The effect of robotics on six graders’ academic achievement, computational thinking skills and conceptual knowledge levels

•Pedagogical effects of educational robot development at secondary school level.•Lego EV3 sets and Scratch block-based tool were used.•Conceptual knowledge levels, computational thinking skills (CTS) and academic echievements (AA) were compared.•Robotics effect middle school students’ AA and CTS mor...

Celý popis

Uložené v:
Podrobná bibliografia
Vydané v:Thinking skills and creativity Ročník 38; s. 100714
Hlavní autori: Kert, Serhat Bahadır, Erkoç, Mehmet Fatih, Yeni, Sabiha
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Elsevier Ltd 01.12.2020
Predmet:
ISSN:1871-1871, 1878-0423
On-line prístup:Získať plný text
Tagy: Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
Abstract •Pedagogical effects of educational robot development at secondary school level.•Lego EV3 sets and Scratch block-based tool were used.•Conceptual knowledge levels, computational thinking skills (CTS) and academic echievements (AA) were compared.•Robotics effect middle school students’ AA and CTS more effectively than block-based programming•The connections between the concepts of the students who did robotics were solid. This study compared the pedagogical effects of educational robot development and the block-based programming perspectives, which are used in programming education, on middle school students. Its participants were 78 sixth graders. Considering the students’ preferences, 38 students were assigned to the experimental group, which studied with robotics (Lego EV3) sets, and 40 students were assigned to the control group, which studied with block-based programming environment (Scratch). All the topics of the programming unit, which are shown in the methods section, were taught to both groups for 10 weeks using the two different approaches. The change created by the implementation between the groups was tested for academic achievement, computational thinking skill efficacy perceptions, and conceptual knowledge levels. The results indicate that educational robotics develop middle school students’ academic achievement and computational thinking skill efficacy perceptions more effectively than block-based programming environments. The connections between the concepts of the students who did robotics were also found to be more solid than those who worked with block-based software.
AbstractList •Pedagogical effects of educational robot development at secondary school level.•Lego EV3 sets and Scratch block-based tool were used.•Conceptual knowledge levels, computational thinking skills (CTS) and academic echievements (AA) were compared.•Robotics effect middle school students’ AA and CTS more effectively than block-based programming•The connections between the concepts of the students who did robotics were solid. This study compared the pedagogical effects of educational robot development and the block-based programming perspectives, which are used in programming education, on middle school students. Its participants were 78 sixth graders. Considering the students’ preferences, 38 students were assigned to the experimental group, which studied with robotics (Lego EV3) sets, and 40 students were assigned to the control group, which studied with block-based programming environment (Scratch). All the topics of the programming unit, which are shown in the methods section, were taught to both groups for 10 weeks using the two different approaches. The change created by the implementation between the groups was tested for academic achievement, computational thinking skill efficacy perceptions, and conceptual knowledge levels. The results indicate that educational robotics develop middle school students’ academic achievement and computational thinking skill efficacy perceptions more effectively than block-based programming environments. The connections between the concepts of the students who did robotics were also found to be more solid than those who worked with block-based software.
