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Computational Thinking in Education

A Pedagogical Perspective
, Ulf Dalvad Berthelsen , local 
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Computational Thinking in EducationComputational 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.
Von Klappentext im Buch Computational Thinking in Education (2021)

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Personen
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Harold Abelson , T. Andrew Binkowski , Jodi Asbell-Clarke , James Atlas , Helen Beetham , Tim Bell , Marina Umaschi Bers , Ulf Dalvad Berthelsen , Maxwell Bigman , Paulo Blikstein , Stefania Bocconi , Karen Brennan , Joan Buttram , Shannon Campe , Secil Caskurlu , Augusto Chioccariello , Damon Chizuru Kawamoto , Beverly Clarke , Debra Coffey , D. E. Comer , Steve Cooper , Paul Curzon , Amanda Czik , Jill Denner , Peter Denning , Giuliana Dettori , Andrea diSessa , Kyle Dunbar , Evelyn Eastmond , Allison Elliott Tew , Katja Engelhardt , Nathan L. Ensmenger , Mike Fellows , Anusca Ferrari , Sally Fincher , Louise P. Flannery , Brendan Foreman , Diana Franklin , Gerald Futschek , Ria Galanos , Adele Goldberg , Jon Good , Leila Goosen , Sarah Gretter , David Gries , Shuchi Grover , Mark Guzdial , Susanne E. Hambrusch , Idit Harel , Terry Harvey , Fredrik Heintz , Charles B. Hodges , Robert E. Horn , Simon Humphreys , Nicholas Jackiw , Yasmin B. Kafai , Alan Kay , Elizabeth R. Kazakoff , Matthew J. Koehler , Siu Cheung Kong , John T. Korb , Anna Beata Kwiatkowska , Robert Kwok-yiu Li , Alexis Little , Patrik Lundh , John Maloney , John H. Maloney , Linda Mannila , Chris Mayfield , Tamika McLean , Peter W. McOwan , Laura R. Meagher , Elsa Mentz , Amon Millner , Punya Mishra , Andrés Monroy-Hernández , Cheryl Moran , Jesús Moreno-León , Briana B. Morrison , Julia Moschitz , Chrystalla Mouza , Michael C. Mulder , Bahare Naimipour , Lijun Ni , Seymour Papert , Miranda C. Parker , Roy Pea , Kylie A. Peppler , Marian Petre , Nicola Plant , Lori L. Pollock , Chris Proctor , Mitchel Resnick , Peter J. Rich , Kathryn M. Rich , Gregorio Robles , Eric Rosenbaum , Natalie Rusk , Jean Salac , Rafi Santo , Linda M. Seiter , Rhona Sharpe , Josh Sheldon , Tamara Shreiner , L. Shulman , Valerie J. Shute , Jay Silver , Brian Silverman , Cynthia Solomon , Carla Strickland , Chen Sun , Maciej M. Syslo , Matti Tedre , Allen B. Tucker , Alan Turing , A. Joe Turner , J. L. van der Walt , David Weintrop , Linda L. Werner , Uri Wilensky , Jeannette M. Wing , Terry Winograd , Ian H. Witten , Aman Yadav , Paul R. Young , Ninger Zhou

Begriffe
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Bildungeducation (Bildung) , computational thinkingcomputational thinking , Computercomputer , Content KnowledgeContent Knowledge , Curriculum / Lehrplancurriculum , Demokratiedemocracy , Denkenthinking , design thinking , Gesellschaftsociety , Informatikcomputer science , Informatik-Didaktikdidactics of computer science , Informatik-Unterricht (Fachinformatik)Computer Science Education , Informatikunterricht in der Schule , Journalismus , LehrerInteacher , LehrerInnen-Bildungteacher training , Lernenlearning , Motivationmotivation , Pedagogical Content Knowledge (PCK)Pedagogical Content Knowledge , Philosophiephilosophy , Primarschule (1-6) / Grundschule (1-4)primary school , Problemlösefähigkeitproblem solving skills , Programmierenprogramming , Programmiersprachenprogramming languages , Schuleschool , ScratchJr , universal design for learning /UDL) , UsabilityUsability
