What are sampling methods and how can they introduce bias?
An example of an AI chatbot conversation about sampling methods and their potential biases.
What are sampling methods and how can they introduce bias?
Sampling methods are techniques used to select individuals from a population for research. Bias can occur if the sample isn't representative.
Can you give me examples of different sampling methods?
Sure! Common methods include random sampling, stratified sampling, and convenience sampling. Each has its pros and cons.
How does convenience sampling lead to bias?
Convenience sampling can lead to bias because it often includes only those who are easiest to reach, not a true representation of the population.
What are the consequences of biased sampling in research?
Biased sampling can lead to inaccurate conclusions, affecting the validity of the research and potentially misleading stakeholders.
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