ArticleNumber 100714
Author Yeni, Sabiha
Erkoç, Mehmet Fatih
Kert, Serhat Bahadır
Author_xml – sequence: 1
  givenname: Serhat Bahadır
  surname: Kert
  fullname: Kert, Serhat Bahadır
  email: sbkert@yildiz.edu.tr
  organization: Yildiz Technical University, Department of Computer Education and Instructional Technology, Istanbul, Turkey
– sequence: 2
  givenname: Mehmet Fatih
  surname: Erkoç
  fullname: Erkoç, Mehmet Fatih
  email: mferkoc@yildiz.edu.tr
  organization: Yildiz Technical University, Department of Computer Education and Instructional Technology, Istanbul, Turkey
– sequence: 3
  givenname: Sabiha
  surname: Yeni
  fullname: Yeni, Sabiha
  email: s.yeni@liacs.leidenuniv.nl
  organization: Leiden University, The Leiden Institute of Advanced Computer Science (LIACS), Leiden, Netherlands
BookMark eNp9kE9OQyEQh4mpiVY9gDsO4KvAo7TGlWn8lzRxU9eEB0NL-woN0KqJC6_h9TyJPOvKhSzgR2a-Sebro54PHhA6p2RACRWXy0FOesAI6_5kRPkBOqbj0bginNW9n0yr7jpC_ZSWhHBBGDtG77MFYLAWdMbB4hiakJ1OOHic3CueR2Ugpq-PT6x0iWunS1g42MEafL7AOqw326yyC161OC-cXzk_x2nl2jZh5U3p8Bo2eVvKKx9eWjBzwG0Z0KZTdGhVm-Ds9z1Bz3e3s8lDNX26f5zcTCvNiciVsQBXjNMGaiEaxpqaDTUMOcBYcGZhxIVg5TTiqqlNLYy1nBuiDFfDYS2a-gTR_VwdQ0oRrNxEt1bxTVIiO31yKYs-2emTe32FGf1htNvvmaNy7b_k9Z4sG8LOQZRJOygSjItFszTB_UN_A4AokAQ
CitedBy_id crossref_primary_10_3390_computers10050068
crossref_primary_10_1002_tea_21800
crossref_primary_10_1016_j_tsc_2023_101458
crossref_primary_10_1007_s10758_022_09593_y
crossref_primary_10_1177_07356331211055379
crossref_primary_10_55056_cte_902
crossref_primary_10_1111_jcal_12750
crossref_primary_10_3390_s22218169
crossref_primary_10_1007_s10639_024_12583_5
crossref_primary_10_1177_07356331231205052
crossref_primary_10_1007_s10639_024_12773_1
crossref_primary_10_3390_educsci13020134
crossref_primary_10_21432_cjlt28607
crossref_primary_10_1016_j_tsc_2024_101528
crossref_primary_10_1016_j_tsc_2021_100833
crossref_primary_10_1177_07356331231225269
crossref_primary_10_1007_s11191_024_00546_8
crossref_primary_10_1080_00368121_2022_2093824
crossref_primary_10_1057_s41599_025_05546_9
crossref_primary_10_3390_su16229684
crossref_primary_10_1016_j_heliyon_2024_e29177
crossref_primary_10_1111_jcal_70079
crossref_primary_10_1177_07356331231178948
crossref_primary_10_1016_j_tsc_2022_101224
crossref_primary_10_1111_jcal_70074
Cites_doi 10.1002/tea.3660250502
10.1109/TALE.2018.8615232
10.1007/s10758-018-9366-z
10.1080/0140528790010110
10.14313/JAMRIS_1-2014/1
10.1007/s10758-018-9397-5
10.1016/j.sbspro.2015.11.588
10.1109/IC3.2018.00-45
10.24093/awej/call5.10
10.1080/0140528830050205
10.1147/sj.353.0443
10.1016/j.chb.2017.09.025
10.1080/00219266.1999.9655653
10.1007/s10758-018-9389-5
10.1002/tea.3660110307
10.34190/ejel.15.4.2368
10.4304/jnw.8.7.1529-1535
ContentType Journal Article
Copyright 2020 Elsevier Ltd
Copyright_xml – notice: 2020 Elsevier Ltd
DBID AAYXX
CITATION
DOI 10.1016/j.tsc.2020.100714
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Psychology
EISSN 1878-0423
ExternalDocumentID 10_1016_j_tsc_2020_100714
S1871187120301887
GroupedDBID --K
--M
.~1
0R~
123
1B1
1~.
1~5
4.4
457
4G.
5VS
7-5
71M
8P~
AACTN
AADFP
AAEDT
AAEDW
AAFJI
AAGJA
AAGUQ
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAXUO
ABFRF
ABIVO
ABJNI
ABMAC
ABMMH
ABOYX
ABXDB
ABYKQ
ACDAQ
ACGFO
ACGFS
ACHQT
ACRLP
ACXNI
ADBBV
ADEZE
ADMUD
AEBSH
AEFWE
AEKER
AFKWA
AFTJW
AFYLN
AGHFR
AGUBO
AGYEJ
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
AKYCK
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AOMHK
AVARZ
AXJTR
BKOJK
BLXMC
CS3
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
FDB
FEDTE
FIRID
FNPLU
FYGXN
G-Q
GBLVA
HVGLF
HZ~
IHE
J1W
KOM
M41
MO0
N9A
O-L
O9-
OAUVE
OKEIE
OZT
P-8
P-9
P2P
PC.
