Fig. 1From: The use of text mining to detect key shifts in Japanese first-year medical student professional identity formation through early exposure to non-healthcare hospital staffA comparison of the frequencies of the four most-commonly-used words describing professional characteristics across all three time points. The numbers in the brackets are chi-square values. **p < 0.01Back to article page