Loading…
Mapping the Evolution of Computational Thinking in Education: A Bibliometrics Analysis of Scopus Database from 1987 to 2023
In today’s world, the ability to think computationally is essential. The skillset expected of a computer scientist is no longer solely based on the old stereotype but also a crucial skill for adapting to the future. This perspective presents a new educational challenge for society. Everyone must hav...
Saved in:
Published in: | Informatics in education 2023-12, Vol.22 (4), p.691-724 |
---|---|
Main Authors: | , , , , |
Format: | Article |
Language: | English |
Subjects: | |
Citations: | Items that cite this one |
Online Access: | Get full text |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
cited_by | cdi_FETCH-LOGICAL-c370t-27c6e31b7d39c3d120419131f3542d287a52c6979456d519b30e0417440e61353 |
---|---|
cites | |
container_end_page | 724 |
container_issue | 4 |
container_start_page | 691 |
container_title | Informatics in education |
container_volume | 22 |
creator | Rafiq, Arif Ainur Triyono, Mochamad Bruri Djatmiko, Istanto Wahyu Wardani, Ratna Köhler, Thomas |
description | In today’s world, the ability to think computationally is essential. The skillset expected of a computer scientist is no longer solely based on the old stereotype but also a crucial skill for adapting to the future. This perspective presents a new educational challenge for society. Everyone must have a positive attitude toward understanding and using these skills daily. One thousand two hundred seven documents about computational thinking (CT) may be found while searching the Scopus database from 1987 to 2023. Data from Scopus were analyzed using VOSviewer software. This study educates academics by delving into the fundamentals of what is known about the CT of visual and quantitative research skills. This approach allows for a more in-depth look at the literature and a better understanding of the research gap in CT. This bibliometrics analysis demonstrates that (1) research on CT is common to all sciences and will develop in the future; (2) the majority of articles on CT are published in journals in the fields of education, engineering, science and technology, computing and the social sciences; (3) the United States is the most dominant country in CT publications with a variety of collaborations; (4) keywords that often appear are CT, engineering, education, and mathematics, and (5) research on CT has developed significantly since 2013. Our investigation reveals the beginnings and progression of the academic field of research into CT. Furthermore, it offers a road map indicating how this study area will expand in the coming years. |
doi_str_mv | 10.15388/infedu.2023.29 |
format | article |
fullrecord | <record><control><sourceid>ceeol_doaj_</sourceid><recordid>TN_cdi_doaj_primary_oai_doaj_org_article_8175882631df4bef8388201667e13006</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ceeol_id>1252027</ceeol_id><doaj_id>oai_doaj_org_article_8175882631df4bef8388201667e13006</doaj_id><sourcerecordid>1252027</sourcerecordid><originalsourceid>FETCH-LOGICAL-c370t-27c6e31b7d39c3d120419131f3542d287a52c6979456d519b30e0417440e61353</originalsourceid><addsrcrecordid>eNo9kU9v1DAQxS0EEkvhzAnJXyBbjyf-x21ZFqjUqgfK2XIcp_WSjSM7Qar48iS7FafRPL35aWYeIR-BbUGg1tdx6EI7bznjuOXmFdlwRFFpo-A12YCsdSU0wlvyrpQjYzVTgm_I3zs3jnF4pNNToIc_qZ-nmAaaOrpPp3Ge3Nq6nj48xeH36osDPbSzP-uf6Y5-iU0f0ylMOfpCd4v3ucSyAn76NM6FfnWTa1wJtMvpRMFoRadE1y3fkzed60v48FKvyK9vh4f9j-r2_vvNfndbeVRsqrjyMiA0qkXjsQXOajCA0KGoecu1coJ7aZSphWwFmAZZWCyqrlmQgAKvyM2F2yZ3tGOOJ5efbXLRnoWUH63LU_R9sBqU0JpLhLarm9Dp5bGcgZQqADImF9b1heVzKiWH7j8PmD3nYC852PVCy80y8ellIoTU22Oa8_KkYoGLxaLwH22jgx0</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Mapping the Evolution of Computational Thinking in Education: A Bibliometrics Analysis of Scopus Database from 1987 to 2023</title><source>Social Science Premium Collection (Proquest) (PQ_SDU_P3)</source><source>Library & Information Science Collection</source><source>Education Collection</source><creator>Rafiq, Arif Ainur ; Triyono, Mochamad Bruri ; Djatmiko, Istanto Wahyu ; Wardani, Ratna ; Köhler, Thomas</creator><creatorcontrib>Rafiq, Arif Ainur ; Triyono, Mochamad Bruri ; Djatmiko, Istanto Wahyu ; Wardani, Ratna ; Köhler, Thomas</creatorcontrib><description>In today’s world, the ability to think computationally is essential. The skillset expected of a computer scientist is no longer solely based on the old stereotype but also a crucial skill for adapting to the future. This perspective presents a new educational challenge for society. Everyone must have a positive attitude toward understanding and using these skills daily. One thousand two hundred seven documents about computational thinking (CT) may be found while searching the Scopus database from 1987 to 2023. Data from Scopus were analyzed using VOSviewer software. This study educates academics by delving into the fundamentals of what is known about the CT of visual and quantitative research skills. This approach allows for a more in-depth look at the literature and a better understanding of the research gap in CT. This bibliometrics analysis demonstrates that (1) research on CT is common to all sciences and will develop in the future; (2) the majority of articles on CT are published in journals in the fields of education, engineering, science and technology, computing and the social sciences; (3) the United States is the most dominant country in CT publications with a variety of collaborations; (4) keywords that often appear are CT, engineering, education, and mathematics, and (5) research on CT has developed significantly since 2013. Our investigation reveals the beginnings and progression of the academic field of research into CT. Furthermore, it offers a road map indicating how this study area will expand in the coming years.</description><identifier>ISSN: 1648-5831</identifier><identifier>EISSN: 2335-8971</identifier><identifier>DOI: 10.15388/infedu.2023.29</identifier><language>eng</language><publisher>Vilniaus Universiteto Leidykla</publisher><subject>bibliometrics analysis ; Computational Thinking ; Education ; ICT Information and Communications Technologies ; Pedagogy ; Post-War period (1950 - 1989) ; Present Times (2010 - today) ; Scopus ; Transformation Period (1990 - 2010) ; VOSviewer</subject><ispartof>Informatics in education, 2023-12, Vol.22 (4), p.691-724</ispartof><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c370t-27c6e31b7d39c3d120419131f3542d287a52c6979456d519b30e0417440e61353</citedby></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttps://www.ceeol.com//api/image/getissuecoverimage?id=picture_2023_82925.jpg</thumbnail><link.rule.ids>314,780,784,27923,27924</link.rule.ids></links><search><creatorcontrib>Rafiq, Arif Ainur</creatorcontrib><creatorcontrib>Triyono, Mochamad Bruri</creatorcontrib><creatorcontrib>Djatmiko, Istanto Wahyu</creatorcontrib><creatorcontrib>Wardani, Ratna</creatorcontrib><creatorcontrib>Köhler, Thomas</creatorcontrib><title>Mapping the Evolution of Computational Thinking in Education: A Bibliometrics Analysis of Scopus Database from 1987 to 2023</title><title>Informatics in education</title><addtitle>Informatics in Education An International Journal</addtitle><description>In today’s world, the ability to think computationally is essential. The skillset expected of a computer scientist is no longer solely based on the old stereotype but also a crucial skill for adapting to the future. This perspective presents a new educational challenge for society. Everyone must have a positive attitude toward understanding and using these skills daily. One thousand two hundred seven documents about computational thinking (CT) may be found while searching the Scopus database from 1987 to 2023. Data from Scopus were analyzed using VOSviewer software. This study educates academics