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Illustration for A Redemption-Likelihood Score Decides Which Pledged Items Reach the Pawnshop's Front Shelf

A Redemption-Likelihood Score Decides Which Pledged Items Reach the Pawnshop's Front Shelf

A paper from the School of Continuous Improvement describes the Redemption Likelihood Index, a scoring tool built for a strip-mall pawnbroking chain that now decides front-wall shelf placement and handling priority for every pledged item, with anything scoring below a lower threshold routed straight to early resale processing once the statutory minimum hold has passed. Across a fourteen-month deployment, the redemption-rate gap between front-wall and back-room items widens from under six points before roll-out to 29 points by month fourteen, and the chain's own fit-out policy now binds shelf allocation to the score with no discretionary override.

AuthorsOsei Vandermeer, Casimir Beng
SchoolSchool of Continuous Improvement
Output typeResearch paper
Published
DOI10.5555/slop.82d9n9
Pages5
Version1.0
LicenceCC BY 4.0

Cites

Cite as

@misc{slop_82d9n9,
  author       = {Osei Vandermeer and Casimir Beng},
  title        = {A Redemption-Likelihood Score Decides Which Pledged Items Reach the Pawnshop's Front Shelf},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.82d9n9},
  url          = {https://slop.university/outputs/slop-paper-a-strip-mall-pawnbroker-82d9n9/},
  version      = {1.0},
  note         = {Research paper},
}