Integrating Computational Thinking into Primary and Lower Secondary Education: A Systematic Review
In recent years, many countries have introduced Computational Thinking (CT) concepts into compulsory education as part of general curriculum reform efforts. A systematic review of academic and grey literature has been conducted to analyse the state of the art in implementing CT in primary and second...
Saved in:
Published in | Educational Technology & Society Vol. 26; no. 2; pp. 99 - 117 |
---|---|
Main Authors | , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Palmerston North
International Forum of Educational Technology & Society
01.04.2023
International Forum of Educational Technology & Society, National Taiwan Normal University, Taiwan International Forum of Educational Technology & Society |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | In recent years, many countries have introduced Computational Thinking (CT) concepts into compulsory education as part of general curriculum reform efforts. A systematic review of academic and grey literature has been conducted to analyse the state of the art in implementing CT in primary and secondary education. In total, 1977 publications were identified, out of which 98 met the inclusion criteria for the review. The results show that, despite a lack of consensus on a common definition, a core set of key CT skills is addressed in primary and lower secondary education. Implementation approaches that emerged from the analysis are discussed and presented according to the European Commission's Joint Research Centre (2016) classification: (i) embedding CT across the curriculum as a transversal theme/skill set; (ii) integrating CT as a separate subject; and (iii) incorporating CT skills within other subjects such as Mathematics and Technology. New approaches to formative assessment of CT are emerging, reflecting different conceptualisations and differences in contextual and motivational aspects of CT curriculum integration. However, further investigation is needed to understand better how gender/equity/inclusion issues impact the quality of computing education integration. |
---|---|
AbstractList | In recent years, many countries have introduced Computational Thinking (CT) concepts into compulsory education as part of general curriculum reform efforts. A systematic review of academic and grey literature has been conducted to analyse the state of the art in implementing CT in primary and secondary education. In total, 1977 publications were identified, out of which 98 met the inclusion criteria for the review. The results show that, despite a lack of consensus on a common definition, a core set of key CT skills is addressed in primary and lower secondary education. Implementation approaches that emerged from the analysis are discussed and presented according to the European Commission’s Joint Research Centre (2016) classification: (i) embedding CT across the curriculum as a transversal theme/skill set; (ii) integrating CT as a separate subject; and (iii) incorporating CT skills within other subjects such as Mathematics and Technology. New approaches to formative assessment of CT are emerging, reflecting different conceptualisations and differences in contextual and motivational aspects of CT curriculum integration. However, further investigation is needed to understand better how gender/equity/inclusion issues impact the quality of computing education integration. In recent years, many countries have introduced Computational Thinking (CT) concepts into compulsory education as part of general curriculum reform efforts. A