This article is published by The Journal of Applied Behavioral Science. This version is identical, but is not the typeset one in accord with the Journal’s copyright agreement. Reprints and permissions: sagepub.com/journalsPermissions.nav DOI: 10.1177/0021886316666374 jabs.sagepub.com For citation and to get the article: Waddell, Steve. 2016. "Societal Change Systems: A framework and tool to address wicked problems." Journal of Applied Behavioral Science 52(4):422-40. SocietalChangeSystems: Aframeworktoaddresswickedproblems Author: SteveWaddell-PhD,MBA EcosystemsLabsLead-GOLDEN Principal-NetworkingAction:Organizingforthe21stCentury 14UptonSt.,#4 Boston,MA02118 Phone:+1(617)388-7658 Email:[email protected] TheresearchbehindthisworkingpaperwassupportedbyAmirKhorsanioftheUniversityofManchesterBusiness School,AnnaBirneyofForumfortheFuture,andJoeHsuehofSecondMuse. TheauthorthanksENELFoundationforfinancialsupportthroughtheproject“Towardsanewsustainablebusiness modelforenergycompanies”. SocietalChangeSystems: Aframeworktoaddresswickedproblems Abstract Problemsreferredtoaswicked,messy,complex,andmeta-level,bytheirverynaturerequire involvingmultipleanddiverseorganizations.Issuessuchasclimatechange,poverty,sustainableagriculture, andhealthcareinvolvemanyhundredsoforganizationsatanationallevel;atagloballevelthiseasily increasestomanythousands.Emergingtheircollectivepowerintoaneffectiveforcerepresentsanenormous organizingchallenge.Drawingfromcomplexityandglobalnetworkingknowledge,andbuildingonthe conceptof“innovationsystem”,thisarticledevelopstheconceptof“societalchangesystem”asaframework tosupportaddressingtheorganizingchallenge.Thisarosethroughanalysisofglobalchangeinitiatives aimingtointegratesustainabilityconcernsintotheproductionofelectricity,whichincludedameetingof leadersofsuchchangeinitiatives.Theactivitiesproducedrecommendationsforgreatlyenhancingchange effortswithpragmaticstepstodevelopthesocietalchangesysteminwhichtheyareembedded. Keywords:Transformation,largesystemschange,networks,innovationsystem,societalchangesystem, complexity,complexadaptivesystems 1. Introduction Theworldisawashinhugechangechallengessuchissuesaswater,financialstability,climate change,foodsecurity,anddegradationofseas.Theworldisalsoawashinresponsestoaddressthese challenges.Howcanthesesortsofcomplexoperatingenvironmentsofbusinessbegreatlyimprovedto supporttheemergenceofsustainableenterpriseandeffectiveresponsestosuchchallenges?Certainly,the commitmentofacompanyisonlyonefactor.Ifitsoperatingenvironmentisnotsupportive,thecompany advancestowardsbecomingasustainableenterprisewithgreatdifficulty.Thisiswhatspurredthe investigationthatproducedthisarticle. ConsiderthecaseofSustainableEnergyforAllandthemultitudeofcompaniesworkingwithit. SE4Allisaglobal,multi-stakeholderentityinitiatedbytheUnitedNationsthataroseoutoftheashesofthe 1 KyotoProcess.Itsweb-siteexplainsthatit“bringstogethertop-levelleadershipfromallsectorsofsociety– governments,businessandcivilsociety”(SustainableEnergyforAll2014).Itaimstosupporttransformation ofenergysystems,globally.ThreegoalsarearticulatedbySE4Allfor2030: • Ensureuniversalaccesstomodernenergyservices. • Doubletheglobalrateofimprovementinenergyefficiency. • Doubletheshareofrenewableenergyintheglobalenergymix. Thisdescribesahugechangechallenge.Thegoalsrequiresomethingbeyondthecapabilityof currentorganizationalparadigmsofbusiness,governmentsandcivilsocietyorganizations(nonprofits/NGOs).SE4Allisessentiallyaloosenetworkaimingtosupportcoherenceamongstalargenumberof efforts–thedevelopmentofanoperatingenvironmentandrelationshipsthatsupportitsgoals.Currently SE4Allismobilizingeffortanddevelopingcoherencearound“accelerators”forkeyissueslikeenergy efficiency.Coherenceaimstoproduceconvergenceofactionamongstparticipants(Gulati2014). CoordinationamongstallofSE4All’sparticipantsisimpossiblegiventhecomplexityoftheissuesandnumber ofefforts.Theobjectiveiscoherencethatsupportsrealizingsynergies,addressingunproductiveduplications ofeffort,reducingdebilitatingconflictinapproaches,andfillinggapsinnecessaryeffort. However,theunderlyingdynamicsandstructurestoaddresssuchachangechallengeasSE4All’sare stillpoorlyunderstoodandthereforenotintegratedintoSE4All’sstrategy.Aframeworkwouldbevaluable thatguidescoherenceandconvergencetosupportSE4Allrealizeitsglobalsocietaltransformationgoals. Also,toolsareneededbythoseworkingonthesechangechallenges.Sinceaddressingmanyotherhuge changechallengesoftodayhasasimilarcoherence-convergenceneed,suchaframeworkandtoolscouldbe ofwidebenefit. Thisarticledescribesatwo-yearefforttodevelopsuchaframeworkandmethodology.Itbeginsby presentingthechallengeasonetoaddressawickedproblem.Themeaningofthattermisexploredalong withexplorationofresponsestoaddresssuchproblems.Thislaysthefoundationforunderstandingthe challengeasonetocreateasocietalchangesystem(SCS).Thendescribedisdevelopmentofamethodology asaseriesofstepsforthoseworkingonlargesystemschangeissuestosupportemergenceofaneffective, coherentSCS.FinallythearticleproposeshowtheSCSandstepscanbefurtherdevelopedandapplied. 2 2. FoundationsoftheApproach WickedProblemsasSystems SE4All’schallengeisa“wickedproblem”(Churchman1967;RittelandWebber1973),atermthat wasrecentlydescribedaspossessingcharacteristicslistedbelow(Waddocketal.2015)andappliedto SE4All: • Havingnodefinitiveboundaries,manyactors,andhighinterconnectivitywithotherproblems:thereare literallytensofthousandsoforganizationswhoseworkishighlyrelevanttoSE4All’sgoals; • Requiringholisticstrategies–piecemealsolutionsdonotwork:focusingononeofthegoalswill underminesupportforSE4All–onereasonKyotocollapsedisbecauseitdidnothingtoaddressaccessto energy; • Possessingnon-linearcause-effectrelationshipsthataredifficulttodetermine:thereisamultiplicityof connectionswithnewrolesandrelationshipsrequiredtoproducenovelactorslikeprosumerswhoare bothenergyconsumersandproducers;thenthereareissuesofhowtheenergysysteminteractswith otherslikefoodandwater; • Lackingfinalityofresolution:thereisnoultimateboundaryonsustainabilityandtheamountofenergy used;thereisincreasinglycommonreferencetohavinganetpositiveenvironmentalbenefit,for example; • Continuallyemergingpatternswherepredictabilityisimpossible:thehighdegreeofinnovationmeans thereisnoexperience-basedpredictabilitypossible; • Lackingultimately“right”answers,andwherecontextualfactorsmeaneverysolutionisaone-shot operation:differentlocationshaveuniquecombinationsoffactors–suchastechnology,sun,wind,skills, culture–thatinfluencetheappropriatenessandviabilityofresponses;thismixturewillbecontinually changing,aswell. Suchadescriptionisalsoassociatedwith“messes”(Ackoff1974),meta-problems(Trist1983), complexity(SnowdenandBoone2007)andcomplexadaptivesystems(Geli-Mann1994;Holland1992). Withmeta-problemsTristemphasizestheinter-organizationaldomainnatureoftheissue,wherenoone organizationcanaddresstheproblem.SE4All’sapproachisdistinguishedbythediversityandnumberof 3 organizationsitisengagingglobally.Itmightbeassociatedwithothermulti-stakeholdernetworksthathave beenemergingaroundmanyissues.LabelsforglobalexamplesincludeGlobalPublicPolicyNetworks (Annan2000;Reinicke1999-2000),GlobalIssueNetworks(Rischard2002),GlobalActionNetworks(GANs) (Waddell2011),andGlobalSolutionsNetworks(Tapscott2014);intheUnitedStatesthemorepopular relevantterminologyis“backboneorganization”(KaniaandKramer2011),althoughitisnotusuallythought ofinglobalterms.GlobalexamplesincludetheUNGlobalCompact,theGlobalReportingInitiative, TransparencyInternational,theGlobalFundtoFightAIDS,andtheForestStewardshipCouncil. Thesenetworkshaveakeyroleinaddressingtheirwickedproblem.InTrist’slanguage,theyare “referentorganizations”thatsupportotherorganizationscomingtogethertocollectivelyapplytheir resourcestoanissue.Theseare“wholenetworks…foundedbyincludingthoseorganizationsthatinteract withoneanotherinanefforttoachieveacommonpurpose.”(Provan,FishandSydow2007)p.482The networksareverylarge,buttheydonotcompriseanywherenearthefullarrayoforganizationsand initiativesaddressingtheirissue.SE4All,forexample,engageshundredsoforganizations,butthesearestilla subsetofalltheinitiativesworkingonitsgoals.TheentiretycanbethoughtofasSE4All’s“ecosystem”,a conceptthathasrecentlygainedpopularitybecauseofthepoweritprovidesforlookingatcomplexissues andguidingactiontoaddressthem.Introducedbybiologicalsciencesandpopularizedthroughthe MillenniumEcosystemsAssessment(MillenniumEcosystemAssessment2005),theterm“ecosystem” originallyreferredto: “…acommunityoflivingorganisms(plants,animalsandmicrobes)inconjunctionwiththenonliving componentsoftheirenvironment(thingslikeair,waterandmineralsoil),interactingasasystem.” (Wikipedia2014) Theterm“ecosystem”asappliedtosocialandorganizationalspheresemergedfromsocial evolutionaryandsocialecologytheory,andworkcrossingsocialandenvironmentalconcerns.Todaythe conceptofsocialecosystemisincommonusetorefertorelationshipsofindividualsand/ororganizations thatareinteractingasasystem,withsystemstypicallydefinedasinter-relatedandinteractingpartsworking toproduceasharedgoal.(Bertalanffy1968;Ostrom2009) TheSE4Allsocialecosystemisdefinedasconsistingofallthoseorganizationsthatareengagedwith SE4All’sgoalofsustainableenergyforall(energyproducersandthoseinvolvedinrealizingthechange– 4 opponentsandsupporters).Thisecosystemhasdevelopedtoapointwherethereisbroadgeneral agreementaroundtheworldwithSE4All’sgoals,whilenotingresistancebymanyenergysystemincumbents andoppositionbysomesuchasAmericanpoliticians.TherealworkofSE4Allisabouthowtoeffectively realizeitsgoals.Theecosystemconsistsofmanyinter-actinginterestswhere“ramifications(ofdecisions)for thewholesystemarethoroughlyconfusing”(RittelandWebber1973)andwhichcanprovokeauthoritative, competitiveorcollaborativeresponses(Roberts2000). Theanswertothis“how”questionisinformedingeneraltermsbyworkaddressingwickedproblems ascomplexadaptivesystems(CAS).(Beinhocker1997;Geli-Mann1994;KaniaandKrarner2013;Rotmans andLoorbach2009)Thesearecomplexproblemswheretraditionalgoal-orientedplanninglogicmustbe subordinatetoanemergentlearninglogicwithinterventions“fostering”developmentoftheCAS(Holland 1992)byspurring“beneficialcoherence”(Snowden2005)thatenhancessystemeffectiveness(Drucker, DruckerandDrucker1967).EstablishingSE4Allcanbethoughtofasaresponsetoaddressan “underorganizedsystem”(Brown1980).ThisleadstoseeingSE4All’sworkasdevelopingthesystem’s coherence–addressingtheecosystems’potentialsynergies,redundanciesandactiongapswiththeeyeto emergingpatternsofinteractionatahigher(moreeffectiveandtranscending)level(Levin1998). SomekeylogicsassociatedwithCASworkare: • Self-organizing:Vaccumsarefilledquicklyandthereisalwayssometypeofresponsetonewneeds. • Emergence:Manyresponsestoaddresswickedproblemsgraduallyforminnovativepatternsof relationshipsandstructuresthatrepresentorganizinginventions.Becauseoftheirinnovativequality, theyareoftennot“seen”byuseoftraditionallenses(suchas“organizations”). • Directionalnudges:Theimpactofinterventionstoaddresswickedproblemscannotbepredictedand theyoftenhaveunintendednegativeimpacts.Thisfavorsmultiplemodesteffortsintendedtomoveina direction,ratherthanlargeeffortstowardsagoalinthetraditionalplanningsense. • Learningandexperimenting:Realizing“sustainableenergyforall”ishighlydependentoncontextand requiresinvention.Roll-outstrategiesdonotwork. IntermsofunderstandingSE4All,theseelementssuggestthatanalysisofrelationshipsamongst organizationsinitsecosystemcouldprovidesomevaluableinsightabouthowtobuildonwhatisarisingto realizesustainabilityforall,incontrasttoatraditionalplannedtop-downapproach. 5 SocietalChangeSystemsversusProductionSystems Systemssuchasonesrelatedtoenergythatprovideservicesforsocietyareaparticulartypeof ecosystem.Theyincludethefullspectrumoforganizations,knowledgeandpracticesassociatedwiththe service.Atransitiondescribesafundamentalchangeintherearrangementofsuchasystem(Markard,Raven andTruffer2012);thistypeoffundamentalchangeisreflectedinSE4All’sgoals.Thisemphasison “transition”asthewickedproblem,suggestsfurtherspecializationofthetypeofecosystemthatSE4All requirestobeeffective.Itrequiresaspecifictypeofecosystemdefinedbythemissionofsupportinglarge systemschange.Thisischangeof“…breadth…thatengagesaverylargenumberofindividuals,organizations andgeographiesacrossawiderangeofsystems.…(andchangeof)depth:(largesystemschange)isnot simplyaddingmoreofwhatexistsormakingrearrangementswithinexistingpowerstructuresand relationships,butratherchangesthecomplexrelationships.”(Waddelletal.2015b)p.7 Canthesystembeusefullydividedintotwopartstoprovideusefulinsightsindevelopmentof transitionpathways:thechangepartandtheproductionpart?Thisquestionarosebecausetheresearch projectframeditsquestionas“howtogreatlyenhancetheenabling/operatingenvironmentofelectricity utilitiestosupportemergenceofsustainableenterprise?” AppliedtoSE4All,wecanseethatitsmissionisnottoprovideenergyservices–thatisthetaskof utilitiesandotherserviceproviders.Rather,itsmissionistosupporteffectiveintegrationofsustainability concerns(asexpressedinitsthreegoals)intotheactivityoftheenergyproductionsystem.Thechangeand productionsystemshavenotjustdifferentmissions,butdistinctivecoreparticipants,logicsand competencies. Inelectricitythecoreproductionsystemparticipantsarefuelproviders,energygenerators, transmissionanddistributionserviceprovidersandconsumers,withpolicymakersandothersplaying supportingroles.Theyaredominatedbyacommercialsales,supply-demand,input-outputlogic.Core competenciesinvolveenergytechnologiesandknowledgeandmanagementofgenerationthroughtousesof energy. Thechangesystemconsistsofdifferenttypeofstakeholdercomposition,logicandcompetency.It consistsofchangeinitiativesthathavediversestakeholderleadershipandparticipation:researchinstitutes, 6 governmentagencies,non-governmentalorganizations,changeinitiativesoftheserviceproviders,andmultistakeholderorganizations.Theyareworkingwithacomplexadaptivesystemlogicthatintimatelyinvolves participationandcollaborationamongstthesediversestakeholders,emergenceandotherCASlogicsalready described.Competenciesareassociatedwithlargesystemschangeknowledge,strategies,toolsandmethods. Inshort,itisaSocietalChangeSystem(SCS)forelectricity.Itsdescriptionwasafocusoftheinvestigation. TheimageofthedoublehelixofDNAaroseasonewaytothinkofthechangeandproductionsystem relationship.Ackoffobservedthat“Asystemismorethanthesumofitsparts;itisanindivisiblewhole.It losesitsessentialpropertieswhenitistakenapart.Theelementsofasystemmaythemselvesbesystems, andeverysystemmaybepartofalargersystem.”(Ackoff1991)p.664Theapproachdevelopedherereflects thisthinking.Therearetwosystemswhoserespectivepowerisinterdependent.Inthatdouble-helixmodel therearetwointer-twinnedstrandsthatcanbelikenedtothetwosystems,withthepresenceofmany bridgesandexchangesbetweenthembeingacriticalquality.Thesebridgestakeavarietyofformssuchas projectsandforums.Someinter-organizationalnetworksincludedinthisstudyhaveacriticalbridging function(Brown1991;Brown2015;WestleyandVredenburg1991).Oneofthebestexamplesisrenewable energytradeassociationsthatareactivelypromotingchangeinthesystem,andatthesametimeitsmembers includecompaniesconventionallyproducingelectricity. TheinvestigationintoSE4Allandsustainabilityeffortsevolvedintothepropositionthat distinguishingbetweenthechangeandproductionsystemsproducesvaluableinsightsintoaddressing wickedproblems.Inparticular,thefocusbecameresearchingemergentpatternsandstructuresthatwould provideguidanceinthedevelopmentofcoherenceandconvergencetoenhancetheeffectivenessoftheSCS. InnovationSystemsandFunctions SE4All’sgoalsrequiretransformationofalargetechnologicalsystem.“Innovationsystems”isa relevantconceptthatoverthepastthreedecadeshasprovenpowerfulforaddressingchallengesof developingandintroducingnewtechnologies.Thisapproachseesthesystemasa“…widerangeoffactors, organizations,andpoliciesinfluencethecapabilitiesofanation'sfirmstoinnovate.”(Nelson1993)Economic growthandtechnologyarecoreunderpinningsofinnovationsystemsandassociatedpolicy(Alkemade, HekkertandNegro2011;Geels2013;Stirling2014;WeberandRohracher2012).Socialgoalsarestillpoorly 7 integratedintothistechnologicalinnovationsystemswork.However,anincreasingnumberofobservers claimthattechnologicalinnovationisnottheissue:therealissueishowwere-organizeandapplymore effectivelywhatisalreadyknownintermsofphysicaltechnologies,forthesocialgood(Edenhoferetal.2011; Sen2000;Sovacool2008;Stirling2014;Westleyetal.2011).Althoughtechnologiesplayanimportantrolein addressingcriticalsustainabilityissuesintransitioningindustries,focusinguponthemas“theanswer” provideslimitedanddistortedguidancetothebiggerchangechallenge.Thatchallengeincludesimportant policy,cultural,structuralandotherissuesthattheinnovationsystemstraditiontreatsasafunctionofthe questionofhowtointroducenewtechnologies.ThissuggeststheimportanceofseeingSE4All’sconcernas onethatincludesacomprehensiverangeofchangeactivities,aswellastechnologicalinvention. Bothinnovationsystemsandlargechangenetworkinvestigationshaveincludedanimportantlineof inquiryaboutdevelopingcoherence.Coherenceraisesquestionsaboutwhatsuchsystemsandnetworks mustdo,inordertobesuccessfulintermsoftheirownaspirations.Thishasledtodefinitionof“functions” as“processesthatarehighlyimportantforwellperforminginnovationsystems”(Hekkertetal.2007)p.414. Analysisofinstitutionsintermsoftheircontributionstothefunctioningofthelargersystemofwhichthey arepart,hasalonghistory(Durkheim1966[1893];Merton1949/1968;Parsons1967).Technological innovationsystems(TIS)workhasproducedvaluableanalysisofsystemfunctionsthatishighlyrelevantto SE4All.