Glassdoor reviews as a signal of corporate misconduct
Stephen Waddington
MAY 19, 2022
The researchers created a dataset of reviews from more than 4,000 public companies between 2008 and 2016 and extracted a vocabulary of more than 11,500 words. It tracked the corporate misconduct at Wells Fargo between 2009 and 2013. An algorithm matched words to subsequent corporate violations reported in the media.
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