, with little of it based on empirical data. This study addressed this gap by comparing scores from assessors with varying experience levels who used both a holistic and an analytical scale descriptor to grade undergraduate bioscience essays, complemented by a qualitative survey of assessor perceptions. The goal was to determine which method resulted in more consistent inter-rater agreement. Methods For the study, independent assessors (two per essay) scored essays using either holistic ( n = 212) or analytical ( n = 62) scale descriptors, over four consecutive years. Each assessor provided both a holistic and an analytical score for every essay. The agreement between the scores was then calculated. Results The results showed no significant difference in scores awarded holistically versus analytically for the same essay, regardless of the scale descriptor used or the assessor's experience. However, a key finding was that experienced assessors had a higher agreement with the final awarded grade than their less-experienced counterparts. Discussion This suggests that the experience of the assessor, rather than the specific scoring rubric or guidance provided, is the primary factor in determining the reliability of the grade awarded.

Frontiers in EducationVol. 11
University of Sheffield (GB)
Openalex Percentile: Top 15%
Student Assessment and Feedback
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.