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29March2023|3:04PMEDT

What’sTopofMindinMacroResearch:Continuedfocusonbank

stresses

Thisweek:

nBankstresses:agrowthheadwind,notahurricane,butplentyofuncertainty

nMarkets:pricingUSgrowthconcerns

nAIeconomicimpacts,nextAmericanenergyrevolution,Japaninflation

Transcript

JennyGrimberg

+1(212)934-0199|

jenny.grimberg@

GoldmanSachs&Co.LLC

AllisonNathan

+1(212)357-7504|

allison.nathan@

GoldmanSachs&Co.LLC

AshleyRhodes

+1(212)934-4876|

ashley.rhodes@

GoldmanSachs&Co.LLC

Bankstresses:agrowthheadwind,notahurricane,butplentyof

uncertainty

Amidtherecentbankingturmoil,wemaintainthatreducedcreditavailabilitywill

provetobeaheadwindthathelpstheFedkeepUSgrowthbelowpotential,nota

hurricanethatpushestheeconomyintorecession.Indeed,wecontinuetoexpecta

totalgrowthdragfromtighterlendingconditionsof0.25-0.5ppintheUSthisyear,

whichweexpecttomanifestinpartthroughweakerbusinessinvestmentbythe

manufacturing,commercialrealestate,andinformationsectors.Weestimatethis

dragtobemuchsmallerthanwhatwasobservedduringtheGlobalFinancialCrisis,

partlybecausebankswerealreadytighteningtheirlendingstandardsbeforethe

recentturmoil.Thatsaid,webelievetherisksareclearlyskewedtowardalarger

drag.Animmediatesourceofdownsideriskisanotherdepositrun,thelikelihoodof

whichcouldbemosteffectivelyreducedbyanunlimiteddepositguarantee,although

wecontinuetothinkthatsuchaguaranteeisunlikelybarringamoreintensecrisis.A

moresubtleriskcomesfromupwardpressureondepositrates,whichcouldcreate

greaterdownsiderisktocreditavailabilitythanweanticipate.Giventhesedownside

risks,althoughwecontinuetoforecastapeakFedfundsrateof5.25-5.5%,our

probability-weightedforecastfor2Q24isasubstantiallylower4%.

WealsocontinuetoexpecttheEuroareatoavoidarecessionamidthebanking

sectorturmoil.Indeed,theEuropeanbankingsectorisrelativelyhealthy,andother

growthdriversarehelpingoffsetthenegativegrowthimpactoftighterlending

standards,whichweestimatetobearound0.3pp,thoughwecautionthatthe

uncertaintyaroundthisestimateislarge.Accordingly,althoughwecontinueto

expecttheECBtohikeratesby25bpinMayandJuneinlightoflikelypersistent

highcoreinflation,weseerisksinbothdirections.IncontrasttotheUSandEurope,

Investorsshouldconsiderthisreportasonlyasinglefactorinmakingtheirinvestmentdecision.ForRegACcertificationandotherimportantdisclosures,seetheDisclosureAppendix,orgoto

/research/hedge.html.

_

GoldmanSachs

What’sTopofMindinMacroResearch

Chinahasbeenanoasisofrelativegrowthcalmamidtherecentbankstresses,andweexpectthattoremainthecaseasChina’spost-reopeningrecoverycontinuesandpolicymakersremainfocusedongrowth.

Weexpectthegrowthdragfromtighterlendingstandardstomanifestinpartthroughweakerbusinessinvestmentbythemanufacturing,realestate,andinformationsectors

%

0

510152025

Manufacturing

RealEstateIndustry

Education,Health,&Other…

PublicSector

Wholesale

Information

Professional&TechnicalServices

Leisure&Hospitality

Retail

EstimatedShareofUSBankLoans

ShareofUSInvestmentSpending

Utilities

Transportation&Warehouring

Construction

OtherServices

Administrative&Remediation

Mining&EnergyExtraction

Bankloanpercentagesreflecttheaverageofindustrysharesreportedbyregionalbanks(combinedloanbooksofCFG,FITB,HBAN,KEY,MTB,RF,SNV,andZION)andGSestimatesusingofficialdata(CensusDataQuarterlyFinancialReportforcorporatesandFederalReserveFlowofFundsdataforREITsandnonprofits);dataexcludesloanstofarmsandtootherbanks;GDPandemploymentsharesreflect2022data;investmentsharesreflect2019capitalstockaccountsasa%ofprivateandgovernmentfixedassetinvestment.

