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47 Penning- och valutaPolitik 2018:1 * We thank Johan Almenberg, Kersn Hallsten, Jesper Lindé, Marianne Nessén, Olof Sandstedt and Karl Walenn for useful comments. We would also like to thank Isaiah Hull and Kasper Kragh-Sørensen for useful literature suggesons. Financial fricons, financial regulaon and their impact on the macroeconomy Daria Finocchiaro and Anna Grodecka* Daria Finocchiaro works at the Monetary Policy Department and Anna Grodecka works at the Financial Stability Department of Sveriges Riksbank. In the aſtermath of the global financial crisis, increasing aenon has been paid to the role played by financial factors in business cycle fluctuaons. The crisis also led to the development of economic policies, beyond tradional microprudenal regulaon, that promote financial stability. Macroprudenal policy is one such tool. It fosters a more resilient financial system by directly tackling systemic risk, that is the risk of a breakdown of the enre financial system with significant economic costs. Yet macroprudenal policy is sll in its ‘infancy’. In this arcle, we first emphasize the importance of financial markets for our understanding of the real economy and how they have tradionally been incorporated in macroeconomic models. Then we discuss the raonale for macroprudenal regulaon and present a cost-benefit framework to evaluate the merits of different macroprudenal instruments; the benefits include a more resilient financial system and stable economy, and the costs involve forgone lending and lower economic acvity. We conclude by summarizing some of the remaining challenges in the field. 1 Introducon I have a simple explanaon [for the first Modigliani-Miller proposion]. It’s aſter the ball game, and the pizza man comes up to Yogi Berra and he says, “Yogi, how do you want me to cut this pizza, into quarters?” Yogi says, “No, cut it into eight pieces, I’m feeling hungry tonight.” Now when I tell that story the usual reacon is, “And you mean to say that they gave you a [Nobel] prize for that?”’ Merton Miller The macroeconomic discipline has come under strong cricism aſter the global financial crisis of 2007–2008, mostly due to the negligence of financial factors in mainstream macroeconomic models. 1 The majority of models used by policymakers and central banks around the world before the crisis did not explicitly allow for well-arculated financial markets: they oſten assumed complete and efficient capital markets where firms’ ownership and capital structures are irrelevant, and so are financial instuons. 2 This is the case, for example, in the widely used New Keynesian workhorse DSGE 3 model by Smets and Wouters (2007). In this stylized model, households (and firms) have full access 1 See the special issue of the Oxford Review Economic Policy ‘Rebuilding Macroeconomic Theory”. 2 Under complete markets, there exists a market with a price for every asset for all possible states of the world. Agents can buy, either directly or indirectly, any asset, that is there exist contracts to insure against all possible eventualies (see Gulko, 2008). Markets are furthermore efficient if prices fully reflect all available informaon (Fama, 1970). 3 Dynamic Stochasc General Equilibrium – a class of macroeconomic models widely used in central banking, but also in academia to assess the effects of different policies.

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Page 1: Financial frictions, financial regulation and their impact ... · microprudential regulation, that promote financial stability. Macroprudential policy is one such tool. It fosters

47Penning- och valutaPolitik 2018:1

* WethankJohanAlmenberg,KerstinHallsten,JesperLindé,MarianneNessén,OlofSandstedtandKarlWalentinforusefulcomments.WewouldalsoliketothankIsaiahHullandKasperKragh-Sørensenforusefulliteraturesuggestions.

Financialfrictions,financialregulationandtheirimpactonthemacroeconomyDariaFinocchiaroandAnnaGrodecka*DariaFinocchiaroworksattheMonetaryPolicyDepartmentandAnnaGrodeckaworksattheFinancialStabilityDepartmentofSverigesRiksbank.

In the aftermath of the global financial crisis, increasing attention has been paid to the role played by financial factors in business cycle fluctuations. The crisis also led to the development of economic policies, beyond traditional microprudential regulation, that promote financial stability. Macroprudential policy is one such tool. It fosters a more resilient financial system by directly tackling systemic risk, that is the risk of a breakdown of the entire financial system with significant economic costs. Yet macroprudential policy is still in its ‘infancy’. In this article, we first emphasize the importance of financial markets for our understanding of the real economy and how they have traditionally been incorporated in macroeconomic models. Then we discuss the rationale for macroprudential regulation and present a cost-benefit framework to evaluate the merits of different macroprudential instruments; the benefits include a more resilient financial system and stable economy, and the costs involve forgone lending and lower economic activity. We conclude by summarizing some of the remaining challenges in the field.

1 Introduction

‘I have a simple explanation [for the first Modigliani-Miller proposition]. It’s after the ball game, and the pizza man comes up to Yogi Berra and he says, “Yogi, how do you want me to cut this pizza, into quarters?” Yogi says, “No, cut it into eight pieces, I’m feeling hungry tonight.” Now when I tell that story the usual reaction is, “And you mean to say that they gave you a [Nobel] prize for that?”’ MertonMiller

Themacroeconomicdisciplinehascomeunderstrongcriticismaftertheglobalfinancialcrisisof2007–2008,mostlyduetothenegligenceoffinancialfactorsinmainstreammacroeconomicmodels.1Themajorityofmodelsusedbypolicymakersandcentralbanksaroundtheworldbeforethecrisisdidnotexplicitlyallowforwell-articulatedfinancialmarkets:theyoftenassumedcompleteandefficientcapitalmarketswherefirms’ownershipandcapitalstructuresareirrelevant,andsoarefinancialinstitutions.2

Thisisthecase,forexample,inthewidelyusedNewKeynesianworkhorseDSGE3modelbySmetsandWouters(2007).Inthisstylizedmodel,households(andfirms)havefullaccess

1 SeethespecialissueoftheOxfordReviewEconomicPolicy‘RebuildingMacroeconomicTheory”.2 Undercompletemarkets,thereexistsamarketwithapriceforeveryassetforallpossiblestatesoftheworld.Agentscanbuy,eitherdirectlyorindirectly,anyasset,thatisthereexistcontractstoinsureagainstallpossibleeventualities(seeGulko,2008).Marketsarefurthermoreefficientifpricesfullyreflectallavailableinformation(Fama,1970).3 DynamicStochasticGeneralEquilibrium–aclassofmacroeconomicmodelswidelyusedincentralbanking,butalsoinacademiatoassesstheeffectsofdifferentpolicies.

