thesis - ddd.uab.cat · cooke, b.m. ⏐ examining the gears of climate change scepticism (2018) 5...
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MASTERTHESIS
Examiningthegears
ofclimatechangescepticism
MastersDegreeinPoliticalScience
BenCooke
Supervisor:EnriqueHernández
SubmittalDate:14/06/2018
DefenceDate:19/06/2018
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 1
ABSTRACT
Theliteratureisconcentratedinstudyingsomeaspectsofanthropogenicclimatechange
skepticism,insomeregions,butissporadicinmostfacetsandgeographies.Thisstudy
attemptstopartiallyaddressthatgapbydevelopingaquantitativemodeltodiscernthe
effectofneoliberalismasasocio-economicsystem,andgovernanceasaharbingerfor
psychologicalattitudes,onclimatechangedenial.Theempiricalresults,usingasampleof
21Europeancountries,revealthatgreatereconomicfreedomhasundercutenvironmental
measurestoaddressclimatechange,andthateffectiveandstablegovernmentalpractices
haveallowedtheirrespectiveconstituenciesthepsychologicalspacetomorefullyconfront
theissue.Interactiveeffectsonideology,however,havebeenseentobelessconclusive.
Keywords:neoliberalism,capitalism,anthropogenicclimatechange,climatechange
scepticism,governmentstability,psychology,sociology.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 2
ACKNOWLEDGEMENTS
IwouldliketothankmydissertationsupervisorDr.EnriqueHernández,whoseknowledge
andgenerousguidancehasmadethisworkpossible.IwouldalsoliketothankDr.Dani
Marinovaforhercontributionandadviceregardingtheinitialdirectionofthisthesis.
Furthermore,Iwishtoexpressmygratitudetoallmyfellowcolleaguesalongwiththe
teaching&administrativestaffattheUniversitatAutònomadeBarcelonafortheirsupport
throughoutthispastacademicyear.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 3
TABLEOFCONTENTS
Abstract............................................................................................................................1
Acknowledgements...........................................................................................................2
TableofContents..............................................................................................................3
1.0Introduction................................................................................................................41.1Background..........................................................................................................................41.2DirectionofResearch...........................................................................................................6
2.0TheoreticalFramework................................................................................................82.1Synopsis...............................................................................................................................82.2IdeologyandNeoliberalism................................................................................................102.3PsychologyinandofStability.............................................................................................15
3.0DataandMethods.....................................................................................................21
4.0EmpiricalResults.......................................................................................................244.1Correlations........................................................................................................................244.2OLSRegression...................................................................................................................254.3Multi-levelRegression........................................................................................................264.4Interactions........................................................................................................................28
4.4.1Neoliberalism/Ideology....................................................................................................284.4.2Governance(Stability)/Ideology.......................................................................................294.4.3Visualisations......................................................................................................................30
5.0Discussion..................................................................................................................32
6.0Bibliography..............................................................................................................35
7.0Appendices................................................................................................................397.1PrimaryVariableStatistics..................................................................................................397.2Correlations........................................................................................................................407.3Regressions........................................................................................................................417.4RandomIntercepts/RandomSlopesModels.....................................................................42
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 4
1.0Introduction
1.1Background
Climatechangeistodayseenasarguablythemostfundamentalthreattotheplanetas
constituted,andcertainlytheprimaryenvironmentalissue(Norgaard,2011).Global
warmingisnowconsideredindisputable,placingpressureonnaturalsystemsandeconomic
ones(Stern,2006;IPCC,2013).“Climatechangewilllikelyjeopardizestateeconomic
resources,exacerbatesocialinequality,altercommunitystructures,andgeneratenew
patternsofeconomicandsocialconflict”(Norgaard,2011:399).Studieshavefoundthat
between97-98%ofclimatechangeresearcherssupportthenotionthatthischangeis
primarilyspurredbyanthropogenicactionsaspertheIntergovernmentalPanelonClimate
Change’s(IPCC)findings,andthattemperaturesaretocontinuerisingintheabsenceofany
retaliatorymeasureto‘dangerous’levels(Andereggetal.,2010;Poortingaetal.,2010)of
emissions.Furthermore,ofthosethatremainunconvincedbytheoverwhelmingscience,
studieshaveconcludedthattheirrelativeexpertiseandscientificprominenceismuchless
esteemed(Doran&Zimmerman,2009).
Giventhesefactswefindthat,despitethecomplexityofthescienceandthelegitimate
concernsoftheexactnatureofclimatesystems,policyregardingthemitigationand
adaptationofandtoclimatechangehasbecomeamajordirectiveworldover.Fromthelate
1980’s,whentheissuefirstcameintosalience,topresentday,climatechangehasbeenon
theagendaofthemajorityofmulti-lateralintergovernmentalsummitsandhas,despite
largefailuresandseeminglyintractablelevelsofstagnancy,producedtheKyotoProtocol,
theCopenhagenAccordandtheParisAgreement,thatlatterofwhichboasts176national
signatories.Thismostrecentshowofunitywaslargelydriveninplacebytheleadershipof
theEuropeanbloc,whichpre-emptedtheagreementbypresentingtheambitious‘2030
Framework’,whichcalledfor40%reductionsinemissionsbelow1990levelsbythe
eponymousyear.Themulti-lateralandmulti-levelnatureofEuropeangovernancehas
placeditinauniquepositiontodictatepolicy(deCendra,2010,Jordanetal.,2012),andis
whythefollowingstudyrevolvesprimarilyarounditsmemberstates.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 5
However,despitethisflurryofactivity,andariseinpublicconcerningeneral,the
phenomenonofclimatechangedenialandscepticismremainsrife,withfewsignsof
abatement(Norgaard,2011).Widespreaddisseminationofideascontrarytothescience,
mostnotablythatclimatechangedoesn’texistor,ifitdoes,thatitisnotathropogenicin
nature,isprevalent.Thisispromlematic;ambitioustargetsrequirefundamentalshiftsinthe
waythatenergyisusedandproducedandcanonlybemetwithsustainedandwidespread
publicsupport(Brulle,2011).Decarbonisationwillnotonlyrequirenewtechnologiesand
facilities,butthesenewsupplysidemeasureswilldrasticallyaffectlifestyleparameters.
Individualsandcommunitieswillhavetochangetheirbehavioursinwaysthatwillseem
unrecognisabletothemnow(Steg&Viek,2009),andwhichwillacttoupsetthe
psychologicalbalancepeopleemployintheireverydaylives(Norgaard,2016).Thepolicy
decisionsthatensuewillstemfromthissupport,andthesefuturelegislativeresponseswill
concernthemselveswithwhatisknownasthe‘energytrilemma’,whichdescribesabalance
betweenenergysecurity,socialimpactandenvironmentalsensitivity.Theseinthemselves
lieinconflictwithoneanotherasitpertainstoenergyproduction(Biesboeketal.,2010).
Thistheoreticalconflicthasledtocompetingactorsvyingforthestagetopromotetheir
owninterestsandmouldpublicopinionawayfromthesolidityofthescience,ascenario
mostclearlyseenwithintheUnitedStates,andonewhichthereforehasbeenaccorded
primacyinpreviousacademicscholarship.Seminalworksattheturnofthecurrentdecade,
mostnotablybyMcCright&Dunlap(2010;2011;2013;2014),pinpointedthatthe
phenomenonwaslargelytheresultofincreasinglevelsofpartisanship.“Whilenotthesole
driver,anthropogenicclimatechange(ACC)denialactivismbytheconservativemovement,
Republicanpoliticians,andthefossilfuelsindustryhasbeeneffectiveingeneratingwithin
theAmericanpublictheperceptionthatscientistsdonotagreeaboutACC,andthis
perceptioninfluences(bothdirectlyandindirectly)supportforgovernmentactiononACC.
(2013:199).Uscinski&Olivella(2017)concur,findingthatpartyeliteswerelargelytoblame
forthemirage.
Indeed,asMann(2014)suggests,climatechangewas‘unlucky’asanissue.Beforelaymen
wereconfrontedwithitintheearly80’s,legislationsuchasthe1970CleanAirActpassed
374-1intheHouseand73-0intheSenate.However,thatcriticaldecadeinbetweensaw
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 6
environmentalattitudesbecomeideologicalmarkers.Forinstance,theissueofacidrain
wasdecriedbythoseontheleftandboththeRepublicanadministrationandthe
DemocraticCongressactedtocombatit.Yet,commonconsensustodayisthattheissuewas
overwrought,andratherthanbeingrelievedthatsuchproblemswereeradicableoratleast
manageable,itbeganaprocessofrecriminationsbetweenthetwosidesthathasonlysince
widened.Environmentalconcernsbecameaproxybywhichwiderideologicalbattleswere
fought.“Assymbols,theissuescouldn’tbecompromised.Standingupforyourside
telegraphedyourcommitmenttotakebackAmerica—eitherfromtyrannicalliberalelitism
orright-winggreedandfecklessness”.