Source:Companydata,DepartmentofLabor,DepartmentofCommerce,FederalReserveBoard,GoldmanSachsGlobalInvestmentResearch.

Markets:pricingUSgrowthconcerns

USgrowthconcernshavemovedbackintothedriver’sseatformarkets,consistentwithourviewthatgrowthshockswouldplayalargerroleinmarketsthisyearafterthedominantroleforpolicyshocksthroughoutmuchof2022.TheseconcernsareveryapparentinUSrates,whichwecontinuetothinkarepricingtoomuchgrowthdamageand,accordingly,toodeepofaninversionatthefrontendofthecurve.USgrowthconcernsarealsobehindtheDollar’srecentunderperformance,andwerecentlyraisedour3/6mEUR/USDforecaststo1.05(from1.02)toaccountfortherecentdeteriorationintheUSgrowthoutlookwithalessfavorablemixofcreditandmonetarytighteningfortheDollar.GrowthconcernshavebeenlessapparentinUSequitymarkets,whichwecontinuetothinkowestotheviewthatthegrowthdamagefromtherecentbankstresseswillbelargebutheavilyconcentratedonsmallerbusinesses.Whilethismakesequitiesmorevulnerabletoanyintensificationofgrowthrisks,wethinkitisstillsafertopositionfordownsideinareasofthemarketthataremoredirectlyaffectedbycreditproblems,suchassmall-capequities,weakbalancesheetcompanies,industrialcyclicals,andcommercialrealestate.

Whatelseisonourradar?

nWe’refocusedontherecentemergenceofgenerativeartificialintelligence(AI),whichwethinkhasthepotentialtosignificantlyraiselaborproductivityandincrease

globalGDPoverthecomingdecades.Indeed,weestimatethatgenerativeAIcouldultimatelyraiseannualUSlaborproductivitygrowthbyroughly1.5ppovera10-year

29March20232

_

GoldmanSachs

What’sTopofMindinMacroResearch

periodandglobalannualproductivitygrowthbyslightlylessfollowingwidespreadadoptionasworkersdisplacedbyautomationeventuallybecomereemployedandnon-displacedworkersbecomemoreproductive.WeestimatethatthislaborproductivityboostcouldeventuallyincreaseannualglobalGDPby7%,althoughtheactualimpactofAIwillultimatelydependonitscapabilitiesandadoptiontimeline.

nWe’realsolookingaheadtothenextAmericanenergyrevolutionastheUSshalerevolutionisenteringitsageofmaturityandeventualdecline.Wethinkthisrevolutioncancomeintheformofrenewableenergy.Indeed,weestimatethattheUS’InflationReductionAct(IRA)—whichprovidesthemostsupportiveregulatoryenvironmentincleantechhistory—willimprovetheeconomicsofmostcleantechtechnologiesanddrive$3tnworthofinvestmentsacrossrenewableelectrons(solar,wind,EVs,energystorage)andrenewablemolecules(bio-energy,cleanhydrogen,carboncapture)by2032.This,inturn,couldallowrenewabletechnologiestodelivertwicethescaleofenergyproducedbyshale.

nFinally,we’rekeepingacloseeyeontheoutlookforwagegrowthandinflationinJapan.WhileinitialresultsfromJapaneseshuntowagenegotiationscameinwellaboveourestimates,weseeahighbarforsustainablyachievingtheBoJ’s2%inflationtargetfromtheperspectiveofwagegrowthgiventhestagnationinlaborproductivityinrecentyears,whichlikelyreflectsunderinvestmentincapitalstock.Assuch,wethinkthatachievingtheinflationtargetwouldrequireasignificantregimechangeintermsoflaborproductivity.