by delving into the fundamentals of what is known about the CT of visual and quantitative research skills. This approach allows for a more in-depth look at the literature and a better understanding of the research gap in CT. This bibliometrics analysis demonstrates that (1) research on CT is common to all sciences and will develop in the future; (2) the majority of articles on CT are published in journals in the fields of education, engineering, science and technology, computing and the social sciences; (3) the United States is the most dominant country in CT publications with a variety of collaborations; (4) keywords that often appear are CT, engineering, education, and mathematics, and (5) research on CT has developed significantly since 2013. Our investigation reveals the beginnings and progression of the academic field of research into CT. Furthermore, it offers a road map indicating how this study area will expand in the coming years.</description><subject>bibliometrics analysis</subject><subject>Computational Thinking</subject><subject>Education</subject><subject>ICT Information and Communications Technologies</subject><subject>Pedagogy</subject><subject>Post-War period (1950 - 1989)</subject><subject>Present Times (2010 - today)</subject><subject>Scopus</subject><subject>Transformation Period (1990 - 2010)</subject><subject>VOSviewer</subject><issn>1648-5831</issn><issn>2335-8971</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNo9kU9v1DAQxS0EEkvhzAnJXyBbjyf-x21ZFqjUqgfK2XIcp_WSjSM7Qar48iS7FafRPL35aWYeIR-BbUGg1tdx6EI7bznjuOXmFdlwRFFpo-A12YCsdSU0wlvyrpQjYzVTgm_I3zs3jnF4pNNToIc_qZ-nmAaaOrpPp3Ge3Nq6nj48xeH36osDPbSzP-uf6Y5-iU0f0ylMOfpCd4v3ucSyAn76NM6FfnWTa1wJtMvpRMFoRadE1y3fkzed60v48FKvyK9vh4f9j-r2_vvNfndbeVRsqrjyMiA0qkXjsQXOajCA0KGoecu1coJ7aZSphWwFmAZZWCyqrlmQgAKvyM2F2yZ3tGOOJ5efbXLRnoWUH63LU_R9sBqU0JpLhLarm9Dp5bGcgZQqADImF9b1heVzKiWH7j8PmD3nYC852PVCy80y8ellIoTU22Oa8_KkYoGLxaLwH22jgx0</recordid><startdate>20231201</startdate><enddate>20231201</enddate><creator>Rafiq, Arif Ainur</creator><creator>Triyono, Mochamad Bruri</creator><creator>Djatmiko, Istanto Wahyu</creator><creator>Wardani, Ratna</creator><creator>Köhler, Thomas</creator><general>Vilniaus Universiteto Leidykla</general><general>Vilnius University Press</general><general>Vilnius University</general><scope>AE2</scope><scope>BIXPP</scope><scope>REL</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>DOA</scope></search><sort><creationdate>20231201</creationdate><title>Mapping the Evolution of Computational Thinking in Education: A Bibliometrics Analysis of Scopus Database from 1987 to 2023</title><author>Rafiq, Arif Ainur ; Triyono, Mochamad Bruri ; Djatmiko, Istanto Wahyu ; Wardani, Ratna ; Köhler, Thomas</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c370t-27c6e31b7d39c3d120419131f3542d287a52c6979456d519b30e0417440e61353</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>bibliometrics analysis</topic><topic>Computational Thinking</topic><topic>Education</topic><topic>ICT Information and Communications Technologies</topic><topic>Pedagogy</topic><topic>Post-War period (1950 - 1989)</topic><topic>Present Times (2010 - today)</topic><topic>Scopus</topic><topic>Transformation Period (1990 - 2010)</topic><topic>VOSviewer</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Rafiq, Arif Ainur</creatorcontrib><creatorcontrib>Triyono, Mochamad Bruri</creatorcontrib><creatorcontrib>Djatmiko, Istanto Wahyu</creatorcontrib><creatorcontrib>Wardani, Ratna</creatorcontrib><creatorcontrib>Köhler, Thomas</creatorcontrib><collection>Central and Eastern European Online Library (C.E.E.O.L.) (DFG Nationallizenzen)</collection><collection>CEEOL: Open Access</collection><collection>Central and Eastern European Online Library - CEEOL Journals</collection><collection>CrossRef</collection><collection>Open Access: DOAJ - Directory of Open Access Journals</collection><jtitle>Informatics in