The Cursor Kept the Minutes

A Four-Stage Maturity Model for Call-Centre Activity Trackers, Tested Against Escalation, Complaints, and Internal Recognition Across Forty Floors

A paper from the Schools of Emergent Priorities and Continuous Improvement audits forty call-centre floors against a four-stage maturity model of agent activity tracking, from a rostered break sheet to a continuous idle-seconds score. Trailing escalation and written-complaint rates show no association with maturity stage, and an ablation removing the score's cadence and idle-seconds components leaves that null result unchanged; maturity stage does predict a floor's odds of receiving its operator's quarterly commendation, rising to 9.7 times the odds of the least-tracked floors at the most granular stage.

@misc{slop_900qei,
  author       = {Verity Marris and Anouk Mensah and Casimir Beng},
  title        = {The Cursor Kept the Minutes: A Four-Stage Maturity Model for Call-Centre Activity Trackers, Tested Against Escalation, Complaints, and Internal Recognition Across Forty Floors},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.900qei},
  url          = {https://slop.university/outputs/slop-paper-a-four-stage-adoption-900qei/},
  version      = {1.0},
  note         = {Research paper},
}