PRBVW
Q38
RIG
ROL
RPZ
SDF
SDG
SES
SPCBC
SSB
SSO
SSY
SSZ
T5K
UNMZH
~G-
9DU
AATTM
AAXKI
AAYWO
AAYXX
ABWVN
ACLOT
ACRPL
ACVFH
ADCNI
ADNMO
AEIPS
AEUPX
AFJKZ
AFPUW
AIGII
AIIUN
AKBMS
AKRWK
AKYEP
ANKPU
APXCP
CITATION
EFKBS
~HD
ID FETCH-LOGICAL-c406t-dfee9241be366b22b325ce54ee8642fe74662222b69b3d36dff44d0ad4a5536b3
ISICitedReferencesCount 39
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000597305500005&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 1871-1871
IngestDate Sat Nov 29 07:01:15 EST 2025
Tue Nov 18 22:23:09 EST 2025
Fri Feb 23 02:39:48 EST 2024
IsDoiOpenAccess false
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Keywords Conceptual knowledge level
Computational thinking
Programming education
Block-based programming
Robotics
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c406t-dfee9241be366b22b325ce54ee8642fe74662222b69b3d36dff44d0ad4a5536b3
OpenAccessLink http://hdl.handle.net/1887/3249444
ParticipantIDs crossref_primary_10_1016_j_tsc_2020_100714
crossref_citationtrail_10_1016_j_tsc_2020_100714
elsevier_sciencedirect_doi_10_1016_j_tsc_2020_100714
PublicationCentury 2000
PublicationDate December 2020
2020-12-00
PublicationDateYYYYMMDD 2020-12-01
PublicationDate_xml – month: 12
  year: 2020
  text: December 2020
PublicationDecade 2020
PublicationTitle Thinking skills and creativity
PublicationYear 2020
Publisher Elsevier Ltd
Publisher_xml – name: Elsevier Ltd
References Brennan, Resnick (bib0025) 2012; Vol. 1
Papert (bib0105) 1980
Vinayakumar, Soman, Menon (bib0150) 2018
Schaefer (bib0135) 1979; 1
Gussarsky, Gorodetsky (bib0060) 1988; 25
Daniela, Lytras (bib0035) 2019; 24
ISTE (bib0070) 2011
Olabe, Olabe, Basogain, Castaño (bib0095) 2011
dos Santos Silva, Odakura, Pereira (bib0040) 2018
Alimisis (bib0005) 2013; 6
Bahar, Johnstone, Sutcliffe (bib0015) 1999; 33
Ronsivalle, Boldi, Gusella, Inama, Carta (bib0125) 2019; 24
Resnick, Martin, Sargent, Silverman (bib0120) 1996; 35
Soliman (bib0145) 2019; 5
Wu (bib0165) 2018
González, López, Castro (bib0050) 2018
Gülbahar, Kert, Kalelioğlu (bib0055) 2019; 10
Wing (bib0155) 2014; 26
Bargagna, Castro, Cecchi, Cioni, Dario, Dell’Omo, Sgandurra (bib0020) 2019; 24
Cheng, Huang, Huang (bib0030) 2013; 8
Piaget, Inhelder (bib0115) 1969
Alimisis, Kynigos (bib0010) 2009
Eguchi (bib0045) 2014; 8
Kempa, Nicholls (bib0080) 1983; 5
Pérez-Marín, Hijón-Neira, Bacelo, Pizarro (bib0110) 2018; 80
Rose, Habgood, Jay (bib0130) 2017; 15
Shavelson (bib0140) 1974; 11
Ospennikova, Ershov, Iljin (bib0100) 2015; 214
Jun, Han, Kim (bib0075) 2017; 36
Hornecker, Buur (bib0065) 2006
Wong, Jiang (bib0160) 2018
Marcelino, Pessoa, Vieira, Salvador, Mendes (bib0085) 2018; 80
MEB (bib0090) 2018
Vinayakumar (10.1016/j.tsc.2020.100714_bib0150) 2018
Ospennikova (10.1016/j.tsc.2020.100714_bib0100) 2015; 214
MEB (10.1016/j.tsc.2020.100714_bib0090) 2018
Piaget (10.1016/j.tsc.2020.100714_bib0115) 1969
González (10.1016/j.tsc.2020.100714_bib0050) 2018
ISTE (10.1016/j.tsc.2020.100714_bib0070) 2011
Marcelino (10.1016/j.tsc.2020.100714_bib0085) 2018; 80
Wing (10.1016/j.tsc.2020.100714_bib0155) 2014; 26
Bargagna (10.1016/j.tsc.2020.100714_bib0020) 2019; 24
Eguchi (10.1016/j.tsc.2020.100714_bib0045) 2014; 8
Schaefer (10.1016/j.tsc.2020.100714_bib0135) 1979; 1