systematic review of academic and grey literature has been conducted to analyse the state of the art in implementing CT in primary and secondary education. In total, 1977 publications were identified, out of which 98 met the inclusion criteria for the review. The results show that, despite a lack of consensus on a common definition, a core set of key CT skills is addressed in primary and lower secondary education. Implementation approaches that emerged from the analysis are discussed and presented according to the European Commission's Joint Research Centre (2016) classification: (i) embedding CT across the curriculum as a transversal theme/skill set; (ii) integrating CT as a separate subject; and (iii) incorporating CT skills within other subjects such as Mathematics and Technology. New approaches to formative assessment of CT are emerging, reflecting different conceptualisations and differences in contextual and motivational aspects of CT curriculum integration. However, further investigation is needed to understand better how gender/equity/inclusion issues impact the quality of computing education integration. Keywords: Computational thinking, Computer Science education, Compulsory education, CT skills |
Audience | Elementary Education Secondary Education Academic |
Author | Gabrielė Stupurienė Chiara Malagoli Katja Engelhardt Vaida Masiulionytė-Dagienė Panagiotis Kampylis Milena Horvath Jeffrey Earp Valentina Dagienė Eglė Jasutė Stefania Bocconi Augusto Chioccariello |
Author_xml | – sequence: 1 givenname: Panagiotis surname: Kampylis fullname: Kampylis, Panagiotis – sequence: 2 givenname: Valentina surname: Dagienė fullname: Dagienė, Valentina – sequence: 3 givenname: Stefania surname: Bocconi fullname: Bocconi, Stefania – sequence: 4 givenname: Augusto surname: Chioccariello fullname: Chioccariello, Augusto – sequence: 5 givenname: Katja surname: Engelhardt fullname: Engelhardt, Katja – sequence: 6 givenname: Gabrielė surname: Stupurienė fullname: Stupurienė, Gabrielė – sequence: 7 givenname: Vaida surname: Masiulionytė-Dagienė fullname: Masiulionytė-Dagienė, Vaida – sequence: 8 givenname: Eglė surname: Jasutė fullname: Jasutė, Eglė – sequence: 9 givenname: Chiara surname: Malagoli fullname: Malagoli, Chiara – sequence: 10 givenname: Milena surname: Horvath fullname: Horvath, Milena – sequence: 11 givenname: Jeffrey surname: Earp fullname: Earp, Jeffrey |
BackLink | http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1389938$$DView record in ERIC |
BookMark | eNptUsFuEzEQXaEi0RY-AbQSF3pIGNtjr5dbFAVIFZWKhLNlbG9wSNap16H07_F2q0aRkA-237x5mnl6F8VZG1pXFO8IjBmQmnycrZZjCpQBKio-0KsxAMgXxTlBJkbIKT3Lb1KJERNYvSouum4DQAEFnBc_521y66iTb9flNOz2h5TfodXbcvXLt7972LcplLfR73R8KHVry0W4d7FcOhNa22MzezCPXZ_KSbl86JLb5a8pv7s_3t2_Ll42etu5N0_3ZfHj82w1_TpafPsyn04WI41I08gwITQlmjVYW2pFbYEY4FWDmgtmCTRojWbAwVjuUHJeaUKaWnIBgsuaXRbzQdcGvVH7YV4VtFePQIhrpWMea-sUbxCzEFbZPnQNyAaZk86ABoHSYNZ6P2jtY7g7uC6pTTjE7EqnGIgakUhWHVlrnUV924QUtdn5zqhJhZzkEbFnjf_Dyse6nc8WusZn_KTh6qQhc5L7m9b60HVqvrw55b4duC5687z07JowWddMHuubLoX4TEBZUajr3rRqqGsfffLHNW9zoiihOVVA1c0QL6gACFPQ54v9A98wveQ |
ContentType | Journal Article |
Copyright | COPYRIGHT 2023 International Forum of Educational Technology & Society 2023. This work is published under https://creativecommons.org/licenses/by-nc-nd/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
Copyright_xml | – notice: COPYRIGHT 2023 International Forum of Educational Technology & Society – notice: 2023. This work is published under https://creativecommons.org/licenses/by-nc-nd/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