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Bücher
Jahr  Umschlag Titel Abrufe IBOBKBLB
local  The Computer Boys Take Over (Nathan L. Ensmenger) 2, 11, 3, 1, 6, 3, 1, 3, 7, 6, 10, 16 13 10 16 531
1980   The Computer in the School (Robert Taylor) 1, 9, 2, 8, 5, 2, 1, 7, 8, 7, 7, 15 23 25 15 646
1982 local web  Mindstorms (Seymour Papert) 7, 19, 8, 13, 12, 5, 18, 9, 25, 4, 9, 24 351 47 24 6001
1986 local  Turtle geometry (Harold Abelson, Andrea diSessa) 1, 6, 4, 7, 5, 4, 2, 3, 11, 2, 6, 24 17 7 24 502
1988  local  Studying the Novice Programmer (Elliot Soloway, Jim Spohrer) 5, 10, 4, 8, 11, 8, 3, 6, 11, 6, 9, 27 66 52 27 619
1988 SIGCSE 1988 (Herbert L. Dershem) 7, 2, 5, 2, 5, 2, 7, 4, 3, 2, 11, 12 2 164 12 370
1990 Constructionism (Idit Harel, Seymour Papert) 2, 10, 1, 10, 5, 4, 2, 6, 11, 7, 7, 30 130 51 30 1641
1994  local  Turtles, Termites, and Traffic Jams (Mitchel Resnick) 2, 11, 2, 10, 12, 3, 5, 4, 12, 5, 8, 10 19 71 10 2719
1996 Bringing Design to Software (Terry Winograd) 1, 9, 3, 5, 4, 4, 1, 6, 11, 2, 10, 16 10 24 16 1827
1998 Visual language (Robert E. Horn) 1, 9, 2, 4, 5, 4, 2, 5, 12, 5, 8, 16 13 17 16 855
2001 Multimedia (Randall Packer, Ken Jordan) 2, 16, 4, 12, 15, 12, 8, 5, 16, 13, 10, 16 148 65 16 3181
2001 local  Changing Minds (Andrea diSessa) 6, 10, 3, 1, 5, 6, 2, 5, 13, 7, 9, 16 35 8 16 1568
2003  local  The New Media Reader (Noah Wardrip-Fruin, Nick Montfort) 4, 19, 3, 11, 9, 7, 8, 7, 18, 12, 7, 25 270 140 25 5238
2004 Computer Science Education Research (Sally Fincher, Marian Petre) 2, 11, 2, 6, 9, 3, 4, 4, 11, 4, 7, 15 22 42 15 555
2006 local web  Computer Science Unplugged (Tim Bell, Ian H. Witten, Mike Fellows) 3, 13, 7, 11, 8, 7, 6, 10, 15, 7, 11, 23 70 35 23 1756
2007 local  Rethinking Pedagogy for a Digital Age (Helen Beetham, Rhona Sharpe) 1, 6, 2, 1, 5, 1, 2, 7, 8, 3, 6, 11 11 5 11 493
2007   Creating a Science of Games1, 8, 3, 7, 6, 4, 3, 6, 8, 5, 10, 16 29 43 16 1058
2008 Computer Science Education 4/20084, 6, 3, 3, 3, 3, 1, 7, 3, 2, 11, 13 4 12 13 437
2008 SIGCSE 2008 (J. D. Dougherty, Susan H. Rodger, Sue Fitzgerald, Mark Guzdial) 1, 11, 1, 8, 5, 4, 4, 9, 9, 6, 6, 10 32 348 10 485
2011 local  Informatics in Schools (Ivan Kalas, Roland Mittermeir) 1, 8, 2, 7, 10, 6, 4, 4, 10, 4, 14, 18 20 149 18 1003
2011 SIGCSE 2011 (Thomas J. Cortina, Ellen Lowenfeld Walker, Laurie A. Smith King, David R. Musicant) 1, 10, 3, 8, 3, 4, 1, 6, 8, 5, 13, 10 32 316 10 441
2012 SIGCSE 2012 (Laurie A. Smith King, David R. Musicant, Tracy Camp, Paul T. Tymann) 2, 18, 4, 15, 12, 8, 8, 11, 15, 7, 13, 21 49 614 21 668
2013 ICER 2013 (Beth Simon, Alison Clear, Quintin I. Cutts) 2, 7, 3, 5, 13, 8, 2, 7, 9, 9, 7, 12 55 134 12 620
2014 local  The Science of Computing (Matti Tedre) 3, 11, 2, 4, 5, 4, 1, 3, 10, 5, 9, 17 7 16 17 364
2014 WiPSCE 2014 (Carsten Schulte, Michael E. Caspersen, Judith Gal-Ezer) 3, 12, 2, 10, 8, 6, 4, 7, 13, 7, 6, 18 69 265 18 897
