This Mitacs Project’s aim is to calibrate and test a model to assess and improve the employee’s engagement. The work will focus in define a methodology to identify the necessary data for the calibration and the installation of a model (a set of equations) for improvement of a factory. This project will benefit both: the researchers with data for calibration and the factory with a new tool to improve productivity.