===== ๐Ÿง  Recall Bias ===== **Recall bias** is a type of **systematic error** that occurs when participants in a study **do not accurately remember past events or experiences**. It is especially common in: * **Self-report surveys** * **Retrospective studies** * **Cross-sectional designs** ==== โš ๏ธ Why It Matters ==== Recall bias can distort findings by: * Overestimating or underestimating past exposures or outcomes * Affecting comparisons between groups (e.g., cases vs. controls) * Reducing the validity of associations or correlations ==== ๐Ÿ“š Example ==== In an alumni career survey, participants may: * Forget exact years of achievements * Misremember the number of grants or publications * Selectively recall certain experiences based on current satisfaction ==== ๐Ÿงต Summary ==== Recall bias undermines the **accuracy** and **reliability** of self-reported data, and should be acknowledged as a limitation in study design.