work-in-progress

Contesting Identity in Collaborative Knowledge Production: Evidence from Coming-Out Announcements and Wikipedia Biographies

When a public figure announces a transgender or non-binary identity, every institution that curates knowledge about them must decide whether and how to update the record. We study this process at the moment it is sharpest: on English Wikipedia biographies in the week of a public coming-out or pronoun announcement. Combining hand-verified announcement dates for public figures with complete...

Extreme Heat and Visitor Flows at Open-Air Heritage Sites (working title; feasibility study on Castelseprio)

How do visitor flows at open-air archaeological sites respond to extreme weather, and to heat in particular? Open-air sites such as Castelseprio and the Valcamonica rock-art parks are physically exposed in a way that indoor museums are not, so as summers warm they face a demand risk that indoor institutions do not share. Using a daily attendance panel for Castelseprio (December 2023-June 2026,...