The effectiveness of physical and virtual manipulatives on learning and motivation in structural engineering

Background Recent advances in technology and computer simulation have expanded the use of virtual manipulatives in engineering education. However, especially in disciplines in which tactile concepts (e.g., force) are included, it has been claimed that learning could be compromised by substituting ph...

Full description

Saved in:
Bibliographic Details
Published inJournal of engineering education (Washington, D.C.) Vol. 111; no. 4; pp. 813 - 851
Main Authors Justo, Enrique, Delgado, Antonio, Llorente‐Cejudo, Carmen, Aguilar, Rocio, Cabero‐Almenara, Julio
Format Journal Article
LanguageEnglish
Published Hoboken, USA John Wiley & Sons, Inc 01.10.2022
Wiley
Blackwell Publishing Ltd
Subjects
Online AccessGet full text
ISSN1069-4730
2168-9830
DOI10.1002/jee.20482

Cover

Loading…
Abstract Background Recent advances in technology and computer simulation have expanded the use of virtual manipulatives in engineering education. However, especially in disciplines in which tactile concepts (e.g., force) are included, it has been claimed that learning could be compromised by substituting physical materials with computer simulations. Purpose This study examines the comparative effect of physical and virtual materials on students' conceptual understanding and motivation to learn structural concepts with manipulatives. Method The study followed a between‐subjects design involving 209 university students and seven instructors. We used a pretest/posttest quasi‐experimental design with a purposely developed conceptual test to measure students' understanding of basic structural engineering concepts. Motivation and its components (attention, relevance, confidence, and satisfaction) were assessed with Keller's Instructional Materials Motivation Survey. Results Our results revealed that the physical and virtual conditions were equally effective in promoting students' understanding of basic structural engineering concepts in a classroom setting. We also found that the students were more motivated to learn through the use of physical materials than with virtual ones. This difference was especially significant in the attention dimension. Finally, we found that male students showed more confidence than female students when using physical manipulatives but not when using virtual ones. Conclusions The findings from this study associate the benefits of using physical materials with an increase in motivation rather than with superior learning gains. In particular, engineering educators seeking to enhance students' attention should consider adopting physical manipulatives in their classrooms, although they must be aware of the potential sex differences that could be caused by their use.
AbstractList BackgroundRecent advances in technology and computer simulation have expanded the use of virtual manipulatives in engineering education. However, especially in disciplines in which tactile concepts (e.g., force) are included, it has been claimed that learning could be compromised by substituting physical materials with computer simulations.PurposeThis study examines the comparative effect of physical and virtual materials on students' conceptual understanding and motivation to learn structural concepts with manipulatives.MethodThe study followed a between‐subjects design involving 209 university students and seven instructors. We used a pretest/posttest quasi‐experimental design with a purposely developed conceptual test to measure students' understanding of basic structural engineering concepts. Motivation and its components (attention, relevance, confidence, and satisfaction) were assessed with Keller's Instructional Materials Motivation Survey.ResultsOur results revealed that the physical and virtual conditions were equally effective in promoting students' understanding of basic structural engineering concepts in a classroom setting. We also found that the students were more motivated to learn through the use of physical materials than with virtual ones. This difference was especially significant in the attention dimension. Finally, we found that male students showed more confidence than female students when using physical manipulatives but not when using virtual ones.ConclusionsThe findings from this study associate the benefits of using physical materials with an increase in motivation rather than with superior learning gains. In particular, engineering educators seeking to enhance students' attention should consider adopting physical manipulatives in their classrooms, although they must be aware of the potential sex differences that could be caused by their use.
Background Recent advances in technology and computer simulation have expanded the use of virtual manipulatives in engineering education. However, especially in disciplines in which tactile concepts (e.g., force) are included, it has been claimed that learning could be compromised by substituting physical materials with computer simulations. Purpose This study examines the comparative effect of physical and virtual materials on students' conceptual understanding and motivation to learn structural concepts with manipulatives. Method The study followed a between‐subjects design involving 209 university students and seven instructors. We used a pretest/posttest quasi‐experimental design with a purposely developed conceptual test to measure students' understanding of basic structural engineering concepts. Motivation and its components (attention, relevance, confidence, and satisfaction) were assessed with Keller's Instructional Materials Motivation Survey. Results Our results revealed that the physical and virtual conditions were equally effective in promoting students' understanding of basic structural engineering concepts in a classroom setting. We also found that the students were more motivated to learn through the use of physical materials than with virtual ones. This difference was especially significant in the attention dimension. Finally, we found that male students showed more confidence than female students when using physical manipulatives but not when using virtual ones. Conclusions The findings from this study associate the benefits of using physical materials with an increase in motivation rather than with superior learning gains. In particular, engineering educators seeking to enhance students' attention should consider adopting physical manipulatives in their classrooms, although they must be aware of the potential sex differences that could be caused by their use.
Background: Recent advances in technology and computer simulation have expanded the use of virtual manipulatives in engineering education. However, especially in disciplines in which tactile concepts (e.g., force) are included, it has been claimed that learning could be compromised by substituting physical materials with computer simulations. Purpose: This study examines the comparative effect of physical and virtual materials on students' conceptual understanding and motivation to learn structural concepts with manipulatives. Method: The study followed a between-subjects design involving 209 university students and seven instructors. We used a pretest/posttest quasi-experimental design with a purposely developed conceptual test to measure students' understanding of basic structural engineering concepts. Motivation and its components (attention, relevance, confidence, and satisfaction) were assessed with Keller's Instructional Materials Motivation Survey. Results: Our results revealed that the physical and virtual conditions were equally effective in promoting students' understanding of basic structural engineering concepts in a classroom setting. We also found that the students were more motivated to learn through the use of physical materials than with virtual ones. This difference was especially significant in the attention dimension. Finally, we found that male students showed more confidence than female students when using physical manipulatives but not when using virtual ones. Conclusions: The findings from this study associate the benefits of using physical materials with an increase in motivation rather than with superior learning gains. In particular, engineering educators seeking to enhance students' attention should consider adopting physical manipulatives in their classrooms, although they must be aware of the potential sex differences that could be caused by their use.
