"Alone and Adrift in Analytics" - Insights from Long-term Involvements with stroke Clinicians when Using Care Quality Monitoring Systems

要旨

Care quality improvement systems (CQIS) allow hospitals to monitor and improve their care by analysing performance data. However, many CQIS fail at helping clinicians improve as they see decreased use and stagnating care quality. In this paper, we investigate the use of one CQIS through ten qualitative activities carried out across five years. We synthesize and present our results regarding specific problems various stakeholders face, exact data visualization tasks that clinicians struggle with, and concrete solutions described by clinicians. Our research proposes steps that designers can take towards integrating data analysis interfaces and automating tasks in CQIS to assist with concrete data visualization problems identified by the 74 clinicians who participated in our study.

著者
Hamzah Ziadeh
Aalborg University, Aalborg, Denmark
Mathias Sand Kristensen
Aalborg University, Aalborg, Denmark
Lina Palaiodimou
“Attikon” University Hospital, Athens, Greece
Michal A. Karlinski
Institute of Psychiatry and Neurology, Warsaw, Poland
Terry Quinn
University of Glasgow, Glasgow, United Kingdom
Robert Mikulik
Health Management Institute, Brno, Czech Republic
Hendrik Knoche
Aalborg University, Aalborg, Denmark

会議: CHI 2026

ACM CHI Conference on Human Factors in Computing Systems

セッション: Emergency and Serious Illness Care

P1 - Room 128
7 件の発表
2026-04-15 18:00:00
2026-04-15 19:30:00