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The Cambridge Handbook of the Learning Sciences 2022 3rd Edition R. Keith Sawyer

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TheCambridgeHandbookoftheLearningSciences

ThirdEdition

Theinterdisciplinary fieldofthelearningsciencesencompasses educationalpsychology,cognitivescience,computerscience,and anthropology,amongotherdisciplines. TheCambridgeHandbookof theLearningSciences, firstpublishedin2006,isthedefinitiveintroductiontothisinnovativeapproachtoteaching,learning,andeducational technology.Inthissignificantlyrevisedthirdedition,leadingscholars incorporatethelatestresearchtoprovideseminaloverviewsofthe field. Thisresearchisessentialindevelopingeffectiveinnovationsthat enhancestudentlearning – includinghowtowritetextbooks,design educationalsoftware,prepareeffectiveteachers,andorganizeclassrooms.Thechaptersillustratetheimportanceofcreatingproductive learningenvironmentsbothinsideandoutsideschool,includingafterschoolclubs,libraries,andmuseums.The Handbook hasproventobe anessentialresourceforgraduatestudents,researchers,consultants, softwaredesigners,andpolicymakersonaglobalscale.

r.keithsawyer ,theMorganDistinguishedProfessoratthe UniversityofNorthCarolinaatChapelHill,studiescreativity,innovation,andlearning,withafocusoncollaboratinggroupsandteams. Heistheauthororeditorofseventeenbooks,including Reflectionson theLearningSciences (2016)and TheCreativeClassroom:Innovative Teachingfor21st-CenturyLearners (2019).

TheCambridgeHandbookofthe LearningSciences

ThirdEdition

UniversityPrintingHouse,CambridgeCB28BS,UnitedKingdom OneLibertyPlaza,20thFloor,NewYork,NY10006,USA 477WilliamstownRoad,PortMelbourne,VIC3207,Australia

314–321,3rdFloor,Plot3,SplendorForum,JasolaDistrictCentre, NewDelhi – 110025,India

103PenangRoad,#05-06/07,VisioncrestCommercial,Singapore238467 CambridgeUniversityPressispartoftheUniversityofCambridge. ItfurtherstheUniversity’smissionbydisseminatingknowledgeinthepursuitof education,learning,andresearchatthehighestinternationallevelsofexcellence.

www.cambridge.org

Informationonthistitle: www.cambridge.org/9781108840989

DOI: 10.1017/9781108888295

©CambridgeUniversityPress2006,2014,2022

Thispublicationisincopyright.Subjecttostatutoryexception andtotheprovisionsofrelevantcollectivelicensingagreements, noreproductionofanypartmaytakeplacewithoutthewritten permissionofCambridgeUniversityPress.

Firsteditionpublished2006

Firstpaperbackedition2006

Secondedition2014

8thprinting2019

Thirdedition2022

PrintedintheUnitedKingdombyTJBooksLimited,PadstowCornwall AcataloguerecordforthispublicationisavailablefromtheBritishLibrary LibraryofCongressCataloging-in-PublicationData

Names:Sawyer,R.Keith(RobertKeith),editor.

Title:TheCambridgehandbookofthelearningsciences/editedbyR.KeithSawyer, UniversityofNorthCarolinaatChapelHill.

Othertitles:Handbookofthelearningsciences

Description:ThirdEdition.|NewYork:CambridgeUniversityPress,2022.| Series:CambridgeHandbooksinPsychology|Firstedition:2006. Secondedition:2014.|Includesbibliographicalreferencesandindex. Identifiers:LCCN2021051114(print)|LCCN2021051115(ebook)|ISBN9781108840989 (Hardback)|ISBN9781108744669(Paperback)|ISBN9781108888295(ePub)

Subjects:LCSH:Learning,Psychologyof.|Cognitivelearning.|Learning–Socialaspects.| BISAC:PSYCHOLOGY/General

Classification:LCCLB1060.C352022(print)|LCCLB1060(ebook)|DDC370.15/ 23–dc23/eng/20211222

LCrecordavailableat https://lccn.loc.gov/2021051114

LCebookrecordavailableat https://lccn.loc.gov/2021051115

ISBN978-1-108-84098-9Hardback ISBN978-1-108-74466-9Paperback

CambridgeUniversityPresshasnoresponsibilityforthepersistenceoraccuracy ofURLsforexternalorthird-partyinternetwebsitesreferredtointhispublication anddoesnotguaranteethatanycontentonsuchwebsitesis,orwillremain, accurateorappropriate.

TheCambridgeHandbookoftheLearningSciences

ThirdEdition

Theinterdisciplinary fieldofthelearningsciencesencompasses educationalpsychology,cognitivescience,computerscience,and anthropology,amongotherdisciplines. TheCambridgeHandbookof theLearningSciences, firstpublishedin2006,isthedefinitiveintroductiontothisinnovativeapproachtoteaching,learning,andeducational technology.Inthissignificantlyrevisedthirdedition,leadingscholars incorporatethelatestresearchtoprovideseminaloverviewsofthe field. Thisresearchisessentialindevelopingeffectiveinnovationsthat enhancestudentlearning – includinghowtowritetextbooks,design educationalsoftware,prepareeffectiveteachers,andorganizeclassrooms.Thechaptersillustratetheimportanceofcreatingproductive learningenvironmentsbothinsideandoutsideschool,includingafterschoolclubs,libraries,andmuseums.The Handbook hasproventobe anessentialresourceforgraduatestudents,researchers,consultants, softwaredesigners,andpolicymakersonaglobalscale.

r.keithsawyer ,theMorganDistinguishedProfessoratthe UniversityofNorthCarolinaatChapelHill,studiescreativity,innovation,andlearning,withafocusoncollaboratinggroupsandteams. Heistheauthororeditorofseventeenbooks,including Reflectionson theLearningSciences (2016)and TheCreativeClassroom:Innovative Teachingfor21st-CenturyLearners (2019).

TheCambridgeHandbookofthe LearningSciences

ThirdEdition

UniversityPrintingHouse,CambridgeCB28BS,UnitedKingdom OneLibertyPlaza,20thFloor,NewYork,NY10006,USA 477WilliamstownRoad,PortMelbourne,VIC3207,Australia

314–321,3rdFloor,Plot3,SplendorForum,JasolaDistrictCentre, NewDelhi – 110025,India

103PenangRoad,#05-06/07,VisioncrestCommercial,Singapore238467 CambridgeUniversityPressispartoftheUniversityofCambridge. ItfurtherstheUniversity’smissionbydisseminatingknowledgeinthepursuitof education,learning,andresearchatthehighestinternationallevelsofexcellence.

www.cambridge.org

Informationonthistitle: www.cambridge.org/9781108840989

DOI: 10.1017/9781108888295

©CambridgeUniversityPress2006,2014,2022

Thispublicationisincopyright.Subjecttostatutoryexception andtotheprovisionsofrelevantcollectivelicensingagreements, noreproductionofanypartmaytakeplacewithoutthewritten permissionofCambridgeUniversityPress.

Firsteditionpublished2006

Firstpaperbackedition2006

Secondedition2014

8thprinting2019

Thirdedition2022

PrintedintheUnitedKingdombyTJBooksLimited,PadstowCornwall AcataloguerecordforthispublicationisavailablefromtheBritishLibrary LibraryofCongressCataloging-in-PublicationData

Names:Sawyer,R.Keith(RobertKeith),editor.

Title:TheCambridgehandbookofthelearningsciences/editedbyR.KeithSawyer, UniversityofNorthCarolinaatChapelHill.

Othertitles:Handbookofthelearningsciences

Description:ThirdEdition.|NewYork:CambridgeUniversityPress,2022.| Series:CambridgeHandbooksinPsychology|Firstedition:2006. Secondedition:2014.|Includesbibliographicalreferencesandindex. Identifiers:LCCN2021051114(print)|LCCN2021051115(ebook)|ISBN9781108840989 (Hardback)|ISBN9781108744669(Paperback)|ISBN9781108888295(ePub)

Subjects:LCSH:Learning,Psychologyof.|Cognitivelearning.|Learning–Socialaspects.| BISAC:PSYCHOLOGY/General

Classification:LCCLB1060.C352022(print)|LCCLB1060(ebook)|DDC370.15/ 23–dc23/eng/20211222

LCrecordavailableat https://lccn.loc.gov/2021051114

LCebookrecordavailableat https://lccn.loc.gov/2021051115

ISBN978-1-108-84098-9Hardback ISBN978-1-108-74466-9Paperback

CambridgeUniversityPresshasnoresponsibilityforthepersistenceoraccuracy ofURLsforexternalorthird-partyinternetwebsitesreferredtointhispublication anddoesnotguaranteethatanycontentonsuchwebsitesis,orwillremain, accurateorappropriate.

TheCambridgeHandbookoftheLearningSciences

ThirdEdition

Theinterdisciplinary fieldofthelearningsciencesencompasses educationalpsychology,cognitivescience,computerscience,and anthropology,amongotherdisciplines. TheCambridgeHandbookof theLearningSciences, firstpublishedin2006,isthedefinitiveintroductiontothisinnovativeapproachtoteaching,learning,andeducational technology.Inthissignificantlyrevisedthirdedition,leadingscholars incorporatethelatestresearchtoprovideseminaloverviewsofthe field. Thisresearchisessentialindevelopingeffectiveinnovationsthat enhancestudentlearning – includinghowtowritetextbooks,design educationalsoftware,prepareeffectiveteachers,andorganizeclassrooms.Thechaptersillustratetheimportanceofcreatingproductive learningenvironmentsbothinsideandoutsideschool,includingafterschoolclubs,libraries,andmuseums.The Handbook hasproventobe anessentialresourceforgraduatestudents,researchers,consultants, softwaredesigners,andpolicymakersonaglobalscale.

r.keithsawyer ,theMorganDistinguishedProfessoratthe UniversityofNorthCarolinaatChapelHill,studiescreativity,innovation,andlearning,withafocusoncollaboratinggroupsandteams. Heistheauthororeditorofseventeenbooks,including Reflectionson theLearningSciences (2016)and TheCreativeClassroom:Innovative Teachingfor21st-CenturyLearners (2019).

TheCambridgeHandbookofthe LearningSciences

ThirdEdition

UniversityPrintingHouse,CambridgeCB28BS,UnitedKingdom OneLibertyPlaza,20thFloor,NewYork,NY10006,USA 477WilliamstownRoad,PortMelbourne,VIC3207,Australia

314–321,3rdFloor,Plot3,SplendorForum,JasolaDistrictCentre, NewDelhi – 110025,India

103PenangRoad,#05-06/07,VisioncrestCommercial,Singapore238467 CambridgeUniversityPressispartoftheUniversityofCambridge. ItfurtherstheUniversity’smissionbydisseminatingknowledgeinthepursuitof education,learning,andresearchatthehighestinternationallevelsofexcellence.

www.cambridge.org

Informationonthistitle: www.cambridge.org/9781108840989

DOI: 10.1017/9781108888295

©CambridgeUniversityPress2006,2014,2022

Thispublicationisincopyright.Subjecttostatutoryexception andtotheprovisionsofrelevantcollectivelicensingagreements, noreproductionofanypartmaytakeplacewithoutthewritten permissionofCambridgeUniversityPress.

Firsteditionpublished2006

Firstpaperbackedition2006

Secondedition2014

8thprinting2019

Thirdedition2022

PrintedintheUnitedKingdombyTJBooksLimited,PadstowCornwall AcataloguerecordforthispublicationisavailablefromtheBritishLibrary LibraryofCongressCataloging-in-PublicationData

Names:Sawyer,R.Keith(RobertKeith),editor.

Title:TheCambridgehandbookofthelearningsciences/editedbyR.KeithSawyer, UniversityofNorthCarolinaatChapelHill.

Othertitles:Handbookofthelearningsciences

Description:ThirdEdition.|NewYork:CambridgeUniversityPress,2022.| Series:CambridgeHandbooksinPsychology|Firstedition:2006. Secondedition:2014.|Includesbibliographicalreferencesandindex. Identifiers:LCCN2021051114(print)|LCCN2021051115(ebook)|ISBN9781108840989 (Hardback)|ISBN9781108744669(Paperback)|ISBN9781108888295(ePub)

Subjects:LCSH:Learning,Psychologyof.|Cognitivelearning.|Learning–Socialaspects.| BISAC:PSYCHOLOGY/General

Classification:LCCLB1060.C352022(print)|LCCLB1060(ebook)|DDC370.15/ 23–dc23/eng/20211222

LCrecordavailableat https://lccn.loc.gov/2021051114

LCebookrecordavailableat https://lccn.loc.gov/2021051115

ISBN978-1-108-84098-9Hardback ISBN978-1-108-74466-9Paperback

CambridgeUniversityPresshasnoresponsibilityforthepersistenceoraccuracy ofURLsforexternalorthird-partyinternetwebsitesreferredtointhispublication anddoesnotguaranteethatanycontentonsuchwebsitesis,orwillremain, accurateorappropriate.

ListofFigures page viii

ListofTables x

ListofContributors xi

Preface xv r.keithsawyer

1AnIntroductiontotheLearningSciences r.keithsawyer 1

PartIFoundations

2FoundationsoftheLearningSciences mitchellj.nathanandr.keithsawyer 27

3Scaffolding iristabakandbrianj.reiser

4Project-BasedLearning josephs.krajcikandnamsooshin 72

5MetacognitionandSelf-RegulatedLearning philiph.winneandrogerazevedo 93

6AHistoryofConceptualChangeResearch: ThreadsandFaultLines andreaa.disessa 114

7LearninginActivity yrjo engestro m 134

8CognitiveApprenticeship allancollinsandmanukapur 156

PartIIMethodologies

9Design-BasedResearch:AMethodologicalToolkitfor EngineeringChange sashabarab 177

10AnalyzingCollaboration noelenyedyandreedstevens

12ALearningSciencesPerspectiveontheDesignandUse ofAssessmentinEducation jamesw.pellegrino

13LearningAnalyticsandEducationalDataMining ryans.bakerandgeorgesiemens

PartIIIGroundingTechnologyintheLearningSciences

15EmbodimentandEmbodiedDesign dorabrahamsonandrobblindgren

16TangibleandFull-BodyInterfacesinLearning narcisparesandmichaeleisenberg

17AugmentedRealityintheLearningSciences bertrandschneiderandiulianradu

PartIVLearningTogether

19KnowledgeBuildingandKnowledgeCreation marlenescardamaliaandcarlbereiter

20Computer-SupportedCollaborativeLearning gerrystahl,timothykoschmann,anddanielsuthers

22InformalLearninginMuseums palmyrepierroux,karenknutson,andkevincrowley

PartVLearningDisciplinaryKnowledge

23ResearchinMathematicsEducation:WhatCanItTeach UsaboutHumanLearning? annasfardandpaulcobb

24ScienceEducationandtheLearningSciences: ACoevolutionaryConnection

nancybutlersongerandyaelkali 486

25ComplexSystemsandtheLearningSciences:Educational, Theoretical,andMethodologicalImplications

michaelj.jacobsonanduriwilensky 504

26LearningHistory

mariocarreteroandeverardoperez-manjarrez 523

27LearningtoBeLiterate

petersmagorinskyandricharde.mayer 543

28ArtsEducationandtheLearningSciences ericarosenfeldhalversonandkimberlym.sheridan 560

PartVIMovingLearningSciencesResearchintotheClassroom

29LearningasaCulturalProcess:AchievingEquity throughDiversity

na’ilahsuadnasir,anns.rosebery,bethwarren, andcarold.lee 581

30DesigningforMeaningfulLearning:Interest,Motivation, andEngagement

k.annrenningerandsannaja rvela 602

31AdvancesinTeacherLearningResearchinthe LearningSciences

barryj.fishman,carolk.k.chan, andelizabetha.davis 619

32LearningSciencesandPolicy:ADecadeofMutual Engagement

williamr.penuel,jamesp.spillane,andminsun 638

33TheLearningSciencesinthe2020s:Implicationsfor SchoolsandBeyond r.keithsawyer 658

2.1Log10 timescaleofhumanlearning page 28

2.2Researchmethodsextendacrossthetimescalesofhuman learning 44

4.1Twodifferentvisualrepresentationsofthesameunderlying epidemicmodel 84

6.1Theexpertexplanationofatoss

6.2Anoviceexplanationofatossthatinvolvestwoforces 116

7.1Generalmodelofanactivitysystem

7.2Twointerconnectedactivitysystemswithapartially sharedobject

7.3Twodimensionsofexpansivityoflearninginactivity

7.4ThreeaspectsofthelearningobjectaccordingtoMartonetal. 140

7.5Extendedviewofthelearningobject

7.6Individuallearningphenomenaexplainedbyactivity system-levelproperties

7.7Explainingchangesinactivitysystemsintermsofthe individualparticipantsofthesystem 144

7.8Activitysystem-levelphenomenaexplainedbyhypotheses ofactivitysystemproperties 145

7.9GeneralityashighPDratioandhighstabilization

9.1Generalcharacterizationofdesign-basedresearch

9.2Theoryofimpactarticulation

10.1Astandardplay-scriptofstudents’ useofevidenceand counterevidencelinkedtostatisticslearningthaterasesmany interactionaldetails 204

10.2Atranscriptexcerptusingmodi fiedJeffersonianconventions showingtiming,overlap,andlatchinginaninteraction 206

10.3Transcriptionconventionstodisplaythecoordinationof representationalaction(inthiscaseagesture)withaturn oftalk

12.1Theassessmenttriangle

12.2Simplifiedrepresentationofthreecriticalcomponentsofthe evidence-centereddesignprocessandtheirreciprocal relationships

12.3AdaptationofCenterforAssessmentandEvaluationofStudent Learningrepresentationofacoordinated,multilevel assessmentsystem 253

15.1TheMIT-Psetata1:2ratio 311

15.2SchematicrepresentationoftheMIT-Pdisplayconfiguration sequenceusedintheactivity 312

15.3Astudentusingahandgesturetorepresenttheangleatwhich lightraysarehittingtheEarthintheGRASPseasonssimulation 313

15.4AscreenshotoftheGRASPseasonssimulation 314

17.1Thereality-virtualitycontinuum,withexamplesofAR technologies 342

17.2TheHoloSpeakersystemasseenthroughanARheadset 347

17.3TheTinkerTableproject 351

17.4TheEcoMOBILElearningenvironmentprovidesAR informationinapondecosystem,wherestudentscanaccess virtualinformationfromtheirphone 355

18.1IllustrationbyAlanKayofchildrenlearningoutdoorson wirelesslyconnectedtabletcomputersthroughshared simulationgames 363

18.2Userandsettingsscreensforthehandheldversionofthe VirusGame 367

18.3Representationofthepersonalinquiryprocessontheclassroom wall(a)andonthenQuirescreen(b) 370

19.1Eightstudent-generatedviews 393

19.2Anoteusingtheory-buildingepistemicmarkers 394

19.3Thebackgroundscreenshotwascreatedbyuniversitystudents; theforegroundedscreenshotwascreatedbyGrade2students 395

19.4Theforegroundedgraphsandthesurroundingnoteswere generatedbyGrade6students 396

19.5Communityknowledgeviewedfromeightdifferentperspectives 397

24.1Selectfeaturesofscienceinvestigationandengineeringdesign andhowtheydifferfromscienceactivitiesintraditional scienceclassrooms 496

26.1ChristopherColumbusreceivespresentsfromtheCacique QuacanagarionHispaniola(whatisnowmodernHaiti). TheodoredeBry(1528–1598).Engraving 530

1.1Deeplearningversustraditionalclassroompractices page 5

2.1Learningsciencesactivitiesthatexemplifythefourquadrants 29

4.1Developinglearninggoalsexpressedasperformancesbyintegrating thescienceandengineeringpractices,disciplinarycoreideas,and crosscuttingconcepts 79

8.1Principlesfordesigningcognitiveapprenticeshipenvironments 159

9.1Quadrantmodelofscienti ficresearch 178

9.2ContrastingDBRwithlaboratoryexperimentationintermsof elementsthatilluminatekeydifferences 182

10.1Fourmethodologicalapproachesforthestudyofcollaborative learningthatdifferalongfourdimensions 197

10.2AselectionofJeffersoniantranscriptionconventions(1984) 206

17.1HowvariousARfeaturescanbenefitlearning,socialinteractions, andstudents ’ affects 346

18.1TencharacteristicsofMSL 365

24.1ContrastingversionsofUSnationalsciencestandards (1996and2013) 492

24.2NextGenerationScienceStandardsPerformanceExpectation formiddleschoolstudents,grades6–8intheUnitedStates 493

25.1Componentsofthecomplexsystemsconceptualframeworkfor learningwithexamples 514

26.1Developmentoftheunderstandingoffourhistoricalconcepts 526

27.1Threecontentareasinthecognitivescienceofliteracylearning 545

27.2Basiccognitiveprocessesinreading fluency 545

27.3Fourcognitiveprocessesinreadingcomprehension 547

27.4Threecognitiveprocessesinwriting 548

Contributors

dorabrahamson,UniversityofCalifornia–Berkeley

jerryandriessen,Wise&MunroLearningResearch

rogerazevedo,UniversityofCentralFlorida

michaelbaker,NationalCenterforScientificResearch

ryans.baker,TeachersCollege,ColumbiaUniversity

sashabarab,ArizonaStateUniversity

carlbereiter,UniversityofToronto

mariocarretero,AutonomaUniversityofMadrid

carolk.k.chan,UniversityofHongKong

clarka.chinn,RutgersUniversity

paulcobb,VanderbiltUniversity

allancollins,NorthwesternUniversity

kevincrowley,UniversityofPittsburgh

elizabetha.davis,UniversityofMichigan

andreaa.disessa,UniversityofCalifornia–Berkeley

michaeleisenberg,UniversityofColorado–Boulder

yrjo engestrom,UniversityofHelsinki

noelenyedy,VanderbiltUniversity

barryj.fishman,UniversityofMichigan

ericarosenfeldhalverson,UniversityofWisconsin

michaelj.jacobson,UniversityofSydney

sannajarvela,UniversityofOulu

yaelkali,UniversityofHaifa

manukapur,NationalInstituteofEducation,NanyangTechnological University

karenknutson,UniversityofPittsburgh

timothykoschmann,SouthernIllinoisUniversitySchoolofMedicine

josephs.krajcik,MichiganStateUniversity

carold.lee,NorthwesternUniversity

robblindgren,UniversityofIllinoisatUrbana-Champaign

richarde.mayer,UniversityofCalifornia–SantaBarbara

na’ilahsuadnasir,UniversityofCalifornia–Berkeley

mitchellj.nathan,UniversityofWisconsin

narcispares,PompeuFabraUniversity

roypea,StanfordUniversity

jamesw.pellegrino,LearningSciencesResearchInstitute,Universityof IllinoisatChicago

williamr.penuel,UniversityofColorado–Boulder

everardoperez-manjarrez,HarvardUniversity

palmyrepierroux,UniversityofOslo

iulianradu,HarvardUniversity

brianj.reiser,NorthwesternUniversity

k.annrenninger,SwarthmoreCollege

anns.rosebery,TERC

r.keithsawyer,UniversityofNorthCarolinaatChapelHill

marlenescardamalia,UniversityofToronto

bertrandschneider,HarvardUniversity

annasfard,UniversityofHaifa

mikesharples,TheOpenUniversity

kimberlym.sheridan,GeorgeMasonUniversity

brucel.sherin,NorthwesternUniversity

namsooshin,MichiganStateUniversity

georgesiemens,AthabascaUniversity

petersmagorinsky,UniversityofGeorgia

nancybutlersonger,UniversityofUtah

jamesp.spillane,NorthwesternUniversity

kurtsquire,UniversityofCalifornia–Irvine

gerrystahl,DrexelUniversity

constancesteinkuehler,UniversityofCalifornia–Irvine

reedstevens,NorthwesternUniversity

minsun,UniversityofWashington

danielsuthers,UniversityofHawai’iatManoa

iristabak,Ben-GurionUniversityoftheNegev

bethwarren,TERC

uriwilensky,NorthwesternUniversity

philiph.winne,SimonFraserUniversity

Preface

Firstpublishedin2006, TheCambridgeHandbookoftheLearningSciences (CHLS)isthedefinitiveoverviewofthisinfluentialinterdisciplinary field.The chapterauthorsareleadingresearchersinthe fieldwithestablishedresearch programsandinfluentialscholarlypublications.Eachchapterreviewsresearch onacentralthemethathasin fluencedtoday’slearningscientists.Whenread together,thesechapterswillprovideyouwithabroadrangeofresearch knowledgeabouthowpeoplelearn.

Thelearningsciences(LS)emergedinthe1990s,andthe2006handbookwas the firstcomprehensiveoverviewoftheresearchdoneuptothatpoint. CHLS foundabroadaudienceandwaswidelyadoptedasatextinuniversityLS programs.The2014secondeditionintroducedmanynewcutting-edgetopics.It representedtheincreasinginternationalscopeofthe fieldsince2006,with authorsfrom fifteencountriesandfourcontinents.Itstranslationsinto JapaneseandChinesehaveintroducedthousandsofinternationalscholarsto the field.Thisthirdedition, CHLS3E,incorporatessignificantnewresearch sincethe2014secondedition.LSisagrowing fieldwithsubstantialgrant fundingfromnationalgovernmentsandnew findingspublishedinpeerreviewedjournalseveryyear.Allofthesechaptershavebeensubstantially updatedtoincorporatetheseadvancesinthe field.

Thechaptersin CHLS3E eachdescribeexcitingnewclassroomenvironmentsbasedonthelatestscienceabouthowpeoplelearn.Theseclassroom environmentscombinenewcurricularmaterials,newcollaborativeactivities, supportforteachers,andinnovativeeducationalsoftware,oftenusingthe uniqueadvantagesoftheInternettoextendlearningbeyondthewallsofthe school.LSissupportingdeeplinksbetweenformalschoolingandthemany otherlearningenvironmentsavailabletostudents – libraries,sciencecenters andhistorymuseums,after-schoolclubs,onlineactivitiesthatcanbeaccessed fromhome,andevencollaborationsbetweenstudentsandworking professionals.

LSemergedfromawidevarietyofscienti ficdisciplinesthateachstudied learning(see Chapter1 forasummaryofthishistory).LShasbroughttogether aspectsofeachofthesedisciplinestodevelopitsownfairlystableintellectual structureofconcepts,theoreticalframeworks,andmethodologies.Thishandbookisdesignedtorepresentthisintellectualstructure.Eachchapterfocuseson acorethemethathasbeeninfluentialinabroadrangeofresearchprograms

andacrossuniversitiesandcountries.Becauseofthisthematicapproach,each chapterwillbeofinteresttoallresearchers,notonlythosethatspecializeina particulararea.Eachchapterconnectstofundamentalaspectsoflearningthat arefoundinallschoolsubjectsandalllearningenvironments.

EditorialGoals

Eachchapterprovidesabig-pictureoverviewofamajorresearch strandinthe fi eld.Thechaptersfocusonthemostimportanttheoretical contributionsandempirical fi ndings.Foranyoneofthesechaptersanentire bookcouldbewrittentocapturetherichnessandbreadthofitsresearchtopic. Infact,forsomeofthesechaptertopics,thereissomuchresearchthatthereis alreadyahandbook fi lledwithchaptersthatfocuso njustthatonetopic.After all,therearethousandsoflearningscientists,andonlythirty-threechaptersto summarizethislargeandgrowing fi eld.Forreaderswhowishtodivemore deeply,eachchapterprovidesalistofreferencestothemostin fl uential publicationsonthattopic.

Thesechaptersdescribethelatestcutting-edgeresearchonlearning.Butthis handbookisnotonlyaboutlastyear’sresearch;suchachapterwouldbecome outofdatefairlyquickly.Thatiswhyeachchapterfocusesonaconceptor themethathasbeenactivelystudiedforadecadeormoreandthatweexpect willcontinuetobestudiedforyearstocome.

Theprimaryaudienceforthisbookisnewcomerstothe field.Aswiththe first andsecondeditions,manyreaderswillbegraduatestudentsinamaster’ sor doctoralprogram.Whenthisthirdeditionwenttopressin2021,therewere sixtydegreeprogramsfromthirty-nineuniversitiesrepresentingcountriesin NorthAmerica,SouthAmerica,Europe,Asia,andAustralia(www.isls.org/ communities/naples).Becausethechaptersarewrittenfornewcomers,wehave triedtoavoidusingspecializedtermswithoutdefiningthem first.Wetrynotto talkabouttheoriesorconceptsinwaysthatassumethereaderknowsabout themalready.

Asecondaryreadershipisscholarsinrelated fieldswhoseownresearchwould benefitfromabroadknowledgeoflearningsciencesresearch.Thisincludes cognitivepsychology,instructionaltechnology,educationalpsychology,sociology,policy,criticaltheory,artificialintelligence,andothers.

InternationalScope

LSresearchhasbecomeincreasinglyinternationalsincethe2006 first edition.Justtwoyearsafterwards,in2008,theannualLSconferencewas first heldoutsideoftheUnitedStates(inUtrecht,TheNetherlands).Thisinternationalscopewasreflectedinthe2014secondeditionofthishandbook;ithad authorsfrom fifteencountriesonfourcontinents.The2018 International

HandbookoftheLearningSciences (Fischer,Hmelo-Silver,Goldman,& Reimann, 2018)providedasimilarrepresentationoftheinternationalscope ofthe field,withchaptersfromseventeencountriesandfourcontinents.The internationalnatureofthe fieldislikewiserepresentedinthisthirdedition.

TheannualLSconferencesareheldinmanydifferentcountries,allwith activelearningsciencesresearchprograms.Eachyear,adifferentcountryis chosentobethehost,withlocationsrotatingamongNorthAmerica,Europe, andAsiaorAustralia.In2016–2017,articlesweresubmittedto TheJournalof theLearningSciences fromthirty-eightcountries(Radinsky&Tabak, 2017).

TheHistoryoftheHandbook:FirstandSecondEditions

In2004 – onlytwoyearsaftertheInternationalSocietyoftheLearning Sciences(ISLS)wasfoundedin2002 – CambridgeUniversityPressmadean earlycommitmenttoLSbyissuingabookcontractforthe firsteditionofthis handbook.Thechaptertopicsandtheauthorswerecollaborativelyselectedby meandaneditorialboardcomposedoffourseniorleadersinthe field:Allan Collins,JereConfrey,JanetKolodner,andMarleneScardamalia.The first editionwaspublishedin2006.

By2012,the fieldhadadvancedrapidlyanditbecameclearthatasecond editionwasnecessary.Thesecondeditionchaptertopicsandtheirauthorswere selectedbyadistributed,collectiveprocessthatinvolvedtheentireLScommunity.WiththesupportoftheISLS,in2012Iconductedanonlinesurveythat wasdistributedtothemembership,askingwhichchaptertopicsshouldbeinthe secondedition.Therewereninetyresponsestothissurvey.Cambridge UniversityPressdistributedthesamesurveytoseveninstructorswhowere usingthe firsteditionintheiruniversitycourses.Thesecondeditionhadsome overlapwiththe firstedition – thirteenchaptersappearedinboth – butmostof itwasnew:ofitsthirty-sixchapters,twenty-threewerewrittenbyauthorsthat didnotappearinthe firstedition,andtwentyofthemwereontopicsthatdid nothavededicatedchaptersinthe firstedition.

The2006 firsteditionandthe2014secondeditionhavetogethersoldover 5,000copiesinEnglishandmanymoreinJapaneseandChinesetranslation. Muchgreaterthanthenumberofphysicalcopiessoldisthenumberofelectronicdownloadsfromuniversitylibraries.Thisbookanditschaptershave receivedwellover10,000citationsinscienti ficpublications,indicatingthatit hashadahighlevelofimpactonscholarship.

HandbooksandEditedVolumes

Sincethe2014secondeditionmanyb ookshavebeenpublishedthat representsigni fi cantcontributionstoLSscholarship.Theincreasingnumber ofLSbooksshowshowmuchthe fi eld ’sresearchhasexpandedandwhythis

thirdeditionistimely.Afterreading CHLS3E ,thesebookswouldbevaluable nextsteps:

• InternationalHandbookofComputer-SupportedCollaborativeLearning (Cress,Rosé,Wise,&Oshima, 2021).

• HandbookoftheCulturalFoundationsofLearning (Lee,deRoyston,Nasir,& Pea, 2020).

• TheCambridgeHandbookofCognitionandEducation (Dunlosky&Rawson, 2019).

• TheInternationalHandbookoftheLearningSciences (Fischeretal., 2018).

• PowerandPrivilegeintheLearningSciences (Esmonde&Booker, 2017).

• ReflectionsontheLearningSciences (Evans,Packer,&Sawyer, 2016).

Anotherusefulcompaniontothisbookisthecollectionofvideoresources availableforfreeontheISLSwebsite(www.isls.org/research-topics).Thereare videosonnearly fiftykeyLSconcepts – webinars,interviews,longlectures,and shortsummaries – byleadinglearningscientists,includingmanyoftheauthors inthishandbook.Eachvideocomeswitharecommendedlistofreadingson thetopic.

Thethirty-threechaptersofthethirdeditionareorganizedinto sixparts.

• PartI:Foundations.Thesechapterseachfocusonafoundationalconceptthat hasbeenin fluentialinLSresearchfromtheoriginofthe fieldinthe1980sand 1990sandthatareimportantfoundationsfortheresearchinthechapters thatfollow.

• PartII:Methodologies.Learningscientistsuseabroadrangeofmethodologies,includingexperimentalpsychologicalmethods.Ichosenottoprovidea chapteronexperimentaldesigns – althoughtheyhavecontributedsubstantiallytoLSresearch – becausesuchintroductionsareeasyto findelsewhere. Thechaptersherefocusoninnovativemethodologiesthathave,atleastin part,beendevelopedbytheLScommunity.

• PartIII:GroundingTechnologyintheLearningSciences .Eachofthese chaptersdescribesaninnovativenewtechnologywithpromisetoenhance learning.Thesetechnologieshaveuniquefeaturesthatsupportlearningenvironmentdesignsinwaysthataresometimesdif ficultotherwise.Newly designedsystemsbasedonthesetechnologieshavebeenstudiedbylearning scientistsfortheirimplicationsforlearningmoregenerally.

• PartIV:LearningTogether .Awiderangeofeducationalresearchhasfound thatcollaborationcontributestolearning.Thesechaptersshowhowlearning environmentscanbedesignedtofostermoreeffectivelearningconversations –particularlywiththewideavailabilityofonlinecollaborativetools.

• PartV:LearningDisciplinaryKnowledge.EachofthesechaptersreviewsLS researchthatfocusesonaspeci ficdiscipline,butevenso,thechaptersare writtentobeofinteresttoalllearningscientists.Thefocusofeachofthese chaptersis:whatuniqueepistemologies,practices,and findings – inspiredby thisdiscipline’scontent – changethewaywethinkaboutlearningmore generally?

• PartVI:MovingLearningSciencesResearchintotheClassroom.Globally, manyeducationsystemsarelookingtoLSresearchtohelpthemredesign theirschoolsformoreeffectiveteachingandlearning.ThesechapterssummarizethekeymessagesfromLSforeducationpolicymakers,andexplore whatmighthappenwhenwetakeLS findingsandusethemtoreformschools, classrooms,andteacherpractices.

InmyIntroductionchapter,Iprovideabroadoverviewofthe field,andinthe Conclusion(Chapter33),IexplainwhyLSisimportantnotonlytoeducation, buttoourentiresociety.LSisdiscoveringhowtoteachthedeepknowledge, skills,andattitudesrequiredtothriveinaworldofknowledgeandcreativity, andthisresearchshowsushowtodesigntheschoolsofthefuture.

Abooklike CHLS3E isamassiveundertaking;oversixtyauthorshavecontributedtothisbookandmanyothermembersoftheLScommunityhavecontributedindirectlybyreadingandcommentingonchapterdrafts.Aswithany professionalcommunity,theknowledgethatemergesiscollectivelycreatedby alloftheparticipants.Manyimportantscholarswhosenamesdonotappearas authorsnonethelesshavecontributedtothecollectiveendeavorthatisLS.While editingthishandbook,Ihavediscoveredthatthemembersofthisprofessional communityaredeeplyawarethattheyareeachonlyoneparticipantinabroad communityofpracticeandthattheknowledgegeneratedcannotbeconsideredto beownedorpossessedbyanyoneresearcher.Bysharingopenlyandworking collaboratively,LSresearchershavemadegreatstrides.Ihopethat CHLS3E functionsasaresourcethatwillallowasignificantexpansionofthiscommunity ofpractice,allowingeveryoneinvolvedwitheducationtotapintothesenew findingsandbeginthetaskofdesigningtheschoolsofthefuture.

Sadly,threeleadinglearningscientistswhowerecontributorstothe2014second editionhavepassedon:MikeEisenberg(deceasedMarch12,2019;see Blikstein,Kafai,&Pea, 2019),JimGreeno(deceasedSeptember8,2020;see Rangel, 2020),andNaomiMiyake(deceasedMay29,2015;seeKoschmann, 2015).Theircontributionstothehandbookandtothe fieldwereprofoundand sophisticated.Theywillbegreatlymissed,buttheevidenceoftheircontributionsisallaroundusintheirinfluenceonthe field,theircolleagues,and theirstudents. Preface

IwouldliketothankmyeditorsatCambridgeUniversityPress(CUP). Beginningwithmy firstbookproposalin2003,Ihaveworkedwithmanydifferent editorswhosuccessivelyservedaspsychologyeditoratCUP.PhilLaughlinwas theacquisitioneditorofthe2006 firstedition.WhenheleftCUP,hewasreplaced byEricSchwartz,whowasreplacedbySiminaCalin,whowasreplacedbyEmily Spangler,whowasreplacedbyAdinaBerk.Ms.Berkreviewedthesecondedition proposalandissuedacontractinMarch2012.InMarch2013,DavidRepetto tookoverasmyeditor,andheexpertlytookthesecondeditionintoproduction. Davidcontinuedastheeditorforthisthirdedition,andonbehalfofthelearning sciencescommunity,Iapplaudhimforhiscontinuedcommitmenttothishandbookandtothe fieldofthelearningsciences.

Iamgratefultoeachoftheauthorsforthehardworktheyinvested.These chapterswerewrittenin2020and2021,whentheworldwasconsumedwiththe Covid-19virus.Almostalloftheauthorsareuniversityteachersaswellas researchers.Atthesametimetheywerewritingthesechapters,theywere redesigningtheircoursestobeonline,becauseuniversitycampusesaround theworldweresuddenlyclosedtoin-personinstruction.Ittookanimpressive effortfromtheauthorstowritetheseexceptionalchapters.

Itwasatruepleasuretoworkwithsuchadeeplyprofessionalgroupof scholars.Iamparticularlygratefulthattheauthorswerewillingtorespondto mysuggestions.Ireviewedeachchapter’ s firstdraftandIoffereddetailed commentsthatrequiredtheauthorstoinvestasignificantamountoftimeto writetheirseconddraft.Mygoalwastoreadwiththemindsetofourtarget reader:anewcomertoLS.Ireadthe firstdraftstoidentifypassagesorterms thatmightbedifficultforanewcomertounderstand.Asecondgoalwasto ensurethateachchapterwasasconciseandfocusedaspossible;becausethere arethirty-threechapters,eachonehadstrictlengthlimitations.Havingworked socloselywiththesescholarsthroughtheirmultipledrafts,Ihaveadeeper understandingofwhythelearningsciencesishavingsuchasignificantimpact oneducation.

References

Blikstein,P.,Kafai,Y.,&Pea,R.(2019).MikeEisenberg:Aoneofakindpioneerinthe learningsciences. JournaloftheLearningSciences, 28(4–5),678–684.doi:10 .1080/10508406.2019.1684751

Cress,U.,Rosé,C.,Wise,A.,&Oshima,J.(Eds.).(2021). Internationalhandbookof computer-supportedcollaborativelearning.NewYork,NY:Springer. Dunlosky,J.,&Rawson,K.A.(Eds.).(2019). TheCambridgehandbookofcognitionand education.NewYork,NY:CambridgeUniversityPress. Esmonde,I.,&Booker,A.N.(Eds.).(2017). Powerandprivilegeinthelearningsciences: Criticalandsocioculturaltheoriesoflearning.NewYork,NY:Routledge. Evans,M.A.,Packer,M.J.,&Sawyer,R.K.(Eds.).(2016). Reflectionsonthelearning sciences.NewYork,NY:CambridgeUniversityPress.

Fischer,F.,Hmelo-Silver,C.E.,Goldman,S.R.,&Reimann,P.(Eds.).(2018). The internationalhandbookofthelearningsciences.NewYork,NY:Routledge. Koschmann,T.(2015).Remembrance:NaomiMiyake. JournaloftheLearning Sciences, 24(3),498–499.doi:10.1080/10508406.2015.1065667

Lee,C.D.,deRoyston,M.M.,Nasir,N.S.,&Pea,R.(Eds.).(2020). Handbookofthe culturalfoundationsoflearning.NewYork,NY:Routledge. Radinsky,J.,&Tabak,I.(2017).Outgoingeditors’ note:The JournaloftheLearning Sciences asamirroroftrendsinthe field. JournaloftheLearningSciences, 26(1),1–6.doi:10.1080/10508406.2017.1260414

Rangel,E.S.(2020). JamesGreeno:Inmemoriam.Retrievedfrom www.lrdc.pitt.edu/ people/james-greeno.cs.html Preface

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