A Systematic Review on Exploring the Potential of Educational Robotics in Mathematics Education

By providing students with a highly interactive and hands-on learning experience, robotics promises to inspire a new generation of mathematical learning. This paper aims to review the empirical evidence on the application of robotics in mathematics education and to define future research perspective...

Full description

Saved in:
Bibliographic Details
Published inInternational journal of science and mathematics education Vol. 18; no. 1; pp. 79 - 101
Main Authors Zhong, Baichang, Xia, Liying
Format Journal Article
LanguageEnglish
Published Singapore Springer Singapore 01.01.2020
Springer
Springer Nature B.V
Subjects
Online AccessGet full text

Cover

Loading…
Abstract By providing students with a highly interactive and hands-on learning experience, robotics promises to inspire a new generation of mathematical learning. This paper aims to review the empirical evidence on the application of robotics in mathematics education and to define future research perspectives of robot-assisted mathematics education. After a systematic search in online database via keyword search and snowballing approach, we analyzed 20 empirical studies on how to teach and learn mathematical knowledge through robotics. The results indicate that (1) most studies were conducted with a small sample size, the largest research groups were elementary school students and secondary school students, most studies used LEGO robots, robots were primarily applied to teach and/or learn graphics, geometry, and algebra, and almost half of the studies taught mathematics by engaging students in game-like interactions with robots; (2) half of the studies adopted a non-experimental research design, and most studies evaluated student performance through observation, test/examination, questionnaires, or verbal interviews; and (3) instructional implications proposed in the 20 papers can be clustered into four themes: human-robot interaction, connections between mathematics and real life, pedagogical suggestions, and facility conditions. The 20 papers suggest that robotics generally plays an active role in mathematics education; however, there are indeed situations in which no significant improvement was found in students’ mathematical learning. In view of this, we prospect the future research perspectives of robot-assisted mathematics education and propose that more rigorous intervention studies could be conducted to further explore the integration of robotics and mathematics education.
AbstractList By providing students with a highly interactive and hands-on learning experience, robotics promises to inspire a new generation of mathematical learning. This paper aims to review the empirical evidence on the application of robotics in mathematics education and to define future research perspectives of robot-assisted mathematics education. After a systematic search in online database via keyword search and snowballing approach, we analyzed 20 empirical studies on how to teach and learn mathematical knowledge through robotics. The results indicate that (1) most studies were conducted with a small sample size, the largest research groups were elementary school students and secondary school students, most studies used LEGO robots, robots were primarily applied to teach and/or learn graphics, geometry, and algebra, and almost half of the studies taught mathematics by engaging students in game-like interactions with robots; (2) half of the studies adopted a non-experimental research design, and most studies evaluated student performance through observation, test/examination, questionnaires, or verbal interviews; and (3) instructional implications proposed in the 20 papers can be clustered into four themes: human-robot interaction, connections between mathematics and real life, pedagogical suggestions, and facility conditions. The 20 papers suggest that robotics generally plays an active role in mathematics education; however, there are indeed situations in which no significant improvement was found in students’ mathematical learning. In view of this, we prospect the future research perspectives of robot-assisted mathematics education and propose that more rigorous intervention studies could be conducted to further explore the integration of robotics and mathematics education.
Audience Elementary Education
Secondary Education
Author Xia, Liying
Zhong, Baichang
Author_xml – sequence: 1
  givenname: Baichang
  surname: Zhong
  fullname: Zhong, Baichang
  organization: School of Education Science, Nanjing Normal University
– sequence: 2
  givenname: Liying
  surname: Xia
  fullname: Xia, Liying
  email: lynnexia@126.com
  organization: School of Education Science, Nanjing Normal University
BackLink http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1238986$$DView record in ERIC
BookMark eNp9kM1KAzEURoMoWKsvIAgB16O5yUwnWZZS_6gotfswk0k0pZ3UJFX79qYdpeDCVRLuOR833wk6bF2rEToHcgWElNcBSDlgGQGeESGYyDYHqAdFyTIoy_xwd4eMkAE_RichzAmhRSnKHpJD_LIJUS-raBWe6g-rP7Fr8fhrtXDetq84vmn87KJuo60W2Bk8btYq0a5Nz6mrXRIDti1-rBK6ywl75hQdmWoR9NnP2Uezm_FsdJdNnm7vR8NJplgOMaM0r0Foo6gC4HVBwdSs0oYXggil80I1jdZAmCJc1ACmSQTQwlQszxvD-uiyi115977WIcq5W_u0YZCUMcoGjJc8URcdpb1VcuXtsvIbOX4AyrjggzTn3Vx5F4LXRiobd9-IvrILCURu25Zd2zK1LXdty01S6R_1N_5fiXVSWG2r1n6_9T_WN2mYlOY
CitedBy_id crossref_primary_10_1080_00220671_2023_2203092