Audience Higher Education
Postsecondary Education
Author Justo, Enrique
Llorente‐Cejudo, Carmen
Delgado, Antonio
Cabero‐Almenara, Julio
Aguilar, Rocio
Author_xml – sequence: 1
  givenname: Enrique
  orcidid: 0000-0003-3860-4419
  surname: Justo
  fullname: Justo, Enrique
  email: ejem@us.es
  organization: Universidad de Sevilla
– sequence: 2
  givenname: Antonio
  orcidid: 0000-0001-7085-1212
  surname: Delgado
  fullname: Delgado, Antonio
  email: antoniodelga@us.es
  organization: Universidad de Sevilla
– sequence: 3
  givenname: Carmen
  orcidid: 0000-0002-4281-928X
  surname: Llorente‐Cejudo
  fullname: Llorente‐Cejudo, Carmen
  email: karen@us.es
  organization: Universidad de Sevilla
– sequence: 4
  givenname: Rocio
  orcidid: 0000-0002-2599-8159
  surname: Aguilar
  fullname: Aguilar, Rocio
  email: ragucar@upo.es
  organization: Universidad Pablo de Olavide
– sequence: 5
  givenname: Julio
  orcidid: 0000-0002-1133-6031
  surname: Cabero‐Almenara
  fullname: Cabero‐Almenara, Julio
  email: cabero@us.es
  organization: Universidad de Sevilla
BackLink http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1351636$$DView record in ERIC
BookMark eNp1kEtLxDAUhYMoOD4W_gCh4MpF9ebRtF2KjC8EN-M6pOmNZuikY9Iq8-_NPNyIrhLu-c65yTki-773SMgZhSsKwK7niFcMRMX2yIRRWeV1xWGfTCjIOhclh0NyFOMcAGqQ5YR0s3fM0Fo0g_tEjzFmvc2W76vojO4y7dvs04VhTPeF9m45dnoNJspnHergnX_bUIs-zZOW5s5ncQijGcaQbOjfnEcMCTwhB1Z3EU935zF5vZvObh_y55f7x9ub59zwQrC8akpag61KprkGY9uiqJFSoCWradvqqtSNoVow3mrWoK1EgbpqGgvQcNkKfkwutrnL0H-MGAc178fg00rFSiaEkFLyRJ1vqfQ2o5bBLXRYqekT5QWVXCb9equb0McY0Crjhs0Ph6BdpyiodeUqVa42lSfH5S_HT-pf7C79y3W4-h9UT9Pp1vENhyeTUg
CitedBy_id crossref_primary_10_1080_2331186X_2024_2431950
crossref_primary_10_1007_s12144_024_05676_4
crossref_primary_10_3390_educsci14040354
crossref_primary_10_1002_eng2_13004
crossref_primary_10_3390_electronics13163197
Cites_doi 10.1007/BF02299087
10.5951/TCM.2.5.0270
10.1111/bjet.12740
10.1016/j.compedu.2011.06.012
10.1177/1847979019839578
10.1002/tea.20152
10.1016/j.learninstruc.2010.03.001
10.1016/j.chb.2013.06.012
10.1177/1356336X20982629
10.1002/sce.21126
10.1126/science.1230579
10.1111/jcal.12024
10.1007/978-3-319-22933-1_12
10.3991/ijet.v14.i23.10890
10.1007/978-94-007-6857-4
10.2190/EC.49.1.b
10.1023/A:1021600510857
10.1103/PhysRevSTPER.1.010103
10.1002/sce.20463
10.1111/j.1467-8535.2009.01012.x
10.1119/1.18809
10.1111/j.1467-8535.2005.00582.x
10.3102/0162373707299706
10.1016/j.learninstruc.2012.08.006
10.1187/cbe.16-04-0148
10.1016/s0079-7421(02)80005-6
10.1207/S1532690XCI2102_02
10.1007/BF02905780
10.1016/j.ecresq.2012.02.004
10.1007/s10956-011-9291-6
10.1002/0471725153
10.1007/978-1-4419-1250-3
10.1109/TE.2018.2791445
10.1002/j.2168-9830.2004.tb00806.x
10.1103/PhysRevSTPER.8.010113
10.1119/1.2885059
10.1007/s10648-020-09517-1
10.1007/s10763-016-9774-2
10.1006/ceps.1999.1015
10.1016/j.compedu.2011.07.017
10.1016/j.edurev.2015.10.001
10.1037/a0031084
10.1103/PhysRevPhysEducRes.15.010119
10.1080/07370008.2014.887083
10.1201/9781315273532
10.3390/su11184990
10.3758/BRM.41.4.1149
10.1007/s10648-014-9255-5
10.18260/p.25668
ContentType Journal Article
Copyright 2022 The Authors. published by Wiley Periodicals LLC on behalf of American Society for Engineering Education.
2022. This article is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2022 The Authors. published by Wiley Periodicals LLC on behalf of American Society for Engineering Education.