Itisthisrightsidewhichactivelyseekstounderminepublictrustinclimatescience,an
entitylabelledasa“denialmachine”andcomprisingofindustrial,politicalandmediaactors
whichmakeuptheconservativeideologyleadership(Dunlap,2014).Itwaswiththe1989
fallofcommunismandtheenvironmentalmovement'sinternationaleffortsatthe1992Rio
EarthSummitthattheattentionofU.S.conservativethinktanks,whichhadbeenorganised
inthe1970’sasanintellectualcounter-movementtosocialism,turnedfromthe"redscare"
tothe"greenscare"whichtheysawasathreattotheiraimsofprivateproperty,freetrade
marketeconomiesandglobalcapitalism(Jacquesetal.,2008).Thusdenialismbecamean
armoftheneoliberalismthatwasespoused,generated,andproliferatedintheeraof
ThatcherandReaganasaresponsetothecrisesofthe1970s’GreatSocietyregime,and
whichwasconsolidatedashegemonyduringtheClintonpresidency(Brulle,2011).This
scepticismfedoffthealreadyprevailingpolarizationwithinthemajorissuesthatdominated
theAmericanlandscape:financialruptures,economicinequality,unemployment,andso
forth.Brulle(2011:200)recognizedthatitwasgoingtobedifficult“tomobilizepeoplefor
climatechangemitigationunlessit(was)doneinconcertwitheffortstoengagetheseother
pressingproblems,whichalsohavebeengeneratedoratleastexacerbatedbyneoliberal
globalization”.Itsuggested,therefore,thatthestabilityofasocio-economicsystem,as
mediatedbythegovernment,wouldthereforebeparamountinlayingthefoundationfora
sortofbufferwhichwouldallowdrasticactiononclimatechangetotakeplace.
1.2DirectionofResearch
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 7
WhiletheUnitedStateshasbeenanalysedextensivelyduetoitsleadingroleinthe
politicisationofclimatechangescience,aquestionarisesastowhetherthepolarisation
regardingclimatechangedenialinideologythatisfoundintheU.S.isalsomanifestly
observableinEurope,albeitatalesspronouncedscale.Researchsuggeststhatin
comparisontothedevelopingworldscepticismhasincreasedinWesterncountriesinthe
lastdecadeafteramomentarydownturn,largelyonaccountofthefinancialcrisisof2008
(Eurobarometer,2009;Leiserowitzetal.,2010,Capstick,2015).Indeed,amorenuanced
lookatideology’seffectonscepticismwillperhapsoffermoreprecisemethodsbywhichwe
onemightlooktofurtherengagethepublicwiththeconcernsofACC.Ingeneral,Europe
hasseenlessanalysisintheclimatechangedenialrealmsimplybecausethestudieshave
consistentlyshownlessdisparitybetweendifferentgroupswithintheblocandtheirbeliefs
onthematter(seeFigure1,below).Thisstudynotonlyseekstoascertainthelinkbetween
neoliberalismasagovernmentalobjectiveandclimatechangescepticism,butalsotoask
whethercountrieswithmorestringentlyemployedneoliberalpracticeshavediffusedtheir
inherentanti-environmentalstanceontoitsconstituencyideologically,onanindividual
level.Doestheconstituencydolittlesavefollowtheleadofitsstateelite,orisitsuchthat
thepopulaceisguiltyofthesamebiasthattheirgovernmentshaveinstalledtocreatethe
currentparadigm?Ignoranceorwilfulignorance?Itseekstoofferasnapshotofthestateof
Europegivenitsvarioussocio-politicalpositionsand,giventhispaperisnotatemporal
studyonaccountofthisbeingbasedonthefirstsurveyofitskind,itpositionsitselftoallow
furtherstudiesaimedatunderstandingwhetheragivenpopulacebecomefurther
indoctrinatedovertimeastheshorttermbenefitsofneoliberalismsolidify.
Thispaperwilldiscusstheimplicationsofideology,neoliberalism,governmentalstability
andthecoretenetsofhumanpsychologyonthephenomenonofclimatechangedenial.A
theoreticalframeworkwillbedrawntoencapsulatetheaboveissues,inwhichfive
hypotheseswillbepresented.Ourvariables,alongsidethedatatomeasurethem,willthen
beintroducedandaquantitativemethodologydiscussed,beforetheresultsofbothamulti-
levelregressionandaqualitativeanalysiswillbepresentedinordertosythesisefullywith
thetheoreticalframework.Finallywewilldiscusstheresults,limitationsofthemethodand
avenuesforfurtherresearch.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 8
2.0TheoreticalFramework
2.1Synopsis
ExtrapolatingfurtherfromthefindingsofMcCright&Dunlap(2013),orofPoortingaetal.
(2010),individualratherthanaggregatelevelobservancesyieldedthat“climatescepticism
appearedparticularlycommonamongolderindividualsfromlowersocio-economic
backgroundswhoarepoliticallyconservativeandholdtraditionalvalues;whilelesscommon
amongyoungerindividualsfromhighersocioeconomicbackgroundswhoholdself-
transcendenceandenvironmentalvalues.Thefindingthatclimatescepticismisrootedin
people’scorevaluesandworldviewsmayimplycoherentandencompassingsceptical
outlookonclimatechange”.Thereisaclearcross-sectionherebetweenideologyandthe
economicsystemthathascometoprevalencethroughthatideology:neoliberalism.The
effectsofeachonanthropogenicclimatechangescepticismareintertwined.Indeed,atthis
juncture,wemustdefinethemeaningofanthropogenicclimatechange(ACC).Lentonetal.
(2008),adifferentiationismadebetweentwoforms.Thefirstmeaningisfutureoriented,
summarisedbythenotionthatanthropogenicemissionswillleadtoglobalwarming,while
thesecondispastoriented,suggestingthathumanactivitieshaveconspicuouslychanged
theglobalclimate.Bothstatementsareheavilysupportedbytheevidence,thoughthefirst
isnotconditionalonthesecond.Inthispaperweshallleanmostheavilyonthesecond
definition,soastocorrespondwiththequestionaskedinFigure1,below.
Figure1:Surveyresponseto:“Temperatureriseispartofglobalwarmingorclimatechange.
Doyouthinkrisingtemperaturesarerisingasaresultofhumanactivities?”Source:Pelham,
B.(2009).Awareness,OpinionsAboutGlobalWarmingVaryWorldwide.Gallup.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 9
IntheRahmstorftypologyof2004,afurthercategorisationismadetoclassifythebrandof
scepticismintheindividualsthemselves.Therearethree:trendsceptics,whodenychange,
attributionsceptics,whodenyblameonthepartofhumans,andimpactsceptics,whodeny
thechangewillbedisastrous.ThoughRahmstorfmakescertainthatthereisahighlevelof
correlationbetweenthethree,giventheparagraphpriorwecanclearlyassignattribution
scepticismtothisstudy.Yetweshouldremainwaryastothesourceofthissortof
scepticism;asKlein(2014)makesclear,oftentimestheright-wingeliteunderstandthe
sciencebetterthantheleft,andcertainlythoseinthecentre,inordertoargueagainstit
andfurthertheiragenda.Onanindividuallevel,however,wewillfinallyalsoseekto
ascertainthepsychologicalconfigurationsinherentinhumanitythatmagnifytheideology
thatexistsapartofandinherentinthesaidpsychology.Poortingaetal.(2011)confirmsthat
climatescepticismisfoundeduponpeople’scorevaluesandworldviews,yettoooftenwe
resorttoascribingideologyuponthisdefinition,withoutunderstandingthatthehumanity
comesbeforetheideology.AsNorgaard(2011:400)suggests,“peopleactuallyworkto
avoidacknowledgingdisturbinginformationinordertoavoidemotionsoffear,guilt,and
helplessness,followculturalnorms,andmaintainpositiveconceptionsofindividualand
nationalidentity”.Thisliesbeforetheapproachofpoliticalpolarisation,andassuchwillalso
figureintoourunderstandingofhowclimatechangescepticismmanifestsitself.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 10
2.2IdeologyandNeoliberalism;
InParr’s2013discourse,‘TheWrathofCapital:NeoliberalismandClimateChangePolitics”,
theauthordamninglydeclaresthat“althoughclimatechangehasbecomethedominant
concernofthetwenty-firstcentury,globalpowersrefusetoimplementthechanges
necessarytoreversethesetrends.Instead,theyhaveneoliberalised(sic)natureandclimate
changepoliticsanddiscourse,andthereareindicationsofamorevirulentstrainofcapital
accumulationonthehorizon”.Thiswaslaidonthebackofthecenturybefore,wheretwo
policyregimescompetedinthehegemonicwesternworld(Brulle,2011).Ontheonehand
laymarketliberalism,stressingunfetteredcapitalism,strongpropertyrights,andaminimal
socialsafetynet,whileontheother,socialliberalism,favouringmodeststateintervention,
redistribution,andwelfareprovision.ParticularlyinthecaseoftheUnitedStates,capitalist
ownershipormanagementwasonlycosmeticallychallenged,andassuch“anti-
environmentalismhasbeen,fromthestart,akeystoneofneoliberalanti-regulatorypolitics”
(2013:197).
Klein(2014)hasdescribedthestateofaffairsashavingevolvedintoascenariowhereby
capitalistglobalizationandclimatechangesciencelieatoppositepoles,unabletogainsight
ofoneanotherandoblivioustotheinterdependencybetweenenvironmentandeconomy.