Hornecker (10.1016/j.tsc.2020.100714_bib0065) 2006
Wong (10.1016/j.tsc.2020.100714_bib0160) 2018
Rose (10.1016/j.tsc.2020.100714_bib0130) 2017; 15
Pérez-Marín (10.1016/j.tsc.2020.100714_bib0110) 2018; 80
dos Santos Silva (10.1016/j.tsc.2020.100714_bib0040) 2018
Soliman (10.1016/j.tsc.2020.100714_bib0145) 2019; 5
Jun (10.1016/j.tsc.2020.100714_bib0075) 2017; 36
Kempa (10.1016/j.tsc.2020.100714_bib0080) 1983; 5
Ronsivalle (10.1016/j.tsc.2020.100714_bib0125) 2019; 24
Cheng (10.1016/j.tsc.2020.100714_bib0030) 2013; 8
Alimisis (10.1016/j.tsc.2020.100714_bib0005) 2013; 6
Brennan (10.1016/j.tsc.2020.100714_bib0025) 2012; Vol. 1
Resnick (10.1016/j.tsc.2020.100714_bib0120) 1996; 35
Shavelson (10.1016/j.tsc.2020.100714_bib0140) 1974; 11
Wu (10.1016/j.tsc.2020.100714_bib0165) 2018
Alimisis (10.1016/j.tsc.2020.100714_bib0010) 2009
Olabe (10.1016/j.tsc.2020.100714_bib0095) 2011
Gülbahar (10.1016/j.tsc.2020.100714_bib0055) 2019; 10
Papert (10.1016/j.tsc.2020.100714_bib0105) 1980
Gussarsky (10.1016/j.tsc.2020.100714_bib0060) 1988; 25
Bahar (10.1016/j.tsc.2020.100714_bib0015) 1999; 33
Daniela (10.1016/j.tsc.2020.100714_bib0035) 2019; 24
References_xml – volume: 8
  start-page: 5
  year: 2014
  end-page: 11
  ident: bib0045
  article-title: Educational robotics for promoting 21st century skills
  publication-title: Journal of Automation Mobile Robotics & Intelligent Systems
– volume: Vol. 1
  start-page: 25
  year: 2012
  ident: bib0025
  article-title: New frameworks for studying and assessing the development of computational thinking
  publication-title: Proceedings of the 2012 Annual Meeting of the American Educational Research Association
– start-page: 1
  year: 2018
  end-page: 8
  ident: bib0050
  article-title: Development of computational thinking in High school students: A case study in Chile
  publication-title: 2018 37th International Conference of the Chilean Computer Science Society (SCCC)
– start-page: 328
  year: 2018
  end-page: 334
  ident: bib0160
  article-title: Computational thinking education for children: Algorithmic thinking and debugging
  publication-title: 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)
– start-page: 356
  year: 2011
  end-page: 363
  ident: bib0095
  article-title: Programming and robotics with scratch in primary education. Education in a technological world: Communicating current and emerging research and technological efforts
– start-page: 1
  year: 2018
  end-page: 6
  ident: bib0150
  article-title: Fractal geometry: Enhancing computational thinking with MIT scratch
  publication-title: 2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
– volume: 5
  start-page: 171
  year: 1983
  end-page: 184
  ident: bib0080
  article-title: Problem‐solving ability and cognitive structure‐an exploratory investigation
  publication-title: European Journal of Science Education
– start-page: 129
  year: 2018
  end-page: 131
  ident: bib0165
  article-title: The development and challenges of computational thinking board games
  publication-title: 2018 1st International Cognitive Cities Conference (IC3)
– year: 2011
  ident: bib0070
  article-title: Operational Definition of Computational Thinking for K–12 Education
– year: 2018
  ident: bib0090
  article-title: Bilişim Teknolojileri Ve Yazılım Dersi öğretim programı
