A systematic literature review regarding computational thinking and programming in early childhood education

This research was aimed at summarizing experimental evidence regarding computational thinking and programming conducted in early childhood education in terms of the variables of plugged-in versus unplugged, age, and gender. For this purpose, the WoS, Scopus, and Eric databases were scanned, and stud...

Celý popis

Uloženo v:
Podrobná bibliografie
Vydáno v:Education and information technologies Ročník 27; číslo 2; s. 2059 - 2082
Hlavní autor: Bati, Kaan
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York Springer US 01.03.2022
Springer
Springer Nature B.V
Témata:
ISSN:1360-2357, 1573-7608
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Abstract This research was aimed at summarizing experimental evidence regarding computational thinking and programming conducted in early childhood education in terms of the variables of plugged-in versus unplugged, age, and gender. For this purpose, the WoS, Scopus, and Eric databases were scanned, and studies determined to be within the scope of the systematic scanning criteria were selected for review. In the current study findings, it was shown that age was an important factor in learning computational thinking in early childhood. In addition, it was found that girls and boys performed similarly in programming and computational thinking. Finally, although there was concrete evidence that both plugged-in and unplugged applications improved children's computational thinking skills, it appeared that unplugged applications were one step ahead, considering the power of having concrete experiences.
AbstractList This research was aimed at summarizing experimental evidence regarding computational thinking and programming conducted in early childhood education in terms of the variables of plugged-in versus unplugged, age, and gender. For this purpose, the WoS, Scopus, and Eric databases were scanned, and studies determined to be within the scope of the systematic scanning criteria were selected for review. In the current study findings, it was shown that age was an important factor in learning computational thinking in early childhood. In addition, it was found that girls and boys performed similarly in programming and computational thinking. Finally, although there was concrete evidence that both plugged-in and unplugged applications improved children's computational thinking skills, it appeared that unplugged applications were one step ahead, considering the power of having concrete experiences.
Audience Early Childhood Education
Academic
Author Bati, Kaan
Author_xml – sequence: 1
  givenname: Kaan
  orcidid: 0000-0002-6169-7871
  surname: Bati
  fullname: Bati, Kaan
  email: kaanbati@gmail.com
  organization: Faculty of Education, Department of Mathematics and Science Education, Hacettepe University
BackLink http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1329389$$DView record in ERIC
BookMark eNp9kdtqHDEMhk1JoDn0BQoFQ68nle0Z23O5hPREoDfNtfHamlmnc9janpZ9-3gzKaGlBF_Ikv5PCP3n5GSaJyTkLYMrBqA-JAZStBVwVjFQABV_Rc5Yo0SlJOiT8heyFEWjXpPzlO4BoFU1PyPDhqZDyjjaHBwdQsZo8xKRRvwV8HcJvY0-TD1187hfcpHNkx1o3oXpx7FsJ0_3ce6jHcdjHiaKNg4H6nZh8Lt59hT94h65S3La2SHhm6d4Qe4-3ny__lzdfvv05XpzW7kadK6YB-udY9Z3TeNbJbCtcbvtgMtOA2oE2CprreqQeeZrDkpspW9d3TRW1yAuyPt1blns54Ipm_t5iWXtZLisoZFCtvpZ1dsBTZi6OUfrxpCc2SiQDfBWy6K6-o-qPI9jcMWFLpT6X8C7FcAYnNnHMNp4MDdfmeCt0G3p67Xv4pxSxM64sJ61DA6DYWCOlprVUlMsNY-WGl5Q_g_6Z_yLkFihVMRTj_H5GC9QD0fPtaA
CitedBy_id crossref_primary_10_1016_j_compedu_2023_104811
crossref_primary_10_1016_j_ecresq_2023_05_015
crossref_primary_10_1111_jcal_12904
crossref_primary_10_1186_s40594_023_00434_7
crossref_primary_10_1007_s40692_023_00300_z
crossref_primary_10_1002_cae_22723
crossref_primary_10_1111_jcal_13038
crossref_primary_10_1016_j_caeo_2025_100253
crossref_primary_10_1016_j_tine_2024_100234
crossref_primary_10_1007_s44217_025_00553_z
crossref_primary_10_3390_educsci13101032
crossref_primary_10_2478_rem_2024_0018
crossref_primary_10_3390_educsci13090858
crossref_primary_10_3390_educsci15080985
crossref_primary_10_1007_s10639_024_12757_1
crossref_primary_10_31681_jetol_1201010
crossref_primary_10_1111_jcal_12750
crossref_primary_10_37291_2717638X_202452392
crossref_primary_10_3390_educsci14121401
crossref_primary_10_1007_s41979_023_00097_7
crossref_primary_10_1016_j_tsc_2024_101576
crossref_primary_10_1007_s10639_023_12406_z
crossref_primary_10_1007_s10639_023_12181_x
crossref_primary_10_1016_j_tsc_2024_101729
crossref_primary_10_1016_j_lindif_2025_102699
crossref_primary_10_1007_s10639_024_12661_8
crossref_primary_10_1002_cae_70052
crossref_primary_10_1007_s10639_023_11880_9
crossref_primary_10_1007_s10639_025_13468_x
crossref_primary_10_1080_02568543_2023_2259946
crossref_primary_10_1007_s40489_023_00369_3
crossref_primary_10_1080_10494820_2024_2381196
crossref_primary_10_3389_fpsyg_2021_771221
crossref_primary_10_1007_s10639_024_13100_4
crossref_primary_10_1007_s10639_024_12744_6
crossref_primary_10_1007_s10639_025_13377_z
crossref_primary_10_1080_0144929X_2025_2477779
crossref_primary_10_2478_amns_2024_3365
crossref_primary_10_1016_j_compedu_2024_105039
crossref_primary_10_1007_s10758_024_09765_y
crossref_primary_10_1016_j_compedu_2023_104962
crossref_primary_10_1016_j_compedu_2022_104664
crossref_primary_10_1016_j_learninstruc_2025_102149
crossref_primary_10_1007_s10639_023_12218_1
crossref_primary_10_1080_0144929X_2024_2317377
crossref_primary_10_1080_15391523_2024_2410194
crossref_primary_10_1186_s40594_025_00546_2
crossref_primary_10_25082_AMLER_2025_02_009
crossref_primary_10_3389_fpsyg_2022_887280
crossref_primary_10_1080_10494820_2024_2349883
crossref_primary_10_1080_02619768_2024_2341935
crossref_primary_10_1007_s10639_023_12107_7
crossref_primary_10_3390_app13074615
crossref_primary_10_1007_s10639_024_12869_8
crossref_primary_10_1080_15391523_2024_2398502
crossref_primary_10_1007_s10639_023_11974_4
crossref_primary_10_1007_s11528_025_01052_6
crossref_primary_10_1080_15391523_2022_2158146
crossref_primary_10_1177_07356331241236744
crossref_primary_10_1007_s10639_024_13192_y
crossref_primary_10_1080_0144929X_2025_2513569
crossref_primary_10_1155_2024_4918351
crossref_primary_10_1177_07356331241249956
crossref_primary_10_3389_feduc_2023_1164506
crossref_primary_10_1016_j_ecresq_2023_05_009
crossref_primary_10_1016_j_entcom_2024_100637
crossref_primary_10_3390_computers13030065
crossref_primary_10_1007_s10639_024_12747_3
crossref_primary_10_1007_s10639_022_11277_0
crossref_primary_10_1016_j_tsc_2024_101542
crossref_primary_10_1177_07356331231210946
crossref_primary_10_1080_15391523_2025_2557391
Cites_doi 10.1007/s10798-020-09616-8
10.1007/s00779-011-0404-2
10.20897/ejsteme/3868
10.14742/ajet.1077
10.1080/00221325.2020.1753645
10.1080/00094056.2016.1208008
10.4324/9781315398945
10.1542/peds.112.2.424
10.1002/RRQ.009
10.1145/2601248.2601268
10.1080/03004430.2014.967689
10.1145/2771839.2771915
10.1145/3017680.3017779
10.1016/j.compedu.2012.11.016
10.1007/s10798-012-9210-z
10.28945/4244
10.1080/00228958.2011.10516575
10.1007/s10643-012-0554-5
10.1080/07380569.2016.1216251
10.1002/ejsp.835
10.1016/j.chb.2019.05.029
10.3102/0034654317710096
10.1007/978-1-4614-6501-0_8
10.1016/j.chb.2016.08.047
10.1007/s40299-019-00478-w
10.2190/EC.50.4.f
10.3102/0013189X12463051
10.1016/j.chb.2019.03.018
10.1080/20004508.2019.1627844
10.1186/2193-1801-3-511
10.1145/2771839.2771868
10.1007/s10798-007-9040-6
10.1111/j.1471-6402.2006.00314.x
10.1080/10508406.2018.1468259
10.1126/science.1203618
10.1145/1240624.1240844
10.14352/jkaie.2017.21.4.381
10.1016/j.compedu.2013.10.020
10.1007/s10798-007-9032-6
10.1007/s40299-019-00459-z
10.1080/03004430.2018.1534844
10.1016/j.robot.2015.10.008
10.1080/15391523.2013.10782614
10.1007/s10798-014-9287-7
10.1016/j.infsof.2010.03.006
10.1007/s10758-010-9159-5
10.1145/2481449.2481466
10.1007/978-3-658-27602-7_1
10.1098/rsta.2008.0118
10.1007/s40299-019-00438-4
10.1111/bjet.12355
10.1007/s10798-015-9304-5
10.1145/1953163.1953297
10.1016/j.compedu.2019.04.013
10.1504/IJMLO.2016.077867
10.1007/s10956-005-2734-1
10.1145/2729094.2742599
10.1016/j.chb.2017.01.018
10.1007/s10798-015-9325-0
10.1007/s10758-010-9163-9
10.1145/1118178.1118215
10.1007/s10798-017-9397-0
10.3916/C59-2019-06
10.1037/0022-0663.92.1.144
10.1007/s10643-019-00967-z
10.1016/j.chb.2015.05.047
10.1007/s10639-018-9747-x
10.1080/08993408.2012.666038
10.3389/fpsyg.2019.02713
10.1147/sj.353.0443
ContentType Journal Article
Copyright The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021
COPYRIGHT 2022 Springer
The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021.
