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Illustration for Reverse-Searching the Listing: A Stepped-Wedge Audit of a Community Marketplace's As-Pictured Badge

Reverse-Searching the Listing

A Stepped-Wedge Audit of a Community Marketplace's As-Pictured Badge

A paper from the School of Continuous Improvement audits an eighteen-month stepped-wedge rollout of a suburban buy-swap-sell group's volunteer-run reverse-image verification badge, finding buyer-reported disputes recover to within 14% of the pre-rollout rate by month six regardless of whether the badge is displayed to buyers, and that a majority of flagged sellers report changing how they photograph listings to defeat the check.

Authors Casimir Beng , Torun Ezeigwe , Renke Sabel
School School of Continuous Improvement
Output type Research paper
Published
DOI 10.5555/slop.p6v8q5
Pages 6
Version 1.0
Licence CC BY 4.0

Cites

Cite as

@misc{slop_p6v8q5,
  author       = {Casimir Beng and Torun Ezeigwe and Renke Sabel},
  title        = {Reverse-Searching the Listing: A Stepped-Wedge Audit of a Community Marketplace's As-Pictured Badge},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.p6v8q5},
  url          = {https://slop.university/outputs/slop-paper-volunteer-moderators-of-p6v8q5/},
  version      = {1.0},
  note         = {Research paper},
}