– volume: 24
  start-page: 227
  year: 2019
  end-page: 245
  ident: bib0125
  article-title: How to implement educational robotics’ programs in italian schools: A brief guideline according to an instructional design point of view
  publication-title: Technology Knowledge and Learning
– volume: 15
  start-page: 297
  year: 2017
  end-page: 309
  ident: bib0130
  article-title: An exploration of the role of visual programming tools in the development of young children’s computational thinking
  publication-title: Electronic Journal of E-Learning
– volume: 5
  start-page: 124
  year: 2019
  end-page: 140
  ident: bib0145
  article-title: Efficiency of an Educational Robotic Computer-mediated Training Program for Developing Students’ Creative Thinking Skills: An Experimental Study
  publication-title: Arab World English Journal (AWEJ) Special Issue on CALL
– volume: 25
  start-page: 319
  year: 1988
  end-page: 333
  ident: bib0060
  article-title: On the chemical equilibrium concept: Constrained word associations and conception
  publication-title: Journal of Research in Science Teaching
– start-page: 11
  year: 2009
  end-page: 26
  ident: bib0010
  article-title: Constructionism and robotics in education. Teacher education on robotic-enhanced constructivist pedagogical methods
– year: 1969
  ident: bib0115
  article-title: The psychology of the child
– volume: 6
  start-page: 63
  year: 2013
  end-page: 71
  ident: bib0005
  article-title: Educational robotics: Open questions and new challenges
  publication-title: Themes in Science and Technology Education
– year: 1980
  ident: bib0105
  article-title: Mindstorms: Computers, children and powerful ideas
– volume: 1
  start-page: 87
  year: 1979
  end-page: 101
  ident: bib0135
  article-title: Concept formation in biology: The concept’ growth’
  publication-title: European Journal of Science Education
– volume: 35
  start-page: 443
  year: 1996
  end-page: 452
  ident: bib0120
  article-title: Programmable bricks: Toys to think with
  publication-title: IBM Systems Journal
– start-page: 284
  year: 2018
  end-page: 291
  ident: bib0040
  article-title: Tools to support the teaching-learning of computational thinking in Brazil
  publication-title: 2018 XIII Latin American Conference on Learning Technologies (LACLO)
– volume: 11
  start-page: 231
  year: 1974
  end-page: 249
  ident: bib0140
  article-title: Methods for examining representations of a subject matter structure in a student’s memory
  publication-title: Journal of Research in Science Teaching
– volume: 33
  start-page: 134
  year: 1999
  end-page: 141
  ident: bib0015
  article-title: Investigation of students’ cognitive structure in elementary genetics through word association tests
  publication-title: Journal of Biological Education
– volume: 214
  start-page: 18
  year: 2015
  end-page: 26
  ident: bib0100
  article-title: Educational robotics as an inovative educational technology
  publication-title: Procedia-Social and Behavioral Sciences
– volume: 80
  start-page: 470
  year: 2018
  end-page: 477
  ident: bib0110
  article-title: Can computational thinking be improved by using a methodology based on metaphors and scratch to teach computer programming to children?