– notice: 2022. This article is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID 24P
AAYXX
CITATION
7SW
BJH
BNH
BNI
BNJ
BNO
ERI
PET
REK
WWN
4T-
AHOVV
DOI 10.1002/jee.20482
DatabaseName Wiley Online Library Open Access (WRLC)
CrossRef
ERIC
ERIC (Ovid)
ERIC
ERIC
ERIC (Legacy Platform)
ERIC( SilverPlatter )
ERIC
ERIC PlusText (Legacy Platform)
Education Resources Information Center (ERIC)
ERIC
Docstoc
Education Research Index
DatabaseTitle CrossRef
ERIC
Docstoc
DatabaseTitleList Docstoc

ERIC
Database_xml – sequence: 1
  dbid: 24P
  name: Wiley Online Library Open Access
  url: https://authorservices.wiley.com/open-science/open-access/browse-journals.html
  sourceTypes: Publisher
– sequence: 2
  dbid: ERI
  name: ERIC
  url: https://eric.ed.gov/
  sourceTypes: Index Database
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
Education
EISSN 2168-9830
ERIC EJ1351636
EndPage 851
ExternalDocumentID EJ1351636
10_1002_jee_20482
JEE20482
Genre article
GroupedDBID -W8
-~X
.-4
.GO
0-V
05W
0R~
1OB
1OC
24P
29K
2FS
31~
33P
3SF
3V.
50Y
52U
5GY
8-1
85S
88I
8A4
8AF
8FE
8FG
8FW
8G5
8R4
8R5
96U
A00
AAESR
AAEVG
AAHHS
AAHQN
AAHSB
AAIKC
AAMNL
AAMNW
AANHP
AANLZ
AAONW
AASGY
AAXRX
AAYCA
AAZKR
ABCUV
ABDBF
ABDPE
ABJCF
ABJNI
ABUWG
ACAHQ
ACBWZ
ACCFJ
ACCZN
ACGFO
ACGFS
ACGOD
ACHQT
ACIWK
ACPOU
ACRPL
ACUHS
ACXBN
ACXQS
ACYXJ
ADBBV
ADEOM
ADIZJ
ADKYN
ADMGS
ADNMO
ADOZA
ADXAS
ADZMN
AEEZP
AEGXH
AEIGN
AEIMD
AENEX
AEQDE
AEUYR
AFAZI
AFBPY
AFFPM
AFGKR
AFKRA
AFPWT
AFWVQ
AFZJQ
AHBTC
AI.
AIAGR
AIKWM
AITYG
AIURR
AIWBW
AJBDE
AJXKR
ALEEW
ALMA_UNASSIGNED_HOLDINGS
ALSLI
ALUQN
ALVPJ
AMBMR
AMYDB
ARALO
ASPBG
ATUGU
AUFTA
AVWKF
AZFZN
AZQEC
AZVAB
BCR
BCU
BDRZF
BEC
BENPR
BES
BFHJK
BGLVJ
BHBCM
BLC
BMNLL
BMXJE
BNHUX
BOGZA
BPHCQ
BRXPI
C1A
CCPQU
CJNVE
D-I
DCZOG
DPXWK
DRFUL
DRMBU
DRSTM
DWQXO
E3Z
EBS
EDJ
EJD
ESX
FEDTE
G-S
GNUQQ
GODZA
GUQSH
HCIFZ
HCK
HGLYW
HVGLF
HZ~
I-F
L6V
LATKE
LEEKS
LITHE
LOXES
LUTES
LYRES
M0P
M2O
M2P
M2Q
M7S
MEWTI
MK~
MRFUL
MRSTM
MSFUL
MSSTM
MXFUL
MXSTM
MY~
NEJ
O66
O9-
P2P
P2W
PALCI
PEA
PQEDU
PQQKQ
PROAC
PTHSS
Q2X
QF4
QM7
QN7
QO4
R.K
RIWAO
RJQFR
ROL
RWL
RXW
S0W
S0X
SAMSI
SJFOW
SUPJJ
TAE
TN5
U5U
VH1
WBKPD
WH7
WIH
WIK
WLBEL
WOHZO
WXSBR
WYISQ
WYJ
ZHY
ZZTAW
AAYXX
ADMLS
AEYWJ
AGHNM
AGQPQ
AGYGG
CITATION
PHGZM
PHGZT
7SW
AAMMB
AEFGJ
AGXDD
AIDQK
AIDYY
BJH
BNH
BNI
BNJ
BNO
ERI
LH4
PET
PQGLB
PUEGO
REK
WWN
4T-
AHOVV
ID FETCH-LOGICAL-c3542-8b7190f872a3a0cfd559e11017291dda87abc1a423da2bef845ea8bbf00b36d43
IEDL.DBID 24P
ISSN 1069-4730
IngestDate Wed Aug 13 04:22:51 EDT 2025
Tue Sep 02 19:15:20 EDT 2025
Tue Jul 01 02:34:52 EDT 2025
Thu Apr 24 23:08:28 EDT 2025
Wed Jan 22 16:24:12 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 4
Language English
License Attribution
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c3542-8b7190f872a3a0cfd559e11017291dda87abc1a423da2bef845ea8bbf00b36d43
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-1133-6031
0000-0002-4281-928X
0000-0001-7085-1212
0000-0003-3860-4419
0000-0002-2599-8159
OpenAccessLink https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fjee.20482
PQID 2724446663
PQPubID 42405
PageCount 39
ParticipantIDs proquest_journals_2724446663
eric_primary_EJ1351636
crossref_citationtrail_10_1002_jee_20482
crossref_primary_10_1002_jee_20482
wiley_primary_10_1002_jee_20482_JEE20482
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate October 2022
2022-10-00
20221001
PublicationDateYYYYMMDD 2022-10-01
PublicationDate_xml – month: 10
  year: 2022
  text: October 2022
PublicationDecade 2020
PublicationPlace Hoboken, USA
PublicationPlace_xml – name: Hoboken, USA
– name: Washington
PublicationTitle Journal of engineering education (Washington, D.C.)