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Financial Frictions, F inancial regulation and their impact on the macroeconomy48

tofinancialmarketsandareperfectlyinsuredagainst,forexample,theriskoflosingtheirjobs.Itfollowsthatfinancialinstitutionsareredundantandacentralbank’smainroleistoadjustthepriceofcredit(seeVinesandWillis,2018).Inreality,financialmarketsarefarfromthisidealizedworldandthesemarketimperfections,thatisfinancialfrictions,arealsoimportantforaggregatefluctuations.Asamatteroffact,thedisconnectbetweenthefinancialandrealsidesoftheeconomyisatoddswiththedata.AsdocumentedinJermannandQuadrini(2012),financialflowswerehighlycyclicalevenduringthetranquiltimeoftheGreatModeration.4

Theempiricalrelevanceofmacro-financiallinkagesisnotanewdiscovery.5Economicclassics,suchasKeynes,WicksellorMinskywereawareofthecrucialroleofcreditintheeconomy.However,subsequentmacroeconomicresearchersshiftedtheirfocusawayfromtheimportanceoffinancialmarketsforeconomicdevelopments.Inthe1960s,therevolutionary‘irrelevancepropositions’ofModiglianiandMiller(M&Mhenceforth)identifiedthenecessaryconditionsthroughwhichfinancialfactorswouldprovetobeirrelevantfromatheoreticalperspective.Inanutshell,inasomewhatidealizedworldwithperfectlyfunctioningmarketsandabsentcorporatetaxes,agencyproblems,6informationfrictionsandbankruptcycosts,M&Mstatethatacompany’scapitalstructureisirrelevantforitsmarketvalue.Asaresult,debtandequityareonlytwodifferentwaysofslicingthesamepizza,thatisafirm’svalue.KashyapandZingales(2010)arguethatthetheorem,conceivedtoshowanextremebenchmark,hasovertheyearsbeen(mis)usedasaproofoftheunimportanceofcorporatefinanceforourunderstandingoftherealeconomy.

Inthe1990s,someearlymacroeconomicstudies(BernankeandGertler,1989,andKiyotakiandMoore,1997andCarlstromandFuerst,1997)highlightedtheimportanceofdeviationsfromtheM&Massumptionsandexplicitlyincorporatedfinancialfactorsintogeneralequilibriummodels.Buttogetherwithotherstudiesfocusingonbubbles,panicsandcontagion,theybelongedmoretotheperipheryoftheprofessionratherthantoitscore.Foraverylongtime,financialintermediariesweretreatedas‘aveil’(GertlerandKiyotaki,2010)inmainstreammacroeconomicmodels;7theincreasedeconomicstabilityintheprolongedperiodoftheGreatModerationpartlygavesupporttothenotionthatchangesinfinancialconditionsdidnotmatterformacroeconomicoutcomes.

Therecentcrisisbecameawake-upcallfortheprofessionanditprovidedtwomainlessons.

First,financialintermediationiscrucialforunderstandingbusinesscycledynamics.Whileinnormaltimesthefinancialsectorhelpsfirmsandhouseholdstosmoothincomefluctuations,itmayleadtotheiramplification(Brunnermeier,EisenbachandSannikov,2012)incrisistimes.Someeconomists(seeforexampleJordà,SchularickandTaylor,2013)arguethatfinancial-crisisrecessionsaremorecostlythannormalrecessionsintermsoflostoutput.Theimportanceoffinancialfactorsandinstitutionsforourunderstandingoftheeconomyisfurtherenhancedbytherecognitionthattheycouldalsohaveanimpactoneconomicgrowth(seeLevine,2005).

Second,inaworldwherefinancialinstitutionsarehighlyinterconnected,microprudentialmeasuresshouldbeaccompaniedbymacroprudentialones;onlythelattercanexplicitlytakeintoaccountthesystemicroleofsomefinancialactorsandtheresultingfeedbacksbetweenrealandfinancialsectorsintheeconomy.Microprudentialpolicies(forexamplecapitaladequacyrulesintheBaselaccords)havebeenadoptedbyfinancialregulatorsfordecadesand

4 TheGreatModerationdenotesatimeperiod,startingfromthemid-1980sandinterruptedbytheGlobalFinancialCrisis(2007–2008),characterizedbylowmacroeconomicvolatilityexperiencedinmanydevelopedeconomies.5 Macro-financiallinkagesarelinkagesbetweenfinancialconditionsandmacroeconomicdevelopments.SeeAppendixIofClaessensandKose(2017)forthesummaryofthehistoryofresearchonmacro-financiallinkages.6 Anagencyproblemdescribesthosesituations inwhichoneparty(theagent)actsonbehalfonanother(theprincipal), forexamplewhenamanager actsonbehalf of shareholders. In such situations, conflictsof interests could arise if the incentivesbetweentheagentandtheprincipalarenotaligned.7 Fordiscussionsofthis,seeCaballero(2010),GertlerandKiyotaki(2010),Quadrini(2011)andFernández-Villaverde(2012).

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focusmainlyontherisksofindividualfinancialinstitutions.Assuch,theymightbeinsufficientformaintainingfinancialstability.Incontrast,macroprudentialpolicyattemptstofosterstrongerresilienceofthefinancialsystem(including,forexample,banks,firmsandhouseholds)andreducesystemicrisk,thatistheriskofabreakdownoftheentirefinancialsystemtriggeringseveredamagetotheeconomy.8Theexplicitgoalsofsuchpoliciesaretoreducethepro-cyclicalityofcreditflowsandaddresstheproblemof‘toobigtofail’institutions(thatisbankssystemicallyimportantduetotheirsizeandlevelofinterconnectedness).9Asaresult,differentmacroprudentialmeasureshavebothtimeseriesandcross-sectionalcomponents,thatistheymayaffectthecyclicalaspectsofsystemicriskanditsdevelopmentovertime,andtheymayaffectthedistributionofriskamongdifferentmarketparticipantsatagivenpointintime.Dynamicmacroeconomicmodelsoperatinginarepresentativeagentframework–whereallindividualsareassumedtobeidentical,arewell-suitedfortheassessmentofgeneralequilibriumeffectsofdifferentpoliciesandaddressingthetimedimensionofsystemicrisk.Asshowninthisreview,recentresearchhasalsomadeprogressintacklingthecross-sectionaldimensionofsystemicriskbyexplicitlytakingintoaccounttheheterogeneityoffinancialactorsintheeconomy(seeCorbaeandD’Erasmo,2014andBoissayandCollard,2016,discussedinthisreview).

Manymicro-andmacroprudentialpoliciesaimatloweringleverage,eitherofthebankingsystemorthatofprivateborrowers.Whileitisveryhardtoestablishwhattheappropriatelevelofleverageshouldbe,itcannotbedisputedthatsomeoftheexistingregulations(forexamplelimitedliabilityanddepositinsuranceforbanks,interesttaxdeductionsforcorporationsandhouseholds)encourageborrowingandintroduceawedgebetweenprivateandsocialcostsofdebt,aso-calledexternality.10Atoohighlyleveragedeconomymayleadtodebtoverhangproblems.11Indifficulttimes,highlyleveragedagentstendtodeleveragequickly,andthislikelyhasasignificantnegativeimpactonconsumptionandoutput.AsemphasizedbyTurner(2016),onceleverageishigh,itisdifficulttoreduceitwithoutadverseeconomiceffects.Duringtheglobalfinancialcrisisof2007–2008,manyexistingdebtcontractswereactuallynotrepaid,butshiftedaroundthesystem,fromtheprivatesectortothepublicsector,bothintheUSandinEurope.Pre-emptiveactionsaimingatcurbingthebuild-upofexcessiveleveragearethereforecrucial.

