Understanding Bias in Data Analysis

Types of Bias in Data Analysis

Which is NOT a type of bias? A. Bias by omission B. Bias by selection C. Bias by word choice D. Bias by humor

The correct option is D. Bias by humor is not a type of bias. The five major types of research bias that are most likely to creep into your surveys and tamper with your research methods and findings are sampling bias, nonresponse bias, response bias, question order bias, and information bias.

What are biases in data?

When making decisions, cognitive biases cause perceptional distortions since they are systemic errors in thinking that are typically passed down from cultural and personal experiences. Data is also collected and processed by humans, so even while it may appear to be objective, it can still be biased.

An illogical assumption or idea known as bias impairs the capacity to form judgments based on the facts and available evidence. Investors are just as prone to make decisions that are biased or prejudiced as anyone else. Emotional and cognitive prejudice are two major types of bias that wise investors avoid.

Conclusion

The right answer is D. Humor-based bias is not a form of prejudice.

Which type of bias is NOT mentioned in the research findings?

The type of bias that is NOT mentioned in the research findings is bias by humor.