Enhancing Predictive Accuracy through Qualitative Variables

Incorporating mentorship and sponsorship variables into retention forecasting models adds qualitative data that better capture employee engagement and satisfaction. These relationships often provide emotional support and career guidance, which traditional models may overlook. By quantifying the presence and quality of mentorship/sponsorship, models can more accurately predict retention outcomes for underrepresented tech professionals.