Inreality,policymakersfaceanimportanttrade-offbetweenthecostsofsystemicriskwhichmaterializeonlyincrisistimes,andthelevelofeconomicactivityintranquiltimes,whichislikelytobelowerunderstricterregulation.The‘Greenspandoctrine’wastheconsensusviewbeforetheglobalfinancialcrisis:preemptivefinancialregulationwasperceivedastoocostlyandtoobluntatool(seeJeanneandKorinek,2017)andtheappropriatepolicyinterventionwasbelievedtobe‘ex-post’,thatisatthetimeofthecrisis.Thecrisissignificantlychangedourviewsonthistrade-offbutalsofurtherstressedtheneedtoassessthecostsoffinancialregulationsaheadoftheintroductionofagivenmeasure.Thiscanonlybedoneiftheunderlyingmarketfailure–thespecificsourceofdeviationfromtheidealefficientmarketbenchmarkthatneedstobecorrected–iswellidentified.Thus,thedesignofanappropriatepolicytoolkitshouldideally:

8 Althoughthereisnoconsensusyetonthisissue,ourdefinitionofsystemicriskisinlinewiththeoneoftheEuropeanCentralBank:‘Systemicriskcanbestbedescribedastheriskthattheprovisionofnecessaryfinancialproductsandservicesbythefinancialsystemwillbeimpairedtoapointwhereeconomicgrowthandwelfaremaybemateriallyaffected’(ECB,2018).SeealsoBraconierandPalmqvist(2017)onthisissue.9 Adetaileddescriptionofmicro-andmacroprudentialpoliciesisprovidedinFreixas,LaevenandPeydró(2015).10 Ineconomics,anexternalitydenotesasituationwheretheactionsofonepartyimpactonanotherpartyandsuchinteractionisnottakenintoaccountbyagentsnorreflectedinmarketprices.Passivesmokingandtherelatedhealthcostsareatextbookexampleofnegativeexternality.Individualexcessiveindebtednessanditsimpacton(socially)expensivefinancialcrisesareanotherone.Assuch,anexternalityconstitutesamarketfailure,thatisadeviationfromtheidealmarket.11 SeeMyers(1977)andLamont(1995)forthediscussionofcorporatedebtoverhangandMianandSufi(2014)andMelzer(2017)forhouseholddebtoverhang.

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i. Identifythesourceofmarketfailuretoaddress,

ii. Relyonanadequatecostandbenefitanalysis,

iii. Assesstheeffectivenessofdifferenttools.

Macromodelswithwell-articulatedfinancialsectorsarewellsuitedtoconductpolicyexperimentsbytakingintoaccountalltheaboveingeneralequilibriumset-ups.

Inwhatfollows,wefirstreviewthemostrecentattemptsintheliteraturetoincorporatefinancialfrictions,thatisdeviationsfromtheidealizedM&Mworldwithperfectlyfunctioningcapitalmarkets,inotherwisestandardtheoreticalmacromodels.Thenweevaluatethroughthelensofvariousmodelsboththecosts,thatisforgonelendingandeconomicactivity,andthebenefits,thatisamoreresilientfinancialsystemandstableeconomy,ofdifferentmacroprudentialtools.12

2 ModellingfinancialfrictionsInthemodelsreviewedinthisarticle,financialmarketsdeviatefromtheidealizedM&Mworldforvariousreasons.Sometimesitisassumedthatonlysomeassetscanbetradedincapitalmarkets.Inotherset-ups,somesortofagencyproblemusuallylimitsaccesstocreditmarkets.Thiscanhappenbecauselendersandborrowersareasymmetricallyinformed(informationalfrictions)oriflenderscannotforceborrowerstofulfiltheircontractualagreements(enforcementproblems,seeQuadrini,2011).

Animportantdistinctionintheexistingliteratureiswhetherriskisexogenous,thatisnotinfluencedbyeconomicagents’decisions,orendogenous.Systemicriskfallsintothesecondcategoryanditisoneoftheprimaryreasonsforregulatingfinancialinstitutions.Inanutshell,under-capitalizationofthefinancialsystemleadstorisksnotbeinginternalizedbyfinancialmarketparticipants,whichcanseverelyamplifythesubsequenteconomicdownturnorevencausearecession.Understandingtheunderlyingsourceofmarketfailureiscrucialwhendesigninganefficientinstrumentorcombinationoftoolstoaddressit.13 De Nicolò,FavaraandRatnovski(2012)classifytheseexternalitiesintothreemaincategories:14

i. Strategic complementarities – interactionsbetweenbanksinducingthemtotakeexcessiverisk(FarhiandTirole,2011),thatisbanksmightfinditoptimaltocorrelatetheirportfolioswitheachother’sbecausetheyanticipatethatinacrisiseventtheywillbebailed-outbythegovernment;

ii. Pecuniary externalities,thatisover-indebtednessamonghouseholds,corporationsorbanksmightinducefiresalesduringadownturn.Theresultingnegativeimpactoffallingpricesontheirbalancesheetscanamplifytheslump(Lorenzoni,2008andBianchi,2011);theseeffectsonpricesarenotprivatelyinternalized,therebyinducingagentstotakeontoomuchdebt.

iii. Externalitiesrelatedto interconnectedness,thatisonedistressedbankcouldjeopardizethestabilityofotherfinancialinstitutions(AllenandGale,2000).

Recently,FarhiandWerning(2016)putforthadifferentsourceofexternality,ademandexternality,whichprovidesajustificationformacroprudentialpoliciesinenvironmentswhereoutputisdemand-driven.Financialdecisionsofeconomicagentsinfluencethewealthdistributionintheeconomy,which,throughdifferentmarginalpropensitiestoconsumeamongagents,affectstheaggregatedemandinthepresenceofnominalrigidities.

12 Althoughmonetarypolicycouldalsoimpactonfinancialstability,inthisarticleweleaveadiscussionoftheinteractionsbetweenmonetaryandmacroprudentialpoliciesout.SeeInternationalMonetaryFund[IMF](2005)onthisissue.13 Inreality,over-indebtednessorexcessiverisktakingcanalsobetheresultofbehavioralfactors.Although,thereisavastliteratureexplicitlytakingintoaccountthosefactors,inthisarticlewefocusonstudieswhichdonotconsiderdeviationsfromrationality.14 AlthoughDeNicolò,FavaraandRatnovski(2012)mainlyfocusonexternalitiesaffectingfinancialinstitutions,herewebroadentheirdefinitionsalsotootherfinancialmarketsparticipants,forexampleborrowinghouseholdsandfirms.

