1st Edition

Computational Thinking in Education A Pedagogical Perspective

Edited By Aman Yadav, Ulf Berthelsen Copyright 2022
    236 Pages 39 B/W Illustrations
    by Routledge

    236 Pages 39 B/W Illustrations
    by Routledge

    Computational Thinking in Education explores the relevance of computational thinking in primary and secondary education.

    As today’s school-aged students prepare to live and work in a thoroughly digitized world, computer science is providing a wealth of new learning concepts and opportunities across domains. This book offers a comprehensive overview of computational thinking, its history, implications for equity and inclusion, analyses of competencies in practice, and integration into learning, instruction, and assessment through scaffolded teacher education.

    Computer science education faculty and pre- and in-service educators will find a fresh pedagogical approach to computational thinking in primary and secondary classrooms.


    1 Computational Thinking: A Professional and Historical Perspective
    Matti Tedre & Peter J. Denning

    2 Computational Thinking Today
    Shuchi Grover

    3 A Computational Thinking Integration Model for Primary and Secondary Classrooms
    Steven Azeka & Aman Yadav

    4 Democracy and Computation: A Normative Perspective on the Magic of the New Millennium
    Ulf Dalvad Berthelsen & Carsten Fogh Nielsen

    5 Computational Thinking as Subject Matter: As an Independent Subject or Integrated across Subjects?
    Morten Tannert, Rasmus Fink Lorentzen, and Ulf Dalvad Berthelsen

    6 Assessment of Computational Thinking
    David Weintrop, Daisy Rutstein, Marie Bienkowski, and Steven McGee

    7 Ethnocomputing and Computational Thinking
    Michael Lachney, Briana Green, Madison C. Allen, and Lakisha Foy

    8 Professional Development as a Bridge between Teacher Competencies and Computational Thinking Integration
    Secil Caskurlu, Aman Yadav, Kyle Dunbar, and Rafi Santo

    9 Preparing the Next Generation of Teachers: Revamping Teacher Education for the 21st Century
    Anne Leftwich, Aman Yadav, and Chrystalla Mouza

    10 Integrating Computing through Task-Specific Programming for Disciplinary Relevance: Considerations and Examples
    Mark Guzdial & Tamara Shreiner

    11 Computational Thinking as District Strategy: Moving the CS vs CT Debate from the Ivory Tower to the Schoolhouse
    Rafi Santo, June Ahn, and Leigh Ann DeLyser


    Aman Yadav is a Professor of Educational Psychology and Educational Technology in the College of Education at Michigan State University, USA.

    Ulf Dalvad Berthelsen is an Associate Professor in the School of Communication and Culture at Aarhus University, Denmark.

    "As computational thinking becomes part of compulsory education, school systems will be considering how it fits into the system as a whole. This book uniquely offers a system-wide view of computational thinking, from preparing teachers to choosing computational thinking instruction to implementing a district strategy. It provides an excellent opportunity to learn from top educators and researchers in the field about their perspectives of the implementation and future of computational thinking."
    Lauren Margulieux, Assistant Professor and Computer Science Endorsement Director at Georgia State University, USA

    "As computer science education moves into school classrooms around the globe, this book addresses central questions of what computational thinking should mean in K-12 education. The contributing chapters address critical issues in district initiatives, teacher professional development, student assessment, and subject matter integration."
    Yasmin B. Kafai, Lori and Michael Milken President’s Distinguished Professor at University of Pennsylvania, USA

    "Currently, the prevailing belief in most countries is that a compulsory education in computer science is indispensable for all children and young people in order to enable them to lead autonomous, self-determined and responsible lives in the information society. Computational thinking represents the currently best-known and most widely accepted didactical approach to this end. This book finally offers a comprehensive analysis of the pedagogical aspects of this approach, which is urgently needed for implementation in schools. It is a must-read for all researchers and practitioners who are serious about computational thinking."
    Peter Hubwieser, Professor for Computer Science Education at the Technical University of Munich, Germany

    "This is a great, essential book for a field that is both fresh and long-established. Some of itsauthors are among the world's most esteemed researchers in the field, and others are emerging with exiting new ideas. The book addresses a wealth of very important issues, from questions about the raison d'etre altogether of teaching computational thinking to innovative considerations of hard-nosed problems of how to prepare pre- and in-service teachers for the task. I highly recommend this book to everyone interested in the broad field of technology in education."
    Jeppe Bundsgaard, Professor of Education in the Danish School of Education at Aarhus University, Denmark