Finding their data voice: practices and challenges of dashboard users

Dashboard users have analytical goals that include conversation with data (analysis tasks) and conversation through and around data (interactions with others).
Goals and tasks of dashboard users.
Abstract

Dashboards are the ubiquitous means of data communication within organizations. Yet we have limited understanding of how they factor into data practices in the workplace, particularly for data workers who do not self-identify as professional analysts. We focus on data workers who use dashboards as a primary interface to data, reporting on an interview study that characterizes their data practices and the accompanying barriers to seamless data interaction. While dashboards are typically designed for data consumption, our findings show that dashboard users have far more diverse needs. To capture these activities, we frame data workers practices as data conversations: conversations with data capture classic analysis (asking and answering data questions), while conversations through and around data involve constructing representations and narratives for sharing and communication. Dashboard users faced substantial barriers in their data conversations: their engagement with data was often intermittent, dependent on experts, and involved an awkward assembly of tools. We challenge the visualization and analytics community to embrace dashboard users as a population and design tools that blend seamlessly into their work contexts.

Materials
PDF | Preprint | DOI | Supplement | BibTeX

Authors
Lyn Bartram
Brittany Fiore-Gartland
Anamaria Crisan
Citation
Thumbnail image for publication titled: Finding their data voice: practices and challenges of dashboard users
Finding their data voice: practices and challenges of dashboard users

Melanie Tory, Lyn Bartram, Brittany Fiore-Gartland, and Anamaria Crisan. IEEE Computer Graphics and Applications—CGA. 2021

PDF | Preprint | DOI | Supplement | BibTeX


Data Visualization @ Khoury — Northeastern University
West Village H, Room 302
440 Huntington Ave, Boston, MA 02115, USA