  publication-title: Computers in Human Behavior
– start-page: 437
  year: 2006
  end-page: 446
  ident: bib0065
  article-title: Getting a grip on tangible interaction: A framework on physical space and social interaction. Conference on Human Factors in Computing Systems CHI’06
– volume: 26
  year: 2014
  ident: bib0155
  article-title: Computational thinking benefits society
  publication-title: 40th Anniversary Blog of Social Issues in Computing
– volume: 36
  start-page: 43
  year: 2017
  end-page: 53
  ident: bib0075
  article-title: Effect of design-based learning on improving computational thinking
  publication-title: Behaviour & Information Technology
– volume: 10
  start-page: 1
  year: 2019
  end-page: 29
  ident: bib0055
  article-title: Bilgi işlemsel düşünme becerisine yönelik öz yeterlik algısı ölçeği: Geçerlik ve güvenirlik çalışması
  publication-title: Turkish Journal of Computer and Mathematics Education (TURCOMAT)
– volume: 8
  start-page: 1529
  year: 2013
  ident: bib0030
  article-title: Cooperative learning in Lego robotics projects: Exploring the impacts of group formation on interaction and achievement
  publication-title: Journal of Networks
– volume: 24
  start-page: 219
  year: 2019
  end-page: 225
  ident: bib0035
  article-title: Educational robotics for inclusive education
  publication-title: Technology Knowledge and Learning
– volume: 80
  start-page: 470
  year: 2018
  end-page: 477
  ident: bib0085
  article-title: Learning Computational thinking and scratch at distance
  publication-title: Computers in Human Behavior
– volume: 24
  start-page: 315
  year: 2019
  end-page: 323
  ident: bib0020
  article-title: Educational robotics in Down syndrome: A feasibility study
  publication-title: Technology Knowledge and Learning
– volume: 25
  start-page: 319
  year: 1988
  ident: 10.1016/j.tsc.2020.100714_bib0060
  article-title: On the chemical equilibrium concept: Constrained word associations and conception
  publication-title: Journal of Research in Science Teaching
  doi: 10.1002/tea.3660250502
– year: 1980
  ident: 10.1016/j.tsc.2020.100714_bib0105
– start-page: 328
  year: 2018
  ident: 10.1016/j.tsc.2020.100714_bib0160
  article-title: Computational thinking education for children: Algorithmic thinking and debugging
  publication-title: 2018 IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE)
  doi: 10.1109/TALE.2018.8615232
– volume: 24
  start-page: 315
  issue: 2
  year: 2019
  ident: 10.1016/j.tsc.2020.100714_bib0020
  article-title: Educational robotics in Down syndrome: A feasibility study
  publication-title: Technology Knowledge and Learning
  doi: 10.1007/s10758-018-9366-z
– volume: 1
  start-page: 87
  year: 1979
  ident: 10.1016/j.tsc.2020.100714_bib0135
  article-title: Concept formation in biology: The concept’ growth’
  publication-title: European Journal of Science Education
  doi: 10.1080/0140528790010110
– volume: 8
  start-page: 5
  issue: 1
  year: 2014
  ident: 10.1016/j.tsc.2020.100714_bib0045
  article-title: Educational robotics for promoting 21st century skills
  publication-title: Journal of Automation Mobile Robotics & Intelligent Systems
  doi: 10.14313/JAMRIS_1-2014/1
– volume: 24
  start-page: 219
  year: 2019
  ident: 10.1016/j.tsc.2020.100714_bib0035
  article-title: Educational robotics for inclusive education
  publication-title: Technology Knowledge and Learning
  doi: 10.1007/s10758-018-9397-5
– start-page: 356
  year: 2011
  ident: 10.1016/j.tsc.2020.100714_bib0095
– volume: 214
  start-page: 18
  year: 2015
  ident: 10.1016/j.tsc.2020.100714_bib0100
  article-title: Educational robotics as an inovative educational technology
  publication-title: Procedia-Social and Behavioral Sciences
  doi: 10.1016/j.sbspro.2015.11.588
– start-page: 129
  year: 2018
  ident: 10.1016/j.tsc.2020.100714_bib0165
  article-title: The development and challenges of computational thinking board games
  publication-title: 2018 1st International Cognitive Cities Conference (IC3)
  doi: 10.1109/IC3.2018.00-45
– start-page: 1
  year: 2018
  ident: 10.1016/j.tsc.2020.100714_bib0150
  article-title: Fractal geometry: Enhancing computational thinking with MIT scratch
  publication-title: 2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT)
– volume: 5
  start-page: 124
  year: 2019
  ident: 10.1016/j.tsc.2020.100714_bib0145
  article-title: Efficiency of an Educational Robotic Computer-mediated Training Program for Developing Students’ Creative Thinking Skills: An Experimental Study
  publication-title: Arab World English Journal (AWEJ) Special Issue on CALL
  doi: 10.24093/awej/call5.10
– start-page: 284
  year: 2018
  ident: 10.1016/j.tsc.2020.100714_bib0040
  article-title: Tools to support the teaching-learning of computational thinking in Brazil
  publication-title: 2018 XIII Latin American Conference on Learning Technologies (LACLO)
– year: 2018
  ident: 10.1016/j.tsc.2020.100714_bib0090
– volume: 5
  start-page: 171
  issue: 2
  year: 1983
  ident: 10.1016/j.tsc.2020.100714_bib0080
  article-title: Problem‐solving ability and cognitive structure‐an exploratory investigation
  publication-title: European Journal of Science Education
  doi: 10.1080/0140528830050205
– volume: 80
  start-page: 470
  year: 2018
  ident: 10.1016/j.tsc.2020.100714_bib0110
  article-title: Can computational thinking be improved by using a methodology based on metaphors and scratch to teach computer programming to children?