crossref_primary_10_3390_s21186227
crossref_primary_10_51276_edu_v4i2_415
crossref_primary_10_1007_s10209_021_00821_3
crossref_primary_10_1007_s10639_023_11603_0
crossref_primary_10_1515_edu_2020_0139
crossref_primary_10_17556_erziefd_944933
crossref_primary_10_1007_s10643_021_01296_w
crossref_primary_10_3389_feduc_2022_955572
crossref_primary_10_1016_j_aei_2024_102956
crossref_primary_10_1080_10494820_2022_2061007
crossref_primary_10_30831_akukeg_1355818
crossref_primary_10_1109_TLT_2023_3266631
crossref_primary_10_3280_ess1_2024oa17500
crossref_primary_10_1007_s12369_020_00646_9
crossref_primary_10_3390_electronics10060730
crossref_primary_10_29221_jce_2021_24_1_77
crossref_primary_10_1109_ACCESS_2022_3225555
crossref_primary_10_1111_jcal_13040
crossref_primary_10_33403_rigeo_739383
crossref_primary_10_3390_educsci13020210
crossref_primary_10_3390_math10214112
crossref_primary_10_1080_2331186X_2024_2324487
crossref_primary_10_1177_21582440241254595
crossref_primary_10_1016_j_compedu_2022_104623
crossref_primary_10_1080_10494820_2022_2129392
crossref_primary_10_1016_j_caeo_2020_100017
crossref_primary_10_1080_10494820_2020_1741400
crossref_primary_10_1111_bjet_13006
crossref_primary_10_3390_educsci12010039
crossref_primary_10_3390_electronics10030291
crossref_primary_10_17275_per_21_47_8_2
crossref_primary_10_1038_s41539_024_00293_z
crossref_primary_10_1186_s40594_023_00400_3
crossref_primary_10_3390_robotics11060134
crossref_primary_10_1007_s10639_023_12051_6
crossref_primary_10_1177_07356331221092660
crossref_primary_10_17853_1994_5639_2023_5_135_154
crossref_primary_10_31757_euer_612
crossref_primary_10_1002_cae_22780
crossref_primary_10_1007_s10758_022_09637_3
crossref_primary_10_1111_jcal_12606
crossref_primary_10_32604_cmc_2022_028165
crossref_primary_10_1080_2331186X_2024_2442868
crossref_primary_10_1007_s10763_020_10093_7
crossref_primary_10_1515_auto_2023_0208
crossref_primary_10_1080_15391523_2023_2232900
crossref_primary_10_3390_electronics10060756
crossref_primary_10_36923_jicc_v23i1_127
crossref_primary_10_3390_electronics13030542
crossref_primary_10_1007_s10639_023_12233_2
crossref_primary_10_29333_ejmste_15199
crossref_primary_10_1080_15391523_2022_2160394
crossref_primary_10_1007_s12008_022_01065_y
crossref_primary_10_1080_10598650_2023_2300188
crossref_primary_10_3390_su151813479
crossref_primary_10_1109_TLT_2023_3277715
crossref_primary_10_31129_LUMAT_11_3_1938
crossref_primary_10_3390_biomimetics8020161
crossref_primary_10_35675_befdergi_1549680
crossref_primary_10_1016_j_tsc_2024_101595
crossref_primary_10_1080_10986065_2022_2105567
crossref_primary_10_1080_2331186X_2024_2373559
crossref_primary_10_1016_j_caeai_2022_100091
crossref_primary_10_1007_s12369_022_00933_7
crossref_primary_10_29333_ejmste_14356
crossref_primary_10_1016_j_heliyon_2024_e40032
crossref_primary_10_33225_pec_23_81_840
crossref_primary_10_3390_ejihpe14110188
crossref_primary_10_1109_TLT_2024_3372894
crossref_primary_10_3390_educsci11090518
crossref_primary_10_3390_s23010387
crossref_primary_10_1016_j_entcom_2024_100637
crossref_primary_10_1016_j_biosystems_2024_105312
crossref_primary_10_3390_informatics11040091
crossref_primary_10_1186_s41239_023_00391_9
crossref_primary_10_31756_jrsmte_624
crossref_primary_10_29333_iejme_12132
crossref_primary_10_1109_ACCESS_2023_3314499
crossref_primary_10_17163_alt_v17n2_2022_01
crossref_primary_10_1186_s40594_024_00469_4
crossref_primary_10_1007_s00146_022_01514_y
crossref_primary_10_28925_2414_0325_2023_152
crossref_primary_10_31763_ijrcs_v2i1_508
crossref_primary_10_1002_cae_22471
crossref_primary_10_1564_tme_v29_3_03
Cites_doi 10.1007/s10798-015-9307-2
10.1016/j.compedu.2013.10.020
10.1016/j.compedu.2005.12.008
10.1080/10494820.2012.680968
10.1002/jee.20178
10.1037/edu0000061
10.1016/j.infsof.2008.09.009
10.2316/Journal.209.2013.1.209-0015
10.5951/jresematheduc.48.1.0022
10.1007/s10514-008-9101-z
10.1177/0963721410383241
10.1016/j.compedu.2017.03.001
10.3389/fpsyg.2015.00049
10.1016/j.chb.2014.03.009
10.1007/s10956-007-9082-2
10.1007/978-3-540-69924-8_4
10.1007/s11069-012-0318-y
10.1007/s10956-016-9628-2
10.1007/BF02480880
10.1016/j.compedu.2011.10.006
10.1016/j.compedu.2009.02.010
10.1016/j.jecp.2017.03.013
10.1007/s10956-016-9647-z
10.1016/j.compedu.2017.04.002
10.1111/j.1365-2729.1994.tb00280.x
10.1007/978-3-319-54377-2_22
10.1007/978-3-319-42975-5_22
ContentType Journal Article
Copyright Ministry of Science and Technology, Taiwan 2018
Copyright Springer Nature B.V. 2020
Copyright_xml – notice: Ministry of Science and Technology, Taiwan 2018
– notice: Copyright Springer Nature B.V. 2020
DBID AAYXX
CITATION
7SW
BJH
BNH
BNI
BNJ
BNO
ERI
PET
REK
WWN
AHOVV
DOI 10.1007/s10763-018-09939-y
DatabaseName CrossRef
ERIC
ERIC (Ovid)
ERIC
ERIC
ERIC (Legacy Platform)
ERIC( SilverPlatter )
ERIC
ERIC PlusText (Legacy Platform)
Education Resources Information Center (ERIC)
ERIC
Education Research Index
DatabaseTitle CrossRef
ERIC
DatabaseTitleList

ERIC
Database_xml – sequence: 1
  dbid: ERI
  name: ERIC
  url: https://eric.ed.gov/
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Education
Sciences (General)
EISSN 1573-1774
ERIC EJ1238986
EndPage 101
ExternalDocumentID EJ1238986
10_1007_s10763_018_09939_y
GroupedDBID -5C
-5G
-BR
-EM
-W8
-Y2
-~C
.86
.GO
.VR
06D
0R~
0VY
1N0
203
29J
2J2
2JN
2JY
2KG
2LR
2P1
2VQ
2~H
30V
4.4
406
408
409
40D
40E
5GY
5VS
67Z
6NX
8TC
8UJ
95-
95.