DBID | 188 7SW BJH BNH BNI BNJ BNO ERI PET REK WWN ISN 0-V 3V. 4U- 7XB 88B 8AL 8FE 8FG 8FK 8FQ 8FV 8G5 ABUWG AFKRA AHOVV ALSLI ARAPS AZQEC BENPR BGLVJ CCPQU CJNVE DWQXO GNUQQ GUQSH HCIFZ JQ2 K7- M0N M0P M2O MBDVC P5Z P62 PHGZM PHGZT PIMPY PKEHL PQEDU PQEST PQGLB PQQKQ PQUKI PRINS Q9U DOA |
DOI | 10.30191/ETS.202304_26(2).0008 |
DatabaseName | Chinese Electronic Periodical Services (CEPS)_2025 ERIC ERIC (Ovid) ERIC ERIC ERIC (Legacy Platform) ERIC( SilverPlatter ) ERIC ERIC PlusText (Legacy Platform) Education Resources Information Center (ERIC) ERIC Gale In Context: Canada ProQuest Social Sciences Premium Collection【Remote access available】 ProQuest Central (Corporate) University Readers ProQuest Central (purchase pre-March 2016) Education Database (Alumni) Computing Database (Alumni Edition) ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) (purchase pre-March 2016) Canadian Business & Current Affairs Database Canadian Business & Current Affairs Database (Alumni) ProQuest Research Library ProQuest Central (Alumni) ProQuest Central UK/Ireland Education Research Index ProQuest Social Science Premium Collection Advanced Technologies & Aerospace Collection ProQuest Central Essentials - QC ProQuest Central ProQuest Technology Collection ProQuest One Community College Education Collection ProQuest Central ProQuest Central Student ProQuest Research Library ProQuest SciTech Premium Collection ProQuest Computer Science Collection Computer Science Database Computing Database Education Database Research Library Research Library (Corporate) Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Premium ProQuest One Academic (New) Publicly Available Content Database ProQuest One Academic Middle East (New) ProQuest One Education ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China ProQuest Central Basic DOAJ Directory of Open Access Journals |
DatabaseTitle | ERIC Publicly Available Content Database ProQuest One Education University Readers Research Library Prep Computer Science Database ProQuest Central Student Technology Collection ProQuest One Academic Middle East (New) ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College Research Library (Alumni Edition) ProQuest Central China ProQuest Central CBCA Complete (Alumni Edition) ProQuest One Applied & Life Sciences ProQuest Central Korea CBCA Complete ProQuest Research Library ProQuest Central (New) Advanced Technologies & Aerospace Collection Social Science Premium Collection ProQuest Computing Education Collection ProQuest Central Basic ProQuest Education Journals ProQuest Computing (Alumni Edition) ProQuest One Academic Eastern Edition ProQuest Technology Collection ProQuest SciTech Collection Advanced Technologies & Aerospace Database ProQuest Social Sciences Premium Collection ProQuest One Academic UKI Edition ProQuest One Academic ProQuest Education Journals (Alumni Edition) ProQuest One Academic (New) ProQuest Central (Alumni) |
DatabaseTitleList | ERIC Publicly Available Content Database |
Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: ERI name: ERIC url: https://eric.ed.gov/ sourceTypes: Index Database – sequence: 3 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Education Computer Science |
EISSN | 1436-4522 |
ERIC | EJ1389938 |
EndPage | 117 |
ExternalDocumentID | oai_doaj_org_article_5f44050471914ef08f43e8ec0a0648c4 A745155747 EJ1389938 48720999 P20221223002_N202304070013_00008 |
GeographicLocations | Europe |
GeographicLocations_xml | – name: Europe |
