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simeonova b cambridge handbook qualitative digital research 2023

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Textbook in PDF format Big data and algorithmic decision-making have been touted as game-changing developments in management research, but they have their limitations. Qualitative approaches should not be cast aside in the age of digitalisation, since they facilitate understanding of quantitative data and the questioning of assumptions and conclusions that may otherwise lead to faulty implications being drawn, and - crucially - inaccurate strategies, decisions and actions. This handbook comprises three parts: Part I highlights many of the issues associated with 'unthinking digitalisation', particularly concerning the overreliance on algorithmic decision-making and the consequent need for qualitative research. Part II provides examples of the various qualitative methods that can be usefully employed in researching various digital phenomena and issues. Part III introduces a range of emergent issues concerning practice, knowing, datafication, technology design and implementation, data reliance and algorithms, digitalisation. Philosophical, Epistemological and Theoretical Considerations Introduction A Philosophical Perspective on Qualitative Research in the Age of Digitalization Data as a Contingent Performance and the Limitations of Big Data Big Data, Little Understanding Power, Knowledge and Digitalization Information Technology and Power Methodological Considerations Human Values in a Digital-First World: The Implications for Qualitative Research One Picture to Study One Thousand Words Demystifying the Digital Case Study Research Revisited Social Media Qualitative Research Vignettes Co-Inquiring in a Digital Age Illustrative Examples and Emergent Issues Observing Artifacts Algorithms as Co-Researchers Sensemaking about HRV Data of High-Performing Individuals The Rich Facets of Digital Trace Data Balancing the Momentum of Datafication with Qualitative Researchers as Design Thinkers What Data Sharing in Government Tells Us about the Digitalization of Government Services

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Simeonova B. Cambridge Handbook of Qualitative Digital Research 2023.pdf 26.0 MB

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simeonova b cambridge handbook qualitative digital research 2023