EmboldenedbybothvictoryintheColdWarandthebarrenlandscapeclearedbythe
policiesofReaganandThatcherthedecadeprior,neoliberalismhasnowtakenpoleposition
andishandilywinningthewarbetweenthetwo(McCright&Dunlap,2011).Thisistosay
thatbyitsnature,“neoliberalcapitalismcategoricallyrejectsthepolicyinstruments,
governancestructuresandculturalvalueswhichareessentialtotackletheproblem”(Klein,
2014:136).Assuch,theendportendedisominous;eitherwestaythecourseandallowthe
shiftingdynamicsoftheclimatetocompletelyreconfigureourworld,orweupendour
economicsysteminitsentiretytoavoidthefate.Initself,thisraisessomeinteresting
questionsthatwillbeaddressedmorefullyinthesection2.2.Intheinterimthough,wecan
surmiseareasonableassumptionthatinorderfortheleverstoturntowardsourcurrent
paradigm,asaspecieswemusthavebecomeensconced,unwittinglyornot,in
neoliberalismandconsequentlybytheimplicationsitholds.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 11
Kleincontinuesbysuggestingthatfurthertothecontradictionineconomicterms,the
reasonwhywefailtofullycontendwithclimatechangeanditsimpactsarebecauseofthe
foundationsuponwhichtheWesternworldstands,anexplanationwhichhasasanadjunct
thesystemofneoliberalism.Theoverridingsensethatwecanoutsmartnature,coupled
withtheconsumeristsocietywehavebecomeenamouredwith,alongsidethenotionthatin
ordertoconfrontit,wewouldneedtosignalthedeathofthemostpowerfulindustrythe
worldhaseverknowninoilandgas,culminatesinthenotionthatwe“arelockedin—
politically,physically,andculturally”(2014:63).Evensupranationally,patriotismpitsone
countryagainstanotherratherthancreatinganenvironmentwherecooperationiskey.Rich
countriesdigintheirheelsanddeclarethattheywon’tcutemissionsandrisklosingtheir
vaultedpositionintheglobalhierarchy;poorercountriesdeclarethattheywon’tgiveup
theirrighttopolluteasmuchasrichcountriesdidontheirwaytowealth,evenifthat
meansdeepeningadisasterthathurtsthepoormostofall(Parr,2013).Thisdovetails
perfectlywiththeconservativemindsetwhichallowsinequalitytorunrampant.
Inallmannerofthings,itbecomesapparentthatneoliberalismisthebarrierbywhich
climatechangeadaptationcannotpass.Anditisnowonder.Punditsasesteemedasthe
formerchairmanoftheIPCC,RajendraPachuari,haveargued(Schipper,2007)thatclimate
changeisreversiblebyutilisinggreentechnologiesandmakingobsoletedirtyindustries,
givingrisetonewwealthproduction.Ineffect,theyseektodefeattheforcesoffreemarket
capitalismbyusingtheminthesolution,notcomprehendingthenotionthatclimatechange
andenvironmentaldilapidationare,attheirnexus,issuesofequality(Parr,2013).Creating
technologiesthatwillbeownedandpatentedonlyservestobolsterthesystemwhichledus
totheimpassewefindourselvesinpresently.Thegreenfreemarketfavoursthecurrent
systemofprivatisationattheexpenseofexploringneweconomicalternatives;forthis
reason,itismerecronyism.Neoliberalismhasbastardisedthefundamentalsofliberalismto
whichsuchaneffortmightbedirected.“Inthenameofcelebratingindividualresponsibility
andchoice,neoliberalpolicieshaveresultedincutbacksongovernmentspending,mass
privatization,trickle-downeconomics,deregulation,opencompetition,andthegradual
deteriorationofthecommons”(Bailey,2007).AseloquentlysummarisedbyAmoryLovins
(2008),“marketsmakeverygoodservants,butthey’renotgoodmasters,andthey’rea
lousyreligion”.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 12
Atthisjuncturewecanformulateourfirsthypothesis;
H1(a):Inmoreneoliberalsocietiesweobserveincreasinglevelsofclimatechangescepticism
amongindividuals.
Thisbringsustoamorenuancedstudyoftheeffectsofideologyattheindividuallevel,asit
relatestoneoliberalism.Aswehaveseenprior,thetenetsofneoliberalismhavebeen
observedtobeindirectconflictwiththefactsestablishedinclimatechangescience.
Neoliberalsattacktheideaofpublicgoodsandopposeregulation,taxation,andotherstate
policieswhichdonotservetheshort-termcorporatebottomlineandinvestor
accumulations(Brulle,2011).Thisissynonymouswiththeconservativeright,whomstudies
havefoundtoequatedemocracywith“economicfreedom”or“freeenterprise”—property
rights,contracts,andconsumerchoice(Rossen,2015:43).Theresultisthat,intheUnited
States,75%ofDemocratsbelievethatclimatechangeisanthropogenic,whileamong
Republicansthatnumberplummetsto20%.Itmanifestsitselfintherealworldrather
blatantly.EventheEU’sEmissionsTradingScheme,apolicyseenasthebastionofclimate
changemitigation,hasseenbusinessleaderslookingtoturnaprofitbytakingadvantageof
thisneoliberalframework(Bailey,2007).
Theirmoralimperatives(detailedin2.2)againstipulatethatnoharmshouldcometothis
stateofaffairs;neoliberalismensuresthefurthersegregationofwealthinawaywhichwill
benefitthem,financiallyatleast.“Thecoreoftheproblemcomesbacktothesame
inescapablefactthathasbothblockedclimateactionandacceleratedemissions:allofus
arelivingintheworldthatneoliberalismbuilt,evenifwehappentobecriticsof
neoliberalism”(Klein,2014:138).Seeninthislight,climatechangescepticismisderived
fromtheperceptionthatthelegislativepoliciesdesignedtomitigateclimatechangehave
regulatoryimplications,countertothetenetsofafreemarketideologyinwhichunfettered
marketsareseentoprovidethebestsocialandeconomicoutcomesforsociety.Oreskes&
Conway(2010)corroboratethis,detailinghowclimatechangedenialhasbeendeliberately
orchestratedbyasmallbutvocalgroupoflaissez-faire,freemarketeers.Furthermore,
empiricalevidence(Lewandowskyetal.,2013)showsthataneoliberalideologystrongly
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 13
correlatestoarejectionofrealityasitpertainstoclimatechange,accountingforupto80%
ofthevarianceinclimatechangedenial.Againweseethatconservatives,thedefendersof
neoliberalism,continuetowholeheartedlydenythefactsofferedupbythesciencebecause
climatechange“detonatestheideologicalscaffoldingonwhichcontemporaryconservatism
rests”(Klein,2014).Assuchwefindourselveswiththesecondhypothesis:
H1(b):Conservativeideologyisaclearindicatortowardsclimatechangescepticism.
Theyaresimultaneouslyofferedamplesupportbytheneoconservativebaseaswellasthe
evangelicalChristianbloc,whotraditionallysupportanaggressiveforeignpolicyanda
culturalconservatism.Preservationofthestatusquoisthekey.Thesefaultsofthecurrent
paradigmwefindourselvesinliealsoatthefeetofthesustainabilitymovement,whoseem
unabletograspthattheeconomicandculturalimplicationsoftheirproposedremedieswill
betooseveretoswallow(Parr,2013).Assuchitpermitstheeconomichegemonytodefine
anddictatethetrajectoryoftheclimatechangeconversation.Toher,neoliberalismis
defined,aptly,asan“exclusivesystempremiseduponthelogicofpropertyrightsandthe
expansionoftheserights,allthewhilemaintainingthatthefreemarketisself-regulating,
sufficientlyandefficientlyworkingtoestablishindividualandcollectivewell-being"(2013:
5).Theleftmustthereforecomeupwithacounterpointwhichisequallyifnotmoreself-
regulating;sustainabilityhastobesustainable.Gunster’s(2016;136)determinationthat
changemustcomefromagroundswellof“diverseandrapidlyemergingsetofplace-based
socialmovementsfightingforsocialjustice,self-determination,equalityanddemocracy”
ratherthantheelitesistrue,butoverlysimplistic.Untilaviableecosystemsproutsfromthe
ideologyleftofcentre,neoliberalswillkeeponsingingthesamesong,awareofitsefficacy
thusfar.Indeed,havingnowbeenspurredintoactionbytheperceivedthreatsposedby
climatechangediscourse,theconservativemachinehasgoneintooverdriveinorderto
achieveabiasmanifestintheproletariatandsoextendtheirwinnings(Klein,2014).
Themediawascentraltothisoperationalizingmovement.Hmielowski(2013)notesthat
conservativemediausecorrespondedtoadecreasingtrustinclimatechangescience,while
non-conservativemediaintakeshowedtheoppositeeffect.Thismediawasdeployedby91
‘climatechangecounter-movements’(CCCM’s)observedbetweentheyearsof2003and
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 14
2010(Brulle,2013)whichhadanaverageofUSD$964millionincombinedbudgetinorder
todisseminatewhatwaseffectivelyfalseandmisleadinginformation,moneywhichwas
donatedoverwhelminglybyconservativefoundations.Onesuchindicativeexampleasper
Klein(2014),whoundertookasweepofconservativepositionsinmediaoutlets,wasof
conservativecolumnistandclimatechangedenierGeorgeWill,who“arguedthatthe
fanatical‘greenleft’s’chargesthatCO2emissionsandfossilfuelindustriesposea‘planetary
menace’providearationaleforthegovernmentto‘intrude’everywhere,curtailconsumer
choiceandpropertyrights,andincreasethestate’ssizeandsurveillance”.Theeffectwas
twofold.Aftertheensuingblowbackfromtheliberalleft,theconservativemediacounter-
attackedbycomplainingaboutunfairbiasinthemainstreammedia.Seekingcorrection,or
editorialbalance,themainstreammediaendeavouredtograntparitytothepositionsofthe
CCCM’s(Boykoff,2008).Thepublic,ensconcedintheinsecuritiesofaceaselesswarand
financialhardship,provedreceptivetothefearmongeringconcerningoverallliberty.
