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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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 |
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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 |
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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. |
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text |
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GRAHAM, Lisa TANG, Anthony NEUSTAEDTER, Carman |
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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 |
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Help me help you: Shared reflection for personal data |
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Help me help you: Shared reflection for personal data |
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help me help you: shared reflection for personal data |
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Institutional Knowledge at Singapore Management University |
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2016 |
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https://ink.library.smu.edu.sg/sis_research/7913 |
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