Copyright_xml – notice: The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021
– notice: COPYRIGHT 2022 Springer
– notice: The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2021.
DBID AAYXX
CITATION
7SW
BJH
BNH
BNI
BNJ
BNO
ERI
PET
REK
WWN
0-V
3V.
7XB
88B
8FK
8G5
ABUWG
AFKRA
AHOVV
ALSLI
AZQEC
BENPR
CCPQU
CJNVE
DWQXO
GNUQQ
GUQSH
M0P
M2O
MBDVC
PHGZM
PHGZT
PKEHL
PQEDU
PQEST
PQQKQ
PQUKI
PRINS
Q9U
DOI 10.1007/s10639-021-10700-2
DatabaseName CrossRef
ERIC
ERIC (Ovid)
ERIC
ERIC
ERIC (Legacy Platform)
ERIC( SilverPlatter )
ERIC
ERIC PlusText (Legacy Platform)
Education Resources Information Center (ERIC)
ERIC
ProQuest Social Sciences Premium Collection【Remote access available】
ProQuest Central (Corporate)
ProQuest Central (purchase pre-March 2016)
Education Database (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
Research Library (Alumni)
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Education Research Index
Social Science Premium Collection
ProQuest Central Essentials - QC
ProQuest Central
ProQuest One Community College
Education Collection
ProQuest Central Korea
ProQuest Central Student
ProQuest Research Library
Education Database
Research Library
Research Library (Corporate)
ProQuest Central Premium
ProQuest One Academic
ProQuest One Academic Middle East (New)
ProQuest One Education
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
DatabaseTitle CrossRef
ERIC
ProQuest One Education
Social Science Premium Collection
Education Collection
Research Library Prep
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Basic
ProQuest Education Journals
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
ProQuest One Community College
Research Library (Alumni Edition)
ProQuest Central China
ProQuest Central
ProQuest Social Sciences Premium Collection
ProQuest One Academic UKI Edition
ProQuest Central Korea
ProQuest Research Library
ProQuest Central (New)
ProQuest One Academic
ProQuest Education Journals (Alumni Edition)
ProQuest One Academic (New)
ProQuest Central (Alumni)
DatabaseTitleList ProQuest One Education
ERIC


Database_xml – sequence: 1
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
Education
Computer Science
EISSN 1573-7608
ERIC EJ1329389
EndPage 2082
ExternalDocumentID A706502986
EJ1329389
10_1007_s10639_021_10700_2
GroupedDBID -4Z
-59
-5G
-BR
-EM
-W8
-Y2
-~C
.86
.GO
.VR
0-V
06D
0R~
0VY
1N0
1SB
2.D
203
28-
29G
2J2
2JN
2JY
2KG
2LR
2P1
2VQ
2~H
30V
3V.
4.4
406
408
409
40D
40E
5GY
5QI
5VS
67Z
6NX
8G5
8TC
8UJ
95-
95.
95~
96X
AAAVM
AABHQ
AACDK
AAHNG
AAHSB
AAIAL
AAJBT
AAJKR
AANZL
AAOBN
AARHV
AARTL
AASML
AATNV
AATVU
AAUYE
AAWCG
AAYIU
AAYOK
AAYQN
AAYTO
AAYZH
ABAKF
ABBBX
ABBXA
ABDZT
ABECU
ABFTD
ABFTV
ABHLI
ABHQN
ABJNI
ABJOX
ABKCH
ABKTR
ABMNI
ABMQK
ABNWP
ABOPQ
ABQBU
ABQSL
ABSXP
ABTEG
ABTHY
ABTKH
ABTMW
ABULA
ABUWG
ABWNU
ABXPI
ACAOD
ACDTI
ACGFO
ACGFS
ACHSB
ACHXU
ACKNC
ACMDZ
ACMLO
ACOKC
ACOMO
ACPIV
ACREN
ACSNA
ACYUM
ACZOJ
ADHHG
ADHIR
ADIMF
ADINQ
ADKNI
ADKPE
ADMLS
ADRFC
ADTPH
ADURQ
ADYFF
ADYOE
ADZKW
AEBTG
AEFIE
AEFQL
AEGAL
AEGNC
AEJHL
AEJRE
AEKMD
AEMSY
AEOHA
AEPYU
AESKC
AETLH
AEVLU
AEXYK
AFBBN
AFEXP
AFGCZ
AFKRA
AFLOW
AFQWF
AFWTZ
AFYQB
AFZKB
AGAYW
AGDGC
AGGDS
AGJBK
AGMZJ
AGQEE
AGQMX
AGRTI
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHKAY
AHSBF
AHYZX
AIAKS
AIGIU
AIIXL
AILAN
AITGF
AJBLW
AJRNO
AJZVZ
ALMA_UNASSIGNED_HOLDINGS
ALSLI
ALWAN
AMKLP
AMTXH
AMXSW
AMYLF
AMYQR
AOCGG
ARALO
ARMRJ
ASPBG
AVWKF
AXYYD
AYJHY
AZFZN
AZQEC
B-.
