Category: Frameworks

Ethics of Collecting and Using Healthcare Data

Consent, Data Analysis, Data Collection, Ethical Data Usage, Institutional Review Boards, Patient Information, Review Committees

Author: Derick Wade; Publisher: National Library of Medicine; Publication Year: 2007. The following article discusses how ethical review committees are helpful, but the ultimate responsibility of ethical data use in healthcare falls to those organizations…
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The Need for Ethical Data Models for Comprehensive Data Sharing

Depersonalization, Health Data, Health Insurance Portability and Accountability Act of 1996, HIPPA, Patient Privacy, Population Medicine

Author: Derek Baird; Publisher: MedCity News; Publication Year: 2021. The following article describes how the U.S. has lagged behind their developed nation counterparts in regards to patient and consumer privacy protections. The 30 year old…
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What is “Data Ethics”, and Why is it Important

Algorithms, Artificial Intelligence, Black Box Algorithms, Data Manipulation, Privacy Violations

Author: Dennis Hirsch; Publisher: Centre for Information Policy Leadership; Publication Year: 2021. The following article discuses what exactly is data ethics. Dennis Hirsch, a lawyer from Ohio State, asks this question in a study conducted…
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Responsible Web Scraping: Gathering Data Ethically and Legally

Application Programming Interfaces, Data Collection, Web Scraping

Author: Denis Kryukov; Publisher: Soshace; Publication Year: 2019. The following resource talks about the ethical ways to scrape the web. Although data on the web is public, obtaining it does not always entail completely ethical…
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Five Moves for a More Holistic Approach to Ethics in the Technology Industry

Ethical Practices, Leadership, Talent, Training

Author: N/A; Publisher: Deloitte Analysis; Publication Year: N/A. The following resource outlines a framework to providing a more holistic approach to ethics within the technology industry. It states the 5 necessary ways to accomplish and…
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Aspects of Data Ethics in a Changing World: Where Are We Now?

Algorithms, Cheap Storage Capacity, Consent, Data Availability, Data Collection, Data Confidentiality, Data Ownership, Personal Data, Purpose of Use

Author: David J. Hand; Publisher: Mary Ann Liebert, Inc.; Publication Year: 2018. The following article discusses how data availability, cheap storage capacity, and powerful tools for extracting information from data have the potential to significantly…
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The Data Ethics Canvas

Ethical Data Usage, Ethical Guidance

Author: Dave Tarrant James Maddison; Publisher: Open Data Institute; Publication Year: 2021. The following tool is for anyone who collects, shares or uses data. It helps identify and manage ethical issues – at the start…
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Data Ethics Principles

Accountability, Algorithms, Data Control, Data Processing, Equality, Personal Information, Transparency

Author: N/A; Publisher: Dataethics; Publication Year: 2017. The following article outlines 5 data ethics principles that should be carried out when conducting any sort of data processing activity. To start, data ethics is centered around…
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Data Brew Season 2, Episode 2: Data Ethics

Data Disparity, Fairness, Gender, Social Inequality, Transparency, Unfair Representation

Author: Databricks; Publisher: Spotify; Publication Year: 2021. The following podcast episode discusses how in the realm of business and marketing, the regulation of fairness and data ethics are essential elements to consider when building a…
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