Itbecomesapparent,inthislight,thatdenialisnotnecessarilyindicativeofalowerstateof
knowledge,butratherasaconsequenceof“anacuteperceptionoftheprofoundeconomic
andpoliticalconsequencesofclimatechange”(Gunster,2016).Increasedscepticismhas
beenfoundinthepasttobeprimarilyassociatedwithsocio-economicfactorsoutsideof
education;higherage&wealth,privilegedlocation&lifestyle,amaledesignation,andmost
predominately,conservativepoliticalandenvironmentalviews(Whitmarsh,2010;Klein,
2014;McCright&Dunlap,2011,Bramanetal.,2012).Themodernlifehasbeenboth
createdandinsulatedbyindustrialcapitalism,andtheconservativedefendersofthis
neoliberalismintervenetoensurethepeoplekeepthefaithbytakingtheonlyavenue
availabletothem:“byclaimingthatthousandsuponthousandsofscientistsarelyingand
thatclimatechangeisanelaboratehoax…Theydenyreality,inotherwords,becausethe
implicationsofthatrealityare,quitesimply,unthinkable”(Klein,2014:38).Indeed,ifwe
takealookatclimatechangeinterventionasamicrocosmoftheideologyoftheleftwesee
thetruthofKlein’sretellingofa2008quotemadebyaratherlucidpresidentofa
conservativethinktank,JosephBast:“Climatechangeistheperfectthing.…It’sthereason
whyweshoulddoeverything[theleft]wantedtodoanyway.”Ideology,specificallythatof
theright,hasswungneoliberalismtoworkinitsfavour,andthemaintenanceofthesocio-
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 15
economicsystemisparamounttoensuringtheledgerremainsheavieronthatrighthand
side.
WhilethishasbeenshowninAmericainparticular,nostudieshaveestablishedthetrend
withinEurope;thishighlightsthesecond,linkedhypothesis;
H1(c):Neoliberalismaccentuatestheeffectofrightleaningideologyinpredictingclimate
changescepticisminEurope.
Lookingatthisfromanevenwidermacroperspective,thestakesbecomemenacing.There
isaheavilyimbuedsenseoffear,andpotentialguilt,thatthefreemarketsystemhas
triggeredaseriesofoutcomesthatwithoutregulationwouldindeedthreatenhugeswathes
ofhumanity(Parr,2013,Klein,2014).Ifthisweretobeprovedcorrect,thenthemoral
pretencewithwhichtheyfoughtsohardforcapitalismcomesuphollow.Sothethinking
goes,assoonastheyadmitthatclimatechangeisreal,theywilllosethecentralideological
battleofourtime.Yetintheinterestsofintellectualhonesty,weshouldnotethatleftists
arenotimpervioustothismosthumanoftraitseither.Confirmationbiasisahuman
affliction,andso“ifconservativesareinherentsystemjustifiers,andthereforebridlebefore
factsthatcallthedominanteconomicsystemintoquestion,thenmostleftistsareinherent
systemquestioners,andthereforepronetoscepticismaboutfactsthatcomefrom
corporationsandgovernment”(Klein,2014:32).Thisunderstandingwillbefactoredinto
theconclusionsdrawnattheendofthispaper.Inanycase,asitpertainstothepoliticsof
climatechange,wecanseethatfarfromasimpledisagreementwiththefactsasespoused
bythescientificcommunity,anthropogenicclimatechangescepticismremainstheprovince
ofideologyandthesocio-economicdriversbehinditmorethananyothersinglefactor.
2.3PsychologyinandofStability;
Aspreviouslystated,pastresearchhasoftencentredondemographics,lifestyle,knowledge,
valuesandideology,withaparticularemphasisonthelatter.(Whitmarsh,2010;Klein,
2014;McCright&Dunlap,2011,Bramanetal.,2012).YetaccordingtoNorgaard(2006)and
Gifford(2011),thisanalysisseemstomisstheinherent,baselevelinstinctsthatdrive
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 16
humanity.Whileallscepticismisofcoursepsychological,adistinctionhastobemadebeen
endogenousandexogenousdrivers.Here,incontrasttothesectionprior,welookatthe
former,andhowtheyrelatetotheconstructthatisbuiltaroundthembyexternalforces.
Forifwesimplylookatideologyasthefoundationstoneofanyanalysisofclimatechange
scepticism,wemightbetemptedintoassumingtheunsupportedclaimthatpeoplehave
stoppedcaringabouttheenvironment,thepoor,orfuturegenerations.Ifwedidnotdig
deeper,itwouldseemirrationaltosuggestotherwiseinexplainingourcollectivepassivity
(Norgaard,2011).
Norgaardundertakesanethnographicapproachinordertorootoutthebasecause;she
conducted46interviewsandattemptedtocategorisethe‘strategiesofdenial’which,
broadlyspeaking,wereeitherinterpretiveorcultural.Allintervieweeswerewithinone
communityintheruralwestofNorway,andwhilethisclearlymakesthesubjectofexternal
validityproblematic,itdidrevealatrendtowardscognitivedissonancepredictedbyseveral
studiesprior(Stoll-Kleemanetal.,2001;Lorenzonietal.,2007);Norgaardrecordedboth
awarenessandconcernovertheissueinhersample,butalsothesensethatitwasanissue
thattendedtostickinthethroat.ItwassynonymouswithwhattheBritishsociologist
StanleyCohenreferredtoas‘implicatorydenial’,wherebyknowledgeaboutawarina
regionfarflungfromyourown,andthewomenrapedandchildrenstarvedtherein,are
givenshortshriftbecausetheyare“notseenaspsychologicallydisturbingorascarrying
amoralimperativetoact…Unlikeliteralorinterpretivedenial,knowledgeitselfisnotat
issue,butdoingthe‘right’thingwiththeknowledge”(Cohen,2001:9).Humanityrequires
thesedelineationsbecausewithoutthem,stabilityinthehumanmindwouldbe
compromised.
Applyingthistotheaforementionedclimatescepticcampaigns,wecanseethattheyhave
aninherenthandicapadvantageoverthosethatwouldpromoteaction:“peopleactually
worktoavoidacknowledgingdisturbinginformationinordertoavoidemotionsoffear,
guilt,andhelplessness,followculturalnorms,andmaintainpositiveconceptionsof
individualandnationalidentity.Asaresultofthiskindofdenial,peopledescribeasenseof
‘knowingandnotknowing’aboutclimatechange,ofhavinginformationbutnotthinking
aboutitintheireverydaylives”(Norgaard,2011:404).Poortingaet.al.(2010:20)refersto
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 17
a“finitepoolofworry”.Thisapparentcowardice,orwilfulignorance,though,remindsus
thattodisregardanissueofsuchmonstrousimportcouldbeasdifficultasattemptingto
solveit;tocurtailfeelingsofempathyastoextendthem,ortotemperone’semotionsby
exertingcontrolone’sthoughts(Rosenberg,1991;Hochschild,1983).Ourparalysisinthat
caseisnotareflectionofourgreedorinhumanity,butratherbecausetheissueismorbid,
whichisinfactanechoofourcharity.Inanycase,itbecomesclearthatjustbecause
individualsindicatethattheydonotpersonallyworryabouttheimpactsofclimatechangeit
doesnotnecessarilymeantheythinkthatthereisnothingtoworryabout(Carolan,2010).
InNorway’scase,Norgaard(2011)identifiedcertainculturalnormswhichrenderedit
impropertoexpressemotionsthattheyheldprivately,despiteotherculturalnormsof
egalitarianismandenvironmentalconsciousness.Thisproducedthenetnegativeeffectof
sweepingeverythingundertheproverbialrug.Lookingevenmoreintentlyatthesituation,
onemustaskwhysuchculturalnormsexisted;theauthorcontendsthatsociallyorganised
denialinacountryofNorway’saffluenceholdsarelationshipwithstudiesofprivilege.This
iswherethepsychologyinterceptswiththeconceptsofneoliberalismmentionedearlier.
“Ongoingchangesinsocialorganization,especiallythetwinforcesofglobalizationand
increasinginequalitycreatesasituationinwhich,forprivilegedpeople,environmentaland
socialjusticeproblemsareincreasinglydistantintimeorspaceorboth.Socialinequality
helpstoperpetuateenvironmentaldegradationmakingiteasiertodisplacevisible
outcomesandcostsacrossbordersoftimeandspace,outofthewayofthosecitizenswith
thepotentialtime,energy,culturalcapital,andpoliticalclouttogeneratemoraloutrageand
takeactioninavarietyofways”(2011;410).Nationssignificantlylessfortunatethan
Norwaywillbeimpactedbyclimatechangemuchsooner,andassuchacontradiction-in-
termsensueswhereby,onarelativescale,theissuebecomeslessofaconcerntothosewho
havethemeanstoreckonwithit.Andasglobalcapitalismensuresthat,withinthe
economicparadigmwecurrentlyoccupy,wealthsegregationwillcontinuetogrow,notonly
willtheissueremainunresolved,itwillgetsignificantlydirerinlightofaffluentcountries
movingtobarricadethemselvesfromtheinsecuritythatpervadesinthedevelopingworld.
