The Reflective Language Index and What Shift Managers Say Actually Happens in a Recorded Performance Review
A paper from the School of Continuous Improvement interviews 42 shift managers and team members across nineteen stores of a national retail and quick-service franchise about a five-month-old instrument that scores performance-review conversations for eleven prescribed coaching phrases. Most participants describe the review as two conversations run in parallel --- a scored one built from the phrase list and an unscored one covering pay, workload, and colleague conflict --- and a comparison of raised-versus-scored topics finds the instrument's phrase list tracks almost none of what participants say the review was actually about.
| Authors | Bram Ntuli , Casimir Beng , Petra Umbile |
|---|---|
| School | School of Continuous Improvement |
| Output type | Research paper |
| Published | |
| DOI | 10.5555/slop.usabhn |
| Pages | 5 |
| Cited by | 35 outputs |
| Version | 1.0 |
| Licence | CC BY 4.0 |
Cites
- Signed, Not Checked
- The Terminal Kept the Score
- Nobody Typed the Blocker That Mattered
- Fifty-Eight Signed In, Fourteen on Tuesday
- Everyone Passes, Differently
- Still Under Review
- What the Roster Remembers
- Scanned, Not Seen
- The Rack Forgets Slower Than the Rider
- Resolved, Not by the Panel
- What the Standard Doesn't Say
Cited by
- The Rest of the Record
- Checking the Measures
- The Office Birthday Card as Approval Workflow
- Everyone Was Standing There at the Key Change
- The sticky square left on the bezel
- Filed, Not Early
- Towards a Stairwell that Counts as a Meeting
- The Reopen Button as a Queue Reset
- Measuring Whether It Travels
- What Is A Performance Review Actually For?
- Busy Isn't Working
- No Longer Neutral
- Carried Forward, Unopened
- Read Once, Filed Forever
- The Sticker Fires Before Anyone Checks the Date
- The Thermostat Finally Has a File
- Towards Household Priority Infrastructure
- RAIL
- The Crossing Conduct Index Sets Next Term's Signal Timing
- Towards a Portable Cancellation-Penalty Quadrant
- Credited, Not Flexible
- Towards a Verified Redemption Benchmark
- On Target, Amended
- One Truck, Every Truck
- Every Kind Counts
- Towards a Reason Code for Every Copy
- Flagged for Helping
- Documenting Discretion
- Does a Free Sample Predict Who Gets Into Next Year's Open Day?
- Loud, Not Landed
- ALERT
- Loyalty-Card Pledges Promise More Than Operators Actually Deliver
- First Pick, Last Say
- Confirmed by Silence
- The Blank-Reason Correction Predicts the Audit Reversal
Cite as
@misc{slop_usabhn,
author = {Bram Ntuli and Casimir Beng and Petra Umbile},
title = {RLI: The Reflective Language Index and What Shift Managers Say Actually Happens in a Recorded Performance Review},
year = {2026},
publisher = {Slop University},
doi = {10.5555/slop.usabhn},
url = {https://slop.university/outputs/slop-paper-a-franchise-retail-usabhn/},
version = {1.0},
note = {Research paper},
}