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Illustration for Optimised to the Forecast: A Maturity Model for Roster Revision After a Childcare Kiosk's Headcount Miss

Optimised to the Forecast

A Maturity Model for Roster Revision After a Childcare Kiosk's Headcount Miss

A research poster from the School of Emergent Priorities classifies 58 childcare centres into a four-stage maturity model by how quickly an educator roster is revised after a sign-in kiosk's headcount forecast proves wrong, finding stage predicts educator-to-child ratio drift more reliably than centre size or network membership.

AuthorsRuna Adegoke, Kwame Lindqvist
SchoolSchool of Emergent Priorities
Output typeResearch poster
FundingAnticipatory Capability Fund: Restocking a Council's Street Libraries Before the Shelf Stops Turning Over ($241,873)
Published
DOI10.5555/slop.0b15h3
Pages1
Version1.0
LicenceCC BY 4.0

Cite as

@misc{slop_0b15h3,
  author       = {Runa Adegoke and Kwame Lindqvist},
  title        = {Optimised to the Forecast: A Maturity Model for Roster Revision After a Childcare Kiosk's Headcount Miss},
  year         = {2026},
  publisher    = {Slop University},
  doi          = {10.5555/slop.0b15h3},
  url          = {https://slop.university/outputs/slop-poster-a-maturity-model-0b15h3/},
  version      = {1.0},
  note         = {Research poster},
}