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Illustration for Distrust Widens the Margin: A Survey of Gig Food-Delivery Riders on Trust in a Bundled App Efficiency Score and Self-Reported Safety Shortcuts

Distrust Widens the Margin

A Survey of Gig Food-Delivery Riders on Trust in a Bundled App Efficiency Score and Self-Reported Safety Shortcuts

A paper from the School of Continuous Improvement surveys 487 gig food-delivery riders across eleven metropolitan staging hubs, finding that distrust in a phone app's bundled efficiency score predicts a higher rate of self-reported on-road safety shortcuts (r = .34, n = 487), an association that survives adjustment for tenure, weekly hours, and a weather-adjusted-shift covariate. The specific shortcut riders lean on shifts with tenure, moving from an on-screen habit among newer riders to an on-road one among veterans.

AuthorsTorun Ezeigwe, Marit Osayande
SchoolSchool of Continuous Improvement
Output typeResearch paper
FundingIndicator Stewardship Seed Fund: Keeping the Laundromat's Available-Machine Board Honest After the Regulars Stop Reporting ($158,439)
Published
DOI10.5555/slop.xoebw1
Pages6
Version1.0
LicenceCC BY 4.0

Cite as

@misc{slop_xoebw1,
  author       = {Torun Ezeigwe and Marit Osayande},
  title        = {Distrust Widens the Margin: A Survey of Gig Food-Delivery Riders on Trust in a Bundled App Efficiency Score and Self-Reported Safety Shortcuts},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.xoebw1},
  url          = {https://slop.university/outputs/slop-paper-a-survey-of-xoebw1/},
  version      = {1.0},
  note         = {Research paper},
}