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Big Data in the Psychological Sciences

Wilma A Bainbridge author

Format:Hardback

Publisher:Cambridge University Press

Published:23rd Oct '25

Currently unavailable, and unfortunately no date known when it will be back

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Big Data in the Psychological Sciences cover

A student-friendly guide to computational methods and Big Data in psychology.

Cutting-edge computational tools are leading to new discoveries about the human mind. However, these new methods can be intimidating for psychology students. This textbook demonstrates how Big Data is transforming psychology, in an approachable and engaging way, incorporating discussion of theory, application, and ethics.Cutting-edge computational tools like artificial intelligence, data scraping, and online experiments are leading to new discoveries about the human mind. However, these new methods can be intimidating. This textbook demonstrates how Big Data is transforming the field of psychology, in an approachable and engaging way that is geared toward undergraduate students without any computational training. Each chapter covers a hot topic, such as social networks, smart devices, mobile apps, and computational linguistics. Students are introduced to the types of Big Data one can collect, the methods for analyzing such data, and the psychological theories we can address. Each chapter also includes discussion of real-world applications and ethical issues. Supplementary resources include an instructor manual with assignment questions and sample answers, figures and tables, and varied resources for students such as interactive class exercises, experiment demos, articles, and tools.

'From social media to sensors to AI, this book offers a brilliant tour of how the Big Data revolution is reshaping psychology. Accessible, inspiring, and grounded in real research problems, it walks students through everything from hands-on skills like web scraping, to big-picture theory testing, and even thoughtful discussions of ethics – all presented with incredible clarity by one of the field's most inspiring new voices.' Timothy Brady, University of California, San Diego
'Exceptionally timely and comprehensive, Bainbridge's textbook deserves a place in every curriculum for behavioral methods. The chapters – enhanced with interactive features and thought-provoking ethical questions – are so engaging that they make me want to teach the course. And whether or not you work with Big Data, this is essential reading for all.' Marvin M. Chun, Yale University
'Combining conceptual depth and accessible writing, Bainbridge offers a timely contribution with a comprehensive overview of the field, covering definitions of Big Data in psychology and expertly navigating its key sources, methods, and analytical approaches. It addresses foundational topics, such as neuroimaging tools and statistical techniques, as well as emerging and contemporary discussions, including natural language processing, the development of large language models, and their applications in psychological research. It will resonate with a wide audience, from curious undergraduates to seasoned researchers looking to deepen their understanding of Big Data and its potential to reshape the psychological sciences.' Nemanja Vaci, University of Sheffield

ISBN: 9781009343589

Dimensions: 254mm x 203mm x 16mm

Weight: 801g

264 pages