BA0
BBWZM
BDATZ
BENPR
BGNMA
BPHCQ
BSONS
CAG
CCPQU
CJNVE
COF
CS3
CSCUP
DDRTE
DL5
DNIVK
DPUIP
DU5
DWQXO
EBLON
EBS
EDJ
EIOEI
EJD
ESBYG
FEDTE
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRRFC
FSGXE
FWDCC
GGCAI
GGRSB
GJIRD
GNUQQ
GNWQR
GQ6
GQ7
GQ8
GUQSH
GXS
H13
HF~
HG5
HG6
HMJXF
HQYDN
HRMNR
HVGLF
HZ~
I09
IAO
ICD
IEA
IER
IHE
IJ-
IKXTQ
ITC
ITM
IWAJR
IXC
IZIGR
IZQ
I~X
I~Z
J-C
J0Z
JBSCW
JCJTX
JZLTJ
KDC
KOV
KOW
LAK
LLZTM
M0P
M2O
M4Y
MA-
MK~
ML~
N2Q
NB0
NDZJH
NPVJJ
NQJWS
NU0
O-J
O9-
O93
O9G
O9I
O9J
OAM
OVD
P19
P2P
P9O
PF0
PQEDU
PQQKQ
PROAC
PT4
PT5
Q2X
QOK
QOS
R-Y
R4E
R89
R9I
RHV
RNI
ROL
RPX
RSV
RZC
RZD
RZK
S16
S1Z
S26
S27
S28
S3B
SAP
SCJ
SCLPG
SCO
SDH
SDM
SHX
SISQX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
STPWE
SZN
T13
T16
TEORI
TSG
TSK
TSV
TUC
U2A
UG4
UOJIU
UTJUX
UZXMN
VC2
VFIZW
W23
W48
WK6
WK8
YLTOR
Z45
Z81
Z83
Z88
ZMTXR
~A9
~EX
AAPKM
AAYXX
ABBRH
ABDBE
ABFSG
ABRTQ
ACSTC
ADHKG
AEZWR
AFDZB
AFFHD
AFHIU
AFOHR
AGQPQ
AHPBZ
AHWEU
AIXLP
ATHPR
AYFIA
CITATION
PHGZM
PHGZT
7SW
BJH
BNH
BNI
BNJ
BNO
ERI
PET
REK
WWN
7XB
8FK
AHOVV
MBDVC
PKEHL
PQEST
PQUKI
PRINS
Q9U
ID FETCH-LOGICAL-c408t-1d0adcc1adf55d973e94ebbf026f80e8e00b7aaa7fe1d1d42073b6d9c455a8403
IEDL.DBID M0P
ISICitedReferencesCount 79
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000682669800003&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 1360-2357
IngestDate Tue Dec 02 16:06:12 EST 2025
Sat Nov 29 13:24:42 EST 2025
Sat Nov 29 10:10:43 EST 2025
Tue Dec 02 16:44:30 EST 2025
Tue Nov 18 22:23:17 EST 2025
Sat Nov 29 06:26:22 EST 2025
Fri Feb 21 02:48:09 EST 2025
IsDoiOpenAccess false
IsOpenAccess false
IsPeerReviewed true
IsScholarly true
Issue 2
Keywords Early-childhood education
Computational thinking
Computing education
Programming
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c408t-1d0adcc1adf55d973e94ebbf026f80e8e00b7aaa7fe1d1d42073b6d9c455a8403
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-6169-7871
PQID 2640563698
PQPubID 55384
PageCount 24
ParticipantIDs proquest_journals_2640563698
gale_infotracmisc_A706502986
gale_infotracacademiconefile_A706502986
eric_primary_EJ1329389
crossref_citationtrail_10_1007_s10639_021_10700_2
crossref_primary_10_1007_s10639_021_10700_2
springer_journals_10_1007_s10639_021_10700_2
PublicationCentury 2000
PublicationDate 20220300
2022-03-00
20220301
PublicationDateYYYYMMDD 2022-03-01
PublicationDate_xml – month: 3
  year: 2022
  text: 20220300
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationSubtitle The Official Journal of the IFIP Technical Committee on Education
PublicationTitle Education and information technologies
PublicationTitleAbbrev Educ Inf Technol
PublicationYear 2022
Publisher Springer US
Springer
Springer Nature B.V
Publisher_xml – name: Springer US
– name: Springer
– name: Springer Nature B.V
References Bers (CR7) 2008
Güneş, Şahin (CR34) 2020
Wyeth, Wyeth, Goevel, Siekmann, Wahlster (CR95) 2008
Yücel, Rızvanoğlu (CR97) 2019; 99
CR37
CR36
Atmatzidou, Demetriadis (CR5) 2016; 75
Rogers, Portsmore (CR77) 2004; 5
Sullivan, Bers (CR84) 2018; 17
CR31
Mioduser, Levy (CR59) 2010; 15
Horn (CR38) 2018; 27
Larson, Miller (CR48) 2011; 47
McGlone (CR55) 2006; 30
Kalelioğlu (CR41) 2015; 52
Kazakoff, Bers (CR44) 2012; 21
Resnick, Martin, Sargent, Silverman (CR74) 1996; 35
Reilly (CR73) 2013; 2927
Bers (CR11) 2018
Sullivan, Bers (CR88) 2019; 18
CR47
CR46
Angeli, Valanides (CR2) 2020; 105
Muñoz-Repiso, Caballero-González (CR29) 2019; 27
CR45
CR40
Messer, Thomas, Holliman, Kucirkova (CR56) 2018; 23
Manches, Plowman (CR53) 2017; 48
Newman, Gough, Zawacki-Richter, Kerres, Bedenlier, Bond, Buntins (CR65) 2020
Grover, Pea (CR32) 2013; 42
Doube, Lang (CR21) 2012; 22
CR54
Bers (CR10) 2018; 3
Portelance, Strawhacker, Bers (CR71) 2016; 26
Elkin, Sullivan, Bers (CR23) 2014; 13
Román-González, Perez-González, Jimenez-Fernández (CR78) 2017; 72
Elkin, Sullivan, Bers (CR24) 2016; 33
Grover, Pea, Sentance, Carsten, Barendsen (CR33) 2018
Toh, Causo, Tzuo, Chen, Yeo (CR91) 2016; 19
Kazakoff, Bers (CR42) 2014; 50
Montemayor, Druin, Hendler, Druin, Hendler (CR62) 2000
Sullivan, Bers (CR86) 2016; 26
Papadakis, Kalogiannakis, Zaranis (CR68) 2016; 10
CR61
Fujita, Kitano, Doi, Druin, Hendler (CR28) 2000
Kazakoff, Sullivan, Bers (CR43) 2013; 41
Bers, Portsmore (CR12) 2005; 14
Flórez, Casallas, Hernández, Reyes, Restrepo, Danies (CR27) 2017; 87
Mioduser, Levy, Talis (CR60) 2009; 19
Arfé, Vardanega, Montuori, Lavanga (CR4) 2019; 10
Papert (CR69) 1993
Wing (CR92) 2006; 49
Zan (CR98) 2016
Campbell, Walsh (CR16) 2017; 22
Du, Wimmer (CR22) 2019; 17
CR76
Wing (CR93) 2008; 366
CR70
Strawhacker, Bers (CR83) 2015; 25
Horn, Crouser, Bers (CR39) 2011; 16
Morgado, Cruz, Kahn (CR63) 2010
(CR1) 2003; 112
CR9
Saxena, Lo, Hew, Wong (CR79) 2020; 29
CR89
Nam, Kim, Lee (CR64) 2019; 28
Levy, Mioduser (CR51) 2008; 18
CR81
CR80
Levy, Mioduser (CR52) 2010; 15
Sullivan, Bers (CR87) 2018; 28
Di Lieto, Inguaggiato, Castro, Cecchi, Cioni, Dell’Omo, Dario (CR20) 2017; 71
Metin (CR57) 2020
CR19
Olgan (CR67) 2015; 185
Pugnali, Sullivan, Bers (CR72) 2017; 16
CR15
Compton-Lilly, Rogers, Lewis (CR18) 2012; 47
So, Kim, Ryoo (CR82) 2020; 29
CR96
Barr, Harrison, Conery (CR6) 2011; 38
CR94
Tiedemann (CR90) 2000; 92
Reynolds, Temple, Ou, Arteaga, White (CR75) 2011; 333
Sullivan, Bers (CR85) 2013; 23
Bers, Flannery, Kazakoff, Sullivan (CR13) 2014; 72
Highfield (CR35) 2010; 15
Appel, Kronberger, Aronson (CR3) 2011; 41
Bers, Horn, Berson, Berson (CR8) 2010
Metz, Burke, Mattis, Elgar (CR58) 2007
Nouri, Zhang, Mannila, Norén (CR66) 2020; 11
Geist (CR30) 2016; 92
Bers, González-González, Armas-Torres (CR14) 2019; 138
Lee, Junoh (CR50) 2019; 47
CR25
Çetin, Demircan (CR17) 2018; 190
Flannery, Bers (CR26) 2013; 46
Lee, Jung, Park (CR49) 2017; 21
MC Di Lieto (10700_CR20) 2017; 71
ST Levy (10700_CR51) 2008; 18
10700_CR96
10700_CR94
10700_CR15
W Doube (10700_CR21) 2012; 22
10700_CR19
A Manches (10700_CR53) 2017; 48
MS Horn (10700_CR38) 2018; 27
M Román-González (10700_CR78) 2017; 72
S Metin (10700_CR57) 2020
M Reilly (10700_CR73) 2013; 2927
MU Bers (10700_CR11) 2018
M Appel (10700_CR3) 2011; 41
ER Kazakoff (10700_CR43) 2013; 41
B Zan (10700_CR98) 2016
10700_CR89
D Mioduser (10700_CR59) 2010; 15
D Messer (10700_CR56) 2018; 23
A Sullivan (10700_CR87) 2018; 28
MU Bers (10700_CR8) 2010
A Sullivan (10700_CR85) 2013; 23
J Tiedemann (10700_CR90) 2000; 92
American Academy of Pediatrics (10700_CR1) 2003; 112
C Compton-Lilly (10700_CR18) 2012; 47
D Mioduser (10700_CR60) 2009; 19
Y Yücel (10700_CR97) 2019; 99
10700_CR80
10700_CR81
MU Bers (10700_CR7) 2008
10700_CR31
10700_CR37
10700_CR36
KW Nam (10700_CR64) 2019; 28
M Fujita (10700_CR28) 2000
LC Larson (10700_CR48) 2011; 47
ER Kazakoff (10700_CR42) 2014; 50
AJ Reynolds (10700_CR75) 2011; 333
10700_CR9
M Newman (10700_CR65) 2020
P Wyeth (10700_CR95) 2008
B Arfé (10700_CR4) 2019; 10
10700_CR25
C Rogers (10700_CR77) 2004; 5
AGV Muñoz-Repiso (10700_CR29) 2019; 27
K Highfield (10700_CR35) 2010; 15
ST Levy (10700_CR52) 2010; 15
A Saxena (10700_CR79) 2020; 29
G Güneş (10700_CR34) 2020
D Barr (10700_CR6) 2011; 38
S Atmatzidou (10700_CR5) 2016; 75
10700_CR54
J Lee (10700_CR50) 2019; 47
M Çetin (10700_CR17) 2018; 190
HJ So (10700_CR82) 2020; 29
C Campbell (10700_CR16) 2017; 22
MU Bers (10700_CR14) 2019; 138
E Geist (10700_CR30) 2016; 92
BF Flórez (10700_CR27) 2017; 87
LPE Toh (10700_CR91) 2016; 19
A Pugnali (10700_CR72) 2017; 16
10700_CR40
10700_CR45
J Du (10700_CR22) 2019; 17
10700_CR46
10700_CR47
C Angeli (10700_CR2) 2020; 105
JM Wing (10700_CR93) 2008; 366
MU Bers (10700_CR13) 2014; 72
A Strawhacker (10700_CR83) 2015; 25
LP Flannery (10700_CR26) 2013; 46
L Morgado (10700_CR63) 2010
A Sullivan (10700_CR84) 2018; 17
MU Bers (10700_CR10) 2018; 3
J Montemayor (10700_CR62) 2000
10700_CR76
JM Lee (10700_CR49) 2017; 21
M Resnick (10700_CR74) 1996; 35
S Grover (10700_CR32) 2013; 42
DJ Portelance (10700_CR71) 2016; 26
JM Wing (10700_CR92) 2006; 49
10700_CR70
A Sullivan (10700_CR88) 2019; 18
S Grover (10700_CR33) 2018
10700_CR61
J Nouri (10700_CR66) 2020; 11
R Olgan (10700_CR67) 2015; 185
E Kazakoff (10700_CR44) 2012; 21
MU Bers (10700_CR12) 2005; 14
MS McGlone (10700_CR55) 2006; 30
