This handbook highlights the limitations of quantitative data analytics, promoting qualitative approaches (in tandem or separately) in analysing and understanding data and phenomena. It will appeal to scholars conducting research projects with digital assets in Information Systems, Management, Strategic Management, and Organisation Studies.
This handbook highlights the limitations of quantitative data analytics, promoting qualitative approaches (in tandem or separately) in analysing and understanding data and phenomena. It will appeal to scholars conducting research projects with digital assets in Information Systems, Management, Strategic Management, and Organisation Studies.
Part I. Philosophical, Epistemological and Theoretical Considerations: 1. Introduction: the need for qualitative research in the age of digitalisation Robert D. Galliers and Boyka Simeonova; 2. Philosophical perspective on qualitative research in the age of digitalization Allen S. Lee and Suprateek Sarker; 3. Data as a contingent performance and the limitations of big data Matthew Jones; 4. Big data: little understanding Rudolf A. Hirschheim and David Whitchurch; 5. Power, knowledge and digitalisation: a qualitative research agenda Boyka Simeonova and Robert D. Galliers; 6. Information technology and power Boyka Simeonova and M. N. Ravishankar; Part II. Methodological Considerations: 7. Human values in a digital-first world: the implications for qualitative research Hameed Chughtai and Michael Myers; 8. One picture to study one thousand words: visualization for qualitative research in the age of digitalization Hani Safadi, Marie-Claude Boudreau and Samer Faraj; 9. Demystifying the digital: a case for hybrid ethnography in IS Nicola Ens, Mari-Klara Stein and Tina Blegind Jensen; 10. Case study research revisited Boyka Simeonova and Guy Fitzgerald; 11. Social media qualitative research vignettes Alex Wilson, Josh Morton and Boyka Simeonova; 12. Co-inquiring in a digital age: enhancing the practice of strategy work in government organisations through action research Joe McDonagh, David Coghlan and Paul Coughlan; Part III. Illustrative Examples and Emergent Issues: 13. Observing artifacts: how drawing distinctions creates agency and identity Sven-Volker Rehm, Lakshmi Goel, and Iris Junglas; 14. Algorithms as co-researchers: exploring meaning and bias in qualitative research Wendy Arianne Günther, Mark Thompson, Mayur P. Joshi, and Stavros Polykarpou; 15. Sensemaking about HRV data of high performing individuals: crafting a mixed methods Study Stefan Klein, Stefan Schellhammer and Nathalie Mitev; 16. The rich facets of digital trace data Jonas Valbjørn Andersen and Philipp Hukal; 17. Balancing the momentum of datafication with qualitative researchers as design thinkers Gongtai Wang, Andrew Burton-Jones and Saeed Akhlaghpour; 18. What data sharing in government tells us about the digitalisation of government services: lessons from the UK digital economy act Edgar Whitley.
Part I. Philosophical, Epistemological and Theoretical Considerations: 1. Introduction: the need for qualitative research in the age of digitalisation Robert D. Galliers and Boyka Simeonova; 2. Philosophical perspective on qualitative research in the age of digitalization Allen S. Lee and Suprateek Sarker; 3. Data as a contingent performance and the limitations of big data Matthew Jones; 4. Big data: little understanding Rudolf A. Hirschheim and David Whitchurch; 5. Power, knowledge and digitalisation: a qualitative research agenda Boyka Simeonova and Robert D. Galliers; 6. Information technology and power Boyka Simeonova and M. N. Ravishankar; Part II. Methodological Considerations: 7. Human values in a digital-first world: the implications for qualitative research Hameed Chughtai and Michael Myers; 8. One picture to study one thousand words: visualization for qualitative research in the age of digitalization Hani Safadi, Marie-Claude Boudreau and Samer Faraj; 9. Demystifying the digital: a case for hybrid ethnography in IS Nicola Ens, Mari-Klara Stein and Tina Blegind Jensen; 10. Case study research revisited Boyka Simeonova and Guy Fitzgerald; 11. Social media qualitative research vignettes Alex Wilson, Josh Morton and Boyka Simeonova; 12. Co-inquiring in a digital age: enhancing the practice of strategy work in government organisations through action research Joe McDonagh, David Coghlan and Paul Coughlan; Part III. Illustrative Examples and Emergent Issues: 13. Observing artifacts: how drawing distinctions creates agency and identity Sven-Volker Rehm, Lakshmi Goel, and Iris Junglas; 14. Algorithms as co-researchers: exploring meaning and bias in qualitative research Wendy Arianne Günther, Mark Thompson, Mayur P. Joshi, and Stavros Polykarpou; 15. Sensemaking about HRV data of high performing individuals: crafting a mixed methods Study Stefan Klein, Stefan Schellhammer and Nathalie Mitev; 16. The rich facets of digital trace data Jonas Valbjørn Andersen and Philipp Hukal; 17. Balancing the momentum of datafication with qualitative researchers as design thinkers Gongtai Wang, Andrew Burton-Jones and Saeed Akhlaghpour; 18. What data sharing in government tells us about the digitalisation of government services: lessons from the UK digital economy act Edgar Whitley.
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