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Householdsusuallydonottakeintoaccounttheimpactoftheirfinancialdecisionsonthewealthdistributionandaggregatecapacityoftheeconomy.Macroprudentialpoliciesthatinternalizethisimpactcouldpotentiallyimprovethewelfareoftheeconomy.Asanillustration,onecouldimagineasuddencreditcrunchinaworldwithborrowersandsaverswheremonetarypolicyisconstrainedbythezerolowerbound.Byrestrictingborrowingbeforethecrisis,aregulatorcouldimprovethespendingcapacityofborrowersduringthecrash,therebystabilizingtheeconomy.Thesestabilizationbenefitsarenottakenintoaccountbyprivateagents,thusjustifyingtheregulatoryintervention.

Fortheeaseofexposition,inwhatfollowswedistinguishwhetherthefinancialfrictionimpairsthesupplyordemandofcredit.

2.1 Credit-demandfrictionsEarlyattemptsintheliteraturetoincorporatedeviationsfromtheM&Mirrelevancepropositionintomacromodelsfocusonthedemandsideofcredit.Inthosestudies,macrofinanciallinkagesarisebecausefirmsand/orhouseholdsarefinanciallyconstrained,thatiscapitalmarketsarenotperfectlyfunctioning.Specifically,limitedaccesstocreditmarketscreatesalinkbetweenfirms’andhouseholds’balancesheetconditionsandtherealeconomy.Suchalinkcanactbothasanamplificationtoolandasasourceofbusinesscyclefluctuations,asfurtherexplainedbelow.Inthisrespect,studyingfinancialfrictionshelpstoaddresstwoofthecentralissuesinmacroeconomics:i)understandinghowevenmoderatechangesineconomicfundamentalscanhavelargemacroeconomicconsequencesii)explainingtheoriginsofbusinesscycles.

Financialfrictionscanamplifytheimpactofeconomicdisturbancesviatheirimpactonhouseholds’andfirms’balancesheets.ThisisthecaseintheseminalworkofKiyotakiandMoore(1997)andBernanke,GertlerandGilchrist(1999).Inthefirstpaper,lenderscannotforceborrowerstorepaytheirdebtunlessitiscollateralized.Hence,intheirwork,capitalisbothafactorofproductionandithascollateralvalue,andbothaspectsarereflectedinitsprice.Inabust,dueforexampletodisruptionsoriginatingintheproductionsectoroftheeconomy,so-calledsupplyshocks,movementsinthepriceofcapitalfurtherimpairborrowers’collateralcapacity,therebyaggravatingtheeffectsoftheinitialshock.Therefore,theinteractionbetweencreditlimitsandassetpricesamplifiesandspreadstheeffectsoftheinitialnegativeshocktoothersectors.InBernanke,GertlerandGilchrist(1999),thereareinformationasymmetriesbetweenborrowersandlendersandmonitoringiscostly.Thisagencyproblemcreatesaninterestratespreadbetweeninternalandexternalfundingproportionaltoborrowers’networth.Inadownturn,themarketvalueoffirms’networthdeteriorates.Asaresult,agencycostsincreasecountercyclically,therebyfurtherreducingfirms’borrowingability.Thislastchanneltriggersacontractionininvestmentsandafurtherdeepeningofthecrisis.Thisistheso-called‘financialaccelerator’.Iacoviello(2005)buildsonKiyotakiandMoore(1997)inamodelwherehousinghasadualroleasaconsumptiongoodaswellasacollateralizableasset.Inthatframework,housingpricedipscanconsiderablydepressaggregatedemand.

Furthermore,financialfrictionscanalsobeasourceofbusinesscyclesratherthanamereamplificationtool,asshowninJermannandQuadrini(2012).Alsointheirset-up,firmscoulddefaultontheirdebtsandthislimitstheirabilitytoborrow.Moreover,debtispreferredtoequitybecauseinterestrateexpendituresaretaxdeductible.Crucially,itisfurtherassumedthatfirmscannoteasilychangetheircapitalstructure,thatisthecompositionofdebtandequity.Asaresult,asuddendeteriorationoffirms’financingconditions,aso-callednegativefinancialshock,willforcethemtocutemploymentanddepressaggregatedemand.AccordingtotheestimatesinChristianoMottoandRostagno(2003),a‘liquidityshock’inducedhouseholdstoaccumulatecurrencyattheexpensesofdepositsduringtheGreatDepression.Intheirset-up,financialfactorsareimportantfortherealeconomybecauseafinancialacceleratoràlaBernanke,GertlerandGilchrist(1999)isatwork.

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2.2CreditsupplyfrictionsMorerecently,bankshavebeenexplicitlyincorporatedintomacromodelsinordertoexploretheimpactofcreditsupplyimperfectionsonfinancialintermediationandtherealsideontheeconomy.Inthisstrandofliterature,financial intermediaries’balancesheetconditionsmatterforbusinesscyclesfluctuations.

Inreality,banksfulfilmultiplefunctions.Theycontributetotheefficiencyofthepaymentsystem,channelfundsbetweensaversandinvestors,provideliquidity(demanddeposits)andengageinmaturitytransformation,loanmonitoringandriskmanagement(seeFriexas,LaevenandPeydró,2015).Intheexistingtheoreticalliterature,financialintermediariescanprovideoneormoreoftheabovementionedservices.However,thewell-functioningofthefinancialsystemcanbedisruptedbytheexcessiverisk-taking(ofbankers)orbypoorfinancialregulations.

InGertlerandKaradi(2011),bankschannelfundsfromsaverstoinvestorsandareinvolvedinmaturitytransformation,thatistheyholdlong-termassetsfinancedbyshort-termdeposits.Amoral hazard 15 probleminthefundingmarketscreatesaspreadbetweenlendinganddepositrates.Specifically,asbankerscanchoosetodivertavailablefunds,theirliabilitiesareconstrainedbytheirequitycapital.Asaresult,movementsinfinancialintermediaries’balancesheetswillspreadtotherestoftheeconomyandamplifybusinesscycles.AsimilartransmissionmechanismisatworkinGertlerandKiyotaki(2010),wheredifferentfinancialintermediariesinteractintheinterbankmarketandaresubjecttoshocksthatcanleadtobank-runs.Inbothmodels,thedemandsideofcreditworksinafrictionlessmanner,thatisfirms’borrowingisnotrestrainedbycollateralconstraints.

Moralhazardproblemscouldbemulti-layered.Theycan,forexample,arisebetweendepositorsandbanks,butalsobetweenentrepreneursandfinancialintermediaries.MehandMoran(2010)buildonthedoublemoralhazardframeworkofHolmstromandTirole(1997).Intheirset-up,bankscanmoreefficientlychannelresourcesbetweeninvestorsandentrepreneursbymonitoringthequalityofdifferentinvestmentprojects.Atthesametime,toinducebankstoproperlymonitorandnotinvestinatooriskyloanportfolio,investorsrequirebankstoinvesttheirowncapital,thatistohavesomeskininthegame.Itfollowsthatbankcapitalpositionsinfluencethebusinesscyclethoughabankchanneltransmissionmechanism,thatistheeffectsofsupply-sidedisturbancesareamplifiedandpropagatetotherealsideoftheeconomy.