GroupedDBID | -W8 0-V 0S8 188 29G 2UF 2WC 3V. 5GY 5VS 8FE 8FG 8FQ 8G5 AAFWJ AAGJD AAHSB AAKPC ABBHK ABCFB ABDBF ABIVO ABOPQ ABUWG ABXSQ ACGFO ACHQT ACUHS ADBBV ADDVE ADMLS ADNHR AEUPB AFDYH AFKRA AFPKN AINHJ ALMA_UNASSIGNED_HOLDINGS ALSLI ARALO ARAPS AZQEC BCNDV BENPR BGLVJ BPHCQ CCPQU CDVRH CJNVE CNMHZ DWQXO E3Z EAD EAP EAS EBS EDJ EJD EMK ESX FRA GNUQQ GROUPED_DOAJ GUQSH HCIFZ IAO IER IPSME ISE ISN ITC JAAYA JBMMH JENOY JHFFW JKQEH JLEZI JLXEF JPL JSODD JST K6V K7- M0N M0P M2O M3F M~E OK1 P2P P62 PIMPY PQEDU PQQKQ PROAC PV9 QF4 QM7 QN7 RNS RZL SA0 TR2 XH6 XSB OVT PHGZM PHGZT UZ2 .GO 7SW ADULT BJH BNH BNI BNJ BNO C1A ERI IPNFZ PET PQGLB PUEGO REK RIG WWN PMFND 4U- 7XB 8AL 8FK AHOVV JQ2 MBDVC PKEHL PQEST PQUKI PRINS Q9U |
ID | FETCH-LOGICAL-a442t-c366a21a3f49d2d69d01c057f4a563d10f4dca3050cd5e48557a11f9856065893 |
IEDL.DBID | BENPR |
ISSN | 1176-3647 1436-4522 |
IngestDate | Tue Aug 26 23:59:52 EDT 2025 Sat Aug 23 14:47:16 EDT 2025 Tue Jun 17 21:17:30 EDT 2025 Tue Jun 10 20:32:57 EDT 2025 Fri Jun 27 05:31:59 EDT 2025 Tue Sep 02 19:28:25 EDT 2025 Thu Jul 03 22:02:59 EDT 2025 Tue Feb 18 00:56:10 EST 2025 |
IsDoiOpenAccess | true |
IsOpenAccess | true |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 2 |
Keywords | Computational thinking CT skills Compulsory education Computer Science education |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-a442t-c366a21a3f49d2d69d01c057f4a563d10f4dca3050cd5e48557a11f9856065893 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
OpenAccessLink | https://www.proquest.com/docview/3069441837?pq-origsite=%requestingapplication% |
PQID | 3069441837 |
PQPubID | 1586335 |
PageCount | 19 |
ParticipantIDs | doaj_primary_oai_doaj_org_article_5f44050471914ef08f43e8ec0a0648c4 proquest_journals_3069441837 gale_infotracmisc_A745155747 gale_infotracacademiconefile_A745155747 gale_incontextgauss_ISN_A745155747 eric_primary_EJ1389938 jstor_primary_48720999 airiti_journals_P20221223002_N202304070013_00008 |
PublicationCentury | 2000 |
PublicationDate | 2023-04-01 |
PublicationDateYYYYMMDD | 2023-04-01 |
PublicationDate_xml | – month: 04 year: 2023 text: 2023-04-01 day: 01 |
PublicationDecade | 2020 |
PublicationPlace | Palmerston North |
PublicationPlace_xml | – name: Palmerston North |
PublicationTitle | Educational Technology & Society |
PublicationYear | 2023 |
Publisher | International Forum of Educational Technology & Society International Forum of Educational Technology & Society, National Taiwan Normal University, Taiwan International Forum of Educational Technology & Society |
Publisher_xml | – name: International Forum of Educational Technology & Society – name: International Forum of Educational Technology & Society, National Taiwan Normal University, Taiwan – name: International Forum of Educational Technology & Society |
SSID | ssj0020460 |
Score | 2.4098973 |
Snippet | In recent years, many countries have introduced Computational Thinking (CT) concepts into compulsory education as part of general curriculum reform efforts. A... |
SourceID | doaj proquest gale eric jstor airiti |
SourceType | Open Website Aggregation Database Index Database Publisher |
StartPage | 99 |
SubjectTerms | Compulsory Education Computation computational thinking Computer science Computer Science Education ct skills Curricula Curriculum Development Curriculum Evaluation Curriculum Implementation Education Educational Change Elementary school curriculum Elementary School Students Equal Education Evaluation Formative Evaluation Gender Differences High schools Integrated Curriculum Literature Reviews Problem solving Research facilities Secondary education Secondary School Students Skills Special Issue Articles Study and teaching Systematic review Thinking Skills |
