most citedThe Human Behind the Data: Reflections from an Ongoing Co-Design and Deployment of a Data-Navigation Interface for Front-Line Emergency Housing Shelter Staff

1 citations · 2 across the 5 of their papers we have counts for

collaborators

5 papers

cs.HC2025

Understanding Data Usage when Making High-Stakes Frontline Decisions in Homelessness Services

Teale W. Masrani, Geoffrey Messier, Amy Voida +2

Frontline staff of emergency shelters face challenges such as vicarious trauma, compassion fatigue, and burnout. The technology they use is often not designed for their unique need…

cs.CY2025

Understanding Housing and Homelessness System Access by Linking Administrative Data

Geoffrey G. Messier, Sam Elliott, Dallas Seitz

This paper uses privacy preserving methods to link over 235,000 records in the housing and homelessness system of care (HHSC) of a major North American city. Several machine learni…

cs.HC2023★ 1 cited

The Human Behind the Data: Reflections from an Ongoing Co-Design and Deployment of a Data-Navigation Interface for Front-Line Emergency Housing Shelter Staff

Teale W Masrani, Helen Ai He, Geoffrey Messier

On any night in Canada, at least 35,000 individuals experience homelessness. These individuals use emergency shelters to transition out of homelessness and into permanent housing.…

cs.CY2023

A Graph Analysis of the Impact of COVID-19 on Emergency Housing Shelter Access Patterns

Geoffrey G. Messier

This paper investigates how COVID-19 disrupted emergency housing shelter access patterns in Calgary, Canada and what aspects of these changes persist to the present day. This analy…

cs.LG2023★ 1 cited

The Effect of Epidemiological Cohort Creation on the Machine Learning Prediction of Homelessness and Police Interaction Outcomes Using Administrative Health Care Data

Faezehsadat Shahidi, M. Ethan MacDonald, Dallas Seitz +1

Background: Mental illness can lead to adverse outcomes such as homelessness and police interaction and understanding of the events leading up to these adverse outcomes is importan…