PublicationYear 2022
Publisher John Wiley & Sons, Inc
Wiley
Blackwell Publishing Ltd
Publisher_xml – name: John Wiley & Sons, Inc
– name: Wiley
– name: Blackwell Publishing Ltd
References 2010; 56
2013; 29
2021; 27
2013; 3
2009; 41
2019; 50
2019; 11
2013; 23
2015; 31
2019; 15
2006; 37
2019; 14
2016; 32
1975
2014; 26
2011; 57
2008; 76
2012; 58
2012; 96
2007; 29
2002; 47
2009; 10
2001
2002; 41
2008; 24
2011; 21
1982
2012; 27
1980
1996; 2
2012; 21
2014; 98
1987; 10
2015; 16
2013; 49
2000; 25
2010
2013; 105
2008
2006
1994
2018; 61
2013; 340
2020; 32
2016; 15
1998; 66
1994; 42
1994; 8
2004; 93
2011; 42
2018
2005; 1
2016
2014
2014; 30
2007; 44
2018; 16
2003; 21
2012; 8
2014; 32
e_1_2_6_51_1
e_1_2_6_53_1
e_1_2_6_30_1
e_1_2_6_19_1
Coller B. D. (e_1_2_6_13_1) 2008; 24
Justo E. (e_1_2_6_27_1) 2016; 32
e_1_2_6_36_1
e_1_2_6_11_1
e_1_2_6_17_1
e_1_2_6_55_1
e_1_2_6_15_1
e_1_2_6_38_1
e_1_2_6_57_1
e_1_2_6_62_1
e_1_2_6_64_1
e_1_2_6_43_1
e_1_2_6_20_1
e_1_2_6_41_1
e_1_2_6_9_1
e_1_2_6_5_1
e_1_2_6_7_1
e_1_2_6_24_1
e_1_2_6_49_1
e_1_2_6_3_1
e_1_2_6_22_1
e_1_2_6_66_1
e_1_2_6_28_1
e_1_2_6_45_1
Wright B. D. (e_1_2_6_59_1) 1994; 8
e_1_2_6_26_1
e_1_2_6_47_1
e_1_2_6_52_1
e_1_2_6_54_1
e_1_2_6_31_1
Satterthwait D. (e_1_2_6_50_1) 2010; 56
Kennedy C. A. (e_1_2_6_32_1) 2009; 10
Wright B. D. (e_1_2_6_60_1) 1982
e_1_2_6_14_1
e_1_2_6_35_1
e_1_2_6_12_1
e_1_2_6_33_1
Nunnally J. C. (e_1_2_6_42_1) 1994
e_1_2_6_18_1
e_1_2_6_39_1
e_1_2_6_56_1
Chesler N. C. (e_1_2_6_10_1) 2013; 3
e_1_2_6_16_1
e_1_2_6_37_1
e_1_2_6_58_1
Haury D. L. (e_1_2_6_21_1) 1994
e_1_2_6_63_1
e_1_2_6_65_1
e_1_2_6_40_1
e_1_2_6_61_1
Pan E. (e_1_2_6_44_1) 2015; 31
e_1_2_6_8_1
Kolb D. A. (e_1_2_6_34_1) 1975
e_1_2_6_4_1
e_1_2_6_6_1
e_1_2_6_25_1
e_1_2_6_48_1
e_1_2_6_23_1
e_1_2_6_2_1
e_1_2_6_29_1
e_1_2_6_46_1
References_xml – volume: 10
  start-page: 2
  issue: 3
  year: 1987
  end-page: 10
  article-title: Development and use of the ARCS model of motivational design
  publication-title: Journal of Instructional Development
– volume: 30
  start-page: 110
  issue: 2
  year: 2014
  end-page: 120
  article-title: Relative effectiveness of physical and virtual manipulatives for conceptual change in science: How falling objects fall
  publication-title: Journal of Computer Assisted Learning
– volume: 32
  start-page: 297
  year: 2020
  end-page: 325
  article-title: Comparing multiple theories about learning with physical and virtual representations: Conflicting or complementary effects?
  publication-title: Educational Psychology Review
– volume: 41
  start-page: 85
  year: 2002
  end-page: 139
  article-title: Multimedia learning
  publication-title: Psychology of Learning and Motivation
– start-page: 125
  year: 2016
  end-page: 140
– year: 2001
– volume: 27
  start-page: 447
  issue: 3
  year: 2012
  end-page: 457
  article-title: Is physicality an important aspect of learning through science experimentation among kindergarten students?
