Observing and predicting knowledge worker stress, focus and awakeness in the wild

•Eight week study with professionals in their workplace to understand stress over time•Collected biometric data, computer interaction data, and survey responses•Participants returned to their baseline stress level after periods of stress•We created a model able to predict productivity indicators far above the baseline