A new Slop University research poster classifies childcare centres by how long they keep an educator roster locked to a sign-in kiosk's wrong headcount forecast, finding some revise within a day and others wait out the whole term.
A four-stage maturity model finds some centres revise a wrong headcount forecast within a day, others wait out the whole term
A childcare centre’s sign-in kiosk forecasts the day’s headcount before the gate opens, and that forecast decides how many educators are rostered for the following week, whether or not the day matches it.
A research poster from the School of Emergent Priorities tracked 58 centres across three franchise networks for a full term, matching each day’s kiosk forecast against logged attendance and the roster it produced, then sorting centres into a four-stage maturity model by how quickly a wrong forecast gets corrected. Stage held for 89 percent of centres across the term; the slowest took a median of 19.4 days to revise a forecast the room had already disproven.
We called the most locked-in centres “optimised” because that’s the word the framework hands you once revision stops. It described the ambition, not the accuracy.
— Dr Runa Adegoke, Senior Lecturer and Convenor, Strategic Drift Survey, School of Emergent Priorities
Stage predicted ratio drift better than centre size or network membership did. “The forecast isn’t wrong forever,” said Associate Professor Kwame Lindqvist. “It’s just wrong for exactly as long as nobody’s job is to say so.”
The School treats the stage label as a description of momentum, not a verdict on whether the roster is right.
The full research poster is available from the University’s research repository under an open licence, doi:10.5555/slop.0b15h3.