  publication-title: Early Childhood Research Quarterly
– volume: 42
  start-page: 7
  issue: 2
  year: 1994
  end-page: 19
  article-title: Will Media influence learning? Reframing the debate
  publication-title: Educational Technology Research and Development
– volume: 61
  start-page: 226
  issue: 3
  year: 2018
  end-page: 233
  article-title: Affordances of virtual and physical laboratory projects for instructional design: Impacts on student engagement
  publication-title: IEEE Transactions on Education
– volume: 41
  start-page: 1149
  issue: 4
  year: 2009
  end-page: 1160
  article-title: Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses
  publication-title: Behavior Research Methods
– year: 2018
– year: 2014
– year: 1994
– volume: 58
  start-page: 136
  issue: 1
  year: 2012
  end-page: 153
  article-title: The learning effects of computer simulations in science education
  publication-title: Computers and Education
– volume: 98
  start-page: 905
  issue: 5
  year: 2014
  end-page: 935
  article-title: A comparison of students' approaches to inquiry, conceptual learning, and attitudes in simulation‐based and microcomputer‐based laboratories
  publication-title: Science Education
– volume: 57
  start-page: 2281
  issue: 4
  year: 2011
  end-page: 2290
  article-title: Incorporating haptic feedback in simulation for learning physics
  publication-title: Computers and Education
– year: 1982
– volume: 26
  start-page: 51
  issue: 1
  year: 2014
  end-page: 72
  article-title: An embedded and embodied cognition review of instructional manipulatives
  publication-title: Educational Psychology Review
– year: 2008
– volume: 66
  start-page: 64
  issue: 1
  year: 1998
  end-page: 74
  article-title: Interactive‐engagement versus traditional methods: A six‐thousand‐student survey of mechanics test data for introductory physics courses
  publication-title: American Journal of Physics
– volume: 49
  start-page: 41
  issue: 1
  year: 2013
  end-page: 59
  article-title: Embodiment: A new perspective for evaluating physicality in learning
  publication-title: Journal of Educational Computing Research
– volume: 29
  start-page: 60
  issue: 1
  year: 2007
  end-page: 87
  article-title: Intraclass correlation values for planning group‐randomized trials in education
  publication-title: Educational Evaluation and Policy Analysis
– volume: 42
  start-page: 291
  issue: 2
  year: 2011
  end-page: 310
  article-title: A comparative study of the effects of using dynamic geometry software and physical manipulatives on the spatial visualisation skills of pre‐service mathematics teachers
  publication-title: British Journal of Educational Technology
– volume: 15
  issue: 1
  year: 2019
  article-title: Effects of guided inquiry virtual and physical laboratories on conceptual understanding, inquiry performance, scientific inquiry self‐efficacy, and enjoyment
  publication-title: Physical Review Physics Education Research
– volume: 8
  start-page: 1
  issue: 1
  year: 2012
  end-page: 12
  article-title: Exploration of factors that affect the comparative effectiveness of physical and virtual manipulatives in an undergraduate laboratory
  publication-title: Physical Review Special Topics—Physics Education Research
– volume: 93
  start-page: 195
  issue: 3
  year: 2004
  end-page: 204
  article-title: Comparison of student learning in physical and simulated unit operations experiments
  publication-title: Journal of Engineering Education
– volume: 56
  start-page: 7
  issue: 2
  year: 2010
  end-page: 10
  article-title: Why are ‘hands‐on’ science activities so effective for student learning?
  publication-title: Teaching Science
– volume: 50
  start-page: 3376
  issue: 6
  year: 2019
  end-page: 3390
  article-title: Augmented reality‐based virtual manipulatives versus physical manipulatives for teaching geometric shapes to preschool children
  publication-title: British Journal of Educational Technology
– volume: 24
  start-page: 545
  issue: 3
  year: 2008
  end-page: 557
  article-title: An experiment in hands‐on learning in engineering mechanics: Statics
  publication-title: International Journal of Engineering Education
– volume: 32
  start-page: 101
  issue: 2
  year: 2014
  end-page: 158
  article-title: The effects on students' conceptual understanding of electric circuits of introducing virtual manipulatives within a physical manipulatives‐oriented curriculum
  publication-title: Cognition and Instruction
– volume: 47
  start-page: 453
  issue: 9
  year: 2002
  end-page: 464
  article-title: The effects of gender, dysphoria, and performance feedback on the accuracy of self‐evaluations
  publication-title: Sex Roles
– volume: 3
  start-page: 1
  issue: 3
  year: 2013
  end-page: 29
  article-title: Design of a professional practice simulator for educating and motivating first‐year engineering students
  publication-title: Advances in Engineering Education
– volume: 8
  start-page: 370
  issue: 3
  year: 1994
  article-title: Reasonable mean‐square fit values
  publication-title: Rasch Measurement Transactions
– volume: 10
  start-page: 1
  issue: 1
  year: 2009
  end-page: 16
  article-title: Mapping multiple dimensions of student learning: The ConstructMap program
  publication-title: Journal of Applied Measurement
– start-page: 33
  year: 1975
  end-page: 57
– volume: 21
  start-page: 133
  issue: 1
  year: 2012
  end-page: 147
  article-title: Virtual and physical experimentation in inquiry‐based science labs: Attitudes, performance and access
  publication-title: Journal of Science Education and Technology
– volume: 96
  start-page: 21
  issue: 1
  year: 2012
  end-page: 47
  article-title: Blending physical and virtual manipulatives: An effort to improve students' conceptual understanding through science laboratory experimentation
  publication-title: Science Education
– volume: 105
  start-page: 380
  issue: 2
  year: 2013
  end-page: 400
  article-title: A meta‐analysis of the efficacy of teaching mathematics with concrete manipulatives
  publication-title: Journal of Educational Psychology
– volume: 2
