Google Data Analytics Professional Certification Practice Test

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Prepare for your Google Data Analytics exam. Practice with comprehensive questions and descriptive explanations. Be exam-ready!

Each practice test/flash card set has 50 randomly selected questions from a bank of over 500. You'll get a new set of questions each time!

Practice this question and more.

What is essential in ensuring fairness in data collection according to ethics?

Bias in data interpretation.
Informed consent from individuals.
Free access to all data.
Uniform data management across industries.

The correct answer is: Informed consent from individuals.

Informed consent from individuals is essential in ensuring fairness in data collection because it respects the autonomy and rights of individuals. It means that individuals are fully informed about the purpose of data collection, how their data will be used, and the potential risks involved. This transparency fosters trust between data collectors and participants, making it clear that participation is voluntary and that individuals have the right to withdraw at any point. The practice of obtaining informed consent upholds ethical standards in research and data collection, as it protects individuals from exploitation and harm. It allows people to make informed decisions about their participation, promoting a fair and ethical approach to data collection. This principle is foundational in many ethical guidelines and regulations concerning research involving human subjects. While other options touch on important aspects of data ethics, they do not encapsulate the fundamental requirement for practical and ethical engagement with participants as informed consent does.