Borrowers’andfinancialintermediaries’balancesheetconditionsinteractwitheachother.InIacoviello(2015)andMendicinoetal.(2016),boththedemandandsupplysideofcreditareimpaired.InIacoviello(2015),householdandentrepreneurs’borrowingiscollateralizedbyrealestate,asinIacoviello(2005).Banksintermediatefundsbetweensaversandborrowersandaresubjecttoacapitaladequacyconstraint,thatistheirabilitytoraisefundsinthedepositmarketisconstrainedbytheamountofequitycapital.InMendicinoetal.(2016),thebankingsidefeaturestwokeydistortions.First,banksoperateunderlimitedliabilityanddepositsarepartiallyinsuredbythegovernment.Second,uninsuredbankdebtispricedaccordingtotheexpectedeconomy-widebankfailurerisk,therebycreatinganincentiveforbankstorelaxtheirlendingstandards.Onthedemandsideofcredit,bothhouseholdsandentrepreneurscandefaultontheircreditandthecostofexternalfundingistiedtotheirbalancesheetconditions,asinBernanke,GertlerandGilchrist(1999).

Finally,thedegreeofcompetitioninthebankingsectorcanalsoplayaroleformacroeconomicstability.InGeralietal.(2010),banksissuecollateralizedloanstobothhouseholdsandfirms,obtainfundingviadeposits,andaccumulatecapitaloutofretainedearnings.Financialintermediariesoperateinamarketwithimperfectcompetitionandcanadjustratesonlyinfrequently.Thismarketset-upcreatesinterestspreadswhichdependon

15 Moralhazarddescribesthosesituationsinwhichacontractcreatesaconflictofinterestsbetweenthepartiesinvolved.Forexample,aninsurancecontractcouldprompttheinsuredtotakeonmoreriskbecausesheisprotected.

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thebanks’capital-to-assetsratioandthedegreeofinterestrate‘stickiness’.Households’,firms’andbanks’balancesheetconditionsmatterforhowdisturbancespropagateintheeconomy.Similarly,AndresandArce(2012),developaframeworkwhereinvestors’creditcapacityistiedtothevalueoftheirrealestateholdings.Lendingmarginsareoptimallysetbybanksinamarketwithimperfectcompetitionandhaveasignificanteffectonaggregatevariables.Theirfindingsshowthatinthelongrun,strongerbankingcompetitionincreasesoutputbyreallocatingtheavailablecollateraltowardsinvestors.Atthesametime,competitionincreasestheshort-runresponseofoutput,creditandhousingpricestodisturbances.

3 Macroprudentialtools:acostsandbenefitsanalysis

Thissectionevaluatestheeconomicimpactofseveralmacroprudentialmeasuresthroughthelensofdifferenttheoreticalmacroeconomicmodels.16Followingthestructureofsection2,westartbydiscussingmacroprudentialmeasuresthatmostlyaffectcreditdemand,althoughsomeofthesemeasureshaveimplicationsforcreditsupply,too.Wethenendthissectionbydiscussingbankcapitalregulationthatdirectlyaffectscreditsupply.

Manyofthereviewedpapersaddresstheproblemofexcessivehouseholdindebtednessthat,alongwithlowcapitalratiosofbanks,increasestheoverallleverageofthesystem.17 Asexplainedintheprevioussections,toohighleveragecanconsiderablyincreasemacroeconomicvolatility,therebymotivatingtheneedforregulations.Table1summarizesthemainquantitativefindingsofthediscussedpapers.Somepapersmentionedinthissectionprovidemainlyqualitativeinsightsandassuch,theyarenotconsideredinTable1.

Table 1. Quantitative findings of discussed papers.

Paper Findings

LTV regulation

Gelain,LansingandMendicino(2013)

LoweringLTVfrom0.7to0.5lowershousepricevolatilityby4percentandlowershouse-holddebtvolatilityby27percentunderrationalexpectations.Underadaptiveexpectations,itlowershousepricevolatilityby2percentandhouseholddebtvolatilityby18percent.Thevolatilityofconsumption,outputorinflationisnotaffected.

RubioandCarrasco-Gallego(2014)

IncreasingastaticLTVratioupto0.55iswelfareenhancingforborrowersandsavers.AboveLTVof0.55,increasingLTVfurtherdecreasesthewelfareofborrowersandincreasesthewelfareofsavers,leadingtoanoveralldecreaseinwelfare.AcountercyclicalLTVratioreactingtocreditgrowthincreasesthetotalwelfare.

MendicinoandPunzi(2014)

Coupledwithaninterestraterulereactingtocreditgrowth,acountercyclicalLTVrulereac-tingtohousepricesalmostdoubleswelfare,decreasingthevolatilityintheeconomy.

ChenandColumba(2016)

LoweringLTVfrom85to80percentleadstoashort-runreductioninconsumptionandoutput.Inthelong-run,debt-to-incomegoesdownby10percent,outputby0.5percentandhousepricesby0.2percent.StricterLTVrulesimprovewelfare,butonlymarginallysobelowthe60%limit.

Finocchiaro,Jonsson,NilssonandStrid(2016)

Areductionoftheloan-to-incomeratioby10percentinequilibriumrequiresloweringLTVfrom75to69.5percent(by7.22percent).Onaggregate,housingandgoodsconsumptiondonotchange.GDPgoesdownby0.4percent.

AlpandaandZubairy(2017)

StricterLTVregulationisaneffectivetool(second-best)inreducingthehouseholddebt-to-GDPratioattheexpenseofloweroutputandaggregateconsumptionintheshortrun.HigherlevelsofLTVinducemorevolatilityandarewelfare-detrimentalforpatienthouse-holds,whiletheyarepreferredbyimpatienthouseholds.TheoptimalregulatoryLTVratioisataround0.66.

16 SeeGuibourgandLagerwall(2015)foramoregeneraldiscussionofhowmacroprudentialmeasuresaffecttheeconomy.17 SeeEmanuelsson,MelanderandMolin(2015)foradiscussionofriskslinkedtoelevatedhouseholdindebtednessandSverigesRiksbank(2015)foradiscussionofpossiblemeasurestomanagefinancialrisksinthehouseholdsector.

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Grodecka(2017) WhenborrowersareconstrainedbytheLTVconstraintonly,loweringLTVby5percentfrom85percentreducesequilibriumdebttoGDPby8percent,housepricesby2percentandoutputby−0.2percent.Intheshortrun,theeffectsarestronger.TakingintoaccountarealisticdistributionofborrowersacrossdifferentconstraintsinSweden,where60percentofborrowersareconstrainedbyLTV,loweringLTVlowersequi-libriumdebttoGDPby3.09percent,housepricesby3.17percentandincreasesoutputby0.09percentinthelongrun.

