Help me help you: Shared reflection for personal data

Dramatic advances in sensor and computing miniaturization for personal data collection are making Personal Informatics (PI) tools a reality. Yet, advances in data collection have not been matched with similar advances in tools to promote, support, and facilitate reflection on this data. This gap lea...

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Main Authors: GRAHAM, Lisa, TANG, Anthony, NEUSTAEDTER, Carman
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2016
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Online Access:https://ink.library.smu.edu.sg/sis_research/7913
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Institution: Singapore Management University
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spelling sg-smu-ink.sis_research-89162023-07-14T05:00:03Z Help me help you: Shared reflection for personal data GRAHAM, Lisa TANG, Anthony NEUSTAEDTER, Carman Dramatic advances in sensor and computing miniaturization for personal data collection are making Personal Informatics (PI) tools a reality. Yet, advances in data collection have not been matched with similar advances in tools to promote, support, and facilitate reflection on this data. This gap leaves people with large swaths of data, but very little understanding of how to make sense of the data or to derive actionable insights. In this work, we explore a process called shared reflection, where individuals are paired with other data collectors, and asked (through prompts) to reflect on one another’s data. Based on a six-week study where 15 participants collected different kinds of personal data and engaged in a shared reflection process, we show that participants gained transformative insights from others’ reflections on their data. While this was promising, we discuss practical challenges in deploying this idea into real world personal informatics tools. In particular, while shared reflection can be appropriated to effectively bootstrap reflection on one’s data, this needs to be balanced against privacy and control concerns. 2016-11-16T08:00:00Z text https://ink.library.smu.edu.sg/sis_research/7913 info:doi/10.1145/2957276.2957293 Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Personal data analytics Personal informatics Reflection Shared reflection Information Security
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Personal data analytics
Personal informatics
Reflection
Shared reflection
Information Security
spellingShingle Personal data analytics
Personal informatics
Reflection
Shared reflection
Information Security
GRAHAM, Lisa
TANG, Anthony
NEUSTAEDTER, Carman
Help me help you: Shared reflection for personal data
description Dramatic advances in sensor and computing miniaturization for personal data collection are making Personal Informatics (PI) tools a reality. Yet, advances in data collection have not been matched with similar advances in tools to promote, support, and facilitate reflection on this data. This gap leaves people with large swaths of data, but very little understanding of how to make sense of the data or to derive actionable insights. In this work, we explore a process called shared reflection, where individuals are paired with other data collectors, and asked (through prompts) to reflect on one another’s data. Based on a six-week study where 15 participants collected different kinds of personal data and engaged in a shared reflection process, we show that participants gained transformative insights from others’ reflections on their data. While this was promising, we discuss practical challenges in deploying this idea into real world personal informatics tools. In particular, while shared reflection can be appropriated to effectively bootstrap reflection on one’s data, this needs to be balanced against privacy and control concerns.
format text
author GRAHAM, Lisa
TANG, Anthony
NEUSTAEDTER, Carman
author_facet GRAHAM, Lisa
TANG, Anthony
NEUSTAEDTER, Carman
author_sort GRAHAM, Lisa
title Help me help you: Shared reflection for personal data
title_short Help me help you: Shared reflection for personal data
title_full Help me help you: Shared reflection for personal data
title_fullStr Help me help you: Shared reflection for personal data
title_full_unstemmed Help me help you: Shared reflection for personal data
title_sort help me help you: shared reflection for personal data
publisher Institutional Knowledge at Singapore Management University
publishDate 2016
url https://ink.library.smu.edu.sg/sis_research/7913
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