Relevantresearch

Bankstresses:agrowthheadwind,notahurricane,butplentyofuncertainty:USEconomicsAnalyst(3/28/2023);GlobalViews(3/27/2023);USDaily(3/27/2023);USEconomicsAnalyst(3/27/2023);China(3/26/2023);EuropeanViews(3/26/2023);AsiaViews(3/24/2023);EuropeanEconomicsAnalyst(3/19/2023);EuropeanDaily(3/16/2023);USEconomicsAnalyst(3/15/2023)

Markets:pricingUSgrowthconcerns:GlobalMarketViews(3/28/2023);GlobalFXTrader(3/24/2023);GlobalRatesTrader(3/24/2023);GlobalCreditTrader(3/23/2023);GlobalMarketsAnalyst(3/22/2023);GlobalMarketsDaily(2/21/2023)

Whatelseisonourradar:JapanEconomicsAnalyst(3/27/2023);AmericasTechnology(3/26/2023);GlobalEconomicsAnalyst(3/26/2023);Carbonomics(3/22/2023);JapanEconomicFlash(3/17/2023)

29March20233

_

2023

2024

-10

0

-5

-10

-15

-20

-30

-50

CurrentActivityIndicator(mo,ann.;lhs)HistoricalGDP(yoy.;rhs)

Q42022GDP(yoy;rhs)

GSQ12023GDPEstimate(yoy;rhs)

222324

-70

-90

19

20

21

21

20

19

20

10

0

-10

-20

-30

-40

-50

-60

10

2023

2024

CurrentActivityIndicator(mo,ann.;lhs)HistoricalGDP(yoy.;rhs)

Q42022GDP(yoy;rhs)

GSQ12023GDPEstimate(yoy;rhs)

222324

15

10

5

0

-5

-10

-15

-20

-10

-30

-50

-70

19

20

21

21

19

20

GoldmanSachs

What’sTopofMindinMacroResearch

Macroataglance

USGDPvs.CAI

GlobalGDPvs.CAI

%Chg.

%Chg.

15

10

5

%Chg.

14

US

Global

%Chg.

30

20

10

0

-10

-20

-30

-40

-50

30

12

10

10

20232024

CurrentActivityIndicator(mo,ann.;lhs)HistoricalGDP(yoy.;rhs)

Q42022GDP(yoy;rhs)

GSQ12023GDPEstimate(yoy;rhs)

222324

8

6

4

2

0

-2

-4

-6

-8

-10

Source:HaverAnalytics,GoldmanSachsGlobalInvestmentResearch.Source:HaverAnalytics,GoldmanSachsGlobalInvestmentResearch.

ChinaGDPvs.CAI

EuroareaGDPvs.CAI

China

%Chg.

Euroarea

%Chg.

20

15

%Chg.20

%Chg.

30

30

20232024

CurrentActivityIndicator(mo,ann.;lhs)HistoricalGDP(yoy.;rhs)

Q42022GDP(yoy;rhs)

GSQ12023GDPEstimate(yoy;rhs)

222324

10

5

0

-5

-10

-15

-20

Source:HaverAnalytics,GoldmanSachsGlobalInvestmentResearch.Source:HaverAnalytics,GoldmanSachsGlobalInvestmentResearch.

KeyGSeconomicandmarketforecasts

Equities

Returns(%)

Markets

Economics

E2024

E2023

2023

GS(CY)

2.5

1.7

6.0

0.7

2023

Mkt.

4.42

3.33

1.00

0.09

2024

Interestrates10Yr(%)

S&P500

12m

3m

E2023

E2024

12m

E2023P/E

Last

Last

FX

YTD

GDPgrowth(%)

Cons.(CY)

2.4

1.0

5.3

0.5

GS(CY)

2.6

1.5

4.6

1.3

Cons.(CY)

2.8

1.0

5.0

1.2

GS

4,000

$224

1%

Cons.

Cons.

