Prevalence of Direct and Emergent Schema and Change after Play

This paper describes visitor interaction with an interactive tabletop game on the topic of evolutionary adaptations of social insects that we designed in collaboration with a large American museum. We observed visitors playing the game and talked to them about the experience. The game explores the e...

Full description

Saved in:
Bibliographic Details
Published inInformatics in education Vol. 18; no. 1; pp. 183 - 212
Main Authors MARTIN, Kit, HORN, Michael, Wilensky, Uri
Format Journal Article
LanguageEnglish
Published Vilnius Vilniaus Universiteto Leidykla 01.01.2019
Vilnius University Press
Institute of Mathematics and Informatics
Vilnius University
Subjects
Online AccessGet full text

Cover

Loading…
Abstract This paper describes visitor interaction with an interactive tabletop game on the topic of evolutionary adaptations of social insects that we designed in collaboration with a large American museum. We observed visitors playing the game and talked to them about the experience. The game explores the emergent phenomena of ant behavior. Research has shown that such emergent behavior is difficult for people to understand, and that there are different emergent schemas that work best for understanding these phenomena. We tested the visitors pre- and post-gameplay and counted the prevalence of visitors expressing direct and emergent schemas of complex processes. We then considered four hypotheses measuring changes between these schemas and found that two groups shifted their schemas. To better understand this change we provide a qualitative overview of the visitors' interactions. Our exhibit, called Ant Adaptation, takes the form of an agent-based modeling game that integrates complex system learning with gameplay. We video recorded 38 groups (114 participants) playing the game and conducted pre- and post-gameplay interviews. We coded the groups that contained children for this analysis: 9 groups (27 participants). Our results show that visitors held both emergent and direct schemas before and after play, and three people changed from direct schemas before play to emergent schemas after play. We then examine the process of how one of these groups shifted their schemas.
AbstractList This paper describes visitor interaction with an interactive tabletop game on the topic of evolutionary adaptations of social insects that we designed in collaboration with a large American museum. We observed visitors playing the game and talked to them about the experience. The game explores the emergent phenomena of ant behavior. Research has shown that such emergent behavior is difficult for people to understand, and that there are different emergent schemas that work best for understanding these phenomena. We tested the visitors pre- and post-gameplay and counted the prevalence of visitors expressing direct and emergent schemas of complex processes. We then considered four hypotheses measuring changes between these schemas and found that two groups shifted their schemas. To better understand this change we provide a qualitative overview of the visitors' interactions. Our exhibit, called "Ant Adaptation," takes the form of an agent-based modeling game that integrates complex system learning with gameplay. We video recorded 38 groups (114 participants) playing the game and conducted pre- and post-gameplay interviews. We coded the groups that contained children for this analysis: 9 groups (27 participants). Our results show that visitors held both emergent and direct schemas before and after play, and three people changed from direct schemas before play to emergent schemas after play. We then examine the process of how one of these groups shifted their schemas. [This article was published in "Informatics in Education" (EJ1212908).]
This paper describes visitor interaction with an interactive tabletop game on the topic of evolutionary adaptations of social insects that we designed in collaboration with a large American museum. We observed visitors playing the game and talked to them about the experience. The game explores the emergent phenomena of ant behavior. Research has shown that such emergent behavior is difficult for people to understand, and that there are different emergent schemas that work best for understanding these phenomena. We tested the visitors pre- and post-gameplay and counted the prevalence of visitors expressing direct and emergent schemas of complex processes. We then considered four hypotheses measuring changes between these schemas and found that two groups shifted their schemas. To better understand this change we provide a qualitative overview of the visitors' interactions. Our exhibit, called Ant Adaptation, takes the form of an agent-based modeling game that integrates complex system learning with gameplay. We video recorded 38 groups (114 participants) playing the game and conducted pre- and post-gameplay interviews. We coded the groups that contained children for this analysis: 9 groups (27 participants). Our results show that visitors held both emergent and direct schemas before and after play, and three people changed from direct schemas before play to emergent schemas after play. We then examine the process of how one of these groups shifted their schemas.
