Tag: Data Collection

The Dark Side of Customer Analytics

Data Collection, Data Privacy

Author: Thomas Davenport, Jeanne Harris; Publisher: Harvard Business Review; Publication Year: 2007. The following article provides a similar flow to 5 Dysfunctions of a Team in which a scenario is first used to get important…
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Location Privacy and Data Ethics

Data Collection, Data Privacy, Equal Access, Geospatial Data, Location Privacy, Real-Time Data, Transparency

Author: N/A; Publisher: The MapScaping Podcast; Publication Year: 2020. The following podcast episode discusses how geospatial data can be powerful for driving business decisions and development but raises questions about location privacy and the ability…
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Data Privacy and Consent

Consumer Consent, Data Collection, Data Usage, Privacy Agreements, Transparency

Author: Fred Cate; Publisher: TEDx Talks; Publication Year: 2020. In the following video, Fred Cate discusses consumer consent during data collection. Frequently, consumers technically consent to their data being collected and used, but the complex…
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Minority Report

Data Collection, Predictive Policing, Transparency

Author: Stephen Spielberg; Publisher: N/A; Publication Year: 2002. The following film starring Tom Cruise concerns a future where people are arrested by a “Pre-Crime” unit before a crime is committed. There are several biases involved…
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The Ethical Data Dilemma: Why Ethics Will Separate Data Privacy Leaders From Followers

Big Data, Consumer Data, Data Collection, Data Privacy, Data Usage, Personal Data

Author: Stephen Ritter; Publisher: Forbes; Publication Year: 2020. The following article talks about the current period in 2020, when enterprises around the world have unprecedented, nearly unfiltered access to consumers’ personal data, businesses are facing…
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Algorithmic Bias, Financial Inclusion, and Gender

Bias Mitigation, Credit Score, Data Collection, Fairness, Gender Bias, Labeling Bias, Outcome Proxy Bias, Sampling Bias

Author: Sonja Kelly, Mehrdad Mirpourian; Publisher: Women’s World Banking; Publication Year: 2021. The following report discussed where gender-based bias originates and how to mitigate such biases in the emerging digital credit space. The report discussed…
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Algorithmic Accountability

Accountability, Data Collection, Digital Totalitarianism, Transparency, Trustworthiness

Author: Hetan Shah; Publisher: National Library of Medicine; Publication Year: 2017. The following article reviews ways in which researchers can improve trustworthiness. The authors argue that transparency alone cannot lead to accountability. Additionally, legislation for…
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Opt-in vs. Opt-out Approaches to Personal Information Processing

Data Collection, Personal Information

Author: Sarah Rippy; Publisher: The Privacy Advisor; Publication Year: 2021. The following article explains the difference between opt-in, opt-out and even a hybrid approach to data collection (opt-in being the main approach in the U.S.).…
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Why Does Technology Need Ethics? | CEO of Parity, Rumman Chowdhury

Data Bias, Data Collection, Design Bias, Reporting Bias

Author: Rumman Chowdhury; Publisher: Parity; Publication Year: 2021. The following talk addresses the question: Why does technology need ethics? Dr. Chowdhury describes 2 kinds of bias, a quantitative one and a qualitative one, specifically data…
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