  start-page: 270
  issue: 5
  year: 1996
  end-page: 279
  article-title: Rethinking “concrete” manipulatives
  publication-title: Teaching Children Mathematics
– year: 2016
– volume: 27
  start-page: 654
  issue: 3
  year: 2021
  end-page: 665
  article-title: The tennis common content knowledge measure validation
  publication-title: European Physical Education Review
– volume: 32
  start-page: 2556
  issue: 6
  year: 2016
  end-page: 2568
  article-title: Implementation of problem‐based learning in structural engineering: A case study
  publication-title: International Journal of Engineering Education
– volume: 1
  issue: 1
  year: 2005
  article-title: When learning about the real world is better done virtually: A study of substituting computer simulations for laboratory equipment
  publication-title: Physical Review Special Topics—Physics Education Research
– year: 2010
– volume: 11
  issue: 18
  year: 2019
  article-title: Educational uses of augmented reality (AR): Experiences in educational science
  publication-title: Sustainability
– volume: 31
  start-page: 1629
  issue: 6
  year: 2015
  end-page: 1644
  article-title: Affordances and constraints of physical and virtual manipulatives for learning dynamics
  publication-title: International Journal of Engineering Education
– volume: 37
  start-page: 243
  issue: 2
  year: 2006
  end-page: 259
  article-title: A preliminary validation of attention, relevance confidence and satisfaction model‐based instructional material motivational survey in a computer‐based tutorial setting
  publication-title: British Journal of Educational Technology
– volume: 14
  start-page: 67
  issue: 23
  year: 2019
  end-page: 84
  article-title: The optimum equilibrium when using experiments in teaching—Where virtual and real labs stand in science and engineering teaching practice
  publication-title: International Journal of Emerging Technologies in Learning
– year: 1980
– volume: 21
  start-page: 149
  issue: 2
  year: 2003
  end-page: 173
  article-title: Point and click or grab and heft: Comparing the influence of physical and virtual instructional materials on elementary school students' ability to design experiments
  publication-title: Cognition and Instruction
– volume: 16
  start-page: 203
  issue: 2
  year: 2018
  end-page: 219
  article-title: The comparative effectiveness of physical, virtual, and virtual‐physical manipulatives on third‐grade students' science achievement and conceptual understanding of evaporation and condensation
  publication-title: International Journal of Science and Mathematics Education
– volume: 76
  start-page: 425
  issue: 4
  year: 2008
  end-page: 430
  article-title: Comparing the influence of physical and virtual manipulatives in the context of the physics by inquiry curriculum: The case of undergraduate students' conceptual understanding of heat and temperature
  publication-title: American Journal of Physics
– year: 2006
– volume: 23
  start-page: 10
  issue: 1
  year: 2013
  end-page: 23
  article-title: Computer simulations and clear observations do not guarantee conceptual understanding
  publication-title: Learning and Instruction
– volume: 44
  start-page: 183
  issue: 1
  year: 2007
  end-page: 203
  article-title: Hands on what? The relative effectiveness of physical versus virtual materials in an engineering design project by middle school children
  publication-title: Journal of Research in Science Teaching
– volume: 29
  start-page: 2546
  issue: 6
  year: 2013
  end-page: 2556
  article-title: Usability of concrete and virtual models in chemistry instruction
  publication-title: Computers in Human Behavior
– volume: 21
  start-page: 317
  issue: 3
  year: 2011
  end-page: 331
  article-title: Physical versus virtual manipulative experimentation in physics learning
  publication-title: Learning and Instruction
– volume: 11
  start-page: 1
  issue: 259
  year: 2019
  end-page: 10
  article-title: Comparison of AR and physical experiential learning environment in supporting product innovation
  publication-title: International Journal of Engineering Business Management
– volume: 340
  start-page: 305
  issue: 19
  year: 2013
  end-page: 308
  article-title: Physical and virtual laboratories in science and engineering education
  publication-title: Science
– volume: 16
  start-page: 116
  year: 2015
  end-page: 137
  article-title: Examining whether touch sensory feedback is necessary for science learning through experimentation: A literature review of two different lines of research across K–16
  publication-title: Educational Research Review
– volume: 15
  issue: 4
  year: 2016
  article-title: Rasch analysis for instrument development: Why, when, and how?
  publication-title: CBE—Life Sciences Education
– volume: 25
  start-page: 68
  issue: 1
  year: 2000
  end-page: 81
  article-title: Expectancy‐value theory of achievement motivation
  publication-title: Contemporary Educational Psychology
– volume: 10
  start-page: 1
  issue: 1
  year: 2009
  ident: e_1_2_6_32_1
  article-title: Mapping multiple dimensions of student learning: The ConstructMap program
  publication-title: Journal of Applied Measurement
– ident: e_1_2_6_23_1
– ident: e_1_2_6_35_1
  doi: 10.1007/BF02299087
– ident: e_1_2_6_12_1
  doi: 10.5951/TCM.2.5.0270
– ident: e_1_2_6_40_1
– ident: e_1_2_6_17_1
  doi: 10.1111/bjet.12740
– ident: e_1_2_6_20_1
  doi: 10.1016/j.compedu.2011.06.012
– ident: e_1_2_6_38_1
  doi: 10.1177/1847979019839578
– ident: e_1_2_6_33_1
  doi: 10.1002/tea.20152
– ident: e_1_2_6_28_1
– volume-title: Perspectives of hands‐on science teaching
  year: 1994
  ident: e_1_2_6_21_1
– ident: e_1_2_6_36_1
– ident: e_1_2_6_66_1
  doi: 10.1016/j.learninstruc.2010.03.001
– volume-title: Psychometric theory
  year: 1994
  ident: e_1_2_6_42_1
– ident: e_1_2_6_52_1
  doi: 10.1016/j.chb.2013.06.012
– ident: e_1_2_6_55_1
  doi: 10.1177/1356336X20982629
– ident: e_1_2_6_9_1
  doi: 10.1002/sce.21126
– volume: 56
  start-page: 7
  issue: 2
  year: 2010
  ident: e_1_2_6_50_1
  article-title: Why are ‘hands‐on’ science activities so effective for student learning?