95~
96X
AAAVM
AABHQ
AACDK
AAHNG
AAHSB
AAIAL
AAJBT
AAJKR
AANZL
AARHV
AARTL
AASML
AATNV
AATVU
AAUYE
AAWCG
AAYIU
AAYOK
AAYQN
AAYTO
AAYZH
ABAKF
ABBBX
ABBXA
ABDZT
ABECU
ABFTV
ABHLI
ABHQN
ABJNI
ABJOX
ABKCH
ABKTR
ABMNI
ABMQK
ABNWP
ABQBU
ABQSL
ABSXP
ABTEG
ABTHY
ABTKH
ABTMW
ABULA
ABWNU
ABXPI
ACAOD
ACBXY
ACDTI
ACGFO
ACGFS
ACHQT
ACHSB
ACHXU
ACIWK
ACKNC
ACMDZ
ACMLO
ACOKC
ACOMO
ACPIV
ACREN
ACSNA
ACZOJ
ADHHG
ADHIR
ADINQ
ADKNI
ADKPE
ADRFC
ADTPH
ADURQ
ADYFF
ADYOE
ADZKW
AEBTG
AEFQL
AEGAL
AEGNC
AEJHL
AEJRE
AEKMD
AEMSY
AEOHA
AEPYU
AESKC
AETLH
AEVLU
AEXYK
AFBBN
AFGCZ
AFLOW
AFQWF
AFWTZ
AFYQB
AFZKB
AGAYW
AGDGC
AGJBK
AGMZJ
AGQEE
AGQMX
AGRTI
AGWIL
AGWZB
AGYKE
AHAVH
AHBYD
AHSBF
AHYZX
AIAGR
AIAKS
AIGIU
AIIXL
AILAN
AITGF
AJBLW
AJRNO
AJZVZ
ALMA_UNASSIGNED_HOLDINGS
ALWAN
AMKLP
AMTXH
AMXSW
AMYLF
AMYQR
AOCGG
ARMRJ
ASPBG
AVWKF
AXYYD
AYQZM
AZFZN
B-.
BA0
BDATZ
BGNMA
BSONS
CAG
COF
CS3
CSCUP
DDRTE
DL5
DNIVK
DPUIP
EBLON
EBS
EDJ
EIOEI
EJD
ESBYG
FEDTE
FERAY
FFXSO
FIGPU
FINBP
FNLPD
FRRFC
FSGXE
FWDCC
GGCAI
GGRSB
GJIRD
GNWQR
GQ6
GQ7
GQ8
GXS
H13
HF~
HG5
HG6
HLICF
HMJXF
HQYDN
HRMNR
HVGLF
HZ~
I09
IHE
IJ-
IKXTQ
IWAJR
IXC
IXD
IXE
IZIGR
IZQ
I~X
I~Z
J-C
J0Z
JBSCW
JCJTX
JZLTJ
KDC
KOV
LAK
LLZTM
M4Y
MA-
N2Q
NB0
NPVJJ
NQJWS
NU0
O9-
O93
O9G
O9J
OAM
OVD
P2P
P9Q
PF0
PT4
QF4
QM7
QN7
QOS
R89
R9I
RNI
ROL
RPX
RSV
RZC
RZD
S16
S1Z
S27
S3B
SAP
SDH
SHS
SHX
SISQX
SJYHP
SNE
SNPRN
SNX
SOHCF
SOJ
SPISZ
SRMVM
SSLCW
STPWE
SZN
T13
TEORI
TSG
TSK
TSV
TUC
U2A
UG4
UOJIU
UTJUX
UZXMN
VC2
VFIZW
W23
W48
WK8
YLTOR
Z45
Z88
ZMTXR
~A9
AAPKM
AAYXX
ABBRH
ABDBE
ABFSG
ACMFV
ACSTC
ADHKG
AEZWR
AFDZB
AFHIU
AFOHR
AGQPQ
AHPBZ
AHWEU
AIXLP
ATHPR
AYFIA
CITATION
7SW
ABRTQ
BJH
BNH
BNI
BNJ
BNO
ERI
PET
REK
WWN
AHOVV
ID FETCH-LOGICAL-c341t-224b19efc2c118b521fb3aef85909ce45cddee103c089b11fd21f125fa344df3
IEDL.DBID U2A
ISSN 1571-0068
IngestDate Thu Aug 14 00:04:30 EDT 2025
Fri Aug 01 12:18:41 EDT 2025
Thu Apr 24 23:10:49 EDT 2025
Tue Jul 01 00:52:38 EDT 2025
Fri Feb 21 02:37:16 EST 2025
IsDoiOpenAccess false
IsOpenAccess false
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords Transdisciplinary issues
Teaching/learning strategies
Mathematics education
Educational robotics
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c341t-224b19efc2c118b521fb3aef85909ce45cddee103c089b11fd21f125fa344df3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
PQID 2332363878
PQPubID 2043858
PageCount 23
ParticipantIDs proquest_journals_2332363878
eric_primary_EJ1238986
crossref_citationtrail_10_1007_s10763_018_09939_y
crossref_primary_10_1007_s10763_018_09939_y
springer_journals_10_1007_s10763_018_09939_y
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 20200100
2020-1-00
2020-01-00
20200101
PublicationDateYYYYMMDD 2020-01-01
PublicationDate_xml – month: 1
  year: 2020
  text: 20200100
PublicationDecade 2020
PublicationPlace Singapore
PublicationPlace_xml – name: Singapore
– name: Dordrecht
PublicationTitle International journal of science and mathematics education
PublicationTitleAbbrev Int J of Sci and Math Educ
PublicationYear 2020
Publisher Springer Singapore
Springer
Springer Nature B.V
Publisher_xml – name: Springer Singapore
– name: Springer
– name: Springer Nature B.V
References Chen, Shen, Barth-Cohen, Jiang, Huang, Eltoukhy (CR7) 2017; 109
