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Research

Visualizing Personal Rhythms: A Critical Visual Analysis of Mental Health in Flux

Visualizations of personal data in self-tracking systems can make even subtle shifts in mental and physical states observable, greatly influencing how health and wellness goals are set, pursued, and achieved. At the same time, recent work in data ethics cautions that standardized models can have unintended negative consequences for some user groups. Through collaborative design and critical visual analysis, this study contrasts conventional visualizations of personal data with the ways that vulnerable populations represent their lived experiences. Participants self-tracked to manage bipolar disorder, a mental illness characterized by severe and unpredictable mood changes. During design sessions, each created a series of timeline drawings depicting their experiences with mental health. Examples of adaptive and vernacular design, these images use both normative standards and individualized graphic modifications. Analysis shows that conventional visual encodings can support facets of self-assessment while also imposing problematic normative standards onto deeply personal experiences.

Read the full paper.

Jaime Snyder

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Projects in Sociotechnical Information Systems

  • How Music Fans Shape Commercial Music Services: A Case Study of BTS and ARMY
  • Visually Encoding Personal Data for Vulnerable Populations
  • Early adopters of a low vision head-mounted assistive technology
  • Being (In)Visible: Privacy, Transparency, and Disclosure in the Self-Management of Bipolar Disorder
  • Visualizing Personal Rhythms: A Critical Visual Analysis of Mental Health in Flux

News

Lauren Appelbaum

Informatics alum Lauren Appelbaum's novels inspired by tech

Wednesday, October 29, 2025
Lauren Appelbaum worked in tech for a decade after earning her Informatics degree. Then her career took a plot twist.Now a full-time author, Appelbaum, ’13, recently released her second novel, “An Introvert’s Guide to Life and...
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Cynthia Leitich Smith speaking.

Author Cynthia Leitich Smith charms crowd at Shaw Lecture

Tuesday, October 28, 2025
Asked what she would say to encourage young writers, author Cynthia Leitich Smith made an analogy. “When you're thinking about a story, particularly within books for young readers, but a story in general, I think it's helpful to...
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