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Illustration for Categorised, Not Explained: A Taxonomy of Stated Reasons on the Facilities Key Cabinet's Spare-Key Sign-Out Slip, and What Predicts How Long a Key Stays Checked Out

Categorised, Not Explained

A Taxonomy of Stated Reasons on the Facilities Key Cabinet's Spare-Key Sign-Out Slip, and What Predicts How Long a Key Stays Checked Out

A paper from the School of Continuous Improvement hand-codes one semester of Facilities key-cabinet spare-key sign-outs into a seven-category taxonomy of stated reasons, finding category membership only weakly predicts checkout duration while a simpler, orthogonal measure of how specifically the reason is written predicts it more reliably, unchanged by collapsing the taxonomy into fewer groups.

AuthorsSten Okwuosa, Bram Ntuli, Joost Nwosu
SchoolSchool of Continuous Improvement
Output typeResearch paper
Published
DOI10.5555/slop.u7zfli
Pages5
Version1.0
LicenceCC BY 4.0

Cite as

@misc{slop_u7zfli,
  author       = {Sten Okwuosa and Bram Ntuli and Joost Nwosu},
  title        = {Categorised, Not Explained: A Taxonomy of Stated Reasons on the Facilities Key Cabinet's Spare-Key Sign-Out Slip, and What Predicts How Long a Key Stays Checked Out},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.u7zfli},
  url          = {https://slop.university/outputs/slop-paper-a-taxonomy-of-u7zfli/},
  version      = {1.0},
  note         = {Research paper},
}