F Kalelioğlu (10700_CR41) 2015; 52
M Horn (10700_CR39) 2011; 16
S Papert (10700_CR69) 1993
A Sullivan (10700_CR86) 2016; 26
SS Metz (10700_CR58) 2007
M Elkin (10700_CR23) 2014; 13
M Elkin (10700_CR24) 2016; 33
S Papadakis (10700_CR68) 2016; 10
References_xml – ident: CR45
– volume: 29
  start-page: 55
  issue: 1
  year: 2020
  end-page: 66
  ident: CR79
  article-title: Designing unplugged and plugged activities to cultivate computational thinking: An exploratory study in early childhood education
  publication-title: The Asia-Pacific Education Researcher
– volume: 47
  start-page: 121
  issue: 3
  year: 2011
  end-page: 123
  ident: CR48
  article-title: 21st century skills: Prepare students for the future
  publication-title: Kappa Delta Pi Record
– volume: 72
  start-page: 145
  year: 2014
  end-page: 157
  ident: CR13
  article-title: Computational thinking and tinkering: Exploration of an early childhood robotics curriculum
  publication-title: Computers & Education
– volume: 47
  start-page: 709
  issue: 6
  year: 2019
  end-page: 716
  ident: CR50
  article-title: Implementing unplugged coding activities in early childhood classrooms
  publication-title: Early Childhood Education Journal
– volume: 48
  start-page: 191
  issue: 1
  year: 2017
  end-page: 201
  ident: CR53
  article-title: Computing education in children's early years: A call for debate
  publication-title: British Journal of Educational Technology
– volume: 18
  start-page: 113
  year: 2019
  end-page: 138
  ident: CR88
  article-title: Computer science education in early childhood: The case of ScratchJr
  publication-title: Journal of Information Technology Education: Innovations in Practice
– volume: 99
  start-page: 352
  year: 2019
  end-page: 365
  ident: CR97
  article-title: Battling gender stereotypes: A user study of a code-learning game, “Code Combat”, with middle school children
  publication-title: Computers in Human Behavior
– volume: 33
  start-page: 169
  issue: 3
  year: 2016
  end-page: 186
  ident: CR24
  article-title: Programming with the KIBO robotics kit in preschool classrooms
  publication-title: Computers in the Schools
– ident: CR54
– ident: CR80
– volume: 49
  start-page: 33
  issue: 3
  year: 2006
  end-page: 35
  ident: CR92
  article-title: Computational thinking
  publication-title: Communications of the ACM
– ident: CR25
– volume: 15
  start-page: 21
  issue: 1
  year: 2010
  end-page: 43
  ident: CR52
  article-title: Approaching complexity through planful play: Kindergarten children’s strategies in constructing an autonomous robot’s behavior
  publication-title: International Journal of Computers for Mathematical Learning
– volume: 10
  start-page: 187
  issue: 3
  year: 2016
  end-page: 202
  ident: CR68
  article-title: Developing fundamental programming concepts and computational thinking with ScratchJr in preschool education: A case study
  publication-title: International Journal of Mobile Learning and Organisation
– volume: 87
  start-page: 834
  issue: 4
  year: 2017
  end-page: 860
  ident: CR27
  article-title: Changing a generation’s way of thinking: Teaching computational thinking through programming
  publication-title: Review of Educational Research
– start-page: 37
  year: 2000
  end-page: 72
  ident: CR28
  article-title: Robot entertainment
  publication-title: Robots for kids: Exploring new technologies for learning
– volume: 25
  start-page: 293
  issue: 3
  year: 2015
  end-page: 319
  ident: CR83
  article-title: “I want my robot to look for food”: Comparing Kindergartner’s programming comprehension using tangible, graphic, and hybrid user interfaces
  publication-title: International Journal of Technology and Design Education
– ident: CR19
– volume: 47
  start-page: 33
  issue: 1
  year: 2012
  end-page: 60
  ident: CR18
  article-title: Analyzing epistemological considerations related to diversity: An integrative critical literature review of family literacy scholarship
  publication-title: Reading Research Quarterly
– volume: 28
  start-page: 325
  issue: 2
  year: 2018
  end-page: 346
  ident: CR87
  article-title: Dancing robots: Integrating art, music, and robotics in Singapore’s early childhood centers
  publication-title: International Journal of Technology and Design Education
– year: 2020
  ident: CR57
  article-title: Activity-based unplugged coding during the preschool period
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-020-09616-8
– volume: 16
  start-page: 171
  year: 2017
  end-page: 193
  ident: CR72
  article-title: The impact of user interface on young children’s computational thinking
  publication-title: Journal of Information Technology Education: Innovations in Practice
– ident: CR36
– volume: 190
  start-page: 1323
  issue: 9
  year: 2018
  end-page: 1335
  ident: CR17
  article-title: Empowering technology and engineering for STEM education through programming robots: A systematic literature review
  publication-title: Early Child Development and Care
– volume: 19
  start-page: 148
  issue: 2
  year: 2016
  end-page: 163
  ident: CR91
  article-title: A review on the use of robots in education and young children
  publication-title: Journal of Educational Technology & Society
– volume: 38
  start-page: 20
  issue: 6
  year: 2011
  end-page: 23
  ident: CR6
  article-title: Computational thinking: A digital age skill for everyone
  publication-title: Learning and Leading with Technology
– ident: CR47
– volume: 21
  start-page: 371
  issue: 4
  year: 2012
  end-page: 391
  ident: CR44
  article-title: Programming in a robotics context in the pre-primary classroom: The impact on sequencing skills
  publication-title: Journal of Educational Multimedia and Hypermedia
– start-page: 184
  year: 2007
  end-page: 209
  ident: CR58
  article-title: Attracting the engineering of 2020 today
  publication-title: Women and minorities in science, technology, engineering and mathematics: Upping the numbers
– start-page: 73
  year: 2000
  end-page: 110
  ident: CR62
  article-title: PETS: A personal electronic teller of stories
  publication-title: Robots for kids: Exploring new technologies for learning
– ident: CR89
– volume: 22
  start-page: 10
  issue: 3
  year: 2017
  ident: CR16
  article-title: Introducing the 'new' digital literacy of coding in the early years
  publication-title: Practical Literacy: THe Early and Primary Years
– volume: 71
  start-page: 16
  year: 2017
  end-page: 23
  ident: CR20
  article-title: Educational robotics intervention on executive functions in preschool children: A pilot study
  publication-title: Computers in Human Behavior
– start-page: 49
  year: 2010
  end-page: 70
  ident: CR8
  article-title: Tangible programming in early childhood: Revisiting developmental assumptions through new technologies
  publication-title: High-tech tots: Childhood in a digital world
– volume: 26
  start-page: 489
  issue: 4
  year: 2016
  end-page: 504
  ident: CR71
  article-title: Constructing the ScratchJr programming language in the early childhood classroom
  publication-title: International Journal of Technology and Design Education
– volume: 28
  start-page: 387
  issue: 5
  year: 2019
  end-page: 397
  ident: CR64
  article-title: Connecting plans to action: The effects of a card-coded robotics curriculum and activities on Korean kindergartners
  publication-title: The Asia-Pacific Education Researcher
– volume: 16
  start-page: 379
  issue: 4
  year: 2011
  end-page: 389
  ident: CR39
  article-title: Tangible interaction and learning: The case for a hybrid approach
  publication-title: Personal and Ubiquitous Computing
  doi: 10.1007/s00779-011-0404-2
– volume: 3
  start-page: 8
  issue: 3
  year: 2018
  ident: CR10
  article-title: Coding and computational thinking in early childhood: The impact of ScratchJr in Europe
  publication-title: European Journal of STEM Education
  doi: 10.20897/ejsteme/3868
– ident: CR94
– volume: 366
  start-page: 3717
  issue: 1881
  year: 2008
  end-page: 3725
  ident: CR93
  article-title: Computational thinking and thinking about computing