education</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rafiq, Arif Ainur</au><au>Triyono, Mochamad Bruri</au><au>Djatmiko, Istanto Wahyu</au><au>Wardani, Ratna</au><au>Köhler, Thomas</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mapping the Evolution of Computational Thinking in Education: A Bibliometrics Analysis of Scopus Database from 1987 to 2023</atitle><jtitle>Informatics in education</jtitle><addtitle>Informatics in Education An International Journal</addtitle><date>2023-12-01</date><risdate>2023</risdate><volume>22</volume><issue>4</issue><spage>691</spage><epage>724</epage><pages>691-724</pages><issn>1648-5831</issn><eissn>2335-8971</eissn><abstract>In today’s world, the ability to think computationally is essential. The skillset expected of a computer scientist is no longer solely based on the old stereotype but also a crucial skill for adapting to the future. This perspective presents a new educational challenge for society. Everyone must have a positive attitude toward understanding and using these skills daily. One thousand two hundred seven documents about computational thinking (CT) may be found while searching the Scopus database from 1987 to 2023. Data from Scopus were analyzed using VOSviewer software. This study educates academics by delving into the fundamentals of what is known about the CT of visual and quantitative research skills. This approach allows for a more in-depth look at the literature and a better understanding of the research gap in CT. This bibliometrics analysis demonstrates that (1) research on CT is common to all sciences and will develop in the future; (2) the majority of articles on CT are published in journals in the fields of education, engineering, science and technology, computing and the social sciences; (3) the United States is the most dominant country in CT publications with a variety of collaborations; (4) keywords that often appear are CT, engineering, education, and mathematics, and (5) research on CT has developed significantly since 2013. Our investigation reveals the beginnings and progression of the academic field of research into CT. Furthermore, it offers a road map indicating how this study area will expand in the coming years.</abstract><pub>Vilniaus Universiteto Leidykla</pub><doi>10.15388/infedu.2023.29</doi><tpages>34</tpages><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1648-5831 |
ispartof | Informatics in education, 2023-12, Vol.22 (4), p.691-724 |
issn | 1648-5831 2335-8971 |
language | eng |
recordid | cdi_doaj_primary_oai_doaj_org_article_8175882631df4bef8388201667e13006 |
source | Social Science Premium Collection (Proquest) (PQ_SDU_P3); Library & Information Science Collection; Education Collection |
subjects | bibliometrics analysis Computational Thinking Education ICT Information and Communications Technologies Pedagogy Post-War period (1950 - 1989) Present Times (2010 - today) Scopus Transformation Period (1990 - 2010) VOSviewer |
title | Mapping the Evolution of Computational Thinking in Education: A Bibliometrics Analysis of Scopus Database from 1987 to 2023 |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-10T16%3A45%3A21IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-ceeol_doaj_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Mapping%20the%20Evolution%20of%20Computational%20Thinking%20in%20Education:%20A%20Bibliometrics%20Analysis%20of%20Scopus%20Database%20from%201987%20to%202023&rft.jtitle=Informatics%20in%20education&rft.au=Rafiq,%20Arif%20Ainur&rft.date=2023-12-01&rft.volume=22&rft.issue=4&rft.spage=691&rft.epage=724&rft.pages=691-724&rft.issn=1648-5831&rft.eissn=2335-8971&rft_id=info:doi/10.15388/infedu.2023.29&rft_dat=%3Cceeol_doaj_%3E1252027%3C/ceeol_doaj_%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c370t-27c6e31b7d39c3d120419131f3542d287a52c6979456d519b30e0417440e61353%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_id=info:pmid/&rft_ceeol_id=1252027&rfr_iscdi=true |