Stabilitycanpropelyouintoproblemsolving,butitcanalsoinsulateyoufromfutureharm.
Inreview:Giventheexhibited,explicitdesireofhumanityforcomfort,toeaseinsecurityor
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 18
uncertainty,itwouldthereforefollowthatnationswhichallowedtheirconstituentsa
marginoferrorinlieuofasmoothlyrunning,stablegovernmentalmachinewouldalso
allowthemthespacetocontemplateclimatechangeinallitsimplicationswithoutthesame
commensurateleveloffearasinothernationswheretheburdenofsurvivalisalreadyhigh.
Thatistosay,beneficialculturalhabitscanbeformedthroughstrong,positiveleadership
withlongtermtargetswhichaidintheclimatechangeissue.Ofcourse,itisprudentto
recognisethatstabilitymightgeneratecompetinginterests.Theparadigmoutlinedabove
couldbeturnedonitshead;namely,ifagovernmentismorestable,ithasmoreofabuffer
zonetoitselfchangethestatusquo.Yetonecouldalsoconcludethatthepopulace
underneaththem,assumingtheconsiderationofanaffluentWesternnation,willgenerally
belessinclinedtoupsettheirownprivilegedbalance.Aparadoxensues.Wemustturn
thereforetoaninteractionbetweenideologyandgovernmentstability,whichproducesthe
finaltwohypotheses:
H2(a):Insocietieswithstrong,stableandeffectivegovernanceweobservedecreasinglevels
ofclimatechangescepticismamongindividuals.
H2(b):Stableandeffectivegovernanceoffersasocio-economicbufferwhichaccentuatesthe
ideologyofitsconstituencyinpredictingthelevelofclimatechangescepticism.
Thisbearshallmarkswiththesystemjustificationandsocialdominanceorientation(SDO)
theoriesasespousedbyscholarssuchasJost&Hunyady(2005)andFeyginaetal.(2009)in
thecaseoftheformer,andJylha&Akrami(2015)inthecaseofthelatter.Accordingto
systemjustificationtheory,ourappraisalsofoursocialandinstitutionalarebalancedby
epistemicneedstomaintainasenseofcertaintyandstability,existentialneedstofeel
secureandsupported,andinterpersonalneedstointeractwiththoseinthesamebroad
position(Ledgerwood&Hardin,2008).Combined,theseneedsmotivatetheindividualto
perceivethesystemasfair,legitimate,beneficial,andstable,aswellasthedesireto
maintainandprotectthestatusquo(Jost,Liviatan,etal.,2009).Intheshorttermthiscan
bedesirable,asitcanassuageanxiety,uncertaintyandfear,butthelong-termimplications
ofpursuingthesystemjustificationgoalcanbenegative,whereitinterfereswithforming
intentionsortakingactiontocorrectinjusticesorsystem-levelproblems(Wakslaketal.,
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 19
2007).Consistentwithself-interest,thosewhoareadvantagedbythesystemtypically
engageinsystemjustificationmoreenthusiasticallythanthosewhoaredisadvantaged,and
assuch,inlinewiththepreviousparagraph,itindicatesamajorobstacleinaccomplishing
positiveenvironmentalchange.Thisistosay,themorepeoplearemotivatedtodefendand
bolstertheexistingsystem,themorelikelytheywillbetodenyenvironmentalproblems,
insofarasthesechallengethesystem’slegitimacyaswellasitsstability(Feyginaetal.,
2009).
SDO,incontrast,isconceptualizedasameasureofanindividual'spreferencefor
hierarchywithinanysocialsystemandthedominationoverlower-statusgroups.Inastudy
ofKahanetal.(2012),itwasfoundthat“peoplewithstrong‘egalitarian’and
‘communitarian’worldviews(markedbyaninclinationtowardcollectiveactionandsocial
justice,concernaboutinequality,andsuspicionofcorporatepower)overwhelminglyaccept
thescientificconsensusonclimatechange.Conversely,thosewithstrong“hierarchical”and
“individualistic”worldviews(markedbyoppositiontogovernmentassistanceforthepoor
andminorities,strongsupportforindustry,andabeliefthatweallprettymuchgetwhatwe
deserve)overwhelminglyrejectthescientificconsensus”.Inessence,itreinforceswhatwe
havedeterminedpreviously,inthatpeoplefinditcognitivelydistressingtorealisethatwhat
theyconsiderasnobleisdamaging,andthatwhattheyconsiderasbasewasvirtuous.
Underthispretext,climatechangemitigationeffortscouldbemoresuccessfulifframedas
beingclearlybeneficialforeverybodyandnon-threateningtotheexistingsocialorder.
Asafinalappealtopsychology,Iturnnowtothatmostopaqueoffields,morality.Inmoral
foundationtheorytheexactnatureofautopicsocietyispoliticallydebatedinlightoffive
coremoraldomains(Haidt&Graham,2007).Inthesematter,thereisadigressionbetween
adherentstotheleft,whomidentifythe“individualisingfoundations”–harmandfairness–
andthosewhoadheretoright,whosupportafurtherthreebasemeasureswhichare
importantincommunitybuilding–in-grouployalty(e.g.patriotism),authority(i.e.hierarchy
andobedience),andpurity(i.e.transcendenceofbasenature).AsKlein(2014:44)
continues,“Ithasrecentlybeenproposedthatthedifferencesinmoralconsiderationsmay
beattheheartoftheobservedpoliticaldivisionsaboutclimatechange.Theeffectsof
climatechangequitenaturallyspeaktothemoralconcernsofharmavoidanceandfairness
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 20
(e.g.climatechangewillharmthemostvulnerableintheworldfirst),butnotnecessarilyto
moralityfocussedonin-grouployalty,deferencetoauthorityandpersonalrestraint”.Atthis
juncture,theprospectofasixthfoundationcomesintoplay,whichbringsusfullcircle.This
istheconceptoftherighttoeconomicliberty,unrestrainedfromtheegalitarianimpositions
thatthecontemporaryliberalswouldburdenconservativeswithunderdifferentguisesof
‘fairness’.Fromthisperspective,governmentinterventionandwealthredistributionare
potentialmoralviolations,seenasunjustbecausetheypresumethatpeoplehaveamoral
obligationtothewelfareofothers(Iyeretal.,2012).Andalthoughthiswouldmakeacase
forneoliberalism,whichweevaluateasunderminingequality–insofarasclimatechangeis
aboutequality,assuggestedearlier–thisruminationbearsouttheimmediatehypothesis
above,intheratherobviousconclusionthatitisimperativeforadegreeofideological
consensusinorderforanystabilityingovernancetobereached.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 21
3.0Data&MethodsThemethodologychosenfortheanalysisofthethreehypothesesoutlinedinthetheoretical
frameworkisaquantitativeanalysis.Theempiricaldataextractedcombinesmulti-leveldata
onboththeindividualandcountrytiers.Inthecaseoftheformer,Idrewondata
encapsulatedwithinthesecondreleaseoftheeighthroundoftheEuropeanSocialSurvey,
whichgaugedtheresponsesofover33,000participantsacross23countries.Amongstthe
slewofquestionsfieldedinthesurvey,andwithinthe‘PublicAttitudestoClimateChange’
module,Ibeganbyidentifyingmydependentvariable.Withrespecttothequestion“Do
youthinkthatclimatechangeiscausedbynaturalprocesses,humanactivity,orboth?”,
respondentscouldgiveananswerrangingfrom(1)“Entirelycausedbynaturalprocesses”to
(5)“Entirelycausedbyhumanprocesses”.Therewereafurtherfiveoptionsindicating
‘Refusal’,‘Don’tKnow’,‘NoAnswer’,‘NotApplicable’,and‘Idon’tthinkclimatechangeis
happening’which,likesimilarresponsesintheindividuallevelindependentvariables
chosen(expandeduponbelow),wereremovedfromtheanalysissoastonotswaythe
samplepool,leavingmewithascaleof1-5,withahigherscoreindicatinglessofadegreeof
anthropogenicclimatechange(ACC)scepticism.
Individuallevelcontrolvariables,asperthetheoreticalframework,centredonage,
education(numberofyearsineducation),ideology(scale0-10,lefttoright),andnet
householdincome(measuredindeciles).Healthasdeterminedbylifeexpectancywasnot
incorporatedgiventheinclusionofage,norwasrace,giventheblurredethnographiclines
Europehaswouldensurenoconclusiveconclusionscouldbereached.Operationalisingthe
aggregatelevelvariablesprovedtobeslightlymoredifficult.Giventheceilingofferedbythe
ESS,Ilookedfordatasetswhichcouldextractinformationforall23countries.Thevariables
tobeidentifiedwereoneswhichsoughttoisolatemeasuresofqualityofeducation,
historicalperformanceonclimatechangeissues,perceivedcapabilitytocombatclimate
changeinthefuture,neoliberalism,andthestability/strengthofgovernance.Thequalityof
educationindicatorwasgarneredfromtheUnitedNationsHumanDevelopmentIndex,
whichconsistsofaneducationparameterwhichranks188countriesonascaleof0-1
determinedbyacombinationofliteracyandenrolmentrates.Theliteracycomponentis
weightedattwo-thirdswhiletheenrolmentmeasure,consistingofapooledprimary,
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 22
secondaryandtertiarygrossenrolmentrate,isweightedatone-third.Theperformance
variablewasgeneratedbyGermanwatch’sClimateChangePerformanceIndex,which
evaluates56countries(withtheEUasawholecountedasanadditionalentity)basedon
fourteenindicatorswithinthefourcategoriesofGHGemissions,renewableenergy,energy
useandclimatepolicy.Next,IutilisetheUniversityofNotreDame’sGlobalAdaptation
Initiativetocometoacompositescoreregardingthecapabilityofagivencountrytotackle
futureclimatechangedilemmas.Byfactoringa0-1readinessscoreanda0-1vulnerability
score,theuniversityyieldsameasurebetween0-100calledtheND-GAINIndex.