  publication-title: Philosophical Transactions of the Royal Society a: Mathematical, Physical and Engineering Sciences
– volume: 46
  start-page: 81
  issue: 1
  year: 2013
  end-page: 101
  ident: CR26
  article-title: Let’s dance the “robot hokey-pokey!” children’s programming approaches and achievement throughout early cognitive development
  publication-title: Journal of Research on Technology in Education
– volume: 14
  start-page: 59
  issue: 1
  year: 2005
  end-page: 73
  ident: CR12
  article-title: Teaching partnerships: Early childhood and engineering student teaching math and science through robotics
  publication-title: Journal of Science Education and Technology
– volume: 41
  start-page: 904
  year: 2011
  end-page: 913
  ident: CR3
  article-title: Stereotype threat impairs ability building: Effects on test preparation among women in science and technology
  publication-title: European Journal of Social Psychology
– volume: 27
  start-page: 632
  issue: 4
  year: 2018
  end-page: 665
  ident: CR38
  article-title: Tangible interaction and cultural forms: Supporting learning in informal environments
  publication-title: Journal of the Learning Sciences
– volume: 21
  start-page: 381
  issue: 4
  year: 2017
  end-page: 391
  ident: CR49
  article-title: Gender differences in computational thinking, creativity, and academic interest on elementary SW education
  publication-title: Journal of the Korean Association of Information Education
– start-page: 124
  year: 2008
  end-page: 135
  ident: CR95
  article-title: Robot building for preschoolers
  publication-title: Lecture notes in artificial intelligence
– volume: 23
  start-page: 2879
  issue: 6
  year: 2018
  end-page: 2888
  ident: CR56
  article-title: Evaluating the effectiveness of an educational programming intervention on children’s mathematics skills, spatial awareness and working memory
  publication-title: Education and Information Technologies
– volume: 11
  start-page: 1
  issue: 1
  year: 2020
  end-page: 17
  ident: CR66
  article-title: Development of computational thinking, digital competence and 21st century skills when learning programming in K-9
  publication-title: Education Inquiry
– volume: 2927
  start-page: 21
  year: 2013
  end-page: 22
  ident: CR73
  article-title: The kindergarten coders
  publication-title: New Scientist
– volume: 22
  start-page: 63
  year: 2012
  end-page: 78
  ident: CR21
  article-title: Gender and stereotypes in motivation to study computer programming for careers in multimedia
  publication-title: Computer Science Education
– volume: 13
  start-page: 153
  year: 2014
  end-page: 169
  ident: CR23
  article-title: Implementing a robotics curriculum in an early childhood Montessori classroom
  publication-title: Journal of Information Technology Education: Innovations in Practice
– volume: 41
  start-page: 245
  issue: 4
  year: 2013
  end-page: 255
  ident: CR43
  article-title: The effect of a classroom-based intensive robotics and programming workshop on sequencing ability in early childhood
  publication-title: Early Childhood Education Journal
– year: 2010
  ident: CR63
  article-title: Preschool cookbook of computer programming topics
  publication-title: Australasian Journal of Educational Technology
  doi: 10.14742/ajet.1077
– ident: CR70
– volume: 30
  start-page: 392
  year: 2006
  end-page: 398
  ident: CR55
  article-title: Stereotype threat and the gender gap in political knowledge
  publication-title: Psychology of Women Quarterly
– volume: 92
  start-page: 144
  issue: 1
  year: 2000
  end-page: 151
  ident: CR90
  article-title: Parents' gender stereotypes and teachers' beliefs as predictors of children's concept of their mathematical ability in elementary school
  publication-title: Journal of Educational Psychology
– volume: 18
  start-page: 337
  issue: 4
  year: 2008
  end-page: 359
  ident: CR51
  article-title: Does it “want” or “was it programmed to…”? Kindergarten children’s explanations of an autonomous robot’s adaptive functioning
  publication-title: International Journal of Technology and Design Education
– start-page: 3
  year: 2020
  end-page: 22
  ident: CR65
  article-title: Systematic reviews in educational research methodology, perspectives, and application
  publication-title: Systematic reviews in educational research
– year: 2008
  ident: CR7
  publication-title: Blocks to robots: Learning with technology in the early childhood classroom
– volume: 75
  start-page: 661
  year: 2016
  end-page: 670
  ident: CR5
  article-title: Advancing students’ computational thinking skills through educational robotics: A study on age and gender relevant differences
  publication-title: Robotics & Autonomous Systems
– volume: 17
  start-page: 153
  issue: 1
  year: 2018
  end-page: 162
  ident: CR84
  article-title: The impact of teacher gender on girls’ performance on programming tasks in early elementary school
  publication-title: Journal of Information Technology Education: Innovations in Practice
– volume: 50
  start-page: 553
  issue: 4
  year: 2014
  end-page: 573
  ident: CR42
  article-title: Put your robot in, put your robot out: Sequencing through programming robots in early childhood
  publication-title: Journal of Educational Computing Research
– ident: CR61
– volume: 185
  start-page: 926
  issue: 6
  year: 2015
  end-page: 942
  ident: CR67
  article-title: Influences on Turkish early childhood teachers’ science teaching practices and the science content covered in the early years
  publication-title: Early Child Development and Care
– volume: 10
  start-page: 2713
  year: 2019
  ident: CR4
  article-title: Coding in primary grades boosts children’s executive functions
  publication-title: Frontiers in Psychology
– start-page: 1
  year: 2016
  end-page: 9
  ident: CR98
  article-title: Introduction: Why STEM? Why early childhood? Why now?
  publication-title: STEM learning with young children: Inquiry teaching with ramps and pathways
– volume: 27
  start-page: 63
  issue: 59
  year: 2019
  end-page: 72
  ident: CR29
  article-title: Robotics to develop computational thinking in early childhood education
  publication-title: Comunicar. Media Education Research Journal
– ident: CR46
– ident: CR96
– volume: 333
  start-page: 360
  issue: 6040
  year: 2011
  end-page: 364
  ident: CR75
  article-title: School-based early childhood education and age-28 well-being: Effects by timing, dosage, and subgroups
  publication-title: Science
– ident: CR15
– volume: 138
  start-page: 130
  year: 2019
  end-page: 145
  ident: CR14
  article-title: Coding as a playground: Promoting positive learning experiences in childhood classrooms
  publication-title: Computers & Education
– volume: 5
  start-page: 17
  issue: 3/4
  year: 2004
  end-page: 28
  ident: CR77
  article-title: Bringing engineering to elementary school
  publication-title: Journal of STEM Education
– ident: CR9
– volume: 105
  start-page: 105954
  year: 2020
  ident: CR2
  article-title: Developing young children's computational thinking with educational robotics: An interaction effect between gender and scaffolding strategy
  publication-title: Computers in Human Behavior
– ident: CR81
– volume: 26
  start-page: 3
  issue: 1
  year: 2016
  end-page: 20
  ident: CR86
  article-title: Robotics in the early childhood classroom: Learning outcomes from an 8-week robotics curriculum in pre-kindergarten through second grade
  publication-title: International Journal of Technology and Design Education
– volume: 29
  start-page: 85
  issue: 1
  year: 2020
  end-page: 100
  ident: CR82
  article-title: Trajectories of developing computational thinking competencies: Case portraits of Korean gifted girls
  publication-title: The Asia-Pacific Education Researcher
– year: 2020
  ident: CR34
  article-title: Preschoolers’ thoughts on the concept of time
  publication-title: The Journal of Genetic Psychology
  doi: 10.1080/00221325.2020.1753645
– volume: 92
  start-page: 298
  issue: 4
  year: 2016
  end-page: 304
  ident: CR30
  article-title: Robots, programming and coding, Oh my!