Kitchenham (CR17) 2004; 33
Rhine, Martin (CR36) 2008; 5090
Shih, Chang, Chen, Chen, Liang (CR39) 2012; 64
Kitchenham, Brereton, Budgen, Turner, Bailey, Linkman (CR18) 2009; 51
Yelland (CR44) 1994; 10
Clements, Meredith (CR9) 1993; 4
CR38
CR15
Ceci, Williams (CR6) 2010; 19
Menekse, Higashi, Schunn, Baehr (CR27) 2017; 106
Keren, Fridin (CR16) 2014; 35
CR34
CR33
CR10
CR32
Nussbaum, Soto (CR31) 2009; 53
Cheryan, Master, Meltzoff (CR8) 2015; 6
Lindh, Holgersson (CR22) 2007; 49
Gomoll, Hmelo-Silver, Šabanović, Francisco (CR11) 2016; 25
Leonard, Buss, Gamboa, Mitchell, Fashola, Hubert, Almughyirah (CR21) 2016; 25
Master, Cheryan, Moscatelli, Meltzoff (CR26) 2017; 160
Julià, Antolí (CR14) 2016; 26
La Paglia, La Cascia, Francomano, La Barbera (CR20) 2017; 15
Master, Cheryan, Meltzoff (CR25) 2016; 108
Bers, Flannery, Kazakoff, Sullivan (CR4) 2014; 72
Benitti (CR3) 2012; 58
Mandin, De Simone, Soury-Lavergne (CR23) 2017; 457
Toh, Causo, Tzuo, Chen, Yeo (CR40) 2016; 19
CR5
Nickels, Cullen (CR30) 2017; 48
Johnson (CR13) 2003; 7
Wei, Hung, Lee, Chen (CR43) 2011; 10
Kucuk, Sisman (CR19) 2017; 111
Mubin, Stevens, Shahid, Al Mahmud, Dong (CR29) 2013; 1
CR24
Adams, Cook (CR1) 2017; 12
Mitnik, Nussbaum, Soto (CR28) 2008; 25
Astleitner, Wiesner (CR2) 2004; 13
CR42
CR41
Ponce, Molina, Hernández, Acha, Morales, Huitron (CR35) 2017; 13
Hwang, Wu (CR12) 2014; 22
Rusk, Resnick, Berg, Pezalla-Granlund (CR37) 2008; 17
CW Wei (9939_CR43) 2011; 10
B Kitchenham (9939_CR18) 2009; 51
A Master (9939_CR25) 2016; 108
S Kucuk (9939_CR19) 2017; 111
H Astleitner (9939_CR2) 2004; 13
MU Bers (9939_CR4) 2014; 72
A Master (9939_CR26) 2017; 160
BY Shih (9939_CR39) 2012; 64
D Rhine (9939_CR36) 2008; 5090
F Paglia La (9939_CR20) 2017; 15
G Chen (9939_CR7) 2017; 109
J Leonard (9939_CR21) 2016; 25
9939_CR5
J Johnson (9939_CR13) 2003; 7
G Keren (9939_CR16) 2014; 35
J Lindh (9939_CR22) 2007; 49
9939_CR24
P Ponce (9939_CR35) 2017; 13
LPE Toh (9939_CR40) 2016; 19
C Julià (9939_CR14) 2016; 26
9939_CR41
9939_CR42
N Rusk (9939_CR37) 2008; 17
SJ Ceci (9939_CR6) 2010; 19
FBV Benitti (9939_CR3) 2012; 58
S Mandin (9939_CR23) 2017; 457
KD Adams (9939_CR1) 2017; 12
NJ Yelland (9939_CR44) 1994; 10
A Gomoll (9939_CR11) 2016; 25
R Mitnik (9939_CR28) 2008; 25
O Mubin (9939_CR29) 2013; 1
DH Clements (9939_CR9) 1993; 4
M Nickels (9939_CR30) 2017; 48
9939_CR15
9939_CR38
9939_CR33
9939_CR34
WY Hwang (9939_CR12) 2014; 22
B Kitchenham (9939_CR17) 2004; 33
S Cheryan (9939_CR8) 2015; 6
9939_CR10
9939_CR32
M Nussbaum (9939_CR31) 2009; 53
M Menekse (9939_CR27) 2017; 106
References_xml – volume: 26
  start-page: 185
  issue: 2
  year: 2016
  end-page: 203
  ident: CR14
  article-title: Spatial ability learning through educational robotics
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-015-9307-2
– volume: 72
  start-page: 145
  year: 2014
  end-page: 157
  ident: CR4
  article-title: Computational thinking and tinkering: Exploration of an early childhood robotics curriculum
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2013.10.020
– volume: 49
  start-page: 1097
  issue: 4
  year: 2007
  end-page: 1111
  ident: CR22
  article-title: Does LEGO training stimulate pupils’ ability to solve logical problems?