Author MARTIN, Kit
Wilensky, Uri
HORN, Michael
Author_xml – sequence: 1
  fullname: MARTIN, Kit
– sequence: 2
  fullname: HORN, Michael
– sequence: 3
  fullname: Wilensky, Uri
BackLink http://eric.ed.gov/ERICWebPortal/detail?accno=ED607054$$DView record in ERIC
BookMark eNp1UU1rFEEUbCSCm-jZi4cBz7Ppz-nuiyCbVQMBA-q5edP9etPL7HTs6Q3k3zvZiQqCpwf1qurVo87J2ZhHJOQto2umhDGXaYwYjmtOmV1T-4KsuBCqNVazM7JinTStMoK9IufTtKdUUq34iny4LfgAA44emxybq1TQ1wbG0GwPWHY41uabv8MDnLDNHYw7bCBWLM3tAI-vycsIw4RvnucF-fFp-33zpb35-vl68_Gm9ZKZ2grPAnaC6j5GTkFFyrWkTBuM1KKKvQWpQu-lZywYTRUK32nTdxQkRm_FBblefEOGvbsv6QDl0WVI7gTksnNQavIDuhDQaBYs54BS8giW9qpT2ktj-l6L2evd4oUl-T9e26uOzoflvH6_rO9L_nnEqbp9PpZx_s5xzpU2nTVmZqmF5UuepoLR-VShpjzWAmlwjLpTK25pxT214ujTI5f_6H4H-L_iOa5HzMPfMLqbO9XiF9TRma4
CitedBy_id crossref_primary_10_1007_s41979_023_00087_9
crossref_primary_10_1016_j_cois_2020_05_018
ContentType Journal Article
Copyright Copyright Institute of Mathematics and Informatics 2019
Copyright_xml – notice: Copyright Institute of Mathematics and Informatics 2019
DBID AE2
BIXPP
REL
AAYXX
CITATION
0-V
3V.
7SC
7XB
88B
8AL
8FD
8FE
8FG
8FK
8G5
ABUWG
AFKRA
AHOVV
ALSLI
ARAPS
AZQEC
BENPR
BGLVJ
BYOGL
CCPQU
CJNVE
CNYFK
DWQXO
GNUQQ
GUQSH
HCIFZ
JQ2
K7-
L7M
L~C
L~D
M0N
M0P
M1O
M2O
MBDVC
P5Z
P62
PADUT
PHGZM
PHGZT
PKEHL
PQEDU
PQEST
PQGLB
PQQKQ
PQUKI
PRINS
PRQQA
Q9U
ERI
GA5
DOA
DOI 10.15388/infedu.2019.09
DatabaseName Central and Eastern European Online Library (C.E.E.O.L.) (DFG Nationallizenzen)
CEEOL: Open Access
Central and Eastern European Online Library
CrossRef
ProQuest Social Sciences Premium Collection
ProQuest Central (Corporate)
Computer and Information Systems Abstracts
ProQuest Central (purchase pre-March 2016)
Education Database (Alumni Edition)
Computing Database (Alumni Edition)
Technology Research Database
ProQuest SciTech Collection
ProQuest Technology Collection
ProQuest Central (Alumni) (purchase pre-March 2016)
Research Library (Alumni Edition)
ProQuest Central (Alumni Edition)
ProQuest Central UK/Ireland
Education Research Index
Social Science Premium Collection
Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Central
Technology Collection
East Europe, Central Europe Database
ProQuest One Community College
Education Collection
Library & Information Science Collection
ProQuest Central Korea
ProQuest Central Student
Research Library Prep
SciTech Premium Collection
ProQuest Computer Science Collection
Computer Science Database
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
Computing Database
Education Database
Library Science Database
Research Library
Research Library (Corporate)
Advanced Technologies & Aerospace Database
ProQuest Advanced Technologies & Aerospace Collection
Research Library China
ProQuest Central Premium
ProQuest One Academic (New)
ProQuest One Academic Middle East (New)
ProQuest One Education
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest One Social Sciences
ProQuest Central Basic
ERIC
ERIC - Full Text Only (Discovery)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
ProQuest One Education
Research Library Prep
Computer Science Database
ProQuest Central Student
Technology Collection
Technology Research Database
Computer and Information Systems Abstracts – Academic
ProQuest One Academic Middle East (New)
ProQuest Advanced Technologies & Aerospace Collection
ProQuest Central Essentials
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
Research Library (Alumni Edition)
ProQuest Central China
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest Library Science
ProQuest Central Korea
Library & Information Science Collection
ProQuest Research Library
Research Library China
ProQuest Central (New)