  publication-title: Computers in Human Behavior
– volume: 35
  start-page: 443
  issue: 3.4
  year: 1996
  ident: 10.1016/j.tsc.2020.100714_bib0120
  article-title: Programmable bricks: Toys to think with
  publication-title: IBM Systems Journal
  doi: 10.1147/sj.353.0443
– start-page: 11
  year: 2009
  ident: 10.1016/j.tsc.2020.100714_bib0010
– volume: 80
  start-page: 470
  year: 2018
  ident: 10.1016/j.tsc.2020.100714_bib0085
  article-title: Learning Computational thinking and scratch at distance
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2017.09.025
– start-page: 437
  year: 2006
  ident: 10.1016/j.tsc.2020.100714_bib0065
– volume: Vol. 1
  start-page: 25
  year: 2012
  ident: 10.1016/j.tsc.2020.100714_bib0025
  article-title: New frameworks for studying and assessing the development of computational thinking
– year: 1969
  ident: 10.1016/j.tsc.2020.100714_bib0115
– volume: 26
  year: 2014
  ident: 10.1016/j.tsc.2020.100714_bib0155
  article-title: Computational thinking benefits society
  publication-title: 40th Anniversary Blog of Social Issues in Computing
– volume: 33
  start-page: 134
  year: 1999
  ident: 10.1016/j.tsc.2020.100714_bib0015
  article-title: Investigation of students’ cognitive structure in elementary genetics through word association tests
  publication-title: Journal of Biological Education
  doi: 10.1080/00219266.1999.9655653
– volume: 10
  start-page: 1
  issue: 1
  year: 2019
  ident: 10.1016/j.tsc.2020.100714_bib0055
  article-title: Bilgi işlemsel düşünme becerisine yönelik öz yeterlik algısı ölçeği: Geçerlik ve güvenirlik çalışması
  publication-title: Turkish Journal of Computer and Mathematics Education (TURCOMAT)
– volume: 36
  start-page: 43
  issue: 1
  year: 2017
  ident: 10.1016/j.tsc.2020.100714_bib0075
  article-title: Effect of design-based learning on improving computational thinking
  publication-title: Behaviour & Information Technology
– start-page: 1
  year: 2018
  ident: 10.1016/j.tsc.2020.100714_bib0050
  article-title: Development of computational thinking in High school students: A case study in Chile
  publication-title: 2018 37th International Conference of the Chilean Computer Science Society (SCCC)
– volume: 24
  start-page: 227
  issue: 2
  year: 2019
  ident: 10.1016/j.tsc.2020.100714_bib0125
  article-title: How to implement educational robotics’ programs in italian schools: A brief guideline according to an instructional design point of view
  publication-title: Technology Knowledge and Learning
  doi: 10.1007/s10758-018-9389-5
– volume: 11
  start-page: 231
  year: 1974
  ident: 10.1016/j.tsc.2020.100714_bib0140
  article-title: Methods for examining representations of a subject matter structure in a student’s memory
  publication-title: Journal of Research in Science Teaching
  doi: 10.1002/tea.3660110307
– volume: 6
  start-page: 63
  issue: 1
  year: 2013
  ident: 10.1016/j.tsc.2020.100714_bib0005
  article-title: Educational robotics: Open questions and new challenges
  publication-title: Themes in Science and Technology Education
– year: 2011
  ident: 10.1016/j.tsc.2020.100714_bib0070
– volume: 15
  start-page: 297
  issue: 4
