Sentiment analysis of write-in comments related to organisational change
Résumé
Purpose
Sentiment analysis is becoming increasingly popular in social media. In organisational research, however, this technique is underutilised. This paper aims to explore employee and manager sentiments related to recently announced organisational change that were investigated as part of employee opinion survey.
Design/Method
The data studied here are from an employee opinion survey. Over 5600 employees participated in the survey and 2262 commented on recent organisational transformation. Comments were coded into key themes and their tone was measured using sentiment analysis. The sentiment scores were linked to the themes identified in the comments.
Results
Mostly negative sentiments were reported regarding the change. Employees were dissatisfied with the lack of information about redundancies, which related to lost in trust employees expressed towards management and general frustration. Differences in sentiments towards specific topics were found in manager and employee populations.
Limitations
In additional to measuring sentiments, this research would benefit from exploring full range of emotions.
Research/Practical Implication
This research contributes to employee sentiment research in organisational context. The findings are not surprising- it is expected to find negative tone in employee views on organisational change. This research, however, helps to understand what exact topics drive the negative tone and how this differs by employee and manager populations.
Originality/Value
Sentiment analysis is quite new in organisational research and this research illustrates one way of how the analysis can be used.
Origine | Fichiers produits par l'(les) auteur(s) |
---|---|
Licence |