Advanced Technologies Database with Aerospace
Advanced Technologies & Aerospace Collection
Social Science Premium Collection
ProQuest Computing
Education Collection
ProQuest One Social Sciences
ProQuest Central Basic
ProQuest Education Journals
ProQuest Computing (Alumni Edition)
ProQuest One Academic Eastern Edition
East Europe, Central Europe Database
ProQuest Technology Collection
ProQuest SciTech Collection
Computer and Information Systems Abstracts Professional
Advanced Technologies & Aerospace Database
ProQuest Social Sciences Premium Collection
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest Education Journals (Alumni Edition)
ProQuest One Academic (New)
ProQuest Central (Alumni)
ERIC
DatabaseTitleList ERIC

ProQuest One Education

Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: ERI
  name: ERIC
  url: https://eric.ed.gov/
  sourceTypes: Open Access Repository
– sequence: 3
  dbid: 8FG
  name: ProQuest Technology Collection
  url: https://search.proquest.com/technologycollection1
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Education
DocumentTitleAlternate Prevalence of Direct and Emergent Schema and Change after Play
EISSN 2335-8971
ERIC ED607054
EndPage 212
ExternalDocumentID oai_doaj_org_article_dde871d922ae442fa90b5657c488bb73
ED607054
10_15388_infedu_2019_09
761647
GroupedDBID -W8
.GO
0-V
3V.
8FE
8FG
8G5
8R4
8R5
AAHSB
AAKPC
ABOPQ
ABUWG
ADBBV
AE2
AFKRA
ALMA_UNASSIGNED_HOLDINGS
ALSLI
ARALO
ARAPS
AZQEC
BCNDV
BENPR
BGLVJ
BIXPP
BPHCQ
BYOGL
C1A
CCPQU
CJNVE
CNYFK
DWQXO
EDJ
EN8
EOJEC
GNUQQ
GROUPED_DOAJ
GUQSH
HCIFZ
K6V
K7-
KQ8
M0N
M0P
M1O
M2O
MK~
OBODZ
OK1
P2P
P62
PADUT
PQEDU
PQQKQ
PROAC
Q2X
RDL
REL
RNS
AAYXX
ADMLS
CITATION
PHGZM
PHGZT
7SC
7XB
8AL
8FD
8FK
AHOVV
JQ2
L7M
L~C
L~D
MBDVC
PKEHL
PQEST
PQGLB
PQUKI
PRINS
PRQQA
Q9U
ERI
GA5
PUEGO
ID FETCH-LOGICAL-c418t-3c1de6307bff20a5f02740178ef09e5fb9a45dbc4c11d8705e3c678b60a4efc93
IEDL.DBID ERI
ISSN 1648-5831
IngestDate Wed Aug 27 01:21:17 EDT 2025
Fri Aug 01 12:18:26 EDT 2025
Fri Jul 25 08:49:44 EDT 2025
Thu Apr 24 22:59:35 EDT 2025
Tue Jul 01 03:50:08 EDT 2025
Tue Oct 29 22:09:14 EDT 2024
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Keywords informal learning
ants
complex systems
emergent schema
innovative computing education
tools and technologies
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c418t-3c1de6307bff20a5f02740178ef09e5fb9a45dbc4c11d8705e3c678b60a4efc93
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-2122-8026
OpenAccessLink http://eric.ed.gov/ERICWebPortal/detail?accno=ED607054
PQID 2225786988
PQPubID 106037
PageCount 30
ParticipantIDs doaj_primary_oai_doaj_org_article_dde871d922ae442fa90b5657c488bb73
eric_primary_ED607054
crossref_primary_10_15388_infedu_2019_09
crossref_citationtrail_10_15388_infedu_2019_09
ceeol_journals_761647
proquest_journals_2225786988
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2019-01-01
PublicationDateYYYYMMDD 2019-01-01
PublicationDate_xml – month: 01
  year: 2019
  text: 2019-01-01
  day: 01
PublicationDecade 2010
PublicationPlace Vilnius
PublicationPlace_xml – name: Vilnius
PublicationTitle Informatics in education
PublicationTitleAlternate Informatics in Education An International Journal
PublicationYear 2019
Publisher Vilniaus Universiteto Leidykla
Vilnius University Press
Institute of Mathematics and Informatics
Vilnius University
Publisher_xml – name: Vilniaus Universiteto Leidykla
– name: Vilnius University Press
– name: Institute of Mathematics and Informatics
– name: Vilnius University
SSID ssj0040752
Score 2.123768
Snippet This paper describes visitor interaction with an interactive tabletop game on the topic of evolutionary adaptations of social insects that we designed in...