GS

GS

(Q4/Q4)

Price

EPS

Global

US

China

EUR/$

GBP/$

$/JPY

$/CNY

Credit(bp)

18.3x

13.6x

13.3x

12.5x

US

1.10

1.25

125

6.50

1.05

1.18

132

6.80

4.00

2.25

0.75

3.75

1.08

1.23

131

6.86

4.20

2.75

0.90

4.00

2.5

1.1

6.5

0.6

0.0

21.0

10.0

6.0

4.0

2.0

5.0

6.0

3.55

2.29

0.36

3.32

--

--

--

S&P500

$237

5%

$248

12%

$222

0%

MXAPJ

Topix

STOXX600

Germany

Japan

UK

Growth

Euroarea

2023

2024

2024

Commodities

Consumer

Policyrates(%)

12m

3m

2Q23

4Q23

Last

Last

WageTracker2022(%)

CPI(%,yoy)

4.5

5.5

2.2

Unemp.Rate

3.6

6.7

Unemp.Rate

3.6

6.8

GS

4.63

3.25

2.00

-0.10

GS

5.38

3.50

2.00

-0.10

Mkt.

3.64

2.98

1.25

0.16

Q1

5.5

Q2

5.6

Q3

5.8

Q4

5.4

CPI

(%,yoy)

IG

HY

IG

HY

USD

US

Euroarea

China

Japan

US

Euroarea

China

79

2.03

8,968

1,963

84

3.50

9,500

2,050

94

3.25

11,000

2,050

147

498

196

503

117

400

150

415

115

390

145

405

2.9

2.5

2.2

CrudeOil,Brent($/bbl)

--

--

--

--

NatGas($/mmBtu)

EUR

--

--

--

--

--

--

Copper($/mt)

Gold($/troyoz)

GSCAIisameasureofcurrentgrowth.FormoreinformationonthemethodologyoftheCAIpleasesee“LessonsLearned:Re-engineeringOurCAIsinLightofthePandemicRecession,”GlobalEconomicsAnalyst,Sep.29,2020.MarketpricingasofMarch28,2023.

Source:Bloomberg,GoldmanSachsGlobalInvestmentResearch.

•TopofMind:Ourflagshipmonthlypublication,takingadeep-diveintothemacroeconomicissuesonthemindsofourclients.

29March20234

_

•MacroataGlance:Aweeklysnapshotofthemacrothemeswe’rewatchingandourlatestforecasts.

GoldmanSachs

What’sTopofMindinMacroResearch

•ExchangesatGoldmanSachs:Webringtogetherexpertsfromaroundthefirmandbeyondtodiscussdevelopmentsshapingindustries,markets,andtheglobaleconomy.

29March20235

_

GoldmanSachs

What’sTopofMindinMacroResearch

DisclosureAppendix

RegAC

We,JennyGrimberg,AllisonNathanandAshleyRhodes,herebycertifythatalloftheviewsexpressedinthisreportaccuratelyreflectourpersonalviews,whichhavenotbeeninfluencedbyconsiderationsofthefirm’sbusinessorclientrelationships.

Unlessotherwisestated,theindividualslistedonthecoverpageofthisreportareanalystsinGoldmanSachs’GlobalInvestmentResearchdivision.

Disclosures

Regulatorydisclosures

DisclosuresrequiredbyUnitedStateslawsandregulations

Seecompany-specificregulatorydisclosuresaboveforanyofthefollowingdisclosuresrequiredastocompaniesreferredtointhisreport:managerorco-managerinapendingtransaction;1%orotherownership;compensationforcertainservices;typesofclientrelationships;managed/co-managedpublicofferingsinpriorperiods;directorships;forequitysecurities,marketmakingand/orspecialistrole.GoldmanSachstradesormaytradeasaprincipalindebtsecurities(orinrelatedderivatives)ofissuersdiscussedinthisreport.

Thefollowingareadditionalrequireddisclosures:Ownershipandmaterialconflictsofinterest:GoldmanSachspolicyprohibitsitsanalysts,professionalsreportingtoanalystsandmembersoftheirhouseholdsfromowningsecuritiesofanycompanyintheanalyst’sareaofcoverage.Analystcompensation:AnalystsarepaidinpartbasedontheprofitabilityofGoldmanSachs,whichincludesinvestmentbankingrevenues.Analystasofficerordirector:GoldmanSachspolicygenerallyprohibitsitsanalysts,personsreportingtoanalystsormembersoftheirhouseholdsfromservingasanofficer,directororadvisorofanycompanyintheanalyst’sareaofcoverage.Non-U.S.Analysts:Non-U.S.analystsmaynotbeassociatedpersonsofGoldmanSachs&Co.LLCandthereforemaynotbesubjecttoFINRARule2241orFINRARule2242restrictionsoncommunicationswithsubjectcompany,publicappearancesandtradingsecuritiesheldbytheanalysts.

