Google Data Analytics Professional Certification Practice Test

What defines an unfair question in a data-related context?

1. A question that is straightforward

2. A question that simplifies complex issues

3. A question that makes assumptions or is difficult to answer honestly

4. A question that solicits opinions

The correct answer is: A question that makes assumptions or is difficult to answer honestly

In a data-related context, an unfair question is characterized by making assumptions or being difficult to answer honestly. This means that the question may presuppose certain conditions or facts that are not universally accepted or may be beyond the knowledge of the respondent. Such questions can lead to biased data or results because they compel individuals to provide answers that may not accurately reflect reality or their true opinions. When a question contains implicit biases or expectations, it can distort the insights drawn from the data, making it more challenging to achieve reliable, objective findings. The other options do not capture the essence of what makes a question unfair in this context. Straightforward questions typically lead to clear and unambiguous responses. Simplifying complex issues can sometimes be helpful in guiding understanding, although it may not fully address the intricacies involved. Soliciting opinions, while subjective, can also offer valuable insights when framed correctly. However, the defining feature of an unfair question lies in the unexamined assumptions it contains and its potential to confuse or mislead the respondents.