The Sobel Test is based on a few key assumptions: 1. Linearity: The relationships between the independent variable, the mediator, and the dependent variable should be linear. 2. Normality: The sampling distribution of the indirect effect should be normally distributed. 3. No Measurement Error: The variables involved should be measured without error.