Ecological approaches to educational data
Transcript of Ecological approaches to educational data
Riga,16.12.2016
Ecosystemapproachesineducation:
Communicativeecologyandnetworks
SeniorresearcherinDigitalLearningEcosystemsTallinnUniversity,SchoolforDigitalTechnologies
Goalsoftheworkshop• Applyingecologicalprinciplesfromnaturalscienceinsocialscience?• Twocasestudies:adulteducationservicesforvulnerableyoungadults;onlineprofessionalnetworks• Methods:CommunicativeEcologyapproach;Networkapproach• Datacollection• Unitofanalysisanddatarepresentation• Representationofresults• Interpretingtheresultswithecologicalprinciples
Ecology/ecosystem– notjustthemetaphorbuttransferrableprinciples
andprocesses•Maingoalofecosystems:topermeatethetransformativeflow,Ecosystemproductivityasanabilitytoaccumulate,transform•Means:Networkofinterdependingspeciesandtheenvironment–connectivity,distribution,clusters
Informationflow
Knowledgetransformation
Knowledgeaccumulationinthesystem
Thenetworkstructure• ThepermeabilityofaAEservice ecosystemwilldependontheconnectionsbetweenservicesthatpassaccesstotransformativelearningopportunitiesandtheemerging side-pathsandhubsinthisnetwork thatcanredirecttheflows.
Ecology/ecosystem– notjustthemetaphorbuttransferrableprinciples
andprocesses•Means:• Diversityofspecies.Variationofspecimenwithinspecies
Speciesaskindofsimilarelements/objects/subjects
Nolearneristhesame,yetwehaveunifiedAEopportunities
Educationaldeficiency
Languagedeficiency
Socialconstraints
Disability
Culturalconstraints
Legislativeconstraints
Economicconstraints
Regionalconstraints
Personalcharacteristics
Etc.
Whatthisnetworkcanbeineducation?• Learningopportunities• Servicestoenableaccesstoservices• Differenttypeoflearnersthatneedtheseopportunities
Whatthisnetworkcanbeineducation?
• Communicativeactionsaboutlearningopportunities,learners,counsellors,AEeducators,devices,channels
ADULTLEARNER
BECOMINGINFORMEDOFORCONSTRAINEDOFAEOPPORTUNITIES
Ecology/ecosystem– notjustthemetaphorbuttransferrableprinciples
andprocesses•Means:Communicationandinteractions.•Withinandbetweenspecies.•Mutualawareness.• Directandindirect(signalsinenvironment).
Information,Signals,Meanings
INFORMATIONSOURCESANDTHEIRACCESS
Ecology/ecosystem– notjustthemetaphorbuttransferrableprinciples
andprocesses
•Means:• Coalitions,distribution,clustersofspeciesandorganisms•Mutualisms:synergy,parasitism,competition
Synergyofservices
Competitionofgoals
Ecology/ecosystem– notjustthemetaphorbuttransferrableprinciples
andprocesses•Means:• Accommodationtospecificconditions,fitnesstoniches• Feedbacklooptoandfromtheniches• Successivestagesofecosystems,dynamicallychanging
Nichesasabstractneeds’spacestobefit
NICHEasfitnessspace
Context1:VulnerableAdultLearners’AccesstoEducation
• Bigquestion:WhatcreatesvulnerabilitytoaccessHEeducation?• STEPS:DefiningAEServiceEcosystemcomponentsanditsnichesnotaccessibletovulnerablesubjects•WhatareavailableAEopportunities– coursesetc.?(kindofspecies)•Whatarevulnerabilitycharacteristics(kindofnichedimensions,thatdescribevariabilityofindividuals)
Context1:VulnerableAdultLearners’AccesstoEducation
•Whatareavailableservicesforadultlearningtargetingactivecitizenship?Whatareavailableservicesforvulnerablepeople?(kindofflowpathstobeactivatedbyindividualstoaccessAEopportunities)?•WhataremutualismsbetweenAEandvulnerabilityservicesinServiceecosystem?(synergiesasflowenablers,antagonismsasflowconstraints)?• HowcantheAEopportunitiesbeaccessedincaseofdifferent(combined)vulnerabilitycharacteristics?(whoarerestrictedfromAE?)
AEecosystemexample
• VulnerabilityisappearingasalacktofittocertainecosystemservicesandresultsinrestrictingAEopportunities.
CARETAKEROFMINORS
REGIONALACCESSLIMIT
EDUCATIONALDEFICIENCYLIMIT
SOCIALSERVICES:- CHILDCARESUPPORT- FREECHILDCARECENTERATAE
AESERVICES:- DORMITORY- SCHOLARSHIP- TRAVELALLOWANCE
- VALIDATIONOFINFORMALCOMPETENCESETC.
- TRAININGATWORKPLACES
SECONDARYEDUCATIONADULTGYMNASIUM
SECONDARYEDUCATIONBASEDVOCATIONALEDUCATION
CITIZENSHIPSERVICES:- FREELANGUAGECOURSES LANGUAGEDEFICIENCY
ETC.
BASICEDUCATIONBASEDAPPLIEDUNIVERSITY
SOCIO-ECONOMICDISADVANTAGE
opportunities services vulnerabilitycharacteristics
Whatdataareavailable?
