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Black Box Assessment: rethinking integrity and learning for a time of Generative AI

Overview of attention for article published in Assessment & Evaluation in Higher Education, April 2026
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About this Attention Score

  • In the top 5% of all research outputs scored by Altmetric
  • One of the highest-scoring outputs from this source (#3 of 1,052)
  • High Attention Score compared to outputs of the same age (99th percentile)
  • High Attention Score compared to outputs of the same age and source (92nd percentile)

Mentioned by

news
28 news outlets
blogs
1 blog
bluesky
1 Bluesky user

Readers on

mendeley
35 Mendeley
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Article details
Title
Black Box Assessment: rethinking integrity and learning for a time of Generative AI
Published in
Assessment & Evaluation in Higher Education, April 2026
DOI 10.1080/02602938.2026.2661365
Authors

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Timeline Attention over time Attention Score history
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Activity
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Mendeley demographics

Mendeley demographics

The data shown below were compiled from readership statistics for 35 Mendeley readers of this research output. Click here to see the associated Mendeley record.
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Geographical breakdown

Geographical breakdown
Country Count As %
Unknown 35 100%

Demographic breakdown

Readers by professional status
Readers by professional status Count As %
Unspecified 7 20%
Researcher 4 11%
Lecturer 3 9%
Professor 3 9%
Student > Ph. D. Student 2 6%
Other 6 17%
Unknown 10 29%
Readers by discipline
Readers by discipline Count As %
Unspecified 7 20%
Arts and Humanities 4 11%
Social Sciences 4 11%
Linguistics 3 9%
Medicine and Dentistry 2 6%
Other 5 14%
Unknown 10 29%
Attention Score in Context

Attention Score in Context

This research output has an Altmetric Attention Score of 227. This is our high-level measure of the quality and quantity of online attention that it has received. This Attention Score, as well as the ranking and number of research outputs shown below, was calculated when the research output was last mentioned on 29 September 2026.
All research outputs
#211,901
of 34,433,373 outputs
Outputs from Assessment & Evaluation in Higher Education
#3
of 1,052 outputs
Outputs of similar age
#1,782
of 365,762 outputs
Outputs of similar age from Assessment & Evaluation in Higher Education
#1
of 13 outputs
Altmetric has tracked 34,433,373 research outputs across all sources so far. Compared to these this one has done particularly well and is in the 99th percentile: it's in the top 5% of all research outputs ever tracked by Altmetric.
So far Altmetric has tracked 1,052 research outputs from this source. They typically receive a lot more attention than average, with a mean Attention Score of 13.3. This one has done particularly well, scoring higher than 99% of its peers.
Older research outputs will score higher simply because they've had more time to accumulate mentions. To account for age we can compare this Altmetric Attention Score to the 365,762 tracked outputs that were published within six weeks on either side of this one in any source. This one has done particularly well, scoring higher than 99% of its contemporaries.
We're also able to compare this research output to 13 others from the same source and published within six weeks on either side of this one. This one has done particularly well, scoring higher than 92% of its contemporaries.