2015 SIGCSE 2015 (Adrienne Decker, Kurt Eiselt, Carl Alphonce, Jodi Tims) 18, 16, 13, 16, 17, 6, 6, 7, 4, 1, 1, 5 49 933 0 198
2015 Proceedings of the Workshop in Primary and Secondary Computing Education, WiPSCE 2015, London, United Kingdom, November 9-11, 2015 (Judith Gal-Ezer, Sue Sentance, Jan Vahrenhold) 4, 11, 2, 8, 13, 6, 3, 8, 13, 4, 10, 25 57 254 25 679
2015 local web  ISSEP 2015 (Andrej Brodnik, Jan Vahrenhold) 2, 9, 2, 7, 6, 5, 2, 4, 9, 10, 10, 12 25 164 12 752
2015 ICER 2015 (Brian Dorn, Judy Sheard, Quintin I. Cutts) 3, 12, 4, 7, 10, 11, 6, 7, 16, 5, 12, 25 57 231 25 720
2015 local web  Learner-Centered Design of Computing Education (Mark Guzdial) 3, 13, 2, 10, 10, 7, 3, 10, 11, 7, 7, 18 19 107 18 839
2016 local web  Developing Computational Thinking in Compulsory Education (Stefania Bocconi, Augusto Chioccariello, Giuliana Dettori, Anusca Ferrari, Katja Engelhardt) 1, 7, 3, 4, 5, 2, 3, 5, 11, 5, 8, 24 17 27 24 522
2017 local web  Emerging Research, Practice, and Policy on Computational Thinking (Peter J. Rich, Charles B. Hodges) 6, 9, 3, 7, 6, 4, 6, 3, 14, 4, 7, 11 24 203 11 623
2017 SIGCSE 2017 (Michael E. Caspersen, Stephen H. Edwards, Tiffany Barnes, Daniel D. Garcia) 4, 13, 1, 9, 12, 5, 6, 9, 9, 8, 5, 16 42 722 16 656
2017 local web  International Conference on Computational Thinking Education (Siu Cheung Kong, Josh Sheldon, Robert Kwok-yiu Li) 3, 9, 2, 4, 4, 2, 2, 4, 10, 3, 7, 15 8 20 15 432
2017 local  Computer Science Teacher (Beverly Clarke) 5, 7, 3, 6, 3, 4, 2, 6, 6, 2, 10, 11 4 9 11 224
2017 ICER 2017 (Josh Tenenberg, Donald Chinn, Judy Sheard, Lauri Malmi) 3, 10, 2, 8, 10, 3, 2, 12, 6, 16, 5, 13 42 211 13 644
2017 Proceedings of the 12th Workshop on Primary and Secondary Computing Education, WiPSCE 2017, Nijmegen, The Netherlands, November 8-10, 2017 (Erik Barendsen, Peter Hubwieser) 1, 10, 2, 7, 9, 5, 3, 4, 9, 8, 1, 13 44 66 13 531
2018 local web  SIGCSE 2018 (Tiffany Barnes, Daniel D. Garcia, Elizabeth K. Hawthorne, Manuel A. Pérez-Quiñones) 5, 20, 5, 12, 10, 11, 5, 5, 14, 21, 9, 14 35 1084 14 766
2018  local  Computer Science Education (Sue Sentance, Erik Barendsen, Carsten Schulte) 4, 9, 3, 7, 6, 1, 7, 4, 10, 12, 19, 14 23 83 14 765
2019 SIGCSE 2019 (Elizabeth K. Hawthorne, Manuel A. Pérez-Quiñones, Sarah Heckman, Jian Zhang 0036) 1, 13, 2, 9, 11, 12, 7, 10, 14, 5, 7, 21 37 262 21 740
2019  local  Computational Thinking (Peter Denning, Matti Tedre) 2, 11, 3, 4, 7, 3, 2, 5, 9, 7, 7, 12 7 54 12 990
2019 ICER 2019 (Robert McCartney, Andrew Petersen, Anthony V. Robins, Adon Moskal) 4, 8, 5, 8, 12, 15, 7, 9, 16, 4, 12, 15 27 271 15 699
2021 local  Ideas That Created the Future (Harry Lewis) 3, 16, 2, 14, 11, 9, 6, 7, 19, 10, 9, 14 340 115 14 401
2021 local  Computational Thinking in Education (Aman Yadav, Ulf Dalvad Berthelsen) 3, 13, 2, 4, 9, 3, 3, 5, 6, 4, 7, 18 13 143 18 359
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Texte
Jahr  Umschlag Titel Abrufe IBOBKBLB
1936 On Computable Numbers, with an Application to the Entscheidungsproblem (Alan Turing) 3, 6, 2, 3, 4, 6, 2, 4, 12, 4, 5, 10 53 3 10 2684
1971 local web  Twenty Things To Do With A Computer (Seymour Papert, Cynthia Solomon) 1, 11, 2, 4, 6, 3, 3, 4, 3, 4, 3, 11 8 9 11 428