LTI/DSTI regulation

Gelain,LansingandMendicino(2013)

Iflendersuseanadditiveborrowingconstraint,putting75percentofweightonlaborincomeand25percentweightonthehousingcollateralvalue,thevolatilityofhousepricesincreasesby3percentandthevolatilityofhouseholddebtgoesdownby44percentunderrationalexpectations,whileitreducesthevolatilityofhousepricesby5percentandofhouseholddebtby49percentinthemodelwithhybridexpectations.Thevolatilityofconsumptionandoutputremainunchanged.

Finocchiaro,Jonsson,NilssonandStrid(2016)

Areductionoftheloan-to-incomeratioby10percentinequilibriumrequiresloweringLTIfrom251to226percent(by25percentagepoints).Theaggregateconsumptiongoesdownby0.1percentandGDPby0.4.

Grodecka(2017) WhenborrowersareconstrainedbytheDSTIconstraintonly,loweringDSTIfrom25percentby5percentreducesequilibriumdebttoGDPby7percentandoutputby−0.4percent,withoutanegativeeffectonhouseprices.Intheshortrun,negativeoutputandhousepriceeffectsarereducedcomparedtoasimilarLTVexperiment.TakingintoaccountarealisticdistributionofborrowersacrossdifferentconstraintsinSweden,loweringDSTIlowersequilibriumdebttoGDPby3.09percent,housepricesby0.21percentandoutputby0.07percentinthelongrun.

Amortization regulation

Chambers,GarrigaandSchlagenhauf(2009b)

Mortgageproductswithflexibleamortizationschemescanincreasehomeownershipupto6p.p.,mostlyamongyoungandpoorpeople.Theiravailabilityalsoincreasesaveragehousesizeandresidentialinvestment.

ForlatiandLambertini(2012)

Inamodelwithtwo-periodmortgageloans,lowearlyamortizationleadstohigherleverage,outputandhousingpricesinequilibrium.Thedynamicresponsestoshocksareamplifiedinthatcase.

ChenandColumba(2016)

Increasingtheamortizationpacefrom50to45yearslowersoutputintheshortandinthelongrun.Long-runoutputisloweredby0.4percent,housepricesby0.5percentanddebt-to-incomeratiobyaround10percent.Welfareimpactofstricteramortizationregulationisnon-linear.

Finocchiaro,Jonsson,NilssonandStrid(2016)

Areductionoftheloan-to-incomeratioby10percentinequilibriumrequiresacceleratingtheamortizationfrom50yearsto44.9years.TheaggregateconsumptiondoesnotchangeandGDPgoesdownby0.3.

Svensson(2016) Inamodelinwhichunconstrainedborrowersfollowtheiroptimalfuturemortgagepath,imposinga2percentamortizationrequirementovera10yearhorizonleadstoanincreaseininitialandaveragedebtfrom7.6to20percent,dependingontheinterestratespreadbetweenthesavingsandmortgagerateandtherefinancingpossibilitiesofborrowers.

Hull(2017) Stricteramortizationruleshavelittleimpactonreducingdebt-to-incomeratiosbecauseoptimizinghouseholdsrefinancetoremainontheirpreferredoptimizationpath.

Grodecka(2017) TakingintoaccountarealisticdistributionofborrowersacrossdifferentconstraintsinSweden,increasingtheamortizationpaceby5percentlowersdebttoGDPby4.2percent,outputby0.09percentandincreaseshousepricesby0.13percent.Intheshortrun,housepricesmayfallunderstricteramortizationrules.

Tax deductibility of mortgage interest rates

Gervais(2002) Abolishinginterestratetaxdeductionsorintroducingtaxationofimputedrentsforhomeownersiswelfareenhancingforallincomequintiles.Theabolitionoftaxdeductibilityofmortgageinterestpaymentsleadstoahomeownershipratethatis4.2percentagepointslower,lowerincometaxes(by2.2percentundertheassumptionofconstantgovernmentrevenues)andalmostunchangedoutput.Ifimputedrentsweretaxedatthesamelevelasbusinesscapitalincome,thehomeownershipratewouldbelowerby4.2percentagepoints,housingcapitalwoulddeclineby8.56percentandbusinesscapitalwouldriseby6.64percent.Incometaxratedecreasesby14percent.

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Chambers,GarrigaandSchlagenhauf(2009a)

Abolishinginterestratetaxdeductibilityincreasesthehomeownershiprateby0.7p.p.,leadstoareductioninincometaxes(underaconstantgovernmentrevenue)andincreaseswelfareby1percent.Whenimputedrentsfromowningareequalizedwithtaxesonincomefromrentalunits,resourcesareredistributedfromhousingtobusinesscapital.Averageandmarginaltaxratesarereduced,increasingtheincomeandhomeownershiprate(by3p.p.).Welfareincreasesby3.3−3.7percent.

ChoandFrancis(2011)

Removingmortgageinterestdeductibilitydecreaseshomeownershipby0.07p.p.andincreaseswelfareby0.16percent.Applyingtheincometaxratetousuallyuntaxedimputedrents,leadstoafallinhomeownershipby34.73p.p.andwelfareincreasesofalmost10percent.Taxincentiveshavelittleimpactonwealthinequality.

Floetotto,KirkerandStroebel(2016)

Abolishinginterestratetaxdeductionslowershousepricesbyupto3percentintheshortrunandby1percentinthelongrun.Homeownershipratedropsby14.76p.p.(from72.27percent),and17.8percentofagentsareworseoffinthenewsteadystate.Taxingimputedrentsleadstoadropinhomeownershiprateby32.29percentagepoints,ashort-rundecreaseinhousingpricesby11percentanda4percentdecreaseinthelongrun.52.4percentofagentsareworse-offinthenewsteadystate.Transitionwelfarecostsarehigherthansteadystatewelfarecosts.

ChenandColumba(2016)

Loweringtaxdeductibilityofmortgageratesdecreaseswelfare.Loweringtaxdeductibilityfrom30to35percentdecreasesthedebt-to-incomeratiointhelongrunby2.2percent.Ifadditionalgovernmentrevenueisredistributedtohouseholds,thepolicychangecanhavenoeffectonoutput.

Finocchiaro,Jonsson,NilssonandStrid(2016)

Alltheexperimentsrefertoapolicychangeloweringdebt-to-incomeby10percent.Ifgovernmenttransferstheadditionalrevenuetoborrowersandsaversinproportionoftheirsalary,taxdeductibilityhastobeloweredfrom30percentto2.8percent,leadingtoanincreaseofgoodsconsumptionby0.2percentandaGDPlowerby0.3percent.Ifthegovernmenttransfersadditionalrevenuesonlytoborrowers,taxreliefhastobeloweredto−6percent.Aggregateconsumptiongoesdownby0.1percentandGDPby0.6percent.Theadditionalrevenuecanbeusedtoboostpublicconsumption.Inthatcase,thegovern-menthastolowerthetaxdeductibilityto6.2percent.AggregateconsumptiongoesdownbutGDPincreasesby0.3percent.