SummonAdditionalLinks | – databaseName: DOAJ Directory of Open Access Journals dbid: DOA link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Nb9QwELVQT1wQlK5YaJFVIRUOoXYycWJuS7VVW8Gq0rZSb5bjD9RLFnXT_89M7AZWHLhwdRzLfhl7ZuKZN4x9QLGxsdOi6EQnCojKFm3tm8JK8CU0SgNQ7vD3lbq4hau7-u6PUl8UE5bogRNwp3UEtCkEnqFaQoiijVCFNjhhUZm2bmQCRZ335ExlV4uu-1JZFVUQQ3rKDUZh1vJ0ebP-TEXDBZhSfSw_EYVhiwrI3hONUObun8Kf80GdghX_OrBHLXT-kr3I5iNfpGm_Ys9Cv0-Vl3OUxmvWXWb-B1RJPJVsyL_7OJXopB_j_L4fNvw60Uxw23v-jUql8TX5xp7apvG-8AVfT1zPPF0kHLDb8-XN2UWR6ygUFqAcClcpZUtpqwjal15pL6RDOy2CrVXlpYjgncWNL5yvA7HFNFbKqFu0htBA0dWM7fWbPrxhXHeqahqHPogLEK3sOu3raJVsow8q1nMmEowmb4WtuUasUT8i3qI0qwS8oNvuyowG65x9JcDNz7RsQ3zXYwNKgclSYP4lBXM2o881DbK8ogtYXeHox_QBDVFd9BRL88M-brfmcr0yiwaovg2uZc5Ocqe4GR6sszk1AddM7Fg7PQ93euJedDuPZ6OcTPNAd5BykzW-9yQ4v5GpKOkY8Ext3v4PDN6x54RuCis6ZHvDw2M4Qotp6N6Pm-MXdjAIhw priority: 102 providerName: Directory of Open Access Journals |
Title | Integrating Computational Thinking into Primary and Lower Secondary Education: A Systematic Review |
URI | https://www.airitilibrary.com/Article/Detail/P20221223002-N202304070013-00008 https://www.jstor.org/stable/48720999 http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1389938 https://www.proquest.com/docview/3069441837 https://doaj.org/article/5f44050471914ef08f43e8ec0a0648c4 |
Volume | 26 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LT9wwELYKXHqp-lp1KV1ZCKntIcVOHCfupVrQLg-1q1UXJG6WY8eISwK74f8zE5ugVaVeE8eKx-PxPL8h5AjYxvhKsaRiFUuElyYpc1ckhguXikIqIbB2-M9Cnl-Ly5v8JjrcNjGt8lkm9oLatRZ95McZVmgKYMDi1_1Dgl2jMLoaW2jskD0QwSUYX3sns8Xy72ByYdgvtFeRCSKlhxphYGrFj2dXqx_YPJwJncpv6XeEMizhIjJ3CCcUMfyHNOgosEPS4j-Cu7-N5m_Jm6hG0mnY93fkVd28xw7MMVvjA6kuIg4EXE00tG6Ibj-KrTrRQU7vmq6lywA3QU3j6G9smUZXaCM7fDbM95NO6WrAfKYhoPCRXM9nV6fnSeynkBgh0i6xmZQm5SbzQrnUSeUYt6CveWFymTnOvHDWgABg1uU1osYUhnOvStCKQFFR2YjsNm1TfyJUVTIrCgu2iK2FN7yqlMu9kbz0rpY-HxMWyKjjkdjoJdAaNgnozVK9CIRnGPXOdK-4jskJElzfh2VrxL3uH7TrWx2Pkc69AA2TwY2quKg9K73I6rK2zIBqVVoxJiPcrmGS2SUGYlUGsx_iBmqEvGgwp-bWPG42-mK10NNCYJ8bWMuYfI2DfNutjTWxRAHWjChZWyMPtkbCmbRbr0c9nwz_AWYh1igr-O6ZcV4o88La-_9__Zm8RrqFxKEDstutH-svoBN11YTslPOzSWT_Se9ZmPS-gCdGoQVY |
linkProvider | ProQuest |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Rb9MwELam8QAviAEVhQ0sBAIewpzEcWIkhAq0tFtXTWon7c1z7HjaSzLaTog_xW_kLnYzVUi87TVxrPh85zvbd99HyBtQG-1KyaKSlSziTuioyGwe6ZjbhOdCco61wyczMT7jR-fZ-Q75s6mFwbTKzZrYLtS2MXhGfphihSYHBcy_XP-MkDUKb1c3FBpeLY6r379gy7b6PPkO8_s2SUbDxbdxFFgFIs15so5MKoROYp06Lm1ihbQsNhC1OK4zkdqYOW6NBjNgxmYVYqfkOo6dLCA2AHeN4Euw5N_jaSrRoorRj26Dh5eMnsxFRIjL7iuSwYRkfDhczD8iVTnjKhHvkw8InFiA29NXCF4UGAO6pOvgHnyK5D9uovV9o0fkYQha6cBr2R7ZqerHyPccckOekHISUCfAEVJPFBEOGSkSg-JxPL2q1w099eAWVNeWTpGgjc5xR27xWdffJzqg8w5hmvrri6fk7E7k3CO7dVNXzwiVpUjz3MDOx1Tc6bgspc2cFnHhbCVc1ifMi1EFA1ypU5A1eGWQN0vUzAue4R17qtowuU--osDVtR-2QpTt9kGzvFTBaFXmOMSzDPy3jHnlWOF4WhWVYRoCucLwPunhdHWdDI_w2lem0PtrnECFABs1ZvBc6pvVSk3mMzXIObLqwFj65F1o5Jr1UhsdCiJgzIjJtdVyf6slrABm63Wv1ZPuP2ATihXREr7bKM6tZG4N6fn_X78i98eLk6maTmbHL8gDlKFPWdonu-vlTXUA0di6fNmaACUXd21zfwGmhjwy |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Integrating+Computational+Thinking+into+Primary+and+Lower+Secondary+Education%3A+A+Systematic+Review&rft.jtitle=Educational+technology+%26+society&rft.au=Kampylis%2C+Panagiotis&rft.au=Dagiene%2C+Valentina&rft.au=Bocconi%2C+Stefania&rft.au=Chioccariello%2C+Augusto&rft.date=2023-04-01&rft.pub=International+Forum+of+Educational+Technology+%26+Society&rft.issn=1436-4522&rft.volume=26&rft.issue=2&rft.spage=99&rft_id=info:doi/10.30191%2FETS.202304_26%282%29.0008&rft.externalDocID=A745155747 |
thumbnail_m | http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=https%3A%2F%2Fwww.airitilibrary.com%2Fjnltitledo%2FP20221223002-c.jpg |