SourceID doaj
eric
proquest
crossref
ceeol
SourceType Open Website
Open Access Repository
Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 183
SubjectTerms Animal Behavior
ants
Classrooms
College Science
Complex systems
Computer & video games
Computer Games
Computer Uses in Education
Constructivism (Learning)
Developmental psychology
Education
Educational Change
Educational Facilities Improvement
Educational psychology
Educational Research
emergent schema
Entomology
Exhibits
Game Based Learning
Human behavior
Incidence
Influence of Technology
Informal Education
informal learning
innovative computing education
Insects
Instructional Improvement
Mathematics Education
Museums
Programming
Schemata (Cognition)
Science Education
Science Instruction
Time
tools and technologies
Video Games
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELZQJxbEo4jykgcGlrRx4jj2gsSjVYUEQoJK3SzbsaeqRVAG_j13dloeEmJhtZzE-XwPX3L3HSFnooRh71VWy2Azbl2RGVvxjMm6LAIT0lsscL67F-MJv51W0y-tvjAnLNEDJ-AGoH5wpm9UURjPeRGMyi3-qnMgedbWkecTfN4qmEo2GKKU2GsHYoFYV8RaUh_QbjnALKfmDbO6VD_mIYKfWMy--aVI3_8zA3plpKPnGW2TrfbISC_TUnfIhp_vYrflNjNjj1wgD5OJ1UN0EWiyYtTMGzpMxZVL-uiQnDWOpXoCGpuD04eZee-SyWj4dD3O2r4ImeNMLrPSscYLUE4bQpGbKmBoCZolfciVr4JVhleNddwx1oA-Vr504JOsyA33walyn3Tmi7k_IFTlQQXhXVFYizw7FqILxUwuQ_CsrJse6UZ0dCvZr7oWyEDWI_0VWtq1ZOLY02KmMahAmHWCWSPMOlc9cr6-4DnxaPw-9QrhX09DAuw4AGKhW7HQf4kFLBw3b32T4Y0A41bxHjle7ebnO2HMW0uhpDz8j2cfkU18lfSh5ph0li9v_gSOLkt7GqX0A5_I6Dk
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1JT8UgECYuFy_GNT63cPDgpVpaSuGicXnGmGiMS-KNAAUvL68uz4P_3hlKn9FEr5Q2dGC-YWDmG0L2RAnN3quslsFm3LoiM7biGZN1WQQmpLeY4Hx9Iy4f-dVT9ZQO3N5TWGWPiRGom9bhGfkh-iW1FErK45fXDKtG4e1qKqExS-YBgiU4X_Onw5vbux6LwVuJNXfAJ4j5RSyR-4CWy0OMdmo-MLpLHcR4RLAX7eiHfYo0_r8joXuwjhboYokspq0jPenmepnM-PEKVl1OERqr5Aj5mEzMIqJtoB2aUTNu6LBLspzQe4ckrbGtyyugsUg4vR2ZzzXyeDF8OLvMUn2EzHEmJ1npWOMFKKkNochNFdDFBA2TPuTKV8Eqw6vGOu4Ya0AvK186sE1W5Ib74FS5TubG7dhvEKryoILwriisRb4dC16GYiaXIXhW1s2ArEXp6LTC33UtkIlsQA56aWmXSMWxtsVIo3OBYtadmDWKWedqQPanL7x0fBp_dz1F8U-7IRF2bGjfnnXSKw3oDC5fo4rCeM6LYFRu8SbXATBZW5cwcJy86UeG5wJAruIDst3P5vc_fa-xzf8fb5EFHGR3FLNN5iZvH34HNicTu5tW4Bd9qOEQ
  priority: 102
  providerName: ProQuest
Title Prevalence of Direct and Emergent Schema and Change after Play
URI https://www.ceeol.com//search/article-detail?id=761647
https://www.proquest.com/docview/2225786988
http://eric.ed.gov/ERICWebPortal/detail?accno=ED607054
https://doaj.org/article/dde871d922ae442fa90b5657c488bb73
Volume 18
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV07T8MwED4VWFgQiCLKo_LAwJISJ45jL0g8WhASUPGQ2CzbsVmqFpUy8O_xOUkRSEgsGSw7cu58Z3_O3XcARzwPzc7JpBTeJMzYLNGmYAkVZZ55yoUzmOB8e8evn9nNS_HSgbaK438jKi95WKoFW8EMRlmDnoa3JxiwOMFApuoDA7fkIJWYdt4MQCJO52aTH7tQJOv_He_cuuS4z4w2YaM5IJKzWqNb0HHTbThFpiUd84PIzJPaTxE9rciwTp9ckEeL9Kuxrc4YILH8NxlP9GcXnkfDp4vrpKl8kFhGxSLJLa0cD-ZnvM9SXXgEj8F2hPOpdIU3UrOiMpZZSqtgcYXLbdh1DE81c97KfAdWp7Op2wUiUy89dzbLjEEmHRPwg6Q6Fd47mpdVD7pRIqpZu--q5Mgx1oNBKyFlG7pwrFoxUQgbUMqqlrJCKatU9uB4OeCtZsr4u-s5inzZDSmuY8Ns_qoai1HB7wYwV8ks046xzGuZGvxHa4PLMabMw8RRYcuXtCruwUGrwe9vQlRbCi6F2Ptj2D6s4-zq25UDWF3MP9xhOG8sTB9WxOiqD2vnw7vxQz-i9n5ccuF5S--_AK0_1oU
linkProvider ERIC Clearinghouse on Information & Technology
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwzV1Nb9QwEB1V2wNcoEARCwV8AIlLtonjfPgAEqVbtnRbkGilcnJtx-bAaoParKryV_pX-uOYcZKtqAS3SlydDzn28xuPM_MG4FWeYrNzMipKbyJhLI-0yUSUlEXKfZKXzlCC8_5BPjkSn46z4xW47HNhKKyy58RA1FVt6Yx8k_ySosxlWXYRlHvu4hz9s7O3u9s4ma853xkffphEXQmByIqkbKLUJpXLEcfGex7rzJMXRhXpnY-ly7yRWmSVscImSYXQzVxqkb5NHmvhvCWlJeT3VfQqeDaA1a1vnz9Oe6JHVygU9EGHIyQvJZ1yEFJIuUmhVNWCQsfkKAQ7ojGqZ38Yv1Aj4GaYdW8JgnnbuQ9X_cC0US0_RovGjOyvG5qR_-nIrcG9blvN3rfr4AGsuPlDqkjdRa88gnekVaVDhhWrPWuZnul5xcZtAmrDvloSsA1tbc4FCwXU2ZeZvliHo1vp_mMYzOu5ewJMxl763FnOjSEtIoMemEx0XHrvkrSohrAeJld1q_9MFTmptA1h1E-2sp3gOtX9mClyvAglqkWJIpSoWA7hzfKBn63WyN9v3SL0LG8jkfDQUJ9-Vx3nKLRcCNxKcq6dENxrGRv6y22RtI0pUuw4YW_5kvF2jgYgE0PY6IF0_U3XKHr678sv4c7kcH-qprsHe8_gLnW4PbLagEFzunDPcRPXmBfdYmJwctso_A3d4FK-
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=Prevalence+of+Direct+and+Emergent+Schema+and+Change+after+Play&rft.jtitle=Informatics+in+education&rft.au=MARTIN%2C+Kit&rft.au=HORN%2C+Michael&rft.au=Wilensky%2C+Uri&rft.date=2019-01-01&rft.pub=Vilniaus+Universiteto+Leidykla&rft.issn=1648-5831&rft.volume=18&rft.issue=1&rft.spage=183&rft.epage=212&rft_id=info:doi/10.15388%2Finfedu.2019.09&rft.externalDocID=761647
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1648-5831&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1648-5831&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1648-5831&client=summon