AlpandaandZubairy(2016)

Areductionofinterestratedeductibilityfrom100to70percentlowersthesteadystateoutputby0.22percentandborrowers’welfareby0.59percent,whilesaversgain0.22percentofwelfareandrenters0.33percent.Introducingataxonimputedrentof7.7percentleadstoafallinthesteadystateofoutputby0.26percent,welfarelossesforsavers(−0.17percent)andborrowers(−0.3percent)andwelfaregainsforrenters(+0.33percent).

AlpandaandZubairy(2017)

Abolishingtaxdeductibilityofmortgageinterestratesiswelfareenhancing.Loweringthetaxdeductibilityofmortgageratesisthemosteffectivemeasureintermsofthereductionofhouseholdindebtednessperunitoflostoutput.

SommerandSullivan(2017)

Eliminatinginterestratedeductibilityincreaseshomeownershipfrom65to70percentandlowershousepricesby4.2percent.Mortgagedebtgoesdownby31percent.Welfareishigherby0.757percent.Inthetransitiontothenewsteadystate,58.4percentofagentsarebetter-offwithoutmortgagetaxdeductions.

Capital regulation

Gertler,KiyotakandQueralto(2012)

Introducingasubsidy(0.0061)perunitofoutsideequityfinancedwithataxontotalassets,whichtogetherhasaflavorofcountercyclicalcapitalrequirementforoutsideequity,leadstoincreaseinwelfareby0.285percent.

AngeloniandFaia(2013)

Regulatorycapitalratioslowerbankrisk,definedasbankrunprobability.Mildlycountercyclicalcapitalratiosdampenthebusinesscycle.

CorbaeandD’Erasmo(2014)

Increasingtherisk-weightedcapitalrequirementfrom4to6percentleadstoanincreaseininterestratesby50basispoints,and9percentdeclineinlendingandintermediatedoutput.Depositinsurancedecreasesby59percentduetoadecreaseinbankexits.

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CovasandDriscoll(2014)

Introducingaliquidityrequirementlowersequilibriumloansupplyby3percent,whileincreasingbankholdingsofsafesecuritiesby6percent.Outputdeclinesby0.3percentandconsumptionby0.1.Whenrisk-basedcapitalrequirementsareincreasedfrom6to12percent,banksecuritiesholdingsincreaseby9percent.Loansupplydecreasesby1percent,outputandconsump-tionby0.1percent.

Clercetal.(2015) Thereisanoptimalrisk-basedcapitalratio:10.5percentforbusinessloansand5.25per-centformortgages.Highbankleverageamplifiesthebusinesscycles.Theeffectofcountercyclicalcapitalratiosisambiguous:mayamplifyordampenthebusi-nesscycle,dependingonthelevelofcapitalratio.

ChenandColumba(2016)

Increasingriskweightsonhouseholds’mortgagesfrom25%to30%lowershouseholddebtintheshortrunby0.5percentandaggregateconsumptionby0.05.Inthelong-run,thedebtlevelisalmostunchanged.Inthesteadystate,theDTIratioincreasesby0.5percent,aggregateconsumptionfallsby2percentandoutputby2.4percent.Increasingriskweightsonmortgagesiswelfareimproving,withdiminishingmarginaleffectaboveariskweightof40percent.

Begenau(2016) Thereisanoptimalrisk-basedcapitalratio:14percentforU.S.calibration.Higherriskratiosmayleadtomore,notlesslending,duetohouseholds’demandforliquidbanks’assetsanditsimpactonbankfundingcosts.Lowerbankleveragereducesoutputvolatility.

BegenauandLandvoigt(2017)

Thereisanoptimalcapitalratio:15%.Increaseincapitalrequirementsleadstoariseintheshadowbanking.Theaggregatebankingsystembecomessaferunderhighervaluesofcapitalratios.

BoissayandCollard(2016)

Theneedforregulationarisesduetoanagencyproblemonthemarketofinterbankloans.Introducingcapitalandliquidityrequirementsiswelfareenhancing.TheoptimalpolicymixforU.S.calibrationentailsaleverageratioof17.35%,aliquidityratioof12.5%andarisk-weightedcapitalrequirementof19.83%.

Davydiuk(2017) OptimalRamseypolicyrequiresacyclicalcapitalratio,mostlyintherangeof4to6percent.Itcanraiseabove6percentinperiodsofabnormaleconomicgrowth.

3.1 Loan-to-valueregulationLoan-to-value(LTV)regulationisaverypopularmacroprudentialtool,widelyappliedinadvancedandemergingeconomies(seeAkinciandOlmstead-Rumsey,2018).Themajorityoftheoreticalmacroeconomicstudiesevaluatingtheeffectivenessofloan-to-valueregulationfocusonthetime-dimensionofsystemicriskandoperateinanenvironmentwithlimitedheterogeneity.Inthisclassofmodels,agentsareusuallyclassifiedintworepresentativegroups:borrowersorsavers,and,assuch,thecross-sectionalaspectsofborrowinglimitsareoftenleftoutfromtheanalysis.Moreover,theexistingstudiesmostlyconcentrateonLTVregulationinthecontextofmortgageborrowing.Fromamicroprudentialperspective,LTVconstraintstypicallystemfrommoralhazardproblemsbetweenborrowersandlendersandaredesignedtosecurethelenders’payoffinthecaseoftheborrowers’default.Atthesametime,anLTVconstraintlinksdebttoassetpricesandcreatescollateralexternalitiestherebyimpactingonsystemicrisk,somethingthatcanbeaddressedbymacroprudentialinterventions.

LTVregulationcanaddressexternalitiesarisingbothonthesupplysideandonthedemandsideofcredit.Fromtheperspectiveoflenders,LTVlimitsimposequantityrestrictionsontheirassetallocation.Thismitigatesexternalitiesconnectedtostrategic interactionsthatcouldinducebankstoreducetheirlendingstandardsandtakelargeriskexposures.Fromtheperspectiveofborrowers,LTVconstraintsaddresstwomainexternalities:ademand externalityandpecuniary externalities.Householdstakingondebtdonottakeintoaccounthowtheirbehaviorimpactswealthdistributionintheeconomy,thedevelopmentofhousingprices,generaldebtlevel,andmorebroadly,output.Once

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anegativeshockhitstheeconomy,foreclosurestendtoleadtofurtherhousepricefalls,generatingnegativefeedbackloops(seeFrame,2010).