(Bergek,HekkertandJacobsson2008;Bergeketal.2008;Hekkertetal.2007;Johnson2001)Auseful comparisonofthesehasresultedinsevenfunctions.(MarkardandTruffer2008)However,thesefunctional definitionsareassociatedwithtechnologicalinnovation,ratherthanthebroaderchangeecosystemthatisthe subjectofthisresearch.Lookingfromabroaderchangeperspectivewithglobalchangenetworksledto identificationofsixcriticalfunctions.(Waddell2011) Table1summarizesthesefunctionalperspectives.ThesevenfromMarkardetal.areinitalics.The prototypingfunctionrepresentsanadditiontoboththeMarkardandWaddellanalyses;itisaddedbecauseit isseenasanactivitythatissocriticalthatithasbeenembeddedinMarkard’sdefinitionofTISandWaddell’s definitionofGlobalActionNetworks.Theadvocatingfunctionisthoughtofasanaggressiveapproachto Markard’sknowledgedisseminationstrategy;withoutapowerfuladvocatingchangefunction,activitycould easilyresembleatraditionalbureaucraticapproach.Measuringmightalsobethoughtofaspartofthe knowledgedevelopmentstrategy;assessingtoindicatemovementinthedesireddirectionseemscriticalfora 8 changesystem.Inanycase,thecoreconcernisthatthefunctionsarecollectivelycomprehensiveand distinguishedinawaythatisoperationallyandanalyticallyusefulfortheensuinganalysisofSE4All’sSCSas exploredbelow. Table1:ChangeSystemFunctions Function Visioning Guidanceofthesearch Organizing Function Creatingeventsandinteractionsthatgenerateshared understandingandvision Creationoflegitimacy Bringingtogetheranemergingglobalsystemofdiverse stakeholderstogeneratecoherenceinstrategies Resourcing Providingresourcesforthefunctionstobeperformed. Resourcesmobilization Marketformation Learning,Research,Capacity Development Developinganddisseminatingnewknowledgeandtools withresearch,pilotingnewapproaches,andtraining Knowledgedevelopment Entrepreneurialdevelopment Assessing Developingindices,assessments,and/orcertification processes Advocating Knowledgediffusion Mobilizingvoiceandincreasingpressureuponspecific stakeholderswhoareblocking(activelyorinactively)change Prototyping Developingexamplesofthefuture 3. TheResearchActivities Togroundthemodelinempiricalreality,ratherthan“energy”andthewholeofSE4All’sworld,the researchfocusedonthemorenarrow“electricitysystem”inthetraditionofPraetoriusetal.(Bauknechtand Cames2009):theenergyproductionsystemwasdefinedasthesystemofelectricitygenerationtransmission-distribution-consumptionandmostnotablyomits(1)extractiveindustries,and(2) 9 transportation.ThefoundingconceptsofaSCSrequiringsevenhealthyfunctionsforeffectivenessdrovethe researchapproach.Itconsistedofthefollowingactivitiesinthisorder: 1) Approximatelyonedozeninterviewswithpeopleworkingtochangetheenergysystemtorefinethinking aboutthechallengebeingtodevelopaSCS; 2) Webcrawls(see3.1below)toproduceaninitialmapoftheSCMandalistofinitiativesforfurther investigation; 3) Creationofasurveytooltoholdcomparativedatacollectedthroughreviewofdocuments,websitesand interviewswith65initiatives,thatincludedinformationsuchasmissions,stakeholdercomposition, controlstructure,majoractivities; 4) Refinementofthesurveytooltoreflectthesubsystemsandfunctions(describedbelow); 5) WebanddocumentbasedChangeProfiles(seebelow)for19initiativestotest/developtheabilityofthe Profilestocollectcomprehensivekeyinformation; 6) ValidatedChangeProfilesfor11initiativeswithstafffromthechangeinitiatives,tofurthertestthe Profilestructureandmakeatentativevalueassessment;and 7) A1-1/2daymeetingoftheprojectteamandfivechangeinitiativeleaderstotestthevalidityandvalueof theconceptsandhowtheycouldbeapplied. Theprojectteamconsistedoffivepeople.Onehadparticularexperienceinmapping,anotherin meetingfacilitation,athirdinelectricitysystemtransition,andthefourthinnetworks;allhadsystems changeknowledge.Theactivitiesledtodevelopmentofamethodologyforgreatlyenhancingthecollective powerofchangeeffortsasaSCS,anddevelopmentoftheSystemsChangeMatrixasonewaytovisually representtheSCS.Thecomponentsaredescribedhere,buttheirdefinitionevolvediterativelyoutofthe researchactivities.Thatistosay,anabductiveapproachwastakenofreviewingandrefiningcodingand categoriesthatreflectsgroundedtheorydevelopment.(CorbinandStrauss2014) 3.1. TheSocietalChangeSystemforElectricity Givenitsglobalmulti-stakeholderstatureandgoaltoprovideanover-archingplatformforchange efforts,forexploratorypurposesthisresearchadoptedSE4All’sthreegoalsasthechangesystem’sgoals.An enormousnumberofchangeinitiatives,networks,organizations,programs(hereaftercalledsimply 10 “initiatives”)areworkingonthesegoals.Todaymostaresupportiveofthem.Todefineamanageable population,theanalysisfocusedoninitiativesthatmeettwocriteria:theyareglobalinoperationandmultiorganizational(i.e.:networks).Thechangesystemisunderstoodtohavedifferentlevelsofanalysis,justas withinnovationsystems.Whilechoosingtostartbyfocusingontheglobalperspectivemayinitiallyseem counter-intuitive,itwasdevelopedfortworeasons.Oneisthattheissueofenergysustainabilityis increasinglyrecognizedasarequiringaglobalapproach.Nationalisacriticallevelforregulationand marketshavevariouslevelsdependingontheiraspects.However,markets,technology,companiesand importantchangeorganizationssuchasSE4All,InternationalRenewableEnergyAgency(IRENA)andthe InternationalEnergyAgency(IEA)areglobal.Thesecondreasonisthatstartingatasub-globallevelalways Box1:GlobalEnergyChangeInitiatives Someexamplesofglobalchangeinitiativesinthechangeecosystemforelectricityare: SustainableEnergyforAll(SEFA):launchedbytheUnitedNationstobringallkeyactorstothe tabletomakesustainableenergyforallarealityby2030. ElectricityGovernanceInitiative:anetworkofcivilsocietyorganizationsdedicatedto promotingtransparent,inclusiveandaccountabledecision-makingintheelectricitysector. MITEnergyInitiative(MITEI):pairingMIT'sworld-classresearchteamswiththebestin industrywhoareresponsibleformovingtheproductsofthiscollaborationintotheenergymarketplace. ICLEILocalGovernmentsforSustainabilityLowCarbonCityProgram:theworld'sleading associationofover1,000metropolises,cities,andurbanregionsdedicatedtopromotingglobal sustainabilitythroughlocalaction. GlobalReportingInitiative:amulti-stakeholdernetworkwhosereportingframeworkaimsto promotesustainabilityintheenergysector. IRENA:anintergovernmentalorganizationtopromoteadoptionandsustainableuseof renewableenergy. GlobalSustainableEnergyPartnership:comprisingtheworld’sleadingelectricitycompanies andpromotingsustainableenergydevelopment. 11 integratesidiosyncraticcharacteristicsofthatlevel,makingmodelexpansionproblematic.Ontheother hand,aglobalapproachmustensureitisapplicabletoothergeographiclevelsanddoesnotover-generalize toapointofoperationalirrelevance. Thenetworkqualityincludesindustry,inter-governmental(e.g.UNagencies),civilsociety,and multi-stakeholderinitiatives.Thenetworkconditionwasseenasappropriateforagloballevelanalysis,since individualorganizationswillonlybeabletohavemodestimpactgloballyandmostofsignificanceare membersofnetworks. Insummary:thissystemdefinitionwasselectedasonethathasmanageableboundaries,but neverthelesspresentssignificantscaleandarrayofissues,structuresandintereststhatavoidoversimplificationthatcouldproduceatheoreticallyinteresting,butoperationallyirrelevant,model.Box1 describessomeillustrativeexamplesofinitiativesmeetingthesecriteria.Therearemanysuchinitiatives,but thetwoconditionsproduceamanageablenumber. SE4All’sgoalsbroadenedthecategoryofinitiativesintwoways.Oneisitsfocusonaccesstoenergy, particularlyimportantincountrieslikeIndiawheremanystillarewithoutaccess.Also,thisresearch includedinitiativeswithaclimatechangefocus,recognizingthatelectricitygenerationisestimatedto produce41percentofenergy-relatedgreenhousegases(InternationalEnergyAgency2010)andistherefore renewableenergyisamajorconcernofsuchinitiatives. Toillustratemorethetypesofchangeglobalnetworkinitiatives,somearedescribedby categorizationbasedontheirorganizationaltypeofparticipants: • IntergovernmentalOrganization(IGO)ChangeInitiatives:IGOsarenetworksofnational governments,andincludetheUNanditsagenciesandtheWorldBankGroup. • Non-GovernmentalOrganizationNetworks:Theseareofteninvolvedinlobbyingandinformation sharing,butalsoinresearchandpilotprojects.TheyincludetheClimateActionNetwork,WWF GlobalandClimateworksFoundation(anetworkoffoundations). • TradeAssociations:Renewableenergycompanieshaveformednetworks,suchastheInternational SolarEnergySociety. • Sustainability-FocusedBusinessNetworks:Thisincludesnetworksoftraditionalplayerssuchas electricutilitiesthathaveformedtheGlobalSustainableElectricityPartnership,andtheWorld 12 BusinessCouncilforSustainableDevelopmentthathasabroaderagendathatincludesanelectricity initiative. • Inter-SectoralCollaborations:TheCarbonDisclosureProjectandRenewableEnergyNetworkfor the21stCenturyaregoodexamples.Severalnetworksfocusedonmeasurementalsoareincluded here,suchastheGlobalReportingInitiative,whichhasanelectricutilitiessectorsupplement. • ResearchInitiatives:ResearchinstitutesoftenhavenetworkedresearchsuchastheMassachusetts InstituteofTechnology’sEnergyInitiative,whichhasseveral. Thissystemboundaryprovidedthebasisforthedatacollection.Identifyingthesetofchange initiativesthatcanbeconsideredreasonablycomprehensivewasamajorconcern,evenwiththerestrictions described.Aninitialsetofglobalchangeinitiativeswereidentifiedthroughwebsearchesandknowledgeof theresearchteam.Initiatives’webaddresses(seeds)werecollectedtoconductwebcrawls,amethodology thatidentifieswebsitesconnectedbyhyperlinksusingasoftware(www.issuecrawler.net)that“crawls”the web.Thismethodologyhasarisenwiththeworldwidewebforarangeofinvestigations.(Rogers2010)It producesbothvisualmapsofconnectionsandlistsofconnectedweb-sites.Thismethodforidentificationof organizationsisparticularlyappropriateforglobalchangeissuedomainssinceanyimportantorganization workingforglobalchangecanbeexpectedtohaveaweb-siteofrelativesophistication(anexpectationthat doesnotnecessarilyholdformoregeographicallyconstrainedissuedomains).Theseedlistofweb-sites producednewsitesthatmetthestudyparameters,andthesewereaddedtothelistofseeds.Thesecrawls wererepeateduntilthelistofsitesidentifiedforanalysisusedasseedsdidnotproduceanynewsiteswithin theparametersdefiningchangeinitiatives. Thefinalcrawlproducedalistof213sites,notallfittingthestudyparameters.Figure1canbe consideredamapoftheglobalSCSforenergy,althoughitdoesnotincludetheentire213sites.TheUN(but notitsagenciessuchastheUNEP)hasbeenexcludedbecausetheUNisengagesinsuchanarrayofissues thatitslinkscouldbeconfusinganddominating.Thecrawlsproducedalistof65initiativesmeetingthe conditions. ThewebcrawlonitsownprovidesinterestinginformationaboutthestructureoftheSCSglobally. Largerdotshavemorehyperlinks.Thewebcrawlmapplacesweb-siteswiththeclosesthyperlinktiescloseto 13 eachothersimilarto“neighborhoods”insocialnetworkanalysis.Theresearchteamanalyzedthemapto understandwhatorganizationshadincommonindifferentpartsofthemaptodevelopthesegroupings: 1) Marketers:thosefocusedonmarketexchangesandinfluencingthem(includingmembersofthe productionsystem); 2) Enviros:thosewhoseprimaryconcernaboutenergyisitsenvironmentalimpact; 3) Efficients:thosefocusedprimarilyonenergyefficiencyconcerns; 4) Governors:inter-governmentalandgovernmentalorganizations; 5) Renewables:thosefocusedonrenewableenergyissues; 6) Advocates:thosewhofocusonadvocacyasachangestrategy;and 7) IQs:research-andscience-orientedorganizations. Figure1:Thewebcrawlmapofthechangesystemnetwork 14 Technology Subsystem Finance Subsystem TheChangeSystem ForElectricity (connectivetissueof visionandorganizing) Consumer Subsystem Policy Subsystem Service Provider Subsystem Figure2:TheFiveChangeSubsystems Understandingthesesevengroupingsasastructureunderlyingthechangesystemisuseful informationandtheircurrentorientation.Itexplainswhotheyfeelclosestto.However,itisnotnecessarilya structurethatisusefulforaSCS,sincemuchchangeactivityinherentlyinvolvesbringingtogetherdiverse stakeholderstotranscendtheircurrentrealities.Amoreusefulanalysiswouldbeofwhattheyareactually doingintermsoftheirmissionsandgoals. 3.2. FiveSCSSubsystems Therewasaninitialexploratorysetofinterviewsandreviewofdocumentationincludingweb-sites. Thisproducedaseconddata-gatheringframeworkthatincludedasurveystructureforgatheringandholding dataaboutindividualinitiatives.Thesedatawerethenanalyzedwithafocusonthequestions:“Whatare theydoing?Whyaretheresomanyinitiatives?” Atask-basedmodeloftheSCSwasdevelopedbygoingbackandforthbetweendatacollectionwith theorganizationsidentifiedandmodeldesign,reflectingagroundedtheoryapproach.(CorbinandStrauss 2014)Themissions,visionsandinterviewsproducedsomewaystoclassifyinitiativesintermsoftheway theydefinedtheirgoalsandtasks.Recursiverefinementandanalysisofthedataproducedataxonomyoffive setsofactivitiesthatincludeallchangeinitiativeactivityvis-à-visintegrationofsustainabilityintothe electricitysystem.TheseareseenasfivesubsystemsthatcollectivelyformtheglobalSCSforelectricity,as 15 summarizedinFigure2.Thesesubsystems’boundariesarebasedon(1)distinctchangetasksidentified throughanalysisofthechangeinitiatives’workandgoals,(2)goalsthatrequiredistinctcompetencies(e.g. policy-writinginthepolicysubsystem,versustechnologicalresearchintheinnovationsubsystem),and(3) distinctrolesandrelationshipsforstakeholders(e.g.governmenthasleadresponsibilityinthepolicy subsystem).AnyonechangeinitiativeisusuallyactiveinmorethanoneoftheseSCSsubsystems: PolicyChangeSubsystem:Thisisthepolicy-makingsystemofgovernmentalbodies,including regulatorsandlegislatorsatthelocal,national,regionalandgloballevels.Atthegloballevel,itisdominated bytheUNanditsagencies,theWorldBankGroup,theInternationalEnergyAgency,andtheInternational RenewableEnergyAgency(IRENA).Otherstakeholdersengageinco-productionofrulesandpolicies.For example,theClimateActionNetworkisparticularlyactiveinthissubsystemasaglobalnetworkofnongovernmentalorganizationslobbyingforcarbon-reducingpolicy. TechnologyChangeSubsystem:Thissubsystemproducesnewtechnologiesandisthepointof departurefortheinnovationsystemtradition.Itsinitiatingleadershipisresearchersandresearch organizations;withprototypingitinvolvesgovernmentagencies,NGOs,andcompaniesthataredeveloping newtechnologiesandinnovations.Forexample,theMassachusettsInstituteofTechnology’sEnergy Initiativehasnumerousinter-organizationalprojectstodevelopnewtechnologies.Scalingofinnovationsis partoftheserviceproviderchangesubsystem(below),thedistinctionbeingthatdifferentstakeholdersand competenciesarethenengaged. FinanceChangeSubsystem:Thissub-systemisaboutinnovatingandinfluencingfinancialmarkets andtoolstoenhancetheflowofcapitaltosustainableelectricityproduction.Thisincludesbothpublicand privatesectorcapital.TheWorldBank,forexample,isprototypingfinancialproductssuchasgreenbonds andtheCarbonDisclosureProjectaimstoinfluenceinvestmentpatternsbytrackingandpublicizingcarbon emissionsriskofcompaniesandcities. ServiceProviderChangeSubsystem:Thisreferstotheinfrastructurethatgenerates,transmits anddistributeselectricity.Historicallyitwouldbecloselyequatedwith“electricutilities”,bothpublicand private.However,technologicalinnovationsimplysignificantdisruptioninthissubsystem,with decentralizedgeneration.Leadingchangeinitiativesincludenetworksofutilities,suchastheGlobal 16 SustainableElectricityPartnershipandtheWorldBusinessCouncilforSustainableDevelopment’sElectricity UtilitiesProject. ConsumerChangeSubsystem:Thischangesubsystemisaboutdemandforelectricityandhowitis used,howtoinfluenceitandconsumers’changingroleintheemergingserviceprovidersystem.This subsystemalsoconnectstoculturalbeliefsandroutines.Strategicallyitisusefultodivideitintoindustrial, commercialandresidentialconsumers.TheGreenhouseGasProtocolandCaringforClimateareexamplesof globalinitiativesaimingtoinfluenceindustrialandcommercialdemand;EKOfocusesmoreonresidential. Thisfivesubsystemmodelgivesrisetotheimportantquestion:whatholdsthemalltogether? Sharedover-archinggoals,visionandprinciples/valuesarecommonlycorebindingmechanismsinmultistakeholdercollaborations(Gray1989),andcertainlyhaveimportantroles.Thismodelsuggeststhat creatingsomesortofstewardingmechanismforthesubsystemstoeffectivelyinteractcouldbecriticaltothe effectivenessofefforts.ItcanbeseenasrelevanttotheroleofSE4All,whichrefersto“fourenablingAction Areas(that)characterizecross-cuttingmechanismsdesignedtosupporteffectivesectoralactionandaddress existingobstacles.Theyinclude:EnergyPlanning&Policies;BusinessModel&TechnologyInnovation; Finance&RiskManagement;CapacityBuilding&KnowledgeSharing”(SE4All2014).Thefirstthreeofthese areanalogoustothePolicy,ServiceProviderandFinancesubsystems;thelastispresentedinthispaper’s modelasafunction;missingistheConsumptionChangeSubsystem. Thetheoreticalperspectivepresentedhereisthateachofthefivesubsystemsmustaddresseachof thesevenfunctions,inordertobeaneffectivesystem.Insomesubsystemsaparticularfunctionmightbe moreimportantorchallenging,buttheymustallbeaddressed.Forexample,thereisneedforprototyping legislationandregulation,newtechnologies,newfinancialinstruments,newserviceprovision(business) modelsandnewtypesofrolesforconsumers.Aswell,ataparticularmomentinachangesystem’s developmentaparticularfunctionmightbeofmoreimportance.Forexample,theKyotoProcessidentified problemsincreatingasharedvisionillustratedbythedeveloped-developingcountriesandotherdivides. 17 3.3. SevenChangeSystemFunctions Asdescribedalready,sevenfunctionshavebeenidentifiedasimportantforaneffectivechange system.Applicationtoglobalelectricitychangeinitiativesproducessomequiteclearillustrationsofthe functionsinoperations: • Visioning:SE4Allisplayingapre-eminentsystem-wideroleinthis.Itiscreatingamuchbroadervision thantheclimatechangeoneassociatedwiththeKyotoProcessbyincludingissuesofaccess.Itiscreating coherenceamongstIGOs:theWorldBank,forexample,hascategoricallyadoptedtheSE4Allgoalsasits own.However,everychangeinitiativehasitsownparticularfocusthatisthebasisforitsworkandis criticalforittomobilizeaction.TheElectricityGovernanceInitiative,forexample,holdsavisionofan electricitysectorthatistransparent,inclusiveandhasaccountabledecision-making.Issuesof effectivenessraisethequestionaboutwhethertheindividualvisionsaresufficientlyalignedwiththe broadchangesystemoneandtheindividualsubsystemones. • Organizing:Thechangesystemrequiresorganizingofeffortandstakeholdersinwaysthatprovide coherentaggregationofvoiceintoscaleinordertobeheard.Thechangeinitiativesthemselvesrepresent systemorganizingfortheirparticipants.Thisisobviouslytrueforthisstudy’spopulationboundaryof changeinitiativesthatarecollaborationsandnetworksoforganizations.Eachhasbroughtnumerous organizationstogethertoplaytheparticularfunction.Thetradeassociationsforrenewablessuchasthe GlobalSolarAlliance,playakeyroleinorganizingvoiceandeffortoftheiremergingindustry.However, organizingisalsoasignificantchallengeforchangeinitiativeswithinanorganizationsuchasautilityto playaroleinanetwork.Consumersareprobablythemostunder-organizedstakeholder,eventhough theyhasacriticalroleinthearising“pro-sumer”world(Insights2014). • Resourcing:Provisionoffinancialandpersonnelresourcesissomethingthatisfoundationalforanyof thechangeinitiativestobeabletoplaytheirrolesindividuallyandcollectively.Forthestudypopulation ofnetworks,resourcestypicallyareprovidedbyparticipantsinchangeinitiatives;insomecases, particularlyforNGOsandresearchwork,thisissupplementedbygovernmentorfoundationfunding. Thedevelopmentbanksarebigfundersinthepolicyandserviceprovidersubsystems.Climateworksisa collaborationoffoundationsfundingchangeglobally. 18 • Learning:Thisisanabsolutelycriticalfunctiontoaddresscomplexchangechallenges,whichrequire newwaysofthinkingaboutissuesandtakingaction.Mindsetsandcapacitiesarekeyissuesatthe individual,organizationalandsystemlevels.Thechangeinitiativesaregenerallyinvolvedinmore mundane,butalsocritical,learningchallengesaboutdevelopmentandexchangeofknowledgearising fromprototyping.Forexample,REN21providesapre-eminentmulti-stakeholdernetworkforcollective knowledgeproducts.TheWorldEnergyCouncilisamulti-stakeholdernetworkthatfocusesoncreating events,exchangesandpublicationstorealizeanaffordable,stableandenvironmentallysensitiveenergy systemforthegreatestbenefitofall. • Measuring:Manydifferentmeasuresareneededfordifferentaspects.Policymakingrequiresadistinct arrayofmeasures,suchasthosedevelopedbytheUnitedNationsFrameworkConventiononClimate Change(UNFCCC)onnationallevelcarbonemissions.Boththepolicyandconsumptionsubsystems dependonstandards-settingmeasuressuchasthoseproducedbyCollaborativeLabeling&Appliance StandardsProgram. • Advocating:Achangesystemrequiresadynamicthatprovidespressureandenergyforchange.The PrinciplesforResponsibleInvestment,andtheGlobal InvestorCoalitiononClimateChangeandits memberssuchasCERES,aregoodexamplesofadvocatingwithinthefinancecommunity;theClimate ActionNetworkhashadanimportantadvocatingroleintheUNFCCCprocesses. • Prototyping:Thiscouldbeconsideredpartofthelearningfunction,butitissocriticaltochangethatit isseparatedoutasitsownfunction.Itisusuallyassociatedwithnewtechnologies,suchasisbeing developedwiththeMITEnergyInitiative.However,actuallytestingnewwaysoforganizing,newpolicies, newfinancialproducts,andideastoinfluenceconsumptionareimportantaswell.TheRenewable EnergyandEnergyEfficiencyPartnership(REEEP)focusesonprototypingbothnewtechnologiesand financingapproaches. 3.4. ChangeProfiles Initiatives’programsandactivitieswerecodedforsubsystemfunction.Thisproduceda“Change Profile”dataframeworkforindividualchangeinitiatives.TheseProfilesconsistofonetableforeachofthe fivesubsystems,whichdescribesachangeinitiative’sroleinthesubsystembyfunction.Changeinitiatives 19 areactiveinmorethanonesubsystemandmorethanonefunction.AnillustrationoftheWorldBankinthe PolicySubsystemispresentedinTable2withcoreactivitieshighlightedingray.Ananalysisofrelevant WorldBankdocumentswasvalidatedininterviewwithBankemployeesbyreviewingwithstafftheir programsandreachingagreementinthewaytheywerecategorized.TheBank’sprofilesclarifiedthatits coreworkisinthePolicy,FinanceandServiceProvisionsubsystems,withparticularfunctionsasthetable belowillustratesforthepolicysubsystem. Table2:WorldBankPolicySubsystem Function Illustration SystemVisioning SE4All’svisionadopted SystemOrganizing EncouragingnationalgovernmentsaroundSE4Allvision Learning Studiesforindividualcountriesandformulti-countriesonspecificissues Powermarketstructure:revisitingpolicyoptions Studiesaboutcountries'experiences Energyefficiencycommunityofpractice StatusofEnergyReport Measuring LeadonGlobalTrackingFrameworkforSE4All Rankingofgovernmentsforbusinessandinvestmentre:energy Financing TechnicalAssistancetocountries Energypolicyandregulatoryreform GlobalOff-GridLightingAssociation Regional,sector-wideplanningresourcing Assistancetodevelopnetworkswithlike-mindedgovernments Pricingandtariffreformassistance Advocating Policyadvice Pricingtowardsmarket Inclusive,multi-stakeholderapproaches Prototyping 20 3.5. SystemicChangeMatrix Testingiftheapproachdiscussediscomprehensiblewithmodesteffortandspursusefuland operationalinsightsoccurredina1-1/2daymeetingoftheprojectteamandsixchangeinitiativeleaders. Afterintroducingthechangeinitiativesatthemeetingandthecoreconcepts,thechangeinitiative participantswereaskedtofillintheirownChangeProfiles.Theythenwrotetheinformationfromeachcell onpost-itnotesandputallthesepiecesonawallwithatablethatiscalledtheSystemicChangeMatrix (SCM);someprogramswereinmorethanonecell.ThisisawaytomaptheSCS. Table3:TheSystemChangeMatrix(SCM) Policy Technology Finance Service Provision Consumption Visioning Organizing Resourcing Learning Measuring Advocating Prototyping SomeoftheSCMcellshadseveralactivitiesfromseveralchangeinitiatives,whileotherswere sparselyinhabitedandsomewerebare.Ofcoursethiswasonlyapartialviewofthechangesystemsincefew initiativeswererepresented.However,theexerciseraisedquestionsforparticipantsaboutoverallcoherence andconvergence.Inparticular,itraisedquestionsaboutgapsinnecessaryactivityandthequalityof initiatives’strategicfocus.Italsoraisedquestionsaboutoverlaps,redundanciesandcoordinationwithin cells,whilerecognizingthatmostcellsrequiredactionbyseveralchangeinitiatives.Forexample: • Policy-measuringcell:TheIPCC,theUNFCCC,ICLEIandtheWorldBankareallinvolveddeeplyinpolicyorientedmeasuring.Aretherepolicymeasurescomprehensive?Sufficientlystandardized?Isthere duplicativeeffort?Canincreasedcoordinationproducesignificantbenefit? • Consumption-advocacycell:RE100andtheWorldFuturesCouncilarebothdevelopingglobalnetworks andcampaignsinthiscell;theywereunawareofthisprevioustothemeeting.Theyshouldlookfor synergies,collaborationandcoordination. 21 Aswellasthesespecificconcerns,theparticipantsexpressedexcitementthatthematrixprovided themwithatooltoidentifywhichchangeinitiatives,fromamongtheplethoraofacronyms,theyshouldfocus onintheirwork;theywereabletoovercomeasenseofbeinglostatsea.Participantsdemonstratedthatthe modelis(1)comprehensiblewithmodestcommitment,(2)providesagoodwaytodevelopavalid comprehensiverepresentationforthemofreality,(3)holdspotentialstrategicinsights,and(4)warrants furtherdevelopment. Note:Themorespecificcontentofthedataisthetopicofanotherarticleandisbeyondthescopeof thisone;thisoneaimstosimplypresenttheresultingmethodology. 4. Discussion DevelopingeffectiveSCSsiscriticaltorespondtowickedproblems.Theirdevelopmentandthe methodologydescribedherereflectLoorbach’scallforsystemicinnovation:“approaches,theoreticallyand practically,thatseektocreateconditionsfavorabletotheco-evolutionarydevelopmentofnewwaysof thinking,organizingandpracticingarounda(technologicalorother)alternative.”(Loorbach2014)p.40This co-evolutionarydynamicisinherentinwickedproblems,asacomplexityofrelationshipsbetween individualsandorganizationscontinuallychanges,newopportunitiesemergethatcanevenredefinea challenge,andcontinualexperimentationistakingplacetodeveloprangesofusefulandappropriate responsestoanissue.Distinguishingbetweenchangesystemsandproductionsystemswithrespectto wickedproblemscreatesaframeworkfordevelopingcomprehensivelargesystemschangeresponseswhere technologytakesanappropriateroleamongstotherkeyfactors. Althoughsystemsthinkingandstrategiesarerecognizedasparticularlyimportantforwicked problemssuchasrealizingSE4All’sgoals,acorechallengeistofindmethodologiesandtoolsthatcandevelop systemsunderstandingandproduceoperationalizableinsights(Loorbach2007;Sengeetal.1999;Sengeetal. 1994;Waddelletal.2015a).Tothisend,awidevarietyofmappingtoolshavebeendevelopedsuchassocial networkanalysis(BorgattiandFoster2003;KrebsandHolley2004;Sharma2011),valuenetworkanalysis (Allee2008),mappingforclarity(Ritchie-DunhamandPuente2008;Ritichie-DunhamandRabbino2001), webcrawls(Rogers2009;Rogers2010)andsystemdynamicsanalysis(Bar-Yam2003;Forrester1971(1995 reprint);Sterman2000).Eachhasitsparticularvalue.(Waddell2011;Waddell2016) 22 ThroughtheSCMmappingexercise,participantseasilygraspedtheconceptofachangesystemand identifiedquestionsabouthowtheirownchangeinitiatives’actionscouldbestrengthenedbythinking systemically.Theyalsoidentifiedtheneedtodevelopawillingnessamongstchangeinitiativestointeract differentlytorealizethisbenefit,whichisacommoninsightarisingfromsystemsmapping(Sengeetal.2007; TulderandPfisterer2013;Waddell2005).Thegeneraldirectionisashiftinaccountabilityfromsimplythe goalsofachangeinitiative,tothepriorityneedsofthechangesystemaswell. ThisarticlepresentsamethodologyfordevelopingeffectiveSCSs,withtheSCMbeingavaluabletool. ThestepsinthemethodologyaresummarizedinTable4.Specificmethodsareidentifiedincludingones referencedinthisarticle,butothersarealsoavailable.Althoughtheprojectbehindthisarticleendedwiththe meetingofchangesystemparticipants,twofurtherstepswouldbeobvious.Oneistoimplementactionto strengthentheSCSandinitiatives’changeefforts:thismayinvolveexperimentsonhowtodosomethingnot previouslydone;pilotingtentativeanswersarisingoutofexperiments;and/orsimplyimplementingactions ifasolutionisreadilyapparent.TheseactionstoaddressSCSgaps,realizepotentialsynergiesofeffort,andto addressunproductivecompetitionandconflictwouldbegreatlyenhancediftheywerecategorically accompaniedbyalearningagendaabouthowtodothis.Undertakingthisasactionlearningwouldprovidea disciplinedimplementation,capacitydevelopmentandidentificationoflessonstointegrateintonextsteps andwithothersfacingsimilarchallenges.(CoghlanandCoughlan2011;MorganandRamirez1983) Table4:TheSCSMethodology Action Step1 Identify universeof actors Possible • Webcrawl methods • Social Network Analysis • Snowball sampling Lead actors • SCS Steward • Experts Step2 Identify issuesubsystems Step3 Map efforts • Recursive • Change grounded profiles theory • Systemic Change Matrix • Mapping forClarity • SCS • SCS Steward Steward • Experts • Experts • SCS members Step4 Step5 Step6 Identify actionsto strengthen theSCS • SCS member action planning meeting Action implementtation Learning • Experimentation • Piloting • Project implement ation • Action learning • SCS Steward • SCS members • SCS members • SCS Steward • SCS members 23 ConventionalresearchrequiredinthefirsttwostepsshouldbecombinedwithengagementofSCS membersinsubsequentstepsinanactionresearchprocess:onecharacterizedbycollectiveownershipofthe SCSmembersandresearcherstoensuretheworkisrelevantandunderstood.(Bradbury2015)The usefulnessofthemethodologywilldependontheconversationsandactionsitprovokes.SCSmembers shoulddotheanalysistobuildtheirunderstandingandprovideinsightsforactionfromadeeplyinformed perspective.Thisemphasizestheimportanceoftreatingthestepsasthebasisforariffinconjunctionwith othermethodssuchasonesindevelopingmeetings,actionplanningandimplementing.Particularlyinaction implementation,othermethodssupportinglargesystemschangearerequiredsuchasothersystemic visualizationtools,dialogiconessuchasappreciativeinquiry,socialinnovationlabs,anddiagnostic approachessuchascognitiveandcollectiveintelligenceones.Largesystemschangechallengesrequire developmentanduseofasuiteoftoolsandmethods. TheTableprovidesthebasisforgreatlysharpening,refiningandimprovingtheactivitydescribed above.Forexample,themeetingofSCSmemberswashandicappedbylackofclarityofwhatcouldbe producedbytheirpresence;amuchclearervaluepropositioncannowbemadethatdescribeshowtheir participationcangreatlystrengthentheirchangeefforts.Aswell,themeetingcanbedesignedcategorically aroundidentificationofactionstostrengthentheSCS,ratherthanvalidatingitasanapproachand discoveringhowtoexplainthematrix. AnewtypeofagentisneededtosupportdevelopmentofanSCSandthebasicshiftfromanalmost mono-focusofchangeinitiativesononlytheirowngoals,totheneedsofthebroaderSCSandhowtheycan contributetoitsneeds.AswellasexpertsandSCSmembers,Table4identifiesacriticalroleforSCSStewards, aroleassociatedwithorganizationslikeSE4All.IntroducingtheSCSasaframeworkhasgreatpotentialto sharpentheworkofsuchentities.CurrentlySE4Allisfocusedon“thematicissues”suchasenergyefficiency asitscoreorganizingframework.Theanalysissuggestsvalueinit: • FramingtheworkasstewardingthedevelopmentoftheSCS:Thisclearlymovestheworkfrom involvementinanywayintechnologyandtheproductionsystem,tofocusentirelyonrelationshipsand flowswithintheSCSinwaysthatreflectcomplexsystemlogicsofself-organizing,emergence,directional nudges,learning,andexperimentation. 24 • Organizingactivitiesaroundsubsystemsthatareidentifiedabductively:ForSE4Allthiswouldmean creatingfivecoreactivitiesaroundthefivesub-systems.Althoughotherhistoricworksuggeststheseven activitiesarethesameforanySCSissue,thesub-systemsmaybedifferentandwillrequiredefinition. • Creatingon-goinganalysisofthehealthoftheSCSandstuckpoints:Theseanalysescanhelpidentify highleveragepointstosupportcoherencetoguideaction;forexample,theymayidentifyaspecificSCM cell(e.g.consumption-resourcing)orfunction(e.g.advocating)thatneedsattentionandactioncanbe takenwhichbringstogetherthoseworkingonthestuckpointstofreethemup. • Accessinganddevelopingcompetenciesinlargesystemschange:Framingthechallengeasachangeone bringstheneedforchangecompetenciestothefore.Thisincludessuchthingsashighcompetencyin scenariodevelopment,generative,participatoryandothermeetingprocesses,conflictresolution,social media,mapping,andbigdatamanagement. Inundertakingthiswork,anSCSStewardcanalsobringattentiontoshiftingprioritiesandstructures oftheSCSsubsystems.DiscussionatthemeetingofelectricitySCSleaderspointedoutthatthesubsystems boundariesarechangingwithrespecttothedistinctionsbetweenconsumersandserviceprovidersthatthe modelhadtotakeintoaccount.Thechangesystemfocusbroughtuptheoverarchingissueofthetraditional productionsystembeingresistanttochangeforavarietyofreasons,andthatresilienceandadaptivecapacity (i.e.:on-goingchangecapacity)arekeyqualitiesthatthechangesubsystemsmustencouragetheproduction systemtodevelop.TheSCSframeworkalsoraisedquestionsabouthowthesystemschangeapproachcan dealwiththeissuesofpowerinitsmanyformsthataSCSStewardshouldhelptoaddress;thisisoftena sourceof“stuckness”thatusuallydemandscollectiveactionbychangeproponents.Anadditionalquestionis abouttheroleofstakeholdersineachcell–isthearrayandnumberofstakeholdersnecessarysufficiently engagedforthecelltobeeffectivelydeveloped? Thesequestionsaboutgenerationofcoherenceandconvergenceleadtodiscussionbymeeting participantsaboutthenextactionsfordevelopmentoftheSCMasaSCStool.InthatmeetingtheentireSCM atthegloballevelwasthefocus.However,someothercategoriesforactionemergedwheretheSCMand partsofitcouldbeusedtosupportcoherenceandconvergence: 25 1) Bygeography:Regional,nationalandsubnationaljurisdictionsandeco-regionscanbethebasisfor applyingtheanalysistoimprovechangeefforts.Giventhenationalleveliscriticalforelectricitysystem change,itappearsaparticularlyappropriateleveloffocus. 2) Bysubsystems:Lookingacrossthefunctionsofasubsystemcouldhelpdeepensuccessofaparticular subsystem. 3) Bychangeinitiative:ParticipantssawvalueinapplyingtheSCMtotheirownactivitiestosharpentheir ownstrategyandpriorities. 4) Bychangeprojectortechnology:Issuessurroundingaparticularactivitysuchasacross-boundary transmissionlineoradoptionofadecentralizedenergygridcouldbenefitfromtheSCMapproach. 5) Bycell(s)withintheSCM:Therecouldbevalueintakingonaparticularfunctionwithinoracrossone ormoresubsystems.Forexample,whoisdoingmeasuringinthepublicpolicyandfinancesubsystems? Collectivelyarethemeasuringactivitiescomprehensive?Aretheirissuesofintegrationand comparability? Thedivisionintocellsisbestusedtoclarifyrolesandidentifykeyleveragepointsforaction.The SCMshouldalsobetestedwithissuesinadditiontosustainableenergy,sincethereisgoodreasontobelieve thatthechangesystemstructuresarenotgeneric.Aswell,differentissuesandatdifferentmomentsina changechallenges’life,differentsubsystemsorevencellswouldbelikelymoredemandingofattention. Additionally,theSCMhaspotentialtobeusedacrossscales,whichwouldmakeitusefulforthoselookingat changechallengesgloballyaswellasmorelocally. WhiletheseSCMdivisionscanbeuseful,itisimportantnottoforgetthatthepowerofSCSand accompanyingmethodologymustbeconsideredasawhole;takingapartofitandfocusingjustonthatpart’s performancewilldolittletostrengthenthesystemasawhole. 5. Conclusions DevelopingSCSsinthetraditionofcomplexadaptivesystemsisapowerfulconcepttoaddress wickedproblems.SCSsreflectthedistinctionthatGeelsmakesbetween”innovationsystemapproaches”and “systeminnovation”.(Geels2013)Callingforchangesystemsdevelopmentisveryalignedwithnumerous callstofocusonthedevelopmentofresilienceandadaptivecapacityasaresponsetoclimatechangeand 26 uncertainfutures.(BensonandGarmestani2013;Berkes,ColdingandFolke2002;Folkeetal.2005)This articlebuildsonsomeinsightsfromthattradition,butreframesthefocusasdevelopmentofaSCStoaddress significantchallengesofcoherenceandconvergenceamongstchangeefforts. AmethodologyfordevelopingpowerfulSCSsconsistsofsixstepstodescribetheSCS,identifyactions inresponsetotheresultinginsights,andimplementthoseactions.Theseprovidethebasisforchangeleaders tounderstandtheirparticularroleintheSCSandenhancetheircontributiontoitspowertorealizechange. Changeleadersmustbeableto“see”thesystemandtheirroleinit,andtherearevariousmapping methodologiestosupportthis;anewonedevelopedhereespeciallyforSCSisthesocietalchangematrix.It shiftsfocusfromasinglechangeinitiative’sefforttotheneedsoftheSCS;italsoshiftsanindividualchange initiative’ssenseofaccountabilitytotheprioritiesofthesystemandhowachangeinitiative–givenits particularresources,competenciesandrelationships–canbestcontributetothosepriorities. Tosupportandrealizethepotentialvalueofthisshiftalsorequiresrefinement–indeed,invention– ofSCSStewards.Thereisneedforanagentwithsystemlegitimacy,powerandcompetencytonurtureand, whenappropriate,pushchangeinitiativestoaddresstheSCSneedsforarobust,coherentsetofactions.The SCSStewardroleistocreatespaces,encountersandsupportingrelationshipsbetweenchangeinitiativesto seeandaddressgapsineffort,unproductiveduplicationandcompetition,andpotentialsynergies.The opportunityandpriorityofthesewillshiftasaSCSdevelopsandthechangematures.Thisisnotabout coordination;therearemanytoomanychangeinitiativesinanysignificantSCSforthat.InLoorbach’s typologyoffourtransitionmanagementactivities,theroleofSCSStewardslikeSE4Allisinstrategicand reflexiveactivities,withsupportfortacticalonesandlittleroleinoperationalactivities.(Loorbach2010)The linearco-ordinationoftacticalandoperationalactivitycanariseoutofSCSStewardinterventionsthat supportsmallgroupsofchangeinitiativestodiscoverandimplementnewwaysofacting,drivenbynotjust theirowninitiatives’goals,butthepriorityneedsoftheSCS. Theseideasshouldbetakeninthecontextofcomplementaryworkaboutactionforlargesystems change(Waddell2016;Waddelletal.2015b),transitionmanagement(Loorbach2010;Rotmans,Kempand Asselt2001;RotmansandLoorbach2009)andcollaborativeproblem-solving(AustinandSeitanidi2012; Gray1989;KaniaandKramer2011;Sengeetal.2007).Incontrasttoindependentinitiatives,projects, organizations,andinstitutions,developingchangesystemsrequiresthedevelopmentofbridging 27 organizations,learningsystems(SnyderandWenger2004),andcollaborativespacesandnetworks.(Brown 2015;Hassan2014;Tapscott2014;TulderandPfisterer2013;Waddell2011;Westley,GoebeyandRobinson 2012)Thesestructuresaimtosupportemergenceofspecificcoordinatedconvergentactionamongstchange initiativesthatshareatask,butthefocusoftheSCSStewardisonthebroader,loosergoalofcoherence. SupportingemergenceofaneffectiveSCSisataskthatrequireslong-termandsubstantialeffort.In essence,SCSsalreadyexistinanyissuearena,buttheyareofvariousstagesofdevelopmentandlackidentity. RenderingtheSCSmanifestanddevelopingitsidentitythroughactionstocreatecoherenceandconvergence holdpromisetogreatlyimprovetheeffectivenessoflargesystemschangeefforts.Tothisend,theSCMcanbe avaluabletool.However,thepowerofSCSStewardsandtheirassociatedconceptsarestillinearlystagesof validationanddemonstration.Theyneedtomovetotheirownprototyping,andthisrequiresenhancingthe actionresearchstrategytodeveloptheworkincollaborationwithchangesystemstakeholders,primarilythe changeinitiatives. ImplicationsforThoseAddressingWickedProblems 1) Toaddresswickedproblems,holdcentraltheconceptsofSocietalChangeSystemdevelopment, coherenceandconvergence 2) Withrespecttoanyissue,anSCSalreadyexists,representedbyeffortstoaddresstheissue.Givingit consciousnessandsupportingitsdevelopmentarekeytaskstoaddressawickedproblem. 3) DevelopSCSsubsystemsaroundtheimperativesidentifiedinyourparticularissueSCS. 4) UnderstandaSCS’ssuccessisrelatedtotheabilitytorealizesevenfunctions:visioning,organizing, resourcemobilization,learning,measuring,advocatingandprototyping. 5) ToadvanceanSCS’sdevelopmentactintermsofthesixstepmethodology,drawonarangeofmethods, andundertakeconventionalandactionresearch. 28 Bibliography Ackoff,RussellL.1991."Scienceinthesystemsage:beyondIE,OR,andMS."Pp.325-35in FacetsofSystemsScience:Springer. Ackoff,RussellLincoln.1974.RedesigningtheFuture:ASystemsApproachtoSocietal Problems(by)RussellL.Ackoff:Wiley. Alkemade,Floortje,MarkoPHekkert,andSimonaONegro.2011."Transitionpolicyand innovationpolicy:Friendsorfoes?"EnvironmentalInnovationandSocietal Transitions1(1):125-29. Allee,Verna.2008."ValueNetworkAnalysisandvalueconversionoftangibleandintangible assets."JournalofIntellectualCapital9(1):5-24. Annan,kofi.2000."'WethePeople's':TheRoleoftheUnitedNationsinthe21stCentury." NewYork,NY,USA:UnitedNations. Austin,JamesE.,andM.MaySeitanidi.2012."CollaborativeValueCreation:AReviewof PartneringBetweenNonprofitsandBusinesses:PartI.ValueCreationSpectrumand CollaborationStages"NonprofitandVoluntarySectorQuarterly(5). Bar-Yam,Yaneer.2003.DynamicsofComplexSystems.Boulder,CO,USA:WestviewPress. Bauknecht,Dierk,andMartinCames.2009.Innovationforsustainableelectricitysystems: Exploringthedynamicsofenergytransitions:Springer. Benson,MelindaHarm,andAhjondSGarmestani.2013."Aframeworkforresilience-based governanceofsocial-ecologicalsystems."EcologyandSociety18(1):9. Bergek,Anna,MarkoHekkert,andStaffanJacobsson.2008."Functionsininnovation systems:Aframeworkforanalysingenergysystemdynamicsandidentifyinggoals forsystem-buildingactivitiesbyentrepreneursandpolicymakers."Pp.79-111in InnovationforaLowCarbonEconomy:Economic,InstitutionalandManagement Approaches,editedbyTimothyJ.Foxon,JonathanKöhler,andChristineOughton. Northampton,MA,USA:EdwardElgarPublishing,Inc. Bergek,Anna,StaffanJacobsson,BoCarlsson,SvenLindmark,andAnnikaRickne.2008. "Analyzingthefunctionaldynamicsoftechnologicalinnovationsystems:Ascheme ofanalysis."ResearchPolicy37(3):407-29. Berkes,Fikret,JohanColding,andCarlFolke.2002.Navigatingsocial-ecologicalsystems: buildingresilienceforcomplexityandchange:CambridgeUniversityPress. Bertalanffy,LudwigVon.1968.GeneralSystemTheory.NewYork:GeorgeBraziller Borgatti,StephenP.,andPaceyC.Foster.2003."TheNetworkParadigminOrganizational Research:AReviewandTypology."JournalofManagement29(6):991-1013. Bradbury,Hilary.2015."Introduction:HowtoSituateandDefineActionResearch."Pp.112inTheSageHandbookofActionResearch,editedbyHilaryBradbury.Boston: Sage. Brown,L.David.1980."PlannedChangeinUnderorganizedSystems."Pp.181-208in SystemsTheoryforOrganizationDevelopment,editedbyT.G.Cummings.Chichester, UK:Wiley. —.1991."BridgingOrganizationsandSustainableDevelopment."HumanRelations 44(8):807-31. —.2015."Bridge-BuildingforSocialTransformation."StanfordSocialInnovationReview Winter:34-39. Churchman,C.West.1967."GuestEditorial:WickedProblems."ManagementScience 14(4):B141-B42. Coghlan,David,andPaulCoughlan.2011."TransformingNetworksthroughNetworkAction Learning."ODPractitioner43(2):2-6. 