Ourlasttwoaggregatevariables,neoliberalismandstability,functionnotonlyascontrol
variablesbutasmoderators,inhypothesis1(c)and2(b),respectively.Theformeris
quantifiedbyTheIndexofEconomicFreedom,asmeasuredbyTheHeritageFoundationin
consortiumwithTheWallStreetJournal1,whichprovidesascoreof0-100basedon
criterionregardingtenfactorsincludingtrade,investment,financial,labour,andbusiness
freedom.Finally,themeasureforstability,themosttreacherousofourindicatorsandthe
mostheavilycriticised.CalculatedbytheWorldBank,theWorldwideGovernanceIndicators
seektocapturesixkeydimensionsofgovernanceinover200countries:voice&
accountability,politicalstability&lackofviolence,governmenteffectiveness,regulatory
quality,ruleoflaw,andcontrolofcorruption.Onascaleof0to5(higherthebetter),each
ofthesesixmeasuresisevaluated.Inordertooperationaliseaworkingvariable,Ihave
consolidatedthesixvaluesintoacompositeforeachcountrybytreatingeachvalueas
beingofequalweight;Imuststressthatthisgoesbeyondthescopeofthemeasurements
thattheWorldBankhastakenituponthemselvestodo,andassuchonlymagnifiesthe
subjectivityalreadyinherentwithintheirmeasurements(whichiswelldocumented).Itwas,
however,theonlysuchmeasurefoundwhichcouldevenremotelymeasurethestabilityor
strengthofthegovernmentsinquestion.
Thecountriesanalysedwithinthestudyareasfollows:Austria,Belgium,theCzechRepublic,
Estonia,Finland,France,Germany,Hungary,Iceland,Ireland,Israel,Italy,Lithuania,The
1Notethattheself-professedmotivationforthesetwoinstitutionstocreatetheindex,asperitsexecutivesummary,wastopromulgatethebenefitsofeconomicfreedom.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 23
Netherlands,Norway,Poland,Portugal,Russia,Slovenia,Spain,Sweden,Switzerlandand
theUnitedKingdom2.
Havingestablishedthevariables,itisthepurposeofthisdissertationtotestconclusionsto
thefivehypothesespreviouslylaidout.Inthefirst(H1(a)),wewishtoestablishalink
betweenaggregatelevelneoliberalismandindividuallevelanthropogenicclimatechange
scepticism.Thesecond(H1(b))contendswiththerelationshippredictedbetweenrightwing
ideologyandACCscepticism,whilethefourth(H2(a))willexaminetherelationshipbetween
governmentefficacyandstabilityandACCscepticsm.Thethirdandfifthhypotheses
establishinteractiveeffectswhichbuildontheresultsoftheH1(a)&H1(b)fortheformer,
andH1(b)andH2(a)forthelatter.One(H1(c))measurestheeffectofdifferentlevelsof
neoliberalismontheleft-rightscale’srelationshipwithACCscepticism.Similarly,theother
(H2(b))measurestheeffectofdifferentlevelsofgovernmentalstabilityontheleft-right
scale’srelationshipwithACCscepticism.Wewillachievethisbyfirstrunningarandom-
interceptmulti-levelregressionmodel.Astraightquantitativeanalysiswillbeusedto
analysethevalidityofthefirst,secondandfourthhypotheses,whileagraphic
representationoftheinteractionwillbeusedtomakeconclusionsonthethirdandfifth
hypotheses.Throughthesemethods,wewillbeabletounderstandtherelationshipsheld
betweenideology,neoliberalism,governmentstabilityandrawpsychologyasitpertainsto
the21countriesanalysedinEurope.
2Twoofthesecountries,IcelandandIsrael,wereomittedintheStataanalysisinlieuoftheirnotbeinganydataavailablefortheClimateChangePerformanceIndex.Thiswasdeemedacceptableastheydidnotoccupytheextremeswithinanyoftheothervariables.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 24
4.0EmpiricalResults
4.1Correlations;
Wefirstrecordthecorrelationsbetweenthevariables(Table1)3,wherewecan
immediatelyseethatnoissuesregardinglevelsofcorrelationbetweenthecontrolvariables
aretoohighforusecomeintoplay;allvariablesareindependentenoughofoneanother,
absentofmulti-collinearityconcerns.Theyareallalsostatisticallysignificant4.Regarding
eachvariablesrelationshiptoclimatechangescepticism,wecomeacrossnointuitive
surprises.Beliefinanthropogenicclimatechangeispositivelycorrelatedwithhigher
householdincomesandwithmoreyearsofeducation.Conversely,itisnegativelycorrelated
toideology,left-rightscale(whereright-wingisaccordedahighernumber)andolderage.
Table1:IndividualLevelVariableCorrelations
(1)VARIABLES ccnthumClimatechangeskepticism
1
Yearsoffull-timeeducationcompleted 0.082***Ageofrespondent,calculated
-0.118***
Placementonleftrightscale
-0.095***
Household’stotalnetincome,allsources
0.029***
*p<0.05,**p<0.01,***p<0.001
3StatisticssummarisingthedistributionofthevariablesaredetailedinAppendix7.1.4Giventhenatureofmulti-levelregression,aggregatelevelcorrelationsareonlyshownintheappendices(7.2);itisofsomeinterestthatthecoefficientbetween‘Neoliberalism’and‘Stability’,ourtwocontrolvariables,isquitehighat0.759.Otheraggregate-aggregatecorrelationsarealsoobservedtobehigh.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 25
4.2OLSRegressions;
InTable2wesee,againwithhighlevelsofstatisticalsignificance,thatwithintheindividual
levelvariables,thefollowingcoefficients/relationshipsareobserved:Foreveryyearof
educationcompleted,acorrespondingincreaseof0.014unitsofclimatechangescepticism
indicatedgreaterbeliefinanthropogeniccauses.Asimilarrelationshipsexistforthe
measureforhouseholdincome.Conversely,foreveryunitincreaseonascaleof0-10in
ideology,weseea0.028unitincreaseinbeliefofnaturalcausesratherthanhuman.
Similarly,foreverytenyearsofage,a0.043unitincreaseinthesameisseen56.These
changeeffectsarenotsubstantial,andwillhaveimplicationsonourfindings,whichwillbe
discussedbelowindetail.
Table2:IndividualLevelVariableRegression
(1)VARIABLES Model1 Yearsoffull-timeeducationcompleted 0.014***
(0.001)
Ageofrespondent,calculated -0.004***
(2.1*10-4)
Placementonleftrightscale -0.028***
(0.002)
Household'stotalnetincome,allsources 3.8*10-4**
(1.53*10-4)
Constant 3.792***
(0.029)
CountryFixedEffects ✓Observations 36,447R-squared 0.055
Standarderrorsinparentheses***p<0.01,**p<0.05,*p<0.1
5WhileweseethattheR2valueofof0.055,whichsuggeststhattheindependentvariablesaccountfor5.5%ofvarianceinclimatechangeskepticism,isminimal,wedonotseektofullyexplainthevarianceandbeliefsinclimatechange,butonlytoestablisharelationshipbetweenthecontrolvariablesandclimatechangescepticismitself.6Theannexcontainsbothacorrelation(7.2)andaregression(7.3)tableforthe‘educationlever’variables:theindividuallevel‘yearsofeducation’completedandtheaggregatelevel‘qualityofeducation’
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 26
4.3Multi-levelRegression;
Theresultsofthemulti-levelregressionbetweentheindividuallevelEuropeanSocialSurvey
variables,andtheaggregatelevelcountryvariables,isasfollows(Table4):
Table4:Multi-levelRegression;
(1)VARIABLES Model1 IndividualLevelVariables
Yearsoffull-timeeducationcompleted 0.01386***
(0.00114)
Ageofrespondent,calculated -0.00434***
(0.000234)
Placementonleftrightscale -0.0257***
(0.00192)
Household'stotalnetincome,allsources 0.000433***
(0.000159)
AggregateLevelVariables
Neoliberalism -0.01077*
(0.00608)
QualityofEducation -2.155***
(0.762)
GovernmentStability&Efficacy 0.251***
(0.0762)
ClimateChangePerformance -0.00234
(0.00241)
ReadinessforClimateChange -0.00347
(0.0071)
Constant 5.632***7
(0.485)
Observations 33,741Numberofgroups 218Standarderrorsinparentheses
***p<0.01,**p<0.05,*p<0.1
7Thisinterceptdesignationiseffectivelymeaningless,asnosituationcanarisewhereallindependentvariablescanbe0.8ThiscounthasbeendecreasedbytwoonaccountofIsraelandIcelandnothavingadataentryforthevariable‘ClimateChangePerformance’.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 27
ItisnotedthattheClimateChangePerformanceandReadinessforClimateChange
indicatorshavebeenfoundnottobesignificant.Themultivariateequationispresented
below;
Climatechangescepticism=0.014*eduyrs–0.004*agea–0.026*lrscale+4.3*10-4
*hinctnta-0.011*Neolib–2.155*QualEdu+0.251GovStab–0.002*CCPerf–0.003*CCRead+5.63
Withalltheinformationnowinhand,wecananalysethedataasitpertainstohypotheses
1(a),1(b)and2(a).Fortheformer,therelationshipbetweenneoliberalismandclimate
changescepticismisfoundtobestatisticallysignificant.However,itisnotseentobe
substantivelysignificant:onascaleof0to100,everyonepointincreaseinneoliberalism
onlydecreasesthebeliefofclimatechangeasahumaneffectby0.011,onascaleof1to5.