Asidefromthecollateralfunction,LTVregulationcanbeseenasprotectionofhomeownersfinancingtheirhouseswithmortgages,giventhatitensuresaminimumequitystakeinthehome.Thisstakeactsasacushionagainstnegativehomeequity.AsMianandSufi(2014)explain,homeownershaveajuniorclaimonhomeandtakethefirstlosseswhenhousepricesstarttodecline,whicherodestheirequity.Moreover,ahousepricecollapsemayleadtodebtoverhangofhomeownerswhostarttoreducetheirconsumptiontomaintainthedebtservice,whichcreatesabignegativedemandeffectontheeconomysincetheirmarginalpropensitytoconsumeisusuallyhigherthanfortherestofthepopulation.Assuch,imposingLTVrequirements,asidefromsecuringlenders’payoffinthecaseofborrowers’default,protectsborrowersaswell,and,correctingforthedemandexternality,hasfar-reachingmacroeconomicimplications,beyondthedistributionoflossesbetweenthelendersandborrowers.HighLTV,meaninglowborrowers’equityinthehouse,mayalsolowerborrowers’incentivestohonortheirdebtobligations,thatisitmayincreasetheprobabilityofdefaultwhenhousepricesstarttofall,whichwillinturnnegativelyaffectbanks.Thusbyloweringtheleverageoftheeconomy,LTVlimitsstabilizebusinessfluctuations.However,toostrictLTVrequirementsmaybealsonegativefortheoutput18 or evenwelfare-detrimental,asdiscussedinthissection.

MostoftheexistingtheoreticalliteraturetacklingthisissuebuildsonIacoviello(2005).SincestricterLTVlimitsreduceborrowers’leverage,acommonfindinginthisstrandofliteratureisthatstricterLTVregulationiseffectiveinreducingmacroeconomicvolatility(Gelain,LansingandMendicino,2013;RubioandCarrasco-Gallego,2014andMendicinoandPunzi,2014)andhouseholdindebtedness(ChenandColumba,2016,Finocchiaroetal.,2016,AlpandaandZubairy,2017andGrodecka,2017).Thesebenefitscomeatthecostofloweroutput,aggregateconsumptionand,insomecases,borrowers’welfare(seeTable1fortheestimates).

LTVrequirementscanbeexplicitlydesignedtoaddresstheprocyclicalityofcreditflowsissue.RubioandCarrasco-Gallego(2014)examinewelfareimplicationsofdifferentstaticLTVlevels,alongwiththeeffectsofintroducingamacroprudentialTaylor-typerulethatreactstocreditgrowth.TheyfindthatacountercyclicalLTVrulethatrespondstochangesincreditiswelfare-enhancing.Inasimilarsetup,MendicinoandPunzi(2014)studywelfareimplicationsofcountercyclicalLTVrulesinatwo-countrymodelwheremonetarypolicymayrespondtohouseholdindebtednessorhouseprices.TheLTVpolicymaximizingsocialwelfaredependsontheassumedbehaviorofmonetarypolicymakers.LargestwelfaregainscomparedtostaticpoliciesareobtainedwhenLTVreactscountercyclicallytohouseprices,whileinterestratereactstocreditgrowth.

3.2 Loan-to-income/Debt-service-to-incomeregulationLoan-to-income(LTI)anddebt-service-to-income(DSTI)regulationsimposealimitonborrowingordebtserviceinrelationtodisposableincome,therebydirectlytargetingriskyborrowerswhomightalsoraisemacropudentialconcernsinthepresenceofpecuniaryanddemand externalities.19Onthesideofthelender,similarlytoLTVregulation,theselimitsaddressthestrategic interaction externality,preventinglendersfromloweringtheircreditstandards.Notably,DSTIlimits,bydirectlylinkinginterestrateexpensestodebt,enhancethetransmissionmechanismfrominterestratesintocreditgrowth,housepricesandaggregatedemand.LTIandDSTIlimitscancoexistandtheycomplementbothLTVcapsandcapital

18 Hereandinwhatfollows,wereferto‘outputcosts’intermsofGDPlevels;thepapersreviewedinthisarticlearesilentonthepotentialeffectsofdifferentpoliciesongrowthrates.19 SeeAlfelt,LagerwallandÖlcer(2015)fortheanalysisofLTIasapolicymeasure,withthefocusonSweden.

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adequacyrequirements.Someofthereviewedpapersspecificallyaddresstheinteractionsbetweendifferentregulations(seeGreenwald,2016andGrodecka,2017).

LoweringLTIandDSTIlimitsreduceshouseholdindebtedness(Finocchiaro,etal.2016,Grodecka,2017)andlowersthevolatilityofhousepricesandcreditintheeconomy(Gelain,LansingandMendicino,2013).ThismayhowevercomeatthecostoflowerGDP.

WhiletheliteratureconsideringLTVrequirementsforborrowinghouseholdsisfairlyextensive,theoreticalmodelsincorporatingLTIorDSTIconstraintsaremuchrarer,despitetheirimportantroleinthelendingprocessinmanycountries(seeAkinciandOlmstead-Rumsey,2018).Someofthemacroeconomicpapersconsiderconstraintsappliedtoborrowersinseparatemodels,withoutstudyingtheircoexistenceandinteraction.AnexampleisFinocchiaroetal.(2016)whostudytheeffectsofmacroprudentialpoliciesseparatelyinamodelwhereborrowersaresubjecttoLTIconstraintsandinamodelwhereborrowersaresubjecttoLTVconstraints.TheyfindthatstricterLTIlimitsareeffectiveinloweringdebttoGDPatthecostofloweroutputandconsumption.

Moreresearchisneededontheinteractionofdifferentborrowingconstraintsthatareappliedtoborrowersbylenders.20AnearlyexampleofconsideringLTVandLTIlimitsinonegeneralequilibriummodelisthepaperbyGelain,LansingandMendicino(2013)whostudytheimpactofborrowingconstraintsonthevolatilityobservedintheeconomy.21 Inoneoftheirexperiments,theyaugmenttheirtypicalLTVborrowingconstraintwithaloan-to-incomepart,concludingthatsucharuleiseffectiveindecreasingthevolatilityofdebtintheeconomy.Tworecentpapersmoreexplicitlyaccountforthecoexistenceofdifferentborrowingconstraints(Greenwald,2016,Grodecka,2017),augmentingatypicalIacoviello(2005)stylecollateralconstraintwithapayment-to-income/debt-service-to-incomeconstraint.22Theyconcludethattheeffectivenessofloan-to-valueregulationasamacroprudentialtoolinsuchaframeworkislowered,becausenotallborrowersintheeconomyarealwaysboundbythisconstraint.DSTIlimitsseemtohaveabiggerimpactontheeconomyinthissetup.

3.3AmortizationregulationAmortizationrulesspecifytherepaymentofdebtprincipalinthecaseofalong-termdebtcontract.Assuch,theydirectlyaffectthespeedofdeleveraging.Theamortizationpaceimpactstheevolutionoftheloan-to-valueofagivencontract,andhence,itcanhandlesituationswherehouseholdsoverborrowinthepresenceof,forexample,pecuniary or demand externalitiesorbehavioralfactