misleading conclusions

What are common sources of misleading conclusions?


Confounding Variables: These are extraneous variables that can falsely suggest or obscure an association between the exposure and outcome.
Selection Bias: This occurs when the participants selected for the study are not representative of the target population.
Information Bias: Errors in measuring or recording data can lead to misclassification of exposure or outcome status.
Publication Bias: Studies with significant or positive findings are more likely to be published, skewing the available evidence.
Temporal Bias: Mistaking correlation for causation can lead to incorrect conclusions about cause-and-effect relationships.

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