The DOI matches its Crossref record; 2 of the 2 references it cites were found in a registry or an index.
Computational Thinking in K–12: A Review of the State of the Field
Abstract
Jeannette Wing’s influential article on computational thinking 6 years ago argued for adding this new competency to every child’s analytical ability as a vital ingredient of science, technology, engineering, and mathematics (STEM) learning. What is computational thinking? Why did this article resonate with so many and serve as a rallying cry for educators, education researchers, and policy makers? How have they interpreted Wing’s definition, and what advances have been made since Wing’s article was published? This article frames the current state of discourse on computational thinking in K–12 education by examining mostly recently published academic literature that uses Wing’s article as a springboard, identifies gaps in research, and articulates priorities for future inquiries.
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Citations
Cites
Wing, J. M. (2006) · Communications of the ACM · doi:10.1145/1118178.1118215 · Cited by 8,102
Barr, V., & Stephenson, C. (2011) · ACM Inroads · doi:10.1145/1929887.1929905 · Cited by 1,692
Research works printed but not linked: 37
- 10.1093/comjnl/bxs074 · DOI · Paper page
- 10.4018/ijgbl.2011040105 · DOI · Paper page
- Blikstein P., 2010, Proceedings of the 9th International Conference of the Learning Sciences, 128
- 10.1037/0022-0663.76.6.1051 · doi:10.1037/0022-0663.76.6.1051 · Paper page
- 10.1145/1721933.1721934 · DOI
- 10.1145/1610252.1610265 · DOI
- 10.7551/mitpress/1786.001.0001 · DOI · Paper page
- Fadjo C. L., 2009, Paper presented at the World Conference on Educational Multimedia, Hypermedia & Telecommunications
- Fields D. A., 2012, Proceedings of the 43rd SIGCSE Technical Symposium on Computer Science Education
- Grover S., 2011, Paper presented at the annual meeting of the American Educational Research Association
- 10.1145/1378704.1378713 · DOI · Paper page
- Han Koh K., 2010, Proceedings of the 2010 Conference on Visual Languages and Human Centric Computing (VL/HCC 2010), 59
- 10.1080/1049482900010102 · DOI · Paper page
- 10.1145/1227310.1227378 · DOI
- Holbert N. R., 2011, Paper presented at the annual meeting of the American Educational Research Association
- 10.1016/S0360-1315(97)00036-5 · DOI
- 10.1109/C-M.1977.217672 · DOI · Paper page
- 10.1016/0010-0285(88)90004-7 · DOI · Paper page
- 10.2190/BKML-B1QV-KDN4-8ULH · DOI · Paper page
- 10.1145/1929887.1929902 · DOI · Paper page
- 10.1145/1352135.1352260 · DOI · Paper page
- Margolis J., 2002, Unlocking the clubhouse: Women in computing
- 10.1111/j.1365-2729.2006.00182.x · DOI
- Metcalf J. S., 2000, Innovations in science and mathematics education, 77
- National Research Council, 2010, Committee for the Workshops on Computational Thinking: Report of a workshop on the scope and nature of computational thinking
- National Research Council, 2011, Committee for the Workshops on Computational Thinking: Report of a workshop of pedagogical aspects of computational thinking
- National Research Council, 2012, A framework for K–12 science education: Practices, crosscutting concepts, and core ideas
- 10.1006/ijhc.2000.0410 · DOI · Paper page
- Papert S., 1980, Mindstorms: Children, computers, and powerful ideas
- Papert S., 1991, Constructionism, 1
- 10.1016/0732-118X(84)90018-7 · DOI · Paper page
- Pea R. D., 1987, Focus on Learning Problems in Mathematics, 9, 5
- 10.1145/1734263.1734357 · DOI · Paper page
- Simon B., 2007, Paper presented at the Second International Workshop on Computing Education Research
- 10.1145/2157136.2157200 · DOI · Paper page
- 10.1145/1735223.1735235 · doi:10.1145/1735223.1735235
- 10.1145/3414583 · DOI · Paper page
Cited by
Demystifying computational thinking
Shute, V. J., Sun, C., & Asbell-Clarke, J. (2017) · Educational Research Review · doi:10.1016/j.edurev.2017.09.003 · Cited by 1,466
Lye, S. Y., & Koh, J. H. L. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2014.09.012 · Cited by 1,421
Hsu, T.-C., Chang, S.-C., & Hung, Y.-T. (2018) · Computers & Education · doi:10.1016/j.compedu.2018.07.004 · Cited by 788
The Promise of the Maker Movement for Education
Martin, L. (2015) · Journal of Pre-College Engineering Education Research (J-PEER) · doi:10.7771/2157-9288.1099 · Cited by 775
Assessing computational thinking: A systematic review of empirical studies
Tang, X., Yin, Y., Lin, Q., Hadad, R., & Zhai, X. (2020) · Computers & Education · doi:10.1016/j.compedu.2019.103798 · Cited by 647
Metadata
- Authors
- Grover, S., & Pea, R.
- Venue
- Educational Researcher
- Published
- 2013-01
- Volume
- 42
- Issue
- 1
- Pages
- 38-43
- ISSN
- 0013-189X (ISSN-L)
- 1935-102X
- OpenAlex
- W2100029531
- Cited by
- 2,513
- References
- 2
- FWCI
- 95.95
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- journals.sagepub.com/page/policies/text-and-data-mining-license (tdm)
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Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.