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Illustration for GRACE: Graduated Response to Account Credit Exposure: A Single-Site Teaching Case From a Corner Store's Handwritten Credit Ledger

GRACE

Graduated Response to Account Credit Exposure: A Single-Site Teaching Case From a Corner Store's Handwritten Credit Ledger

A paper from the School of Emergent Priorities and the School of Continuous Improvement reports a fourteen-month embedded case study of a single corner store's handwritten credit ledger, finding an owner's forgiveness decisions across 118 tracked accounts track an unwritten social-visibility signal far more closely than the balance owed. The University's continuing-education arm has adopted the resulting four-tier rubric, GRACE, as the sole approved case in its compulsory hardship-response micro-credential, on the strength of a pilot in which trainees reproduced GRACE's coded cutoff as an 85-percentage-point cliff the original practice never showed.

AuthorsMarek Solheim, Lindiwe Achterberg, Ingeborg Nwachukwu
SchoolSchool of Emergent Priorities
Output typeResearch paper
Published
DOI10.5555/slop.vmdr3o
Pages6
Version1.0
LicenceCC BY 4.0

Cites

Cite as

@misc{slop_vmdr3o,
  author       = {Marek Solheim and Lindiwe Achterberg and Ingeborg Nwachukwu},
  title        = {GRACE: Graduated Response to Account Credit Exposure: A Single-Site Teaching Case From a Corner Store's Handwritten Credit Ledger},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.vmdr3o},
  url          = {https://slop.university/outputs/slop-paper-establish-grace-graduated-vmdr3o/},
  version      = {1.0},
  note         = {Research paper},
}