  publication-title: Childhood Education
  doi: 10.1080/00094056.2016.1208008
– year: 2018
  ident: CR11
  publication-title: Coding as a playground: Programming and computational thinking in the early childhood classroom
  doi: 10.4324/9781315398945
– volume: 17
  start-page: 91
  issue: 4
  year: 2019
  end-page: 100
  ident: CR22
  article-title: Hour of code: A study of gender differences in computing
  publication-title: Information Systems Education Journal
– volume: 35
  start-page: 443
  issue: 3–4
  year: 1996
  end-page: 452
  ident: CR74
  article-title: Programmable bricks: Toys to think with
  publication-title: IBM Systems Journal
– ident: CR37
– volume: 19
  start-page: 15
  issue: 1
  year: 2009
  end-page: 36
  ident: CR60
  article-title: Episodes to scripts to rules: Concrete-abstractions in kindergarten children’s explanations of a robot’s behavior
  publication-title: International Journal of Technology and Design Education
– volume: 23
  start-page: 691
  issue: 3
  year: 2013
  end-page: 702
  ident: CR85
  article-title: Gender differences in kindergarteners’ robotics and programming achievement
  publication-title: International Journal of Technology and Design Education
– ident: CR40
– year: 2018
  ident: CR33
  article-title: Computational thinking: A competency whose time has come
  publication-title: Computer science education: Perspectives on teaching and learning
– volume: 112
  start-page: 424
  issue: 2
  year: 2003
  end-page: 430
  ident: CR1
  article-title: Prevention of pediatric overweight and obesity: Policy statement
  publication-title: Pediatrics
  doi: 10.1542/peds.112.2.424
– ident: CR31
– year: 1993
  ident: CR69
  publication-title: Mindstorms-children, computers, and powerful ideas
– volume: 15
  start-page: 22
  issue: 2
  year: 2010
  end-page: 27
  ident: CR35
  article-title: Robotic toys as a catalyst for mathematical problem solving
  publication-title: Australian Primary Mathematics Classroom
– volume: 15
  start-page: 99
  issue: 2
  year: 2010
  end-page: 127
  ident: CR59
  article-title: Making sense by building sense: Kindergarten children’s construction and understanding of adaptive robot behaviors
  publication-title: International Journal of Computers for Mathematical Learning
– volume: 52
  start-page: 200
  year: 2015
  end-page: 210
  ident: CR41
  article-title: A new way of teaching programming skills to K-12 students: Code.org
  publication-title: Computers in Human Behavior
– ident: CR76
– volume: 72
  start-page: 678
  year: 2017
  end-page: 691
  ident: CR78
  article-title: Which cognitive abilities underlie computational thinking? Criterion validity of the computational thinking test
  publication-title: Computers in Human Behavior
– volume: 42
  start-page: 38
  issue: 1
  year: 2013
  end-page: 43
  ident: CR32
  article-title: Computational thinking in K-12: A review of the state of the field
  publication-title: Educational Researcher
– volume: 47
  start-page: 33
  issue: 1
  year: 2012
  ident: 10700_CR18
  publication-title: Reading Research Quarterly
  doi: 10.1002/RRQ.009
– ident: 10700_CR94
  doi: 10.1145/2601248.2601268
– volume: 185
  start-page: 926
  issue: 6
  year: 2015
  ident: 10700_CR67
  publication-title: Early Child Development and Care
  doi: 10.1080/03004430.2014.967689
– start-page: 37
  volume-title: Robots for kids: Exploring new technologies for learning
  year: 2000
  ident: 10700_CR28
– ident: 10700_CR37
– ident: 10700_CR31
  doi: 10.1145/2771839.2771915
– ident: 10700_CR81
– ident: 10700_CR76
  doi: 10.1145/3017680.3017779
– ident: 10700_CR25
  doi: 10.1016/j.compedu.2012.11.016
– start-page: 124
  volume-title: Lecture notes in artificial intelligence
  year: 2008
  ident: 10700_CR95
– volume: 23
  start-page: 691
  issue: 3
  year: 2013
  ident: 10700_CR85
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-012-9210-z
– ident: 10700_CR9
– year: 2020
  ident: 10700_CR34
  publication-title: The Journal of Genetic Psychology
  doi: 10.1080/00221325.2020.1753645
– volume-title: Computer science education: Perspectives on teaching and learning
  year: 2018
  ident: 10700_CR33
– volume: 18
  start-page: 113
  year: 2019
  ident: 10700_CR88
  publication-title: Journal of Information Technology Education: Innovations in Practice
  doi: 10.28945/4244
– ident: 10700_CR40
– volume: 47
  start-page: 121
  issue: 3
  year: 2011
  ident: 10700_CR48
  publication-title: Kappa Delta Pi Record
  doi: 10.1080/00228958.2011.10516575
– year: 2010
  ident: 10700_CR63
  publication-title: Australasian Journal of Educational Technology
  doi: 10.14742/ajet.1077
– volume: 41
  start-page: 245
  issue: 4
  year: 2013
  ident: 10700_CR43
  publication-title: Early Childhood Education Journal
  doi: 10.1007/s10643-012-0554-5
– volume: 33
  start-page: 169
  issue: 3
  year: 2016
  ident: 10700_CR24
  publication-title: Computers in the Schools
  doi: 10.1080/07380569.2016.1216251
– volume: 41
  start-page: 904
  year: 2011
  ident: 10700_CR3
  publication-title: European Journal of Social Psychology
  doi: 10.1002/ejsp.835
– volume: 99
  start-page: 352
  year: 2019
  ident: 10700_CR97
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2019.05.029
– start-page: 184
  volume-title: Women and minorities in science, technology, engineering and mathematics: Upping the numbers
  year: 2007
  ident: 10700_CR58
– start-page: 49
  volume-title: High-tech tots: Childhood in a digital world
  year: 2010
  ident: 10700_CR8
– volume: 87
  start-page: 834
  issue: 4
  year: 2017
  ident: 10700_CR27
  publication-title: Review of Educational Research
  doi: 10.3102/0034654317710096
– ident: 10700_CR70
– volume-title: Mindstorms-children, computers, and powerful ideas
  year: 1993
  ident: 10700_CR69
– volume: 2927
  start-page: 21
  year: 2013
  ident: 10700_CR73
  publication-title: New Scientist
– ident: 10700_CR61
  doi: 10.1007/978-1-4614-6501-0_8
– volume: 21
  start-page: 371
  issue: 4
  year: 2012
  ident: 10700_CR44
  publication-title: Journal of Educational Multimedia and Hypermedia
– volume: 72
  start-page: 678
  year: 2017
  ident: 10700_CR78
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2016.08.047
– volume: 16
  start-page: 171
  year: 2017
  ident: 10700_CR72
  publication-title: Journal of Information Technology Education: Innovations in Practice
– volume: 29
  start-page: 55
  issue: 1
  year: 2020
  ident: 10700_CR79
  publication-title: The Asia-Pacific Education Researcher
  doi: 10.1007/s40299-019-00478-w
– volume: 50
  start-page: 553
  issue: 4
  year: 2014
  ident: 10700_CR42
  publication-title: Journal of Educational Computing Research
  doi: 10.2190/EC.50.4.f
– volume: 17
  start-page: 91
  issue: 4
  year: 2019
  ident: 10700_CR22
  publication-title: Information Systems Education Journal
– volume: 42
  start-page: 38
  issue: 1
  year: 2013
  ident: 10700_CR32
  publication-title: Educational Researcher
  doi: 10.3102/0013189X12463051
– volume: 105
  start-page: 105954
  year: 2020
  ident: 10700_CR2
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2019.03.018
– volume: 11
  start-page: 1
  issue: 1
  year: 2020
  ident: 10700_CR66
  publication-title: Education Inquiry
  doi: 10.1080/20004508.2019.1627844
– ident: 10700_CR19
  doi: 10.1186/2193-1801-3-511
– volume: 112
  start-page: 424
  issue: 2
  year: 2003
  ident: 10700_CR1
  publication-title: Pediatrics
  doi: 10.1542/peds.112.2.424
– ident: 10700_CR89
  doi: 10.1145/2771839.2771868
– volume: 19
  start-page: 15
  issue: 1
  year: 2009
  ident: 10700_CR60
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-007-9040-6
– volume: 13
  start-page: 153
  year: 2014
  ident: 10700_CR23
  publication-title: Journal of Information Technology Education: Innovations in Practice