AdditionaldisclosuresrequiredunderthelawsandregulationsofjurisdictionsotherthantheUnitedStates

Thefollowingdisclosuresarethoserequiredbythejurisdictionindicated,excepttotheextentalreadymadeabovepursuanttoUnitedStateslawsandregulations.Australia:GoldmanSachsAustraliaPtyLtdanditsaffiliatesarenotauthoriseddeposit-takinginstitutions(asthattermisdefinedintheBankingAct1959(Cth))inAustraliaanddonotprovidebankingservices,norcarryonabankingbusiness,inAustralia.Thisresearch,andanyaccesstoit,isintendedonlyfor“wholesaleclients”withinthemeaningoftheAustralianCorporationsAct,unlessotherwiseagreedbyGoldmanSachs.Inproducingresearchreports,membersofGlobalInvestmentResearchofGoldmanSachsAustraliamayattendsitevisitsandothermeetingshostedbythecompaniesandotherentitieswhicharethesubjectofitsresearchreports.InsomeinstancesthecostsofsuchsitevisitsormeetingsmaybemetinpartorinwholebytheissuersconcernedifGoldmanSachsAustraliaconsidersitisappropriateandreasonableinthespecificcircumstancesrelatingtothesitevisitormeeting.Totheextentthatthecontentsofthisdocumentcontainsanyfinancialproductadvice,itisgeneraladviceonlyandhasbeenpreparedbyGoldmanSachswithouttakingintoaccountaclient’sobjectives,financialsituationorneeds.Aclientshould,beforeactingonanysuchadvice,considertheappropriatenessoftheadvicehavingregardtotheclient’sownobjectives,financialsituationandneeds.AcopyofcertainGoldmanSachsAustraliaandNewZealanddisclosureofinterestsandacopyofGoldmanSachs’AustralianSell-SideResearchIndependencePolicyStatementareavailableat:/disclosures/australia-new-zealand/index.html.Brazil:DisclosureinformationinrelationtoCVMResolutionn.20isavailableat/worldwide/brazil/area/gir/index.html.Whereapplicable,theBrazil-registeredanalystprimarilyresponsibleforthecontentofthisresearchreport,asdefinedinArticle20ofCVMResolutionn.20,isthefirstauthornamedatthebeginningofthisreport,unlessindicatedotherwiseattheendofthetext.Canada:Thisinformationisbeingprovidedtoyouforinformationpurposesonlyandisnot,andundernocircumstancesshouldbeconstruedas,anadvertisement,offeringorsolicitationbyGoldmanSachs&Co.LLCforpurchasersofsecuritiesinCanadatotradeinanyCanadiansecurity.GoldmanSachs&Co.LLCisnotregisteredasadealerinanyjurisdictioninCanadaunderapplicableCanadiansecuritieslawsandgenerallyisnotpermittedtotradeinCanadiansecuritiesandmaybeprohibitedfromsellingcertainsecuritiesandproductsincertainjurisdictionsinCanada.IfyouwishtotradeinanyCanadiansecuritiesorotherproductsinCanadapleasecontactGoldmanSachsCanadaInc.,anaffiliateofTheGoldmanSachsGroupInc.,oranotherregisteredCanadiandealer.HongKong:FurtherinformationonthesecuritiesofcoveredcompaniesreferredtointhisresearchmaybeobtainedonrequestfromGoldmanSachs(Asia)L.L.C.India:FurtherinformationonthesubjectcompanyorcompaniesreferredtointhisresearchmaybeobtainedfromGoldmanSachs(India)SecuritiesPrivateLimited,ResearchAnalyst-SEBIRegistrationNumberINH000001493,951-A,RationalHouse,AppasahebMaratheMarg,Prabhadevi,Mumbai400025,India,CorporateIdentityNumberU74140MH2006FTC160634,Phone+912266169000,Fax+912266169001.GoldmanSachsmaybeneficiallyown1%ormoreofthesecurities(assuchtermisdefinedinclause2(h)theIndianSecuritiesContracts(Regulation)Act,1956)ofthesubjectcompanyorcompaniesreferredtointhisresearchreport.Japan:Seebelow.Korea:Thisresearch,andanyaccesstoit,isintendedonlyfor“professionalinvestors”withinthemeaningoftheFinancialServicesandCapitalMarketsAct,unlessotherwiseagreedbyGoldmanSachs.FurtherinformationonthesubjectcompanyorcompaniesreferredtointhisresearchmaybeobtainedfromGoldmanSachs(Asia)L.L.C.,SeoulBranch.NewZealand:GoldmanSachsNewZealandLimitedanditsaffiliatesareneither“registeredbanks”nor“deposittakers”(asdefinedintheReserveBankofNewZealandAct1989)inNewZealand.Thisresearch,andanyaccesstoit,isintendedfor“wholesaleclients”(asdefinedintheFinancialAdvisersAct2008)unlessotherwiseagreedbyGoldmanSachs.AcopyofcertainGoldmanSachsAustraliaandNewZealanddisclosureofinterestsisavailableat:

/disclosures/australia-new-zealand/index.html

.Russia:ResearchreportsdistributedintheRussianFederationarenot

advertisingasdefinedintheRussianlegislation,butareinformationandanalysisnothavingproductpromotionastheirmainpurposeanddonotprovideappraisalwithinthemeaningoftheRussianlegislationonappraisalactivity.ResearchreportsdonotconstituteapersonalizedinvestmentrecommendationasdefinedinRussianlawsandregulations,arenotaddressedtoaspecificclient,andarepreparedwithoutanalyzingthefinancialcircumstances,investmentprofilesorriskprofilesofclients.GoldmanSachsassumesnoresponsibilityforanyinvestmentdecisionsthatmaybetakenbyaclientoranyotherpersonbasedonthisresearchreport.Singapore:GoldmanSachs(Singapore)Pte.(CompanyNumber:198602165W),whichisregulatedbytheMonetaryAuthorityofSingapore,acceptslegalresponsibilityforthisresearch,andshouldbecontactedwithrespecttoanymattersarisingfrom,orinconnectionwith,thisresearch.Taiwan:Thismaterialisforreferenceonlyandmustnotbereprintedwithoutpermission.Investorsshouldcarefullyconsidertheirowninvestmentrisk.Investmentresultsaretheresponsibilityoftheindividualinvestor.UnitedKingdom:PersonswhowouldbecategorizedasretailclientsintheUnitedKingdom,assuchtermisdefinedintherulesoftheFinancialConductAuthority,shouldreadthisresearchinconjunctionwithpriorGoldmanSachsresearchonthecoveredcompaniesreferredtohereinandshouldrefertotheriskwarningsthathavebeensenttothembyGoldmanSachsInternational.Acopyoftheseriskswarnings,andaglossaryofcertainfinancialtermsusedinthisreport,areavailablefromGoldmanSachsInternationalonrequest.

EuropeanUnionandUnitedKingdom:DisclosureinformationinrelationtoArticle6(2)oftheEuropeanCommissionDelegatedRegulation(EU)(2016/958)supplementingRegulation(EU)No596/2014oftheEuropeanParliamentandoftheCouncil(includingasthatDelegatedRegulationisimplementedintoUnitedKingdomdomesticlawandregulationfollowingtheUnitedKingdom’sdeparturefromtheEuropeanUnionandtheEuropeanEconomicArea)withregardtoregulatorytechnicalstandardsforthetechnicalarrangementsforobjectivepresentationofinvestmentrecommendationsorotherinformationrecommendingorsuggestinganinvestmentstrategyandfordisclosureofparticularinterestsorindicationsof

29March20236

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GoldmanSachs

What’sTopofMindinMacroResearch

conflictsofinterestisavailableat/disclosures/europeanpolicy.htmlwhichstatestheEuropeanPolicyforManagingConflictsofInterestinConnectionwithInvestmentResearch.