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2005.12.008
– volume: 22
  start-page: 429
  issue: 4
  year: 2014
  end-page: 443
  ident: CR12
  article-title: A case study of collaboration with multi-robots and its effect on children’s interaction
  publication-title: Interactive Learning Environments
  doi: 10.1080/10494820.2012.680968
– volume: 12
  start-page: 491
  issue: 5
  year: 2017
  end-page: 503
  ident: CR1
  article-title: Performing mathematics activities with non-standard units of measurement using robots controlled via speech-generating devices: Three case studies
  publication-title: Disability and Rehabilitation: Assistive Technology
– volume: 106
  start-page: 564
  issue: 4
  year: 2017
  end-page: 584
  ident: CR27
  article-title: The role of robotics teams’ collaboration quality on team performance in a robotics tournament
  publication-title: Journal of Engineering Education
  doi: 10.1002/jee.20178
– ident: CR10
– volume: 108
  start-page: 424
  issue: 3
  year: 2016
  end-page: 437
  ident: CR25
  article-title: Computing whether she belongs: Stereotypes undermine girls’ interest and sense of belonging in computer science
  publication-title: Journal of Educational Psychology
  doi: 10.1037/edu0000061
– volume: 457
  start-page: 245
  year: 2017
  end-page: 257
  ident: CR23
  article-title: Robot moves as tangible feedback in a mathematical game at primary school
  publication-title: Adv. Intell. Syst. Comput.
– ident: CR33
– volume: 10
  start-page: 11
  issue: 2
  year: 2011
  end-page: 23
  ident: CR43
  article-title: A joyful classroom learning system with robot learning companion for children to learn mathematics multiplication
  publication-title: Turkish Online Journal of Educational Technology
– volume: 51
  start-page: 7
  issue: 1
  year: 2009
  end-page: 15
  ident: CR18
  article-title: Systematic literature reviews in software engineering–a systematic literature review
  publication-title: Information and Software Technology
  doi: 10.1016/j.infsof.2008.09.009
– volume: 1
  start-page: 1
  year: 2013
  end-page: 7
  ident: CR29
  article-title: A review of the applicability of robots in education
  publication-title: Technology for Education and Learning
  doi: 10.2316/Journal.209.2013.1.209-0015
– volume: 48
  start-page: 22
  issue: 1
  year: 2017
  end-page: 77
  ident: CR30
  article-title: Mathematical thinking and learning through robotics play for children with critical illness: The case of Amelia
  publication-title: Journal for Research in Mathematics Education
  doi: 10.5951/jresematheduc.48.1.0022
– volume: 19
  start-page: 148
  issue: 2
  year: 2016
  end-page: 163
  ident: CR40
  article-title: A review on the use of robots in education and young children
  publication-title: Journal of Educational Technology & Society
– volume: 25
  start-page: 367
  issue: 4
  year: 2008
  end-page: 382
  ident: CR28
  article-title: An autonomous educational mobile robot mediator
  publication-title: Autonomous Robots
  doi: 10.1007/s10514-008-9101-z
– volume: 19
  start-page: 275
  issue: 5
  year: 2010
  end-page: 279
  ident: CR6
  article-title: Sex differences in math-intensive fields
  publication-title: Current Directions in Psychological Science
  doi: 10.1177/0963721410383241
– ident: CR42
– volume: 13
  start-page: 3
  issue: 1
  year: 2004
  end-page: 21
  ident: CR2
  article-title: An integrated model of multimedia learning and motivation
  publication-title: Journal of Educational Multimedia and Hypermedia
– volume: 109
  start-page: 162
  year: 2017
  end-page: 175
  ident: CR7
  article-title: Assessing elementary students’ computational thinking in everyday reasoning and robotics programming
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2017.03.001
– volume: 6
  start-page: 1
  year: 2015
  end-page: 8
  ident: CR8
  article-title: Cultural stereotypes as gatekeepers: Increasing girls’ interest in computer science and engineering by diversifying stereotypes
  publication-title: Frontiers in Psychology
  doi: 10.3389/fpsyg.2015.00049
– volume: 35
  start-page: 400
  year: 2014
  end-page: 412
  ident: CR16
  article-title: Kindergarten Social Assistive Robot (KindSAR) for children’s geometric thinking and metacognitive development in preschool education: A pilot study
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2014.03.009
– volume: 15
  start-page: 70
  issue: 14
  year: 2017
  end-page: 75
  ident: CR20
  article-title: Educational robotics to improve mathematical and metacognitive skills