– volume: 30
  start-page: 392
  year: 2006
  ident: 10700_CR55
  publication-title: Psychology of Women Quarterly
  doi: 10.1111/j.1471-6402.2006.00314.x
– volume: 22
  start-page: 10
  issue: 3
  year: 2017
  ident: 10700_CR16
  publication-title: Practical Literacy: THe Early and Primary Years
– ident: 10700_CR36
– volume: 5
  start-page: 17
  issue: 3/4
  year: 2004
  ident: 10700_CR77
  publication-title: Journal of STEM Education
– volume: 27
  start-page: 632
  issue: 4
  year: 2018
  ident: 10700_CR38
  publication-title: Journal of the Learning Sciences
  doi: 10.1080/10508406.2018.1468259
– volume: 333
  start-page: 360
  issue: 6040
  year: 2011
  ident: 10700_CR75
  publication-title: Science
  doi: 10.1126/science.1203618
– ident: 10700_CR45
  doi: 10.1145/1240624.1240844
– volume: 21
  start-page: 381
  issue: 4
  year: 2017
  ident: 10700_CR49
  publication-title: Journal of the Korean Association of Information Education
  doi: 10.14352/jkaie.2017.21.4.381
– volume: 38
  start-page: 20
  issue: 6
  year: 2011
  ident: 10700_CR6
  publication-title: Learning and Leading with Technology
– volume: 17
  start-page: 153
  issue: 1
  year: 2018
  ident: 10700_CR84
  publication-title: Journal of Information Technology Education: Innovations in Practice
– volume: 72
  start-page: 145
  year: 2014
  ident: 10700_CR13
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2013.10.020
– ident: 10700_CR47
– volume: 18
  start-page: 337
  issue: 4
  year: 2008
  ident: 10700_CR51
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-007-9032-6
– volume: 19
  start-page: 148
  issue: 2
  year: 2016
  ident: 10700_CR91
  publication-title: Journal of Educational Technology & Society
– volume: 29
  start-page: 85
  issue: 1
  year: 2020
  ident: 10700_CR82
  publication-title: The Asia-Pacific Education Researcher
  doi: 10.1007/s40299-019-00459-z
– volume: 190
  start-page: 1323
  issue: 9
  year: 2018
  ident: 10700_CR17
  publication-title: Early Child Development and Care
  doi: 10.1080/03004430.2018.1534844
– volume: 3
  start-page: 8
  issue: 3
  year: 2018
  ident: 10700_CR10
  publication-title: European Journal of STEM Education
  doi: 10.20897/ejsteme/3868
– volume-title: Coding as a playground: Programming and computational thinking in the early childhood classroom
  year: 2018
  ident: 10700_CR11
  doi: 10.4324/9781315398945
– volume: 75
  start-page: 661
  year: 2016
  ident: 10700_CR5
  publication-title: Robotics & Autonomous Systems
  doi: 10.1016/j.robot.2015.10.008
– volume: 46
  start-page: 81
  issue: 1
  year: 2013
  ident: 10700_CR26
  publication-title: Journal of Research on Technology in Education
  doi: 10.1080/15391523.2013.10782614
– start-page: 73
  volume-title: Robots for kids: Exploring new technologies for learning
  year: 2000
  ident: 10700_CR62
– volume: 25
  start-page: 293
  issue: 3
  year: 2015
  ident: 10700_CR83
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-014-9287-7
– ident: 10700_CR46
  doi: 10.1016/j.infsof.2010.03.006
– volume-title: Blocks to robots: Learning with technology in the early childhood classroom
  year: 2008
  ident: 10700_CR7
– volume: 16
  start-page: 379
  issue: 4
  year: 2011
  ident: 10700_CR39
  publication-title: Personal and Ubiquitous Computing
  doi: 10.1007/s00779-011-0404-2
– volume: 15
  start-page: 21
  issue: 1
  year: 2010
  ident: 10700_CR52
  publication-title: International Journal of Computers for Mathematical Learning
  doi: 10.1007/s10758-010-9159-5
– ident: 10700_CR80
  doi: 10.1145/2481449.2481466
– start-page: 3
  volume-title: Systematic reviews in educational research
  year: 2020
  ident: 10700_CR65
  doi: 10.1007/978-3-658-27602-7_1
– volume: 366
  start-page: 3717
  issue: 1881
  year: 2008
  ident: 10700_CR93
  publication-title: Philosophical Transactions of the Royal Society a: Mathematical, Physical and Engineering Sciences
  doi: 10.1098/rsta.2008.0118
– volume: 28
  start-page: 387
  issue: 5
  year: 2019
  ident: 10700_CR64
  publication-title: The Asia-Pacific Education Researcher
  doi: 10.1007/s40299-019-00438-4
– volume: 15
  start-page: 22
  issue: 2
  year: 2010
  ident: 10700_CR35
  publication-title: Australian Primary Mathematics Classroom
– volume: 48
  start-page: 191
  issue: 1
  year: 2017
  ident: 10700_CR53
  publication-title: British Journal of Educational Technology
  doi: 10.1111/bjet.12355
– volume: 92
  start-page: 298
  issue: 4
  year: 2016
  ident: 10700_CR30
  publication-title: Childhood Education
  doi: 10.1080/00094056.2016.1208008
– volume: 26
  start-page: 3
  issue: 1
  year: 2016
  ident: 10700_CR86
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-015-9304-5
– ident: 10700_CR96
  doi: 10.1145/1953163.1953297
– year: 2020
  ident: 10700_CR57
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-020-09616-8
– start-page: 1
  volume-title: STEM learning with young children: Inquiry teaching with ramps and pathways
  year: 2016
  ident: 10700_CR98
– volume: 138
  start-page: 130
  year: 2019
  ident: 10700_CR14
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2019.04.013
– volume: 10
  start-page: 187
  issue: 3
  year: 2016
  ident: 10700_CR68
  publication-title: International Journal of Mobile Learning and Organisation
  doi: 10.1504/IJMLO.2016.077867
– volume: 14
  start-page: 59
  issue: 1
  year: 2005
  ident: 10700_CR12
  publication-title: Journal of Science Education and Technology
  doi: 10.1007/s10956-005-2734-1
– ident: 10700_CR54
  doi: 10.1145/2729094.2742599
– volume: 71
  start-page: 16
  year: 2017
  ident: 10700_CR20
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2017.01.018
– volume: 26
  start-page: 489
  issue: 4
  year: 2016
  ident: 10700_CR71
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-015-9325-0
– volume: 15
  start-page: 99
  issue: 2
  year: 2010
  ident: 10700_CR59
  publication-title: International Journal of Computers for Mathematical Learning
  doi: 10.1007/s10758-010-9163-9
– volume: 49
  start-page: 33
  issue: 3
  year: 2006
  ident: 10700_CR92
  publication-title: Communications of the ACM
  doi: 10.1145/1118178.1118215
– volume: 28
  start-page: 325
  issue: 2
  year: 2018
  ident: 10700_CR87
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-017-9397-0
– volume: 27
  start-page: 63
  issue: 59
  year: 2019
  ident: 10700_CR29
  publication-title: Comunicar. Media Education Research Journal
  doi: 10.3916/C59-2019-06
– volume: 92
  start-page: 144
  issue: 1
  year: 2000
  ident: 10700_CR90
  publication-title: Journal of Educational Psychology
  doi: 10.1037/0022-0663.92.1.144
– volume: 47
  start-page: 709
  issue: 6
  year: 2019
  ident: 10700_CR50
  publication-title: Early Childhood Education Journal
  doi: 10.1007/s10643-019-00967-z
– volume: 52
  start-page: 200
  year: 2015
  ident: 10700_CR41
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2015.05.047
– volume: 23
  start-page: 2879
  issue: 6
  year: 2018
  ident: 10700_CR56
  publication-title: Education and Information Technologies
  doi: 10.1007/s10639-018-9747-x
– volume: 22
  start-page: 63
  year: 2012
  ident: 10700_CR21
  publication-title: Computer Science Education
  doi: 10.1080/08993408.2012.666038
– ident: 10700_CR15
– volume: 10
  start-page: 2713
  year: 2019
  ident: 10700_CR4
  publication-title: Frontiers in Psychology
  doi: 10.3389/fpsyg.2019.02713
– volume: 35
  start-page: 443
  issue: 3–4
  year: 1996
  ident: 10700_CR74
  publication-title: IBM Systems Journal
  doi: 10.1147/sj.353.0443
SSID ssj0009742
Score 2.5135431
Snippet This research was aimed at summarizing experimental evidence regarding computational thinking and programming conducted in early childhood education in terms...