  year: 2017
  ident: 10.1016/j.tsc.2020.100714_bib0130
  article-title: An exploration of the role of visual programming tools in the development of young children’s computational thinking
  publication-title: Electronic Journal of E-Learning
  doi: 10.34190/ejel.15.4.2368
– volume: 8
  start-page: 1529
  issue: 7
  year: 2013
  ident: 10.1016/j.tsc.2020.100714_bib0030
  article-title: Cooperative learning in Lego robotics projects: Exploring the impacts of group formation on interaction and achievement
  publication-title: Journal of Networks
  doi: 10.4304/jnw.8.7.1529-1535
SSID ssj0046022
Score 2.4128318
Snippet •Pedagogical effects of educational robot development at secondary school level.•Lego EV3 sets and Scratch block-based tool were used.•Conceptual knowledge...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 100714
SubjectTerms Block-based programming
Computational thinking
Conceptual knowledge level
Programming education
Robotics
Title The effect of robotics on six graders’ academic achievement, computational thinking skills and conceptual knowledge levels
URI https://dx.doi.org/10.1016/j.tsc.2020.100714
Volume 38
WOSCitedRecordID wos000597305500005&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVESC
  databaseName: Elsevier SD Freedom Collection Journals 2021
  customDbUrl:
  eissn: 1878-0423
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0046022
  issn: 1871-1871
  databaseCode: AIEXJ
  dateStart: 20060401
  isFulltext: true
  titleUrlDefault: https://www.sciencedirect.com
  providerName: Elsevier
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3NjtMwELbKLoe9IH7FsoB84EQwShPHTo4L6goQWiFtkcopyo9NuhuSVRKqrsSB10C8HU_C2I7TUBYESBxqtVacVJ4v4_H4mxmEHknOfU9MGZGwvBCa-IIkNGdEiIjRqetKP9F5Zl_z4-NwsYjeTCZfbSzMquRVFa7X0fl_FTX0gbBV6OxfiHu4KXTAdxA6tCB2aP9Y8IaloQzBpk5rnYkZpNwu1877RlOXLcchchJLkFesSrEy3kKY90yXe7Cuwq4wNRac9mxZlm0fDacjHlX8yeCZc0pFQmrHJu_8sqGNLVuxUfgmdgh0V6F8FkkB2AND99l0YA_PmrNan-tz7cUVxQfROUdwn8Gj_U7oAlXOSZIui2Ts0PC2ySFDpM2G1qQUM2zsiGrMumX7QqJ4PWNtbnLF_LQwGB_F6dOuVXkrPcMOMeGrW_m2T9RT1MdTu0XQwVfQrseDCFTm7uHL2eKVXegpc_Uh1fDX7KG5pg9uPehys2dkysyvo2v9HgQfGuzcQBNR3UR7w1J4cQt9AhBhAyJcS2xBhOsKA4hwD6Jvn79gCx88gs8T_AN4sAUPNgjAgAC8AQ8ewIMNeG6jt0ez-fMXpK_TQTIwBzuSS3izwRJMhc9Y6nmp7wWZCKgQIexupeCUMTBDvZRFqZ_7LJeS0txNcpoEgc9S_w7aqepK3EU4iHIvmiawyZYZzXwWCZfzLA25lFJZ-vvItdMYZ30Se1VLpYwtW_E0hpmP1czHZub30eNhyLnJ4PK7i6mVTdyboMa0jAFIvx5279-GHaA9-MWILoV1H-10zUfxAF3NVt2ybR72cPsOEr6tRg
linkProvider Elsevier
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=The+effect+of+robotics+on+six+graders%E2%80%99+academic+achievement%2C+computational+thinking+skills+and+conceptual+knowledge+levels&rft.jtitle=Thinking+skills+and+creativity&rft.au=Kert%2C+Serhat+Bahad%C4%B1r&rft.au=Erko%C3%A7%2C+Mehmet+Fatih&rft.au=Yeni%2C+Sabiha&rft.date=2020-12-01&rft.pub=Elsevier+Ltd&rft.issn=1871-1871&rft.eissn=1878-0423&rft.volume=38&rft_id=info:doi/10.1016%2Fj.tsc.2020.100714&rft.externalDocID=S1871187120301887
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1871-1871&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1871-1871&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1871-1871&client=summon