  publication-title: Annual Review of CyberTherapy and Telemedicine
– volume: 17
  start-page: 59
  issue: 1
  year: 2008
  end-page: 69
  ident: CR37
  article-title: New pathways into robotics: Strategies for broadening participation
  publication-title: Journal of Science Education and Technology
  doi: 10.1007/s10956-007-9082-2
– volume: 5090
  start-page: 41
  year: 2008
  end-page: 52
  ident: CR36
  article-title: Integrating mathematical analysis of sensors and motion in a mobile robotics course
  publication-title: Lecture Notes in Computer Science
  doi: 10.1007/978-3-540-69924-8_4
– volume: 64
  start-page: 1527
  issue: 2
  year: 2012
  end-page: 1548
  ident: CR39
  article-title: LEGO NXT information on test dimensionality using Kolb’s innovative learning cycle
  publication-title: Natural Hazards
  doi: 10.1007/s11069-012-0318-y
– ident: CR15
– ident: CR38
– volume: 25
  start-page: 860
  issue: 6
  year: 2016
  end-page: 876
  ident: CR21
  article-title: Using robotics and game design to enhance children’s self-efficacy, STEM attitudes, and computational thinking skills
  publication-title: Journal of Science Education and Technology
  doi: 10.1007/s10956-016-9628-2
– volume: 7
  start-page: 16
  issue: 1
  year: 2003
  end-page: 21
  ident: CR13
  article-title: Children, robotics, and education
  publication-title: Artificial Life and Robotics
  doi: 10.1007/BF02480880
– volume: 58
  start-page: 978
  issue: 3
  year: 2012
  end-page: 988
  ident: CR3
  article-title: Exploring the educational potential of robotics in schools: A systematic review
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2011.10.006
– volume: 53
  start-page: 330
  issue: 2
  year: 2009
  end-page: 342
  ident: CR31
  article-title: Collaborative robotic instruction: A graph teaching experience
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2009.02.010
– ident: CR32
– ident: CR34
– volume: 160
  start-page: 92
  year: 2017
  end-page: 106
  ident: CR26
  article-title: Programming experience promotes higher STEM motivation among first-grade girls
  publication-title: Journal of Experimental Child Psychology
  doi: 10.1016/j.jecp.2017.03.013
– ident: CR5
– volume: 4
  start-page: 263
  issue: 4
  year: 1993
  end-page: 290
  ident: CR9
  article-title: Research on Logo: Effects and efficacy
  publication-title: Journal of Computing in Childhood Education
– ident: CR41
– volume: 25
  start-page: 899
  issue: 6
  year: 2016
  end-page: 914
  ident: CR11
  article-title: Dragons, ladybugs, and softballs: Girls’ STEM engagement with human-centered robotics
  publication-title: Journal of Science Education and Technology
  doi: 10.1007/s10956-016-9647-z
– ident: CR24
– volume: 33
  start-page: 1
  year: 2004
  end-page: 26
  ident: CR17
  article-title: Procedures for performing systematic reviews
  publication-title: Keele
– volume: 111
  start-page: 31
  year: 2017
  end-page: 43
  ident: CR19
  article-title: Behavioral patterns of elementary students and teachers in one-to-one robotics instruction
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2017.04.002
– volume: 10
  start-page: 33
  issue: 1
  year: 1994
  end-page: 49
  ident: CR44
  article-title: The strategies and interactions of young children in Logo tasks
  publication-title: Journal of Computer Assisted Learning
  doi: 10.1111/j.1365-2729.1994.tb00280.x
– volume: 13
  start-page: 255
  year: 2017
  end-page: 270
  ident: CR35
  article-title: Teaching math in elementary schools by LabVIEW and LEGO robots
  publication-title: Lecture Notes in Networks and Systems
  doi: 10.1007/978-3-319-54377-2_22
– volume: 51
  start-page: 7
  issue: 1
  year: 2009
  ident: 9939_CR18
  publication-title: Information and Software Technology
  doi: 10.1016/j.infsof.2008.09.009
– volume: 108
  start-page: 424
  issue: 3
  year: 2016
  ident: 9939_CR25
  publication-title: Journal of Educational Psychology
  doi: 10.1037/edu0000061
– volume: 53
  start-page: 330
  issue: 2
  year: 2009
  ident: 9939_CR31
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2009.02.010
– volume: 64
  start-page: 1527
  issue: 2
  year: 2012
  ident: 9939_CR39
  publication-title: Natural Hazards
  doi: 10.1007/s11069-012-0318-y
– volume: 58
  start-page: 978
  issue: 3
  year: 2012
  ident: 9939_CR3
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2011.10.006
– volume: 19
  start-page: 275
  issue: 5
  year: 2010
  ident: 9939_CR6
  publication-title: Current Directions in Psychological Science
  doi: 10.1177/0963721410383241
– ident: 9939_CR10
– volume: 13