SourceID proquest
gale
eric
crossref
springer
SourceType Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 2059
SubjectTerms Addition
Age
Algorithms
Automation
Basic Skills
Coding
Cognitive Processes
College Science
Computation
Computer Appl. in Social and Behavioral Sciences
Computer Science
Computer Use
Computers and Education
Early Childhood Education
Education
Educational Technology
Elementary Education
Elementary Secondary Education
Gender Differences
Influence of Technology
Information Systems Applications (incl.Internet)
Information Technology
Kindergarten
Literature reviews
Mathematics Education
Physical Environment
Preschool Children
Problem solving
Programming
Researchers
Robotics
Science Education
Systematic review
Thinking Skills
User Interfaces and Human Computer Interaction
Young Children
SummonAdditionalLinks – databaseName: SpringerLINK Contemporary 1997-Present
  dbid: RSV
  link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LSwMxEB6ketCD1WpxtUoOggddyHafORZpEQ9FfNFbyCbZWqirtNXf72Sb7ba-QE9L2NkkJJN5bGa-AThlNEipVqEbaRa46G9QNxEpNmUo_SBBg5eJothE3O8ngwG7sUlh0zLavbySLCT1UrIbalPXhBSgy0Kpi4J3HdVdYgo23N49VlC7cVEyx_NxXAPmYlNlvu9jRR3ZiOfPsvnLJWmhe3r1_816B7atrUk6c-bYhTWdN6Be1nEg9lg3TOVmG-XRgK0lgMI9GHdIBfVMxgsIZjLPeMHH0HBYPiSy6NX-WSSzp3lJBiJyRWwI2LNpj3KiDaQykSWkMtHl4Pvw0OveX165tj6DKwOazFxPUaGk9ITKwlCx2Mft1mmaoVuXJVQnmtI0FkLEmfaUp4I2ipM0UkwGYSjQsfSbUMtfcn0AJGZRm6JvFaLuRBMpZT72wKJYM4n2kw4c8Mpt4tKCl5saGmNewS6bhea40LxYaN524HzxzescuuNX6qbZ_QVl9xr9dIbmnANnhh-4OfA4pBQ2bwEnbqCzeMdcFBsg-8iB1golHlS5-rrkKG4FxZSjPYomqB-xxIGLkoOq1z_P9_Bv5Eew2TaJG0X0XAtqs8mbPoYN-T4bTScnxQH6AErQEY4
  priority: 102
  providerName: Springer Nature
Title A systematic literature review regarding computational thinking and programming in early childhood education
URI https://link.springer.com/article/10.1007/s10639-021-10700-2
http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1329389
https://www.proquest.com/docview/2640563698
Volume 27
WOSCitedRecordID wos000682669800003&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: PRVAVX
  databaseName: SpringerLINK Contemporary 1997-Present
  customDbUrl:
  eissn: 1573-7608
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0009742
  issn: 1360-2357
  databaseCode: RSV
  dateStart: 19970101
  isFulltext: true
  titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22
  providerName: Springer Nature
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3db9MwED_BygN74KOjWqCb_IDEA4twvuMnVKZOCIlSlQ_tzXJst6vUpWUN_P3cJU5Dh7YXXhJZdmJLd74P--53AK8FjwtuTeKnVsQ--hvcz1WBTZ3oKM7R4BWqLjaRTSb55aWYugO3rQurbGViLajNWtMZ-TtU3Kiro1Tk7zc_faoaRberroTGQ-ihoSyIwz_zaQe6m9XFc4IIV0CwLi5pxqXOoW72KUABHSCO_XuKycU-35bS_1yX1lro4un_rv8ZPHH2Jxs1DPMcHtiyT6WbXZhHHw7_Qig8gtWIdVjPbLXDYGZNygu-FsRi5YLpujyEO1pk1VVTk4Gp0jAXA3ZN7WXJLGEqM91iKjPbTv4Cvl-Mv51_9F2BBl_HPK_8wHBltA6UmSeJEVmE9LZFMUe_bp5zm1vOi0wplc1tYAIThyhPitQIHSeJQs8yGsBBuS7tMbBMpCFH5ypB5Yk2UiEi_INIMys0GlA29iBoqSO1Qy-nIhor2eEuE0UlUlTWFJWhB29332wa7I57Rw-I6LuR40_oqAu05zx4Q2wgacfjlFq5xAVcOGFnyRHdFBOSferBcG8k7lS9392yhnSSYis7vvDgrGWurvvu9b68_2-v4HFImRp1uNwQDqqbX_YEHunf1XJ7cwq9D-PJdHZa7xd6hl_wOfv64w_--Bkl
linkProvider ProQuest
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1LT9wwEB7xkmgP5VVEWgo-tOIAUZ13fEBo1YJ4dcsBJG6uY3sBaQmP3bbqn-pv7EzibLqt4MaBUxTZcZzk8zzimW8A3gseF9yaxE-tiH30N7ifqwJPdaKjOEeDV6iq2ETW7ebn5-JkAn43uTAUVtnIxEpQmxtN_8g_ouJGXR2lIt-5vfOpahTtrjYlNGpYHNlfP9FlG2wffMbv-yEM93ZPP-37rqqAr2OeD_3AcGW0DpTpJYkRWYSTtEXRQ2ekl3ObW86LTCmV9WxgAhOHuAiK1AgdJ4lCdyjCcSdhOiZPiEIFw68tyW9WFesJInxiopFxSTouVQ9tAZ8CItDh4tg-pghdrPW_WuG_7dlK6-3NPbf3NQ-vnH3NOvWCWIAJWy5SaWoXxrIIL_9iYFyCfoe1XNasP-KYZnVKDx4uaAmVF0xX5S_cr1M2vKxrTjBVGuZi3K7p_KpkljijmW44o5ltbv4azp7k0Zdhqrwp7QqwTKQhR-cxQeMAbcBCRDiCSDMrNBqINvYgaNAgtWNnpyIhfdnyShOCJCJIVgiSoQebo2tua26SR3svE8hGPXcPgwhtvVx4sEGwkyTR8JZaucQMnDhxg8kO7YQTU3_qwepYT5REery5gaJ0knAgWxx6sNWAuW1-eL5vHh9tHWb3T78cy-OD7tFbeBFSVkoVGrgKU8P77_YdzOgfw6vB_Vq1Rhl8e2qQ_wHtsXSm
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9QwEB6VLULlQKG0aqAFH0AcIKrzjg9VtW13RSlarRBIvbmO7ZRKS_rYBcRf49cxkzgbFkRvPXCKIjuOk3yeRzzzDcALweOCW5P4qRWxj_4G93NV4KlOdBTnaPAKVRebyEaj_OREjJfgZ5sLQ2GVrUysBbW50PSPfAcVN-rqKBX5TunCIsaHw73LK58qSNFOa1tOo4HIsf3xHd236e7RIX7rl2E4HHw8eOu7CgO-jnk-8wPDldE6UKZMEiOyCCdsi6JEx6TMuc0t50WmlMpKG5jAxCEuiCI1QsdJotA1inDcO7CcoZER92B5fzAaf-gof7O6dE8Q4fMTqYxL2XGJe2gZ-BQege4Xx_YFtegir__UEX9t1tY6cLj6P7-9h_DAWd6s3yyVR7BkqzUqWu0CXNbg_m_cjI9h0mcdyzWbzNmnWZPsg4czWlzVGdN1YQz3U5XNPjfVKJiqDHPRb1_o_LxiltikmW7ZpJltb74On27l0TegV11UdhNYJtKQo1uZoNmA1mEhIhxBpJkVGk1HG3sQtMiQ2vG2U_mQiewYpwlNEtEkazTJ0IPX82suG9aSG3tvEODmPQfvggitwFx48IogKEnW4S21cikbOHFiDZN92iMnDv_Ug62Fniij9GJzC0vpZORUdpj04E0L7K753_N9cvNoz-EeYlu-PxodP4WVkNJV6pjBLejNrr_abbirv83Op9fP3IJlcHrbKP8FJ95-ww
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=A+Systematic+Literature+Review+Regarding+Computational+Thinking+and+Programming+in+Early+Childhood+Education&rft.jtitle=Education+and+information+technologies&rft.au=Bati%2C+Kaan&rft.date=2022-03-01&rft.pub=Springer&rft.issn=1360-2357&rft.volume=27&rft.issue=2&rft.spage=2059&rft_id=info:doi/10.1007%2Fs10639-021-10700-2&rft.externalDocID=EJ1329389
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1360-2357&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1360-2357&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1360-2357&client=summon