Article 9 of the GDPR outlines strict conditions for processing special categories of personal data, which includes data revealing racial or ethnic origin. While options B, C, and D might seem relevant, they don't fully align with the core purpose of MagicAI's data collection.
Here's why option A is the most appropriate:
Scientific Research: MagicAI aims to improve the accuracy and fairness of its AI system by understanding how it performs across different ethnicities, nationalities, and genders. This directly ties into scientific research aimed at improving healthcare and reducing bias in medical technology.
It's important to note that even with "scientific research" as the legal basis, MagicAI must still adhere to strict safeguards, such as:
Data Minimization: Collecting only the data absolutely necessary for the research.
Purpose Limitation: Using the data solely for the defined scientific purpose.
Appropriate Security Measures: Protecting the data against unauthorized access or disclosure.
Ethical Review: Ideally, obtaining ethical approval for the research project.
Reference:
GDPR Article 9 - Processing of special categories of personal data
GDPR Recital 159 - Conditions for processing special categories of data for scientific research purposes IAPP CIPP/E textbook, Chapter 2: Key Data Protection Principles (specifically, sections on special categories of data)