What is sample bias and can you give me some examples?
An example of an AI chatbot conversation about sample bias and its implications.
What is sample bias and can you give me some examples?
Sample bias occurs when the sample collected for a study is not representative of the population intended to be analyzed.
Can you provide an example of sample bias in a survey?
Sure! If a survey about smartphone usage only includes responses from tech enthusiasts, it may not reflect the general population's habits.
What are the consequences of sample bias?
Consequences include inaccurate conclusions, misleading results, and poor decision-making based on flawed data.
How can researchers avoid sample bias?
Researchers can use random sampling methods, ensure diverse participant selection, and conduct thorough demographic analysis.
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