  start-page: 255
  year: 2017
  ident: 9939_CR35
  publication-title: Lecture Notes in Networks and Systems
  doi: 10.1007/978-3-319-54377-2_22
– ident: 9939_CR33
– volume: 15
  start-page: 70
  issue: 14
  year: 2017
  ident: 9939_CR20
  publication-title: Annual Review of CyberTherapy and Telemedicine
– volume: 72
  start-page: 145
  year: 2014
  ident: 9939_CR4
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2013.10.020
– volume: 26
  start-page: 185
  issue: 2
  year: 2016
  ident: 9939_CR14
  publication-title: International Journal of Technology and Design Education
  doi: 10.1007/s10798-015-9307-2
– volume: 25
  start-page: 899
  issue: 6
  year: 2016
  ident: 9939_CR11
  publication-title: Journal of Science Education and Technology
  doi: 10.1007/s10956-016-9647-z
– ident: 9939_CR5
– volume: 19
  start-page: 148
  issue: 2
  year: 2016
  ident: 9939_CR40
  publication-title: Journal of Educational Technology & Society
– volume: 10
  start-page: 33
  issue: 1
  year: 1994
  ident: 9939_CR44
  publication-title: Journal of Computer Assisted Learning
  doi: 10.1111/j.1365-2729.1994.tb00280.x
– volume: 33
  start-page: 1
  year: 2004
  ident: 9939_CR17
  publication-title: Keele
– ident: 9939_CR24
– ident: 9939_CR41
– volume: 48
  start-page: 22
  issue: 1
  year: 2017
  ident: 9939_CR30
  publication-title: Journal for Research in Mathematics Education
  doi: 10.5951/jresematheduc.48.1.0022
– ident: 9939_CR42
– volume: 49
  start-page: 1097
  issue: 4
  year: 2007
  ident: 9939_CR22
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2005.12.008
– volume: 109
  start-page: 162
  year: 2017
  ident: 9939_CR7
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2017.03.001
– volume: 35
  start-page: 400
  year: 2014
  ident: 9939_CR16
  publication-title: Computers in Human Behavior
  doi: 10.1016/j.chb.2014.03.009
– volume: 7
  start-page: 16
  issue: 1
  year: 2003
  ident: 9939_CR13
  publication-title: Artificial Life and Robotics
  doi: 10.1007/BF02480880
– volume: 25
  start-page: 367
  issue: 4
  year: 2008
  ident: 9939_CR28
  publication-title: Autonomous Robots
  doi: 10.1007/s10514-008-9101-z
– volume: 12
  start-page: 491
  issue: 5
  year: 2017
  ident: 9939_CR1
  publication-title: Disability and Rehabilitation: Assistive Technology
– volume: 6
  start-page: 1
  year: 2015
  ident: 9939_CR8
  publication-title: Frontiers in Psychology
  doi: 10.3389/fpsyg.2015.00049
– ident: 9939_CR38
– volume: 457
  start-page: 245
  year: 2017
  ident: 9939_CR23
  publication-title: Adv. Intell. Syst. Comput.
  doi: 10.1007/978-3-319-42975-5_22
– ident: 9939_CR34
– ident: 9939_CR15
– volume: 25
  start-page: 860
  issue: 6
  year: 2016
  ident: 9939_CR21
  publication-title: Journal of Science Education and Technology
  doi: 10.1007/s10956-016-9628-2
– volume: 160
  start-page: 92
  year: 2017
  ident: 9939_CR26
  publication-title: Journal of Experimental Child Psychology
  doi: 10.1016/j.jecp.2017.03.013
– ident: 9939_CR32
– volume: 1
  start-page: 1
  year: 2013
  ident: 9939_CR29
  publication-title: Technology for Education and Learning
  doi: 10.2316/Journal.209.2013.1.209-0015
– volume: 4
  start-page: 263
  issue: 4
  year: 1993
  ident: 9939_CR9
  publication-title: Journal of Computing in Childhood Education
– volume: 13
  start-page: 3
  issue: 1
  year: 2004
  ident: 9939_CR2
  publication-title: Journal of Educational Multimedia and Hypermedia
– volume: 22
  start-page: 429
  issue: 4
  year: 2014
  ident: 9939_CR12
  publication-title: Interactive Learning Environments
  doi: 10.1080/10494820.2012.680968
– volume: 106
  start-page: 564
  issue: 4
  year: 2017
  ident: 9939_CR27
  publication-title: Journal of Engineering Education
  doi: 10.1002/jee.20178
– volume: 111
  start-page: 31
  year: 2017
  ident: 9939_CR19
  publication-title: Computers & Education
  doi: 10.1016/j.compedu.2017.04.002
– volume: 5090
  start-page: 41
  year: 2008
  ident: 9939_CR36
  publication-title: Lecture Notes in Computer Science
  doi: 10.1007/978-3-540-69924-8_4
– volume: 17
  start-page: 59
  issue: 1
  year: 2008
  ident: 9939_CR37
  publication-title: Journal of Science Education and Technology
  doi: 10.1007/s10956-007-9082-2
– volume: 10
  start-page: 11
  issue: 2
  year: 2011
  ident: 9939_CR43
  publication-title: Turkish Online Journal of Educational Technology
SSID ssj0025797
Score 2.4734967
Snippet By providing students with a highly interactive and hands-on learning experience, robotics promises to inspire a new generation of mathematical learning. This...