• Servicedescriptions,interviewswithadulteducatorsandvulnerableyoungadults->network• ConsideringAEopportunitiesasactors and• AErelatedserviceenablers/constraintsasties• Vulnerabilitycharacteristicsasactors
Intheendoftheworkshopwetrytosearchandmapsuchdatacollectively
• Openquestions:• Howtostructuredata?• Whatcanbeseenfromdata?• Whatarelimitationsofdatavisualization?
Context2:Onlineprofessionalnetworks
• Sampleofthreadsfromprofessionalnetworksinhealthcareandconstruction
• Unitofanalysis:turn-takinginthread
• Inductivecodesforcontentcategories
• Frequencyoftiesbetweeninductivecodesinthreads
• SNAdataofsequentialturn-takingsinthreads
CsvfileGephy.org SocialNetworkanalysistool
Context2:Onlineprofessionalnetworks
• Sampleofthreadsfromprofessionalnetworksinhealthcareandconstruction
• Unitofanalysis:turn-takinginthread
• Inductivecodesforcontentcategories
• Frequencyoftiesbetweeninductivecodesinthreads
• SNAdataofsequentialturn-takingsinthreads
Pata,Santos,Burchert,2016
Context1:VulnerableAdultLearners’AccesstoEducation
• Bigquestion2:HowknowledgeofAEopportunitiesandthewholeAEServiceecosystemiscommunicatedtoindividualswithvulnerabilitycharacteristics?• Subjects:AEprovidingstakeholders,AEpolicy-makers,vulnerableyoungadults• Focusingparticularlyoncommunicationsubjects’(WHO?),-places(WHERE?),-contexts(WHEN?WHY?),-content(WHAT?)andexisting/missingcommunicationflowstoAEopportunitiesandservices
CommunicativeEcologyapproach• Aholisticapproachtounderstandingthedynamicinterrelationshipsbetweensocialdimensions,discourseandcommunicationstechnologyinbothphysicalanddigitalenvironments•Mediatechnologiesshouldbeexaminedanddesignedintheircontextofuse,withreferencetotheusers'widersetofsocialrelationships,thenatureofthecommunicationitselfandothermediainuse
JoTacchi
McLuhan:Mediaecology
Altheide:Ecologyofcommunication
CommunicativeEcologyapproach
• Thereisnotasingle,agreeduponcommunicativeecologymodel• Asetofethnographictoolstoexaminehowanewformofmediaortechnologymayormaynotbeintegratedintoexistingcommunicationpatterns• Qualitativemethods:observation,interviews,diaries,artifacts,contentanalysis,participatorydesignetc.
Communicativeecologydata
• Scopeofdatacollection:holistic,externaloverview/internalperspective,spacebounded,time-scope•Mapping:drawingtheconceptualmapsandcreatingorcollectingoralorwrittendescriptions• Person-perspectivemapping• Communityperspectivemapping
CommunicativeEcologycharacteristics• Context-dependent:• anchoredingeographical/digitallocationandmaymoveseamlesslybetweentheselocations;• contextuallydefinedaffordancesofplacesthatmaybefitforsomebuthinderothers
• Successivedynamicallychangingstages:• dependentofitsinhabitants’lifestyles,stagesmaybesocio-culturallyanimated
• Activitydependent:• work/formal/leisure/domestic/personal
FigurebySingh
http://www.slideshare.net/abhigyan1107/design-challenges-for-sustainable-mobile-community-communication-services-for-indian-urban-slums
FigurebySingh
http://www.slideshare.net/abhigyan1107/design-challenges-for-sustainable-mobile-community-communication-services-for-indian-urban-slums
Chininthorn etal.(2016)figure ExplorationofDeafPeople’sHealthInformationSourcesandTechniquesforInformationDeliveryinCapeTown
CommunicativeEcologycharacteristics
• Threeintricatelyentwinedandmutuallyconstitutivelayers:• Social(socialstructures,networks),discursive(themesorcontent)andtechnological(communicationmedia,devicesandapplications,communicationmodels)• preliminarystepisolatedlayers’analysis
• Dimensions:• global/local,networked/collective,online/offline
Context1:VulnerableAdultLearners’AccesstoEducation
• Bigquestion2:HowknowledgeofAEopportunitiesandthewholeAEServiceecosystemiscommunicatedtoindividualswithvulnerabilitycharacteristics?• Holistic– tovulnerabilitycharacteristics,nottoparticularstereotypes?• Externallyobserved?• Places,activitiesasperson-perspectiveswhohascertainvulnerabilitycharacteristics• Ecosystemstages,time-scopeaslearningperiods
Workshopactivityinpairs
• FindoneAEopportunitytypeinbasic,secondary,vocationalorhighereducationlevel(e.g.readacurriculumsyllabus)• Findwhatinformationisavailableaboutaccess/restrictiveconstraintstothisAEopportunity(insyllabus,atwebpage,atministrypage)• FindwhatsocialandotherservicesareavailabletosupportvulnerableyoungpeopleaccesstothisAEopportunity(atwebpage,atministrypage)• WhatvulnerabilitycharacteristicsareconsideredinaccessingthisAEopportunity• Fromwherewasinformationfound?
Workshopactivityinpairs• Mapyourfindingsintheformatthatcouldbeusedfornetworkanalysis(excelspreadsheet)
goo.gl/GRjTJ7