Using Deep Learning to Generate Hypotheses across Multiple Levels of Analysis: National Pride Increases Creativity

What are the most important cultural values that shape countries’ innovation? A deep learning model identified pride in the country’s long history as the top predictor of innovation from over 800 values. Two experiments provided causal evidence for the hypothesis that pride in the country’s long history increases creativity.