Japan:GoldmanSachsJapanCo.,Ltd.isaFinancialInstrumentDealerregisteredwiththeKantoFinancialBureauunderregistrationnumberKinsho69,andamemberofJapanSecuritiesDealersAssociation,FinancialFuturesAssociationofJapanTypeIIFinancialInstrumentsFirmsAssociation,TheInvestmentTrustsAssociation,Japan,andJapanInvestmentAdvisersAssociation.Salesandpurchaseofequitiesaresubjecttocommissionpre-determinedwithclientsplusconsumptiontax.Seecompany-specificdisclosuresastoanyapplicabledisclosuresrequiredbyJapanesestockexchanges,theJapaneseSecuritiesDealersAssociationortheJapaneseSecuritiesFinanceCompany.

Globalproduct;distributingentities

GoldmanSachsGlobalInvestmentResearchproducesanddistributesresearchproductsforclientsofGoldmanSachsonaglobalbasis.AnalystsbasedinGoldmanSachsofficesaroundtheworldproduceresearchonindustriesandcompanies,andresearchonmacroeconomics,currencies,commoditiesandportfoliostrategy.ThisresearchisdisseminatedinAustraliabyGoldmanSachsAustraliaPtyLtd(ABN21006797897);inBrazilbyGoldmanSachsdoBrasilCorretoradeTítuloseValoresMobiliáriosS.A.;PublicCommunicationChannelGoldmanSachsBrazil:08007275764and/orcontatogoldmanbrasil@.AvailableWeekdays(exceptholidays),from9amto6pm.CanaldeComunicaçãocomoPúblicoGoldmanSachsBrasil:08007275764e/oucontatogoldmanbrasil@.Horáriodefuncionamento:segunda-feiraàsexta-feira(excetoferiados),das9hàs18h;inCanadabyGoldmanSachs&Co.LLC;inHongKongbyGoldmanSachs(Asia)L.L.C.;inIndiabyGoldmanSachs(India)SecuritiesPrivateLtd.;inJapanbyGoldmanSachsJapanCo.,Ltd.;intheRepublicofKoreabyGoldmanSachs(Asia)L.L.C.,SeoulBranch;inNewZealandbyGoldmanSachsNewZealandLimited;inRussiabyOOOGoldmanSachs;inSingaporebyGoldmanSachs(Singapore)Pte.(CompanyNumber:198602165W);andintheUnitedStatesofAmericabyGoldmanSachs&Co.LLC.GoldmanSachsInternationalhasapprovedthisresearchinconnectionwithitsdistributionintheUnitedKingdom.

GoldmanSachsInternational(“GSI”),authorisedbythePrudentialRegulationAuthority(“PRA”)andregulatedbytheFinancialConductAuthority(“FCA”)andthePRA,hasapprovedthisresearchinconnectionwithitsdistributionintheUnitedKingdom.

EuropeanEconomicArea:GSI,authorisedbythePRAandregulatedbytheFCAandthePRA,disseminatesresearchinthefollowingjurisdictionswithintheEuropeanEconomicArea:theGrandDuchyofLuxembourg,Italy,theKingdomofBelgium,theKingdomofDenmark,theKingdomofNorway,theRepublicofFinlandandtheRepublicofIreland;GSI-SuccursaledeParis(Parisbranch)whichisauthorisedbytheFrenchAutoritédecontrôleprudentieletderesolution(“ACPR”)andregulatedbytheAutoritédecontrôleprudentieletderesolutionandtheAutoritédesmarchesfinanciers(“AMF”)disseminatesresearchinFrance;GSI-SucursalenEspaña(Madridbranch)authorizedinSpainbytheComisiónNacionaldelMercadodeValoresdisseminatesresearchintheKingdomofSpain;GSI-SwedenBankfilial(Stockholmbranch)isauthorizedbytheSFSAasa“thirdcountrybranch”inaccordancewithChapter4,Section4oftheSwedishSecuritiesandMarketAct(Sw.lag(2007:528)omvärdepappersmarknaden)disseminatesresearchintheKingdomofSweden;GoldmanSachsBankEuropeSE(“GSBE”)isacreditinstitutionincorporatedinGermanyand,withintheSingleSupervisoryMechanism,subjecttodirectprudentialsupervisionbytheEuropeanCentralBankandinotherr

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