This research investigates how emotions contribute to financial panic using controlled laboratory stock market experiments. By combining sentiment analysis, facial expression recognition, and personality profiling, it aims to identify the emotional drivers of irrational selling behaviour and provide evidence for policies that promote greater financial market stability.

This research investigates whether increasing female political representation affects labour market participation and education outcomes. Using electoral reforms in Italy as a natural experiment, the study finds that greater female representation increased workforce participation among working-age women while encouraging younger women to remain in education, demonstrating broader economic and social effects of political representation.