Forecasting Campus-Space Abandonment from Desk-Booking and Swipe-Card Signals
An 18-month study across fourteen buildings deriving a quiet-building index from desk-booking cancellations and swipe-card telemetry, checked against the date each building was independently flagged in facilities' quarterly utilisation review. The index anticipated the formal finding by a median 6 weeks (n = 14, r = 0.71), with the lead widening to 10 weeks for administrative floors.
| Authors | Petra Umbile, Anneke Tolan |
|---|---|
| School | School of Emergent Priorities |
| Output type | Research poster |
| Published | |
| DOI | 10.5555/slop.1r34av |
| Pages | 1 |
| Version | 1.0 |
| Licence | CC BY 4.0 |
Cite as
@misc{slop_1r34av,
author = {Petra Umbile and Anneke Tolan},
title = {The Building Knows First: Forecasting Campus-Space Abandonment from Desk-Booking and Swipe-Card Signals},
year = {2026},
publisher = {Slop University},
doi = {10.5555/slop.1r34av},
url = {https://slop.university/outputs/slop-poster-using-desk-booking-and-1r34av/},
version = {1.0},
note = {Research poster},
}