Thatistosay,ifacountry’sneoliberalismscore(keepinginmindthatthelowestscorein
oursample,Russiaat58.2,is23.5pointsawayfromourhighest,Switzerlandat81.7)
increasesbytenpoints,wewillonlyseeaswingtowardsclimatechangeskepticismof0.1
outofapossible4units.
Movingtoourhypothesis1(b),wearecontendingwiththelinkbetweenideologyand
climatechangeskepticism.Theregressionshowsthat,whiletherelationshipissignificant,it
isagainnotsubstantive.Aonepointincreaseinideology(i.e.towardstheright,onascale
of0to10)onlychangesourdependentvariableby0.03points;itisextremelyminimal,
whichconflictswithmuchoftheliterature.Lastly,analysinghypothesis2(a),the
relationshipbetweengovernmentstability&efficacyandclimatechangescepticismisboth
statisticallyandsubstantivelysignificant.Foreveryonepointincreaseingovernance(ona
scaleof0to5,withthelowestandhighestrankingsinoursampleagainbeingRussiaat1.77
andSwitzerlandat4.29)weseeafull0.25swingawayfromclimatechangescepticism.
Overall,then,theresultssuggestthatthehypothesesconcerningneoliberalismand
ideology’spotentialrelationshipwithclimatechangescepticismareestablished,andwecan
rejectthenullhypotheses.Yetitisalsofoundthattheeffectofbothneoliberalismand
ideologyissmallintheEuropeancountriessampled.Concerninghypothesis2(a),wecan
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 28
bothrejectthenullhypothesisanddeterminethatthequantifiableeffectofgovernance
capabilityonclimatechangeskepticismissignificant.Lookingtothetheoreticalframework
inretrospect,wecanseethatthepriorresearchlargelyboreoutourassumptionstobe
true,thoughitisseentobemuchlessextremeaneffectinEuropeasitisintheUnited
States,wheremuchoftheliterature(particularlyconcerningneoliberalismandideology)
wasbased.Thisisnotsurprising,asitiswelldocumentedhowcapitalistandpolarized
Americais,toadegreenotgenerallyassociatedwithEurope.
4.4InteractionsInordertointerpretthedataforasuccessfulunderstandingofthedynamicsatplayourtwo
remaininghypotheses,wemustemployinteractionmodelstofreeboththeslopeandthe
interceptfortheinteractiveeffectofneoliberalism(H1(c))/governance(H2(b))onideology,
beforeseeingitsresultanteffectonclimatechangescepticism.Fortheformerweplot
neoliberalismontheX-axisagainstthemarginaleffectoftheleft-rightscaleonclimate
changescepticismontheY-axis,withtheneoliberalismindicatorasthemoderatingvariable
onideology.Forthelatterweplotgovernance/stabilityonthexaxisagainstthemarginal
effectoftheleft-rightscaleonclimatechangescepticismontheY-axis,withthethestability
indicatorasthemoderatingvariable9.TheresultsarepresentedinFigure’s2and3,
respectively,onthenextpage.Wenote,too,thatahistogramisincludedonthegraph,
whichmarksthepercentageofcountriesfallingunderthevaluesofneoliberalism/
governance(stability)asindicatedontheX-axis’.
4.4.1Neoliberalism/Ideology
WithrespecttoFigure2,below(in4.4.3),wecanseethatforthefirstfewcountriesonthe
leftofthegraphthereisnosignificantvariationinthemeasure,astheconfidenceinterval
includeszeroupuntilaneoliberalismvalueofabout63.Onthecountriesontherightside
ofthegraph–i.e.withhigherlevelsofneoliberalismthan63–theeffectontheleft-right
9TheRandomIntercept/RandomSlopesModelsforbothNeoliberalism/IdeologyandGovernance(Stability)/IdeologyareaffixedinAppendixA4.Theyincludethestandarddeviationsofboththeslopeandtheinterceptacrosscountries(therandomeffectsparameters).
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 29
scalerelationshipwithscepticismdecreasesasitprogresses.Further,wheremanycountries
cluster,inthemid-70’sscoresforneoliberalism,theconfidenceintervalnarrows,suggesting
wecanbemoresureoftheexactvariationintheleft-rightscale/scepticismrelationship.
Theinteractiveeffectofneoliberalismonideology(i.e.theslope)iscalculatedat-0.002:the
graphshowsthattheeffectofaone-unitincreaseofideologyonskepticismisreducedby-
0.002acrossvaluesofneoliberalism.Thisisanoddfindinggiventhefindingsofhypotheses
1(a)and1(b);theinteractionmutestheeffectofideologyonclimatechangescepticismas
neoliberalismgoesup,ratherthancompoundingit.However,itisnotedthatthenon-
interactiveeffectofneoliberalismis0.012inthismodel,asopposedto-0.011inthe
regressionmodelusedin§4.3,whichisthesourceoftheunintuitiveresult.10Weconclude
thatthereisastatisticallysignificantbutminorinteractiveeffectofneoliberalismon
ideologyasitpertainstoclimatechangescepticism.Wecanrejectthenullhypothesis,yet
theinteractiveeffectmitigatesratherthanaccentuatesideology;itisintheopposite
directionfromwhatwaspredictedinH1(c).11
4.4.2Governance(Stability)/Ideology
WithrespecttoFigure3,below(in4.4.3),wecanseethatforthefirstthreecountries
(Russia,ItalyandHungary)ontheleftofthegraphthereisnosignificantvariationinthe
measure,astheconfidenceintervalincludeszeroupuntilastabilityvalueofabout3.05.For
theremainingcountries–i.e.withhigherlevelsofstabilitythan2.5–theeffectontheleft-
rightscalerelationshipwithscepticismdecreasesasitprogresses.Further,wheremany
countriescluster,ataboutastabilityscoreof3.3,theconfidenceintervalnarrows,
suggestingwecanbemoresureoftheexactvariationintheleft-rightscale/scepticism
relationship.Theinteractiveeffectofstabilityonideology(i.e.theslope)iscalculatedat-
0.024:thegraphshowsthattheeffectofaone-unitincreaseofideologyonskepticismis
reducedby-0.024acrossunitvaluesofstability.ThisisconsistentwithhypothesesH1(b)
10Thenon-interactiveco-efficientforideology,asperAppendix7.4(ii),is0.084,positiveratherthannegativeasper§4.3.ThishasnobearingonH1(c),despiteitsinconsistency.11Allcoefficients,asperAppendix7.4(i),aresignificant,againwiththeexceptionofclimatechangeperformanceandreadinessforclimatechange.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 30
andH2(a):Stabilityhasamitigatingeffectonideology’srelationshipwithclimatechange
skepticism.12Thez-statistic,reflectingtheaveragenumberofstandarddeviations
neoliberalismisawayfromitsmean,is-3.77.Weinferthatthereisaminorinteractive
effectofneoliberalismonideologyasitpertainstoclimatechangescepticism,yetonethat
isstatisticallysignificant,andthuswecanrejectthenullhypothesisandconfirmthetenets
ofhypothesis2(b).13
4.4.3Visualisations
Figure2:MarginsEffectsPlotforIdeology/NeoliberalismonClimateChangeScepticism
12Itshouldbenotedthatthenon-interactivecoefficients,asperAppendix7.4(ii),are0.321forstability,and0.061forideology.Again,ideologyisnowpositiveratherthannegativeasitwasin§4.3.ThishasnobearingonH2(b),despiteitsinconsistency.13Allcoefficients,asperAppendix7.4(ii),aresignificant,againwiththeexceptionofclimatechangeperformanceandreadinessforclimatechange.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 31
Figure3:MarginsEffectsPlotforIdeology/StabilityonClimateChangeScepticism
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 32
5.0Discussion
Aclearstoryemergesfromtheseresults.Withregardstoneoliberalism,wefindthatthere
isacausalrelationshipwherebymorecapitalist,free-marketsocietiesengenderapublic
morescepticaltothescienceofanthropogenicclimatechange.Thestudyalsoconfirmsthat
thefindingsdonebyMcCright&DunlapintheUnitedStatesaretransferable,namelythat
ideologyhasacleareffectonscepticisminEurope,albeitamoremutedone.Interestingly,
however,itfindsthatdespitethesuccessfulconclusionsgeneratedfromthefirsttwo
hypotheses(regardingneoliberalismandideology,asdetailedabove),theinteractiveeffect
ofneoliberalismonideology’seffectonclimatechangescepticismisnegative:as
neoliberalismisappliedinincreasingvalue,ideologyplayslessofaroleinpredicting
scepticism.Furtherresearchonthiswouldbeinteresting;itcouldbeonaccountofEurope’s
politicsbeinglesspartisan,indicatingalowercorrelationbetweenneoliberalismandwider
ideology.Asitconcernsgovernancestabilityandefficacy,bothourhypotheses–2(a)&2(b)
–havehadtheirnullrejected.Stabilityingovernmenthasbeenshowntodecreaseclimate
changescepticism,anditsinteractiveeffectonideologyhasbeentomutethe
ideology/climatechangerelationshipfurther.Itwouldbeinterestingtoseewhethera
similarresearchmodel,whenappliedtotheUnitedStates,wouldyieldthesameresults.As
alludedtoearlier,greaterstability,alongwithfinancialsecurity,couldhavetheeffectof
psychologicallybarricadingoneofffromtheproblem,ratherthanallowingonethe
breathingspacetotackleit.TheideologicalpartisanshipthatisinviewintheUnitedStates
wouldmakethisdelineationbetweenattitudespresumablymorestark.
Thelinkbetweenthehypothesesregardingneoliberalismandthoseregardinggovernment
stabilityandeffectivenessisplaintosee.Ifwecantransitiontoamoreregulated,less
capitalistmindedsociety,theimplicationswillbesevere.Willsocietiesthatarenolonger
achievingthesamefinancialgrowththatneoliberalismhasunleashedinthepastfour
decadesberesponsivetoashiftinsocio-economicpractice?Onefearsthatiftheydonot,
thestabilityofthegivengovernment,itsrobustnessandefficacy,willcraterinthefallout.
However,previousresearch(Norgaard,2011)suggestsourcurrentlifestyleparadigmisnot
entirelytoblameforthisimpasse.Greedisnotthesolereasonwhyscepticismabounds;
thereareanumberofpsychologicalfactorsthatalsoaccentuateourapathy.Fear,guilt,a
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 33
senseofhopelessness,theyalladdtotheclamourthatthedemographics–age,education,
race,ideology,etc.–populate,aswell.Thereisaclearlinkbetweenideologyand
psychology,thelatterinformingtheformer.Theconclusionsofthelasthypothesissuggest
thatstablegovernanceaccentuatestheeffectofaprogressiveconstituencyinpredicting
lowlevelsofscepticism,inpartbecause–assaidearlier–itprovidesaneconomicbuffer
andgreatersocialsecurityinwhichtheissuecanbepsychologicallyapproachedandsolved.
This,however,requiresaleftleaning,non-neoliberalideology.Similarly,stablegovernance
couldbeusedtoaccentuateneoliberalismitself,ifthesocietyisalreadyright-wing;itwill
acttoprovideaneconomicbufferandgreatersocialsecuritywhichinsteadwill
psychologicallyblindtheconstituency.
Furtherstudieswouldbewelcomeintheattempttoclearlydelineatethelinesand
interactionsbetweenideologyandpsychologyasitpertainstoclimatechangescepticism;
governmentstabilityisjustoneproxybywhichwecanestimateit.Amorerefined
methodologyrepletewithensuingdatasetsquantitativelymeasuringpsychologicalfactors
wouldbeaboon.Atpresent,verylittleresearchhasbeendonetoassessthiswithrespect
topubicopiniononclimatechange,andawidemajorityofthishasbeenqualitativerather
thanquantitative.Forexample,theeffectofreligion–insomecaseswiththeinherent
beliefthatitishumandestinyto‘master’nature–wouldbeanintriguingavenuetogo
down.Similarly,theeffectofcentrists,whomaybeconsideredtobetoolukewarmonthe
subjecttodeploythesortofurgencythatthescienceoftheissuesuggests,andthusbolster
theoveralleffectofthesceptics,wouldalsobefascinating.Furthermore,thedatasetused
forthisdissertation,the8throundoftheEuropeanSocialSurvey,isthefirstofitskindto
includeaquestionnaireexploringpublicattitudestoclimatechange.Asecondsurvey,or
more,wouldbehelpfulinunderstandingthetemporalperspectiveofclimatechange
scepticism.
Thelimitationsoftheresearchalsoextendstothesheergravityofstudiesdoneonthe
UnitedStatesattheexclusionofallelse.DuetotheUnitedStates’brazenexamplesofACC
denial,theyhavetendedtoattractthelion’sshareofthespotlight.Thestudiesdoneonthe
subjectregardingEuropehavebeennarrowedtonationalstudies,ratherthanperspectives
ontheblocasawhole;theresearchdoneontheoutlookofthethirdworldisevenmore
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 34
disheartening.Finally,withregardstotheaggregate,countryleveldata,theoftcriticised
WorldGovernanceIndicatorsusedtocomposetheGovernance/Stabilityindicatorinthis
thesiscouldalsouserefining.Commonobjectionshavebeenthattheyarearbitrary,non-
reproducible,composedwithhiddenbiases,lackinginconceptualclarity,overlycomplex,
andnon-temporal.Itisunderstoodthatgovernance,likemostfacetsofpolitics,isahighly
subjectiveproponent,yetindependentofthiswerecognisetheconclusionsgeneratedfrom
H2(a)andH2(b)willonlygosofarasthesolidityoftheindicatorswillallow.
Ingeneral,theconclusionofthisarticleisthatclimatechangescepticismisnotfully
understoodandrequiresmoreresearchacrosstheboard.Ithasbeenfoundthat
anthropogenicclimatechangescepticismhasfluctuatedinthepastthirtyyearsunderthe
influenceofnumberofdifferentfactors,yetthroughoutthegapbetweentheseverityofthe
problemandthelackofpublicsaliencehasbeendiscerniblethroughout,allacrossthe
Westernhemisphere.Asaresult,nonationisfullypreparedtoeithermitigateclimate
change’seffectssocially,economicallyorpolitically,orevendiscussitontruefacevalue.It
isonlywiththesupportofanenlightenedandunbiasedpublicthattheproblemcanbe
addressed.
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Cooke,B.M.⏐Examiningthegearsofclimatechangescepticism(2018) 35
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7.0Appendices
7.1:PrimaryVariableStatisticsDistributionStatistics
VARIABLES Range Relationship Mean SD
Climatechangescepticism 0-5 Inverse 3.42 0.80Yearsoffulltimeeducationcompleted 0-54 Normal 13.04 3.85Ideology(LefttoRight) 0-10 Normal 5.16 2.24Age 15-100 Normal 49.14 18.61Neoliberalism 0-100 Normal 71.64 6.50Qualityofeducation 0-1 Normal 0.86 0.04Stability 0-5 Normal 3.61 0.57Climatechangeperformance 0-100 Normal 53.81 11.09Readinessforclimatechange 0-100 Normal 65.80 4.52
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7.2:CorrelationsAggregateLevelCorrelations
(1) Variables ccnthum Neoliberalism QualEdu Stability CCPerf. Neoliberalism -0.0562*** 1 QualEdu -0.0849*** 0.755*** 1 Stability 0.0269*** 0.759*** 0.528*** 1 CCPerformance 0.0217*** 0.288*** 0.128*** 0.570*** 1ReadinesstoCC 0.0118* 0.528*** 0.472*** 0.772*** 0.527***
*p<0.05,**p<0.01,***p<0.001EducationLeverCorrelations
(1)Variables eduyrs eduyrs 1QualEdu 0.174***
*p<0.05,**p<0.01,***p<0.001
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7.3:RegressionsEducationLeverVariableRegression (1)VARIABLES Model1 Yearsoffull-timeeducationcompleted 0.0163***
(0.000876)
QualityofEducation -0.347***
(0.0857)
Constant 3.565***
(0.0730)
Observations 42,913R-squared 0.008Standarderrorsinparentheses
***p<0.01,**p<0.05,*p<0.1
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7.4:RandomIntercepts/RandomSlopesModels
(i)Neoliberalism/Ideology
(1)VARIABLES Model1
Ageofrespondent,calculated -0.004***
(2.4*10-4)
Household'stotalnetincome,allsources 4.2*10-4***
(1.6*10-4)
Yearsoffull-timeeducationcompleted 0.014***
(0.001)
Placementonleftrightscale 0.084*
(0.046)
Neoliberalism -0.012*
(0.007)
c.lrscale#c.Neoliberalism -0.002**
(0.001)
QualityofEducation -1.625*
(0.867)
Stability 0.281***
(0.088)
CCPerformance -0.002
(0.003)
ReadinesstoCC 0.008
(0.008)
Constant 4.375***
(0.552)
Standarddeviation-Slope 0.017Standarddeviation-Intercept 0.092Observations 33,741Numberofgroups 21Standarderrorsinparentheses
***p<0.01,**p<0.05,*p<0.1
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(ii)Governance(Stability)/Ideology
(1)VARIABLES Model1 Ageofrespondent,calculated -0.004***
(2.4*10-4)
Household'stotalnetincome,allsources 4.3*10-4***
(1.6*10-4)
Yearsoffull-timeeducationcompleted 0.014***
(0.001)
Placementonleftrightscale 0.061***
(0.024)
Stability 0.321***
(0.086)
c.lrscale#c.Stability -0.024***
(0.006)
QualityofEducation -1.666**
(0.842)
Neoliberalism -0.013**
(0.007)
CCPerformance -0.002
(0.003)
ReadinesstoCC 0.007
(0.008)
Constant 4.475***
(0.536)
Standarddeviation-Slope 0.014Standarddeviation-Intercept 0.089Observations 33,741Numberofgroups 21Standarderrorsinparentheses
***p<0.01,**p<0.05,*p<0.1