The Fixed Survey

Establish a baseline by modeling client satisfaction as a function of a single key predictor variable.

Build a comprehensive multiple linear regression model using all available predictors to identify the primary drivers of satisfaction scores.

Scrutinize the comprehensive model's fit (R-squared), residuals, and individual coefficient significance to find statistical evidence of data manipulation.