Making sense of organization dynamics using text analysis

作者:

Highlights:

• A multi-aspect approach to analyzing organizational discourse data is proposed.

• This approach integrates various text mining and network analysis techniques.

• This approach can provide a holistic view of the power structure within a supply network.

• Our study on a supply network co-op demonstrated the effectiveness of this approach.

摘要

•A multi-aspect approach to analyzing organizational discourse data is proposed.•This approach integrates various text mining and network analysis techniques.•This approach can provide a holistic view of the power structure within a supply network.•Our study on a supply network co-op demonstrated the effectiveness of this approach.

论文关键词:Supply networks,Organizational sense-making,Text mining,Social network analysis,Discourse analysis,Sentiment analysis

论文评审过程:Received 1 May 2017, Revised 5 October 2017, Accepted 5 November 2017, Available online 6 November 2017, Version of Record 29 July 2018.

论文官网地址:https://doi.org/10.1016/j.eswa.2017.11.009