SourceID proquest
eric
crossref
springer
SourceType Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 79
SubjectTerms Algebra
Education
Educational Benefits
Educational Research
Elementary Education
Elementary School Students
Elementary Schools
Empirical analysis
Experiential Learning
Games
Geometry
Human engineering
Learning
Man Machine Systems
Mathematical analysis
Mathematical Applications
Mathematics Achievement
Mathematics Education
Mathematics Instruction
On-line systems
Research Design
Robotics
Robots
Sample Size
Science Education
Secondary School Students
Students
Technology Uses in Education
Title A Systematic Review on Exploring the Potential of Educational Robotics in Mathematics Education
URI https://link.springer.com/article/10.1007/s10763-018-09939-y
http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1238986
https://www.proquest.com/docview/2332363878
Volume 18
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3fS8MwED50e_FF3HQ4nSMPPihaWJv-SB6HbI7JRHSD-VSatAFBWrHzYf-9lzbtnKjgY8k1LfmS3F3u8h3AuSNjJqgvLar82NKBIYsXJcMYqg_OfG4Xhzmze3-ycKdLb2kuheVVtnsVkix26i-X3QIdc7R1uJ5Tbq13oemh764TuRbOsHazvKAsqeIF6CgPfGauyvzcx5Y62s541qbmt-hooXTGB7BvrEUyLOFtwU6StnWhZZOU0YaWWZs5uTAE0peHEA7JU03QTMrTf5KlpM63I2j1kYdspTOFsPtMkbpLfHzMRKbJm8lLSmY1q2u-kTmC-Xg0v5lYppCCJVFJrSxU08LmiZKORH9CoMZWgkaJYh4fcJm4nsRNLrEHVA4YF7atYpRAy0dF1HVjRTvQSLM0OQbiulRQbPe9KHZjOxKK-jSiUeygIUPdoAt2NZyhNCTjutbFa7ihR9YQhAhBWEAQrrtwVb_zVlJs_Cnd0SjVkqMp6l6Gs6oLvQq30KzDPHQodfAPWcC6cF1huWn-_TMn_xM_hT1HO-LF2UwPGqv3j-QMrZWV6ENzePt8N-oXnnm_mKqfU-rhJw
linkProvider Springer Nature
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3dS8MwED_8eNAX0elwOjUPPihaWJp-JI9DlDm3ITphb6FJGxCkFTcf_O-9dGnnRAUfS65pyS_J3eUuvwM49XXKFYu0x0yUejYw5ImyZBhH9SF4JGh5mDMcRb2noD8JJ-5S2LTKdq9CkuVO_eWyW2xjjtSG6wUT3scqrKMxwO1cfvK7tZsVxvOSKmGMjnIn4u6qzM99LKmj5Yxna2p-i46WSudmG7actUi6c3h3YCXLG7bQskvKaMCOW5tTcuYIpM93QXbJY03QTOan_6TISZ1vR9DqI_fFzGYKYfeFIXWX-PhQqMKSN5PnnAxrVtfpQmYPxjfX46ue5wopeBqV1MxDNa2oyIz2NfoTCjW2USzJDA9FR-gsCDVuchntMN3hQlFqUpRAy8ckLAhSw5qwlhd5tg8kCJhi2B6FSRqkNFGGRSxhSeqjIcOCuAW0Gk6pHcm4rXXxIhf0yBYCiRDIEgL50YKL-p3XOcXGn9JNi1Ited2ndg7wqAXtCjfp1uFU-oz5-Ic85i24rLBcNP_-mYP_iZ_ARm88HMjB7ejuEDZ965SX5zRtWJu9vWdHaLnM1HE5UT8BvRHhhQ
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3dS8MwED90gvgiOhWnU_Pgg6LFtUnb5HGoY043hh_gW2jSBgRph5sP---9tF23iQo-llzTpnfp3eXufgdw6umYKxpoh5ogdmxgyBF5yzCO6kPwQLj5YU5_EHRfWO_Vf12o4s-z3WchyaKmwaI0pZOrUWyuFgrfQht_dG3oXlDhTFdhjdlqYJToF69duVx-WLRX8UN0mlsBL8tmfp5jSTUtZz9bs_NbpDRXQJ0t2CwtR9IuWL0NK0lat02XywSNOmyX-3RMzkow6fMdkG3yVIE1kyISQLKUVLl3BC1AMszs4lEUSWZINSVePmYqs0DO5C0l_QrhdTyn2YXnzu3zddcpmyo4GhXWxEGVrVyRGO1p9C0Uam-jaJQY7ouW0AnzNf7wErdFdYsL5bomRgq0gkxEGYsN3YNamqXJPhDGqKI4HvhRzGI3UoYGNKJR7KFRQ1nYAHf2OaUuAcdt34t3OYdKtiyQyAKZs0BOG3BR3TMq4Db-pN6zXKoob3uohzlKWAOaM77Jck-OpUeph2_IQ96Ayxkv58O_P-bgf-QnsD686ciHu8H9IWx41j_Pj2yaUJt8fCZHaMRM1HEup1_LhuW4
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+Review+on+Exploring+the+Potential+of+Educational+Robotics+in+Mathematics+Education&rft.jtitle=International+journal+of+science+and+mathematics+education&rft.au=Zhong%2C+Baichang&rft.au=Xia%2C+Liying&rft.date=2020-01-01&rft.issn=1571-0068&rft.eissn=1573-1774&rft.volume=18&rft.issue=1&rft.spage=79&rft.epage=101&rft_id=info:doi/10.1007%2Fs10763-018-09939-y&rft.externalDBID=n%2Fa&rft.externalDocID=10_1007_s10763_018_09939_y
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1571-0068&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1571-0068&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1571-0068&client=summon