Qualitative Methodology and the Impact of Artificial Intelligence

Artikelnummer: 979-8-3373-7641-7
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The rapid expansion of artificial intelligence (AI) is reshaping research practices across disciplines. Within qualitative methodology, these technologies are opening new possibilities for research design while simultaneously introducing complex ethical concerns. Researchers are increasingly able to use AI to assist with data generation and analysis, but this raises questions about authenticity and rigor. In particular, the creation of AI-generated or simulated datasets risks bypassing established processes of data collection. As a result, qualitative inquiry must adapt while maintaining its commitment to depth, validity, and methodological integrity. Qualitative Methodology and the Impact of Artificial Intelligence explores the frontend of the shifts and transformations occurring within methodological realms. This book critically examines how qualitative research design and data analysis are being rethought in response to the growing integration of AI, while also addressing its influence on resource availability and the potential misrepresentation of data. Covering topics such as algorithm as a cultural informant, management control systems, and traditional thematic analysis, this book is an excellent academic resource for graduate and doctoral students, researchers, higher education faculty, research ethics specialists, policymakers, and more.

The rapid expansion of artificial intelligence (AI) is reshaping research practices across disciplines. Within qualitative methodology, these technologies are opening new possibilities for research design while simultaneously introducing complex ethical concerns. Researchers are increasingly able to use AI to assist with data generation and analysis, but this raises questions about authenticity and rigor. In particular, the creation of AI-generated or simulated datasets risks bypassing established processes of data collection. As a result, qualitative inquiry must adapt while maintaining its commitment to depth, validity, and methodological integrity. Qualitative Methodology and the Impact of Artificial Intelligence explores the frontend of the shifts and transformations occurring within methodological realms. This book critically examines how qualitative research design and data analysis are being rethought in response to the growing integration of AI, while also addressing its influence on resource availability and the potential misrepresentation of data. Covering topics such as algorithm as a cultural informant, management control systems, and traditional thematic analysis, this book is an excellent academic resource for graduate and doctoral students, researchers, higher education faculty, research ethics specialists, policymakers, and more.

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VerlagIgi Global Scientific Publishing
EinbandKartonierter Einband (Kt)
Erscheinungsjahr2026
Seitenangabe564 S.
AusgabekennzeichenEnglisch
MasseH25.4 cm x B17.8 cm x D3.0 cm 1'047 g
AutorCrawford, Caroline M. (Hrsg.)

Über den Autor Caroline M. (Hrsg.) Crawford

Caroline M. Crawford is an associate professor of instructional design and learning technologies at the University of Houston-Clear Lake. She focuses her areas of impact upon instructional design, performance improvement, and learning theories within communities of learning, communities of practice and the appropriate and successful integration of technologies into differentiated learning environments of distributed including online and mobile, hybrid and traditional.Sandra L. Hardy is founder and executive director of Hardy Education Resources. Her primary areas of focus include research and development pertaining to leadership and induction of K-12 and higher education educators, administrators, and other educational professionals' development and related programs. Her services are based on the unique needs of the individual teacher as learner in connection to promoting effective communities of practice through dynamic collaborations while identifying and securing the required multilevel resources.

Weitere Titel von Caroline M. (Hrsg.) Crawford

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