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A Stage-based Model Of Personal Informatics Systems

I. Li, Anind K. Dey, J. Forlizzi
Published 2010 · Computer Science

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People strive to obtain self-knowledge. A class of systems called personal informatics is appearing that help people collect and reflect on personal information. However, there is no comprehensive list of problems that users experience using these systems, and no guidance for making these systems more effective. To address this, we conducted surveys and interviews with people who collect and reflect on personal information. We derived a stage-based model of personal informatics systems composed of five stages (preparation, collection, integration, reflection, and action) and identified barriers in each of the stages. These stages have four essential properties: barriers cascade to later stages; they are iterative; they are user-driven and/or system-driven; and they are uni-faceted or multi-faceted. From these properties, we recommend that personal informatics systems should 1) be designed in a holistic manner across the stages; 2) allow iteration between stages; 3) apply an appropriate balance of automated technology and user control within each stage to facilitate the user experience; and 4) explore support for associating multiple facets of people's lives to enrich the value of systems.
This paper references
Investigating health management practices of individuals with diabetes
L. Mamykina (2006)
Know Thyself: Tracking Every Facet of Life, from Sleep to Mood to Pain
G Wolf (2009)
Self-Surveillance. Bulletin of ASIS&T
N Yau (2009)
SenseCam: A Retrospective Memory Aid
S. Hodges (2006)
The House That Twitters
Simon Choppin (2010)
Increasing the Awareness of Daily Activity Levels with Pervasive Computing
J. Maitland (2006)
CHI 2010: Performance, Stagecraft, and Magic
Using Contextual Information to Improve Awareness of Physical Activity. Engaging Data Forum
I Li (2009)
MyLifeBits: a personal database for everything
J. Gemmell (2006)
CARPE Research Area." SIGMM
J. Gemmell (2010)
Tools for Studying Behavior and Technology in Natural Settings
S. Intille (2003)
Personal Information Management
William Jones (2007)
SenseCam: a Retrospective Memory Aid. Ubicomp'06
S Hodges (2006)
Casual Information Visualization: Depictions of Data in Everyday Life
Zachary Pousman (2007)
Know Thyself: Tracking Every Facet of Life, from Sleep to Mood to Pain, 24/7/365
G. Wolf (2009)
Activity sensing in the wild: a field trial of ubifit garden
Sunny Consolvo (2008)
Mycrocosm: Visual Microblogging
Y. Assogba (2009)
Visualizing health: imagery in diabetes education
J. Frost (2003)
Slow Technology: Designing for Reflection. Personal and Ubiquitous Computing
L Hallnäs (2001)
Using visualizations to increase compliance in experience sampling
G. Hsieh (2008)
The house that Twitters Accessed on September 16, 2009 at news/6156291/The-house-that-Twitters
R Alleyne (2009)
Fish'n'Steps: Encouraging Physical Activity with an Interactive Computer Game
J. Lin (2006)
Slow Technology – Designing for Reflection
L. Hallnäs (2001)
The house that Twitters."
R. Alleyne (2009)
Personal information management
O. Bergman (2004)
CARPE Research Area
J Gemmell (2010)
Position Paper on Using Contextual Information to Improve Awareness of Physical Activity
I. Li (2009)
Increasing the Awareness of Moderate Exercise with Pervasive Computing
J Maitland (2006)
Mycrocosm: Visual Microblogging. HICSS'09
Y Assogba (2009)
UbiGreen: investigating a mobile tool for tracking and supporting green transportation habits
Jon Froehlich (2009)
Experience Sampling: Promises and Pitfalls, Strengths and Weaknesses
C. Scollon (2003)
Autobiography Benjamin Franklin
Joseph W. McCloskey (1964)
SenseCam: a Retrospective Memory
S. Hodges (2006)
Some Computer Science Issues in Creating a Sustainable World
Jennifer Mankoff (2008)

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