1 Corbin,Juliet,andAnselmStrauss.2014.Basicsofqualitativeresearch:Techniquesand proceduresfordevelopinggroundedtheory:Sagepublications. Drucker,PeterFerdinand,PeterFDrucker,andPeterFDrucker.1967.Theeffective executive:HeinemannLondon. Durkheim,Emile.1966[1893].OntheDivisionofLaborinSociety.NewYork,NY,USA:The FreePress. Edenhofer,Ottmar,RamónPichs-Madruga,YoubaSokona,KristinSeyboth,SusanneKadner, TimmZwickel,PatrickEickemeier,GerritHansen,SteffenSchlömer,andChristoph vonStechow.2011.Renewableenergysourcesandclimatechangemitigation:Special reportoftheintergovernmentalpanelonclimatechange:CambridgeUniversityPress. Folke,Carl,ThomasHahn,PerOlsson,andJonNorberg.2005."Adaptivegovernanceof social-ecologicalsystems."Annu.Rev.Environ.Resour.30:441-73. Forrester,Jay.1971(1995reprint)."Counterintuitivebehaviorofsocialsystems."Theory andDecision2(2). Geels,Frank.2013."SystemInnovation:Concepts,dynamicsandgovernance."inWorking PaperonInnovationandTechnologyPolicy.Paris,France:OECD. Geli-Mann,Murray.1994."Complexadaptivesystems."Complexity:Metaphors,modelsand reality:17-45. Gray,BarbaraG.1989.Collaborating:FindingCommonGroundforMultipartyProblems.San Francisco:Jossey-Bass. Gulati,Mohinder.2014."ChiefOperatingOfficer,SustainableEnergyforAll."inGOLDEN EnergyEcosystemLab,editedbySteveWaddell.Unpublished. Hassan,Zaid.2014.TheSocialLabsRevolution:ANewApproachtoSolvingourMostComplex Challenges.SanFrancisco,CA,USA:Berrett-Hoehler. Hekkert,M.P.,R.A.A.Suurs,S.O.Negro,S.Kuhlmann,andR.E.H.M.Smits.2007."Functionsof innovationsystems:Anewapproachforanalysingtechnologicalchange." TechnologicalForecastingandSocialChange74:413-32. Holland,JohnH.1992."Complexadaptivesystems."Daedalus:17-30. Insights,SmartGrid.2014."TheProsumerEnergyMarketPlace." http://smartgridinsights.com/standard/prosumer-energy-market-place/:Zpryme. InternationalEnergyAgency.2010.EnergyTechnologyPerspectives2010:Scenariosand Strategiesto2050:OrganisationforEconomicCo-operationandDevelopment. Johnson,Anna.2001."Functionsininnovationsystemapproaches."inPaperforDRUID’s Nelson-WinterConference. Kania,John,andMarkKramer.2011."CollectiveImpact."StanfordSocialInnovationReview Winter:36-41. Krebs,Valdis,andJuneHolley.2004."BuildingSustainableCommunitiesThroughSocial NetworkDevelopment."TheNon-ProfitQuarterly10(4):40-53. Levin,SimonA.1998."Ecosystemsandthebiosphereascomplexadaptivesystems." Ecosystems1(5):431-36. Loorbach,Derk.2010."Transitionmanagementforsustainabledevelopment:aprescriptive, complexity‐basedgovernanceframework."Governance23(1):161-83. —.2014."ToTransition!GovernancePanarchyintheNewTransformation."Rotterdam: FacultyofSocialSciences,ErasmusUniversity. Loorbach,DerkAlbert.2007.TransitionManagement:Newmodeofgovernancefor sustainabledevelopment.Utrecht,TheNetherlands:InternationalBooks. Markard,Jochen,RobRaven,andBernhardTruffer.2012."Sustainabilitytransitions:An emergingfieldofresearchanditsprospects."ResearchPolicy41(6):955-67. 2 Markard,Jochen,andBernhardTruffer.2008."Technologicalinnovationsystemsandthe multi-levelperspective:Towardsanintegratedframework."ResearchPolicy 37(4):596-615. Merton,Robert.1949/1968."ManifestandLatentFunctions."Pp.73-138inSocialTheory andSocialStructure.NewYork:FreePress. MillenniumEcosystemAssessment.2005.MillenniumEcosystemAssessmentFindings: MillenniumEcosystemAssessment. Morgan,Gareth,andRafaelRamirez.1983."ActionLearning:AHolographicMetaphorfor GuidingSocialChange."HumanRelations37(1):1-28. Nelson,RichardR.1993."Nationalinnovationsystems:acomparativeanalysis."University ofIllinoisatUrbana-Champaign'sAcademyforEntrepreneurialLeadershipHistorical ResearchReferenceinEntrepreneurship. Ostrom,Elinor.2009."AGeneralFrameworkforAnalyzingSustainabilityofSocialEcologicalSystems."Science325(5939):419-22. Parsons,Talcott.1967.SociologicalTheoryandModernSociety.NewYork,NY,USA:Free Press. Provan,KeithG.,AmyFish,andJoergSydow.2007."InterorganizationalNetworksatthe NetworkLevel:AReviewoftheEmpiricalLiteratureonWholeNetworks."Journalof Management33(3):479-516. Reinicke,WolfgangH.1999-2000."TheOtherWorldWideWeb:GlobalPublicPolicy Networks."ForeignPolicy(Winter):44-57. Rischard,Jean-Francois.2002.HighNoon:20GlobalProblems,20YearstoSolveThem.New York,NY,USA:BasicBooks. Ritchie-Dunham,JamesL,andLuzMaríaPuente.2008."Strategicclarity:actionsfor identifyingandcorrectinggapsinmentalmodels."LongRangePlanning41(5):50929. Ritichie-Dunham,James,andHalRabbino.2001.ManagingfromClarity:Identifying, AligningandLeveragingStrategicResources.Chichester,UK:JohnWiley&Sons,Ltd. Rittel,HorstWJ,andMelvinMWebber.1973."Dilemmasinageneraltheoryofplanning." PolicySciences4(2):155-69. Roberts,Nancy.2000."Wickedproblemsandnetworkapproachestoresolution." Internationalpublicmanagementreview1(1):1-19. Rogers,Richard.2009.TheEndoftheVirtual:DigitalMethods.Amsterdam,TheNetherlands: AmsterdamUniversityPress. —.2010."MappingpublicwebspacewiththeIssuecrawler."Digitalcognitivetechnologies: Epistemologyandtheknowledgeeconomy:89-99. Rotmans,Jan,RenéKemp,andMarjoleinvanAsselt.2001."Moreevolutionthanrevolution: transitionmanagementinpublicpolicy."Foresight3(1):15-31. Rotmans,Jan,andDerkLoorbach.2009."ComplexityandTransitionManagement."Journal ofIndustrialEcology13(2):184-96. SE4All.2014."FlagshipProgrammes."http://www.se4all.org/actions-commitments/: SustainableEnergyforAll. Sen,Amartya.2000.DevelopmentasFreedom.NewYork,NY,USA:AlfredA.Knopf. Senge,Peter,ArtKleiner,CharlotteRoberts,RichardRoss,GeorgeRoth,andBryanSmith. 1999.TheDanceofChange:TheChallengestoSustainingMomentuminLearning Organizations.NewYork,NY:CurrencyDoubleday. Senge,PeterM.,BenyaminB.Lichtenstein,KatrinKaeufer,HilaryBradbury,andJohnS. Carroll.2007."CollaboratingforSystemicChange."MITSloanManagementReview 48(2):44-53. 3 Senge,Peter,RichardRoss,BryanSmith,CharlotteRoberts,andArtKleiner.1994.TheFifth DisciplineFieldbook.NewYork,NY:CurrencyDoubleday. Sharma,Dhruv.2011."IntegratingSocialNetworkAnalysis&OrganizationalDevelopment." SSRNeLibrary. Snowden,Dave.2005."Strategyinthecontextofuncertainty."HandbookofBusiness Strategy6(1):47-54. Snowden,DavidJ.,andMaryE.Boone.2007."ALeader'sFrameworkforDecisionMaking." HarvardBusinessReview85(11):68-76. Snyder,WilliamM.,andEtienneWenger.2004."OurWorldasaLearningSystem:a Communities-of-PracticeApproach."Pp.35-58inCreatingalearningculture: strategy,technology,andpractice,editedbyMarciaL.ConnerandJamesG.Clawson: ThePressSyndicateoftheUniversityofCambridge. Sovacool,BenjaminK.2008.TheDirtyEnergyDilemma:What'sBlockingCleanPowerinthe UnitedStates:What'sBlockingCleanPowerintheUnitedStates:ABC-CLIO. Sterman,John.2000.BusinessDynamics:Systemsthinkingandmodelingforacomplexworld. NewYork,NY,USA:Irwin/McGraw-Hill. Stirling,Andy.2014."Transformingpower:Socialscienceandthepoliticsofenergy choices."EnergyResearch&SocialScience1(0):83-95. SustainableEnergyforAll.2014."Homepage."http://www.se4all.org/about-us/. Tapscott,Don.2014."IntroducingGlobalSolutionNetworks:UnderstandingtheNewMultiStakeholderModelsforGlobalCooperation,ProblemSolvingandGovernance." Innovations9(1-2):3-46. Trist,E.1983."ReferentOrganizationsandtheDevelopmentofInter-Organizational Domains."HumanRelations36(3):269-84. Tulder,Robvan,andStellaPfisterer.2013."CreatingPartneringSpace."inSocial PartnershipsandResponsibleBusiness:AResearchHandbook,editedbyMaySeitanidi andAndrewCrane:Routledge(TaylorandFrancis). Waddell,Steve.2005.SocietalLearningandChange:HowGovernments,BusinessandCivil SocietyareCreatingSolutionstoComplexMulti-StakeholderProblems.Sheffield,UK: GreenleafPublishing. —.2011.GlobalActionNetworks:Creatingourfuturetogether.BocconiUniversityon Management.Hampshire,UK:Palgrave-Macmillan. —.2016.ChangefortheAudacious:adoers'guidetolargesystemschangeforaflourishing future.Boston,MA,USA:NetworkingAction. Waddell,Steve,MillaMcLachlan,GretaMeszoely,andSandraWaddock.2015a."LargeScale ChangeActionResearch."Pp.538-48inActionResearchHandbook,editedbyHilary Bradbury:Sage. Waddell,Steve,SandraWaddock,SarahCornell,DomenicoDentoni,MillaMcLachlan,and GretaMeszoely.2015b."LargeSystemsChange:AnEmergingFieldof TransformationandTransitions."JournalofCorporateCitizenship(58):5-30. Waddock,Sandra,GretaM.Meszoely,SteveWaddell,andDomenicoDentoni.2015."The complexityofwickedproblemsinlargescalechange."JournalofOrganizational ChangeManagement28(6):993-1012. Weber,K.Matthias,andHaraldRohracher.2012."Legitimizingresearch,technologyand innovationpoliciesfortransformativechange:Combininginsightsfrominnovation systemsandmulti-levelperspectiveinacomprehensive‘failures’framework." ResearchPolicy41(6):1037-47. Westley,Frances,SeanGoebey,andKirstenRobinson.2012."ChangeLab/DesignLabfor SocialInnovation."WaterlooOntario,Canada:WaterlooInstituteofSocial InnovationandResilience. 4 Westley,Frances,PerOlsson,CarlFolke,ThomasHomer-Dixon,HarrieVredenburg,Derk Loorbach,JohnThompson,MånsNilsson,EricLambin,andJanSendzimir.2011. "Tippingtowardsustainability:emergingpathwaysoftransformation."AMBIO 40(7):762-80. Westley,Frances,andHarrieVredenburg.1991."StrategicBridging:TheCollaboration betweenEnvironmentalistsandBusinessintheMarketingofGreenProducts." JournalofAppliedBehavioralScience22(1):65-90. Wikipedia.2014."Ecosystem."http://en.wikipedia.org/wiki/Ecosystem. 5
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