1972 local web  Teaching Children To Be Mathematicians Versus Teaching About Mathematics (Seymour Papert) 1, 8, 2, 7, 5, 3, 1, 6, 7, 4, 4, 12 7 8 12 463
1977 local  Personal Dynamic Media (Alan Kay, Adele Goldberg) 1, 7, 3, 6, 8, 3, 2, 4, 9, 6, 6, 11 37 15 11 2122
1986 local web  Those who understand (L. Shulman) 10, 3, 12, 9, 14, 4, 9, 9, 9, 5, 6, 10 131 7 10 1706
1987 local web  Knowledge and teaching (L. Shulman) 1, 6, 2, 5, 10, 11, 8, 6, 8, 6, 10, 14 62 5 14 684
1989 local web  Computing as a Discipline (Peter Denning, D. E. Comer, David Gries, Michael C. Mulder, Allen B. Tucker, A. Joe Turner, Paul R. Young) 1, 8, 2, 7, 3, 3, 1, 3, 8, 6, 8, 13 26 9 13 509
1990 local web  Situating Constructionism (Seymour Papert, Idit Harel) 2, 9, 3, 4, 6, 4, 6, 2, 13, 4, 15, 14 59 11 14 1015
2003 local web  Great principles of computing (Peter Denning) 1, 12, 3, 10, 9, 6, 12, 3, 12, 6, 12, 12 49 25 12 1107
2006 local web  Computational Thinking (Jeannette M. Wing) 6, 14, 5, 15, 11, 8, 18, 25, 19, 23, 10, 15 202 21 15 1419
2006 local  Technological Pedagogical Content Knowledge (Punya Mishra, Matthew J. Koehler) 7, 16, 2, 12, 13, 7, 5, 12, 14, 4, 18, 18 115 30 18 1147
2007 local web  Computing is a Natural Science (Peter Denning) 1, 13, 5, 9, 8, 7, 15, 4, 11, 7, 11, 17 17 24 17 1114
2008 local web  The effect of incorporating cooperative learning principles in pair programming for student teachers (Elsa Mentz, J. L. van der Walt, Leila Goosen) 1, 3, 3, 1, 6, 3, 5, 5, 5, 4, 4, 11 1 6 11 291
2008 local web  Programming by choice (John H. Maloney, Kylie A. Peppler, Yasmin B. Kafai, Mitchel Resnick, Natalie Rusk) 13 4 0 0
2009 local web  Scratch: Programming for All (Mitchel Resnick, John Maloney, Andrés Monroy-Hernández, Natalie Rusk, Evelyn Eastmond, Karen Brennan, Amon Millner, Eric Rosenbaum, Jay Silver, Brian Silverman, Yasmin B. Kafai) 6, 12, 4, 3, 9, 6, 6, 6, 7, 5, 8, 13 89 29 13 1089
2011 Learning Algorithmic Thinking with Tangible Objects Eases Transition to Computer Programming (Gerald Futschek, Julia Moschitz) 4 6 0 0
2011 local web  Building a community to support HS CS teachers (Lijun Ni, Mark Guzdial, Allison Elliott Tew, Briana B. Morrison, Ria Galanos) 5 5 0 0
2011 local web  Introducing computational thinking in education courses (Aman Yadav, Ninger Zhou, Chris Mayfield, Susanne E. Hambrusch, John T. Korb) 7 4 0 0
2012 local web  The fairy performance assessment (Linda L. Werner, Jill Denner, Shannon Campe, Damon Chizuru Kawamoto) 8 7 0 0
2013 local web  Human-Centered Computing (Mark Guzdial) 1, 4, 2, 1, 2, 4, 2, 3, 8, 3, 14, 11 2 11 11 399
2013 local web  Modeling the learning progressions of computational thinking of primary grade students (Linda M. Seiter, Brendan Foreman) 1, 5, 3, 2, 6, 4, 2, 2, 8, 6, 6, 28 18 7 28 373
2014 local web  Computational thinking and tinkering (Marina Umaschi Bers, Louise P. Flannery, Elizabeth R. Kazakoff) 4, 9, 3, 2, 5, 6, 3, 4, 9, 4, 7, 14 14 20 14 627
2014 Introducing teachers to computational thinking using unplugged storytelling (Paul Curzon, Peter W. McOwan, Nicola Plant, Laura R. Meagher) 5 6 0 0
2015 local web  Introducing a New Computer Science Curriculum for All School Levels in Poland (Maciej M. Sysło, Anna Beata Kwiatkowska) 2, 4, 2, 1, 2, 2, 3, 4, 9, 5, 7, 10 7 9 10 265
