Teaching Computational Thinking
An Integrative Approach for Middle and High School Learning
A guide for educators to incorporate computational thinking—a set of cognitive skills applied to problem solving—into a broad range of subjects.
Computational thinking—a set of mental and cognitive tools applied to problem solving—is a fundamental skill that all of us (and not just computer scientists) draw on. Educators have found that computational thinking enhances learning across a range of subjects and reinforces students' abilities in reading, writing, and arithmetic. This book offers a guide for incorporating computational thinking into middle school and high school classrooms, presenting a series of activities, projects, and tasks that employ a range of pedagogical practices and cross a variety of content areas.
As students problem solve, communicate, persevere, work as a team, and learn from mistakes, they develop a concrete understanding of the abstract principles used in computer science to create code and other digital artifacts. The book guides students and teachers to integrate computer programming with visual art and geometry, generating abstract expressionist–style images; construct topological graphs that represent the relationships between characters in such literary works as Harry Potter and the Sorcerer's Stone and Romeo and Juliet; apply Newtonian physics to the creation of computer games; and locate, analyze, and present empirical data relevant to social and political issues. Finally, the book lists a variety of classroom resources, including the programming languages Scratch (free to all) and Codesters (free to teachers). An accompanying website contains the executable programs used in the book's activities.
The open access edition of this book was made possible by generous funding from Arcadia – a charitable fund of Lisbet Rausing and Peter Baldwin.
“A must-read for incorporating foundational concepts of computing across a range of class levels, learning styles, and disciplinary applications.”
Valerie Barr, Professor of Computer Science, Mount Holyoke College
“Teaching Computational Thinking offers a rich set of activities from multiple platforms and with physical manipulatives that provide opportunities to integrate computational thinking into K–12 classrooms.”
Leigh Ann DeLyser, Cofounder and Executive Director, CSforALL
“A clear and compelling presentation of computing's disciplinary ways of thinking. The book will provide teachers and students with a window into the rich tapestry of skills and practices of computational thought.”
Matti Tedre, Professor, University of Eastern Finland; author of Computational Thinking
Funding provided by: Arcadia Fund