..., Subramanyam, and Lim (2015) , provide evidence that managers use MD&A by including more forward-looking statements to mitigate lower informational efficiency around their stocks. Rich, Roberts, and Zhang (2016) use sentiment analysis to establish positive language to signal higher financial reporting...

... and positivity. The sentiment analysis points at an increased positivity of environment-related issues, accompanied by a general decrease in negative emotions and an increased presence of expectation and planning emotions. Gaizka Garechana, Rosa Río-Belver, Enara Zarrabeitia-Bilbao, Izaskun Álvarez-Meaza...

... an understanding of how the system works. Third, we examine some of the issues facing a CIO as she seeks a system to meet the bank's digital needs. continuous monitoring sentiment analysis visualization risk management The authors acknowledge the extensive comments of the referees on an earlier...

... validity. The results suggest that client reviews of tax preparers contain unique taxation language. Data Availability: Data used in this study are available from the corresponding author upon request. sentiment analysis content analysis social analytics professional tax services...