  publication-title: Teaching Science
– volume-title: Rating scale analysis
  year: 1982
  ident: e_1_2_6_60_1
– ident: e_1_2_6_14_1
  doi: 10.1126/science.1230579
– volume: 8
  start-page: 370
  issue: 3
  year: 1994
  ident: e_1_2_6_59_1
  article-title: Reasonable mean‐square fit values
  publication-title: Rasch Measurement Transactions
– ident: e_1_2_6_37_1
  doi: 10.1111/jcal.12024
– ident: e_1_2_6_65_1
  doi: 10.1007/978-3-319-22933-1_12
– ident: e_1_2_6_54_1
  doi: 10.3991/ijet.v14.i23.10890
– ident: e_1_2_6_6_1
  doi: 10.1007/978-94-007-6857-4
– ident: e_1_2_6_19_1
  doi: 10.2190/EC.49.1.b
– ident: e_1_2_6_4_1
  doi: 10.1023/A:1021600510857
– ident: e_1_2_6_16_1
  doi: 10.1103/PhysRevSTPER.1.010103
– ident: e_1_2_6_43_1
  doi: 10.1002/sce.20463
– ident: e_1_2_6_2_1
  doi: 10.1111/j.1467-8535.2009.01012.x
– ident: e_1_2_6_18_1
  doi: 10.1119/1.18809
– volume: 32
  start-page: 2556
  issue: 6
  year: 2016
  ident: e_1_2_6_27_1
  article-title: Implementation of problem‐based learning in structural engineering: A case study
  publication-title: International Journal of Engineering Education
– ident: e_1_2_6_24_1
  doi: 10.1111/j.1467-8535.2005.00582.x
– ident: e_1_2_6_22_1
  doi: 10.3102/0162373707299706
– ident: e_1_2_6_48_1
  doi: 10.1016/j.learninstruc.2012.08.006
– ident: e_1_2_6_5_1
  doi: 10.1187/cbe.16-04-0148
– ident: e_1_2_6_39_1
  doi: 10.1016/s0079-7421(02)80005-6
– ident: e_1_2_6_53_1
  doi: 10.1207/S1532690XCI2102_02
– start-page: 33
  volume-title: Theories of group process
  year: 1975
  ident: e_1_2_6_34_1
– volume: 3
  start-page: 1
  issue: 3
  year: 2013
  ident: e_1_2_6_10_1
  article-title: Design of a professional practice simulator for educating and motivating first‐year engineering students
  publication-title: Advances in Engineering Education
– ident: e_1_2_6_29_1
  doi: 10.1007/BF02905780
– volume: 24
  start-page: 545
  issue: 3
  year: 2008
  ident: e_1_2_6_13_1
  article-title: An experiment in hands‐on learning in engineering mechanics: Statics
  publication-title: International Journal of Engineering Education
– ident: e_1_2_6_64_1
  doi: 10.1016/j.ecresq.2012.02.004
– ident: e_1_2_6_46_1
  doi: 10.1007/s10956-011-9291-6
– ident: e_1_2_6_3_1
  doi: 10.1002/0471725153
– ident: e_1_2_6_31_1
  doi: 10.1007/978-1-4419-1250-3
– ident: e_1_2_6_41_1
  doi: 10.1109/TE.2018.2791445
– ident: e_1_2_6_57_1
  doi: 10.1002/j.2168-9830.2004.tb00806.x
– ident: e_1_2_6_11_1
  doi: 10.1103/PhysRevSTPER.8.010113
– ident: e_1_2_6_30_1
– ident: e_1_2_6_62_1
  doi: 10.1119/1.2885059
– ident: e_1_2_6_47_1
  doi: 10.1007/s10648-020-09517-1
– ident: e_1_2_6_56_1
  doi: 10.1007/s10763-016-9774-2
– ident: e_1_2_6_58_1
  doi: 10.1006/ceps.1999.1015
– ident: e_1_2_6_49_1
  doi: 10.1016/j.compedu.2011.07.017
– ident: e_1_2_6_61_1
  doi: 10.1016/j.edurev.2015.10.001
– ident: e_1_2_6_8_1
  doi: 10.1037/a0031084
– ident: e_1_2_6_25_1
  doi: 10.1103/PhysRevPhysEducRes.15.010119
– ident: e_1_2_6_63_1
  doi: 10.1080/07370008.2014.887083
– ident: e_1_2_6_26_1
  doi: 10.1201/9781315273532
– volume: 31
  start-page: 1629
  issue: 6
  year: 2015
  ident: e_1_2_6_44_1
  article-title: Affordances and constraints of physical and virtual manipulatives for learning dynamics
  publication-title: International Journal of Engineering Education
– ident: e_1_2_6_7_1
  doi: 10.3390/su11184990
– ident: e_1_2_6_15_1
  doi: 10.3758/BRM.41.4.1149
– ident: e_1_2_6_45_1
  doi: 10.1007/s10648-014-9255-5
– ident: e_1_2_6_51_1
  doi: 10.18260/p.25668
SSID ssj0009067
Score 2.4012988
Snippet Background Recent advances in technology and computer simulation have expanded the use of virtual manipulatives in engineering education. However, especially...
Background: Recent advances in technology and computer simulation have expanded the use of virtual manipulatives in engineering education. However, especially...
BackgroundRecent advances in technology and computer simulation have expanded the use of virtual manipulatives in engineering education. However, especially in...