2015 local web  Using Commutative Assessments to Compare Conceptual Understanding in Blocks-based and Text-based Programs (David Weintrop, Uri Wilensky) 4, 8, 3, 5, 8, 1, 4, 2, 13, 3, 7, 13 16 25 13 485
2015 local web  Dr. Scratch (Jesús Moreno-León, Gregorio Robles) 2, 6, 3, 2, 5, 3, 5, 4, 7, 3, 6, 16 14 11 16 401
2015 local web  Challenges of a Computer Science Classroom (Aman Yadav, Sarah Gretter, Susanne E. Hambrusch) 2 5 0 0
2015 local web  Field Experiences in Teaching Computer Science (Lori L. Pollock, Chrystalla Mouza, James Atlas, Terry Harvey) 1 1 0 0
2017 local web  Computational Thinking in Teacher Education (Aman Yadav, Sarah Gretter, Jon Good, Tamika McLean) 1, 9, 2, 1, 4, 6, 3, 3, 10, 3, 11, 20 8 16 20 418
2017 local web  Assessing Algorithmic and Computational Thinking in K-12 (Shuchi Grover) 1, 9, 2, 2, 5, 2, 3, 7, 6, 2, 6, 15 4 10 15 331
2017 local web  Fostering Creativity through Computing (Aman Yadav, Steve Cooper) 5, 4, 5, 4, 4, 4, 4, 7, 7, 6, 11, 15 2 11 15 391
2017 local web  Remaining Trouble Spots with Computational Thinking (Peter Denning) 3, 9, 2, 10, 21, 16, 10, 10, 12, 7, 8, 14 14 34 14 535
2017 local web  Demystifying computational thinking (Valerie J. Shute, Chen Sun, Jodi Asbell-Clarke) 2, 12, 3, 3, 6, 7, 2, 3, 12, 3, 13, 15 17 32 15 447
2017 local web  K-8 Learning Trajectories Derived from Research Literature (Kathryn M. Rich, Carla Strickland, T. Andrew Binkowski, Cheryl Moran, Diana Franklin) 1, 9, 3, 3, 4, 3, 3, 5, 8, 3, 4, 17 11 8 17 274
2017 local web  From Professional Development to the Classroom (Lori L. Pollock, Chrystalla Mouza, Amanda Czik, Alexis Little, Debra Coffey, Joan Buttram) 1 11 0 0
2017 local web  Computer Science Teacher Professional Development (Aman Yadav) 4 2 0 0
2017 local web  Computing At School (Simon Humphreys) 3 1 0 0
2018 local web  Computational Thinking for All (Fredrik Heintz, Linda Mannila) 2 9 0 0
2018 local  Computational Thinking (Shuchi Grover, Roy Pea) 2, 11, 7, 5, 5, 4, 6, 2, 5, 7, 7, 12 3 18 12 475
2019 local web  Concepts before coding (Shuchi Grover, Nicholas Jackiw, Patrik Lundh) 1, 7, 3, 2, 6, 3, 3, 5, 8, 2, 10, 13 5 15 13 437
2019 local web  A Statewide Quantitative Analysis of Computer Science (Miranda C. Parker, Mark Guzdial) 1 1 0 0
2019 local web  Helping Social Studies Teachers to Design Learning Experiences Around Data (Bahare Naimipour, Mark Guzdial, Tamara Shreiner) 7, 6, 2, 4, 3, 1, 4, 4, 5, 4, 9, 16 1 7 16 255
2019 local web  Defining and Designing Computer Science Education in a K12 Public School District (Chris Proctor, Maxwell Bigman, Paulo Blikstein) 2 6 0 0
2020 local web  If They Build It, Will They Understand It? (Jean Salac, Diana Franklin) 1, 5, 3, 2, 7, 1, 4, 3, 5, 6, 6, 11 5 11 11 237
2021 Professional Development as a Bridge between Teacher Competencies and Computational Thinking Integration (Secil Caskurlu, Aman Yadav, Kyle Dunbar, Rafi Santo) 3, 6, 2, 3, 6, 1, 4, 3, 6, 5, 5, 10 2 16 10 177
2021 Integrating Computing through Task-Specific Programming for Disciplinary Relevance (Mark Guzdial, Tamara Shreiner) 6, 4, 2, 2, 3, 4, 4, 3, 7, 3, 6, 9 1 14 9 159

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