I'm thrilled to announce that our article "Extracting organizational culture from text: the development and validation of a theory-driven tool for digital data" has been accepted and published in the prestigious European Journal of Work and Organizational Psychology.
The article focuses on developing and validating a tool that analyzes organizational texts, such as employee reviews and meeting transcripts, to describe organizational culture according to the Multi-focus Model. This model is applied by The Culture Factor Group to help organizations optimize their culture.
What sets our project apart from previous ones is:
- A theory-driven approach rather than a data-driven one.
- Utilizing a vast array of text sources for development (26 million words from employee reviews of 526 companies, 1,121 mission and vision statements, and 285 company websites).
- A mixed-methods approach combining expert ratings and computational linguistics.
One surprising finding for me was how much the relationship between cultural dimensions in surveys is reflected in the language used in the survey questions.
The full article can be read online or downloaded with open access:
https://lnkd.in/d6VupVwb
The article is part of my dissertation and the result of a collaborative research project funded by Business Finland. I would like to thank all my co-authors: M. Murat Ardag, Ph.D., in memoriam Peter Holtz, Johannes Großer, Carina Hartz, Hester Van Herk, Michael Bender, Klaus Boehnke, and, particularly, Henrik Dobewall, whose brainchild this project was.
Special thanks to Egbert Schram, CEO of The Culture Factor Group, for supporting this project, and to Karsten Schulte-Deußen and his team at GPTW Deutschland and Bilal Ojjeh of MBA-Exchange.com for providing text data on companies.
I also thank the organizational culture experts who spent countless hours categorizing words and phrases: Peter Gryko, Carmen Lam, Daniela Kaneva, George L., Navkaran Singh, Philip Lafeber, Sumiko Shimo, Wanne Wiersinga, Michael Siller
#theculturefactor #organizationalculture #linguistics #multifocusmodel