Reverse causality can occur due to several reasons. One common reason is temporal ambiguity, where the timing of the exposure and the outcome is not clearly defined. Additionally, reverse causality can arise from biases in study design, such as selecting participants based on the outcome rather than the exposure. Misinterpretation of correlational data can also contribute to this issue.
