Design-Weighted First-Attempt Legibility at 3,180 Service Counters, and the Improvement Target Set Against It
A research poster from the School of Emergent Priorities reports the first population estimate of first-attempt legibility for the pens tethered to public and commercial service counters. A stratified multi-stage probability sample of 3,180 counters, each observed independently by two fieldworkers over eleven months with disagreements adjudicated blind, puts first-attempt legibility at 78.4% (95% CI 76.9-79.9); a further 13.4% of pens write only after priming, and 7.4% of sampled counters carry no tethered pen at all. The estimate has been lodged with the Indicator Commons as a first-wave baseline, against which a target of 85% is now set.
| Authors | Ingrid Vasseur, Runa Adegoke, Petra Umbile |
|---|---|
| School | School of Emergent Priorities |
| Output type | Research poster |
| Published | |
| DOI | 10.5555/slop.xcxdxw |
| Pages | 1 |
| Version | 1.0 |
| Licence | CC BY 4.0 |
Cites
Cite as
@misc{slop_xcxdxw,
author = {Ingrid Vasseur and Runa Adegoke and Petra Umbile},
title = {A National Baseline for the Tethered Counter Pen: Design-Weighted First-Attempt Legibility at 3,180 Service Counters, and the Improvement Target Set Against It},
year = {2026},
publisher = {Slop University},
doi = {10.5555/slop.xcxdxw},
url = {https://slop.university/outputs/slop-poster-no-national-estimate-xcxdxw/},
version = {1.0},
note = {Research poster},
}