SourceID proquest
eric
crossref
wiley
SourceType Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 813
SubjectTerms Achievement Gains
Attention
Between-subjects design
Classrooms
College Students
Colleges & universities
Computer Assisted Instruction
Computer Simulation
computer‐based instruction
Concept Formation
conceptual learning
Design of experiments
Electronic Learning
Engineering Education
Gender Differences
Instructional materials
Learning
Learning Motivation
Manipulative Materials
Motivation
physical manipulatives
Research Design
Self Esteem
Structural engineering
Student Motivation
Students
virtual manipulatives
Title The effectiveness of physical and virtual manipulatives on learning and motivation in structural engineering
URI https://onlinelibrary.wiley.com/doi/abs/10.1002%2Fjee.20482
http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1351636
https://www.proquest.com/docview/2724446663
Volume 111
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1NS8QwEB1EL3oQvxZX1yWIBy9l0yRtUzwtWpFFRVDBW0maRBTtLir-fidpt6ug4K2H6Qd5mclMmXkP4Mhlca6kUxF-pY6EyeMoz3IVMVvFLk6kFWFI7Oo6vbgXk4fkYQlO5rMwDT9E98PNe0aI197BlX4fLUhDn61nuRQS4--KH631xPlM3CwYd2mQj8WSJ48E7uM5rRBlo-7WH4fRz35nn2h-T1fDeXO-AettokjGDbKbsGTrLa-x3PZjbMHaNyrBbXhBvEnTnNHGLzJ1ZNaiQFRtyOfTmx8WIZ7xolHt-rRoVZNWOeIxWL12gmfkqSYNvayn5iB28boduD8v7k4volZJIap4IjDkaYSEOpkxxRWtnME6wsbeG1keG6NkpnQVK0ytjGLaOikSq6TWjlLNUyN4D5braW13gVROUC60s1wakVKtMT_hTEuqjTWCVX04ni9pWbU0417t4qVsCJJZiatfhtXvw2FnOmu4NX4z6nlcOoNi4jUFU572YTBHqmz97r1kGaYrAksyjt8R0Pv7yeWkKMLF3v9N92GV-fmH0M03gGUEwR5gVvKhh2H3DWFlfHZ1eTsMdfgXUzzgiQ
linkProvider Wiley-Blackwell
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PS8MwFA4yD-pBdCrOn0E8eClLk6xNwYvIxpxTPDjYLSRNIopWUfHv9yXNugkK3np4bUO-vJeX8N73IXTq8rRQwqkERqkTboo0KfJCJdSWqUt7wvLQJHZzmw0nfDTtTZfQ-awXpuaHaC7cvGeEeO0d3F9Id-esoU_W01xyAQF4mWc0925J-d2ccpcE_Vg48xQJh4U84xUitNu8-mM3-lnw7DPNxXw1bDiDDbQeM0V8UUO7iZZs1fYiy7Ego43WFrgEt9AzAI7r6owYwPCrw28RBqwqg78e3323CPaUF7Vs15cFqwpH6YiHYPXSKJ7hxwrX_LKemwPb-e-20WTQv78cJlFKISlZj0PM04AJcSKniilSOgMHCZt6d6RFaowSudJlqiC3Mopq6wTvWSW0doRolhnOdlCreq3sLsKl44Rx7SwThmdEa0hQGNWCaGMNp2UHnc2mVJaRZ9zLXTzLmiGZSph9GWa_g04a07eaXOM3ox2PS2PQH3lRwYxlHXQwQ0pGx_uQNId8hcOZjME4Anp_f1mO-v3wsPd_02O0Mry_Gcvx1e31PlqlvhkilPYdoBYAYg8hRfnUR2ElfgMg-eFg
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV3PS8MwFA5DQfQgOhWnU4N48FJMk7RN8STaMaeOHRS8laRJRNE6VPz7fUl_bAMFbz28tiFf3stL-973IXRikzCVwsoARqkCrtMwSJNUBtQUoQ0jYbhvErsbx8MHPnqMHjvovOmFqfgh2g9uzjN8vHYOPtX2bEYa-mIcyyUXEH-X_c8-R-vMJzPGXeLlY-HIkwYc1nFDK0ToWXvrwma0WO_sEs35dNXvN4MNtF4niviiQnYTdUzZdRrLdT1GF63NUQluoVfAG1fFGXX8wu8WT2sUsCw1_n7-cM0i2DFeVKpd3wasSlwrRzx5q7dW8Aw_l7iil3XUHNjMXreNHgbZ_eUwqJUUgoJFHEKeAkiIFQmVTJLCajhHmNB5I01DraVIpCpCCamVllQZK3hkpFDKEqJYrDnbQUvle2l2ES4sJ4wra5jQPCZKQX7CqBJEaaM5LXrotJnSvKhpxp3axWteESTTHGY_97PfQ8et6bTi1vjNaMfh0hpkI6cpGLO4h_oNUnntd585TSBd4XAkYzAOj97fT85HWeYv9v5veoRWJleD_PZ6fLOPVqlrhfCFfX20BHiYA0hQvtShX4g_7B_gkg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=The+Effectiveness+of+Physical+and+Virtual+Manipulatives+on+Learning+and+Motivation+in+Structural+Engineering&rft.jtitle=Journal+of+engineering+education+%28Washington%2C+D.C.%29&rft.au=Justo%2C+Enrique&rft.au=Delgado%2C+Antonio&rft.au=Llorente-Cejudo%2C+Carmen&rft.au=Aguilar%2C+Rocio&rft.date=2022-10-01&rft.pub=Wiley&rft.issn=1069-4730&rft.volume=111&rft.issue=4&rft.spage=813&rft_id=info:doi/10.1002%2Fjee.20482&rft.externalDocID=EJ1351636
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1069-4730&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1069-4730&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1069-4730&client=summon