You've learned about various Data Ethics Challenges and seen some examples of Case Studies reflecting data ethics challenges in real-world contexts.
In this assignment, you'll write your own case study reflecting a data ethics challenge from your own experience, or from a relevant real-world context you are familiar with. Just follow these steps:
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Pick a Data Ethics Challenge. Look at the lesson examples or explore online examples like the Deon Checklist to get inspiration. -
Describe a Real World Example. Think about a situation you have heard of (headlines, research study etc.) or experienced (local community), where this specific challenge occurred. Think about the data ethics questions related to the challenge - and discuss the potential harms or unintended consequences that arise because of this issue. Bonus points: think about potential solutions or processes that may be applied here to help eliminate or mitigate the adverse impact of this challenge. -
Provide a Related Resources list. Share one or more resources (links to an article, a personal blog post or image, online research paper etc.) to prove this was a real-world occurrence. Bonus points: share resources that also showcase the potential harms & consequences from the incident, or highlight positive steps taken to prevent its recurrence.
| Exemplary | Adequate | Needs Improvement |
|---|---|---|
| One or more data ethics challenges are identified. The case study clearly describes a real-world incident reflecting that challenge, and highlights undesirable consequences or harms it caused. There is at least one linked resource to prove this occurred. |
One data ethics challenge is identified. At least one relevant harm or consequence is discussed briefly. However discussion is limited or lacks proof of real-world occurence. |
A data challenge is identified. However the description or resources do not adequately reflect the challenge or prove it's real-world occurence. |