Epistemology and Methodology of Research in AI Age

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A01=Katarzyna Szczepanska-Woszczyna
A01=Lukasz Sulkowski
A01=Zdzislawa Dacko-Pikiewicz
algorithmic bias analysis
artificial intelligence
Author_Katarzyna Szczepanska-Woszczyna
Author_Lukasz Sulkowski
Author_Zdzislawa Dacko-Pikiewicz
big data
Category=GPS
Category=JHBC
Category=UYQ
data-driven inquiry
digital research methods
doctoral research
epistemology
eq_bestseller
eq_computing
eq_isMigrated=1
eq_isMigrated=2
eq_nobargain
eq_non-fiction
eq_society-politics
ethical challenges in AI research
forthcoming
machine learning
management research methods
PhD methods
philosophy of social science
research design
research ethics in technology
research methodology
research paradigms
social science methodology
social science methods
systematic literature review

Product details

  • ISBN 9781041339335
  • Dimensions: 174 x 246mm
  • Publication Date: 02 Jul 2026
  • Publisher: Taylor & Francis Ltd
  • Publication City/Country: GB
  • Product Form: Hardback
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Epistemology and Methodology of Research in the AI Age maps how artificial intelligence (AI), digital platforms, and big data reshape the foundations of social science and management research. It connects epistemology and research design to the practical choices researchers now face, from defining questions in data-rich environments to handling algorithmic bias and ethical risk.

Written for doctoral students, early-career researchers, and methods instructors, this volume supports dissertation work and methods teaching across sociology, psychology, education, economics, and information science. It also anchors the wider series by setting a shared conceptual and ethical baseline for the volumes that follow.

Łukasz Sułkowski is a professor of economic sciences and humanities specializing in higher education management, social science methodology, HRM, and organizational culture, and serves as President of WSB University.

Zdzisława Dacko-Pikiewicz is the Rector of WSB University and holds a habilitation in management and quality sciences, her research spans reputation management, innovation, family business, competence development, and sustainability, with particular relevance to debates on organisational resilience, competitiveness, and knowledge transfer.

Katarzyna Szczepańska-Woszczyna holds a postdoctoral degree in economic sciences and is a Vice-Rector for Research and Education at WSB University, specializing in management and quality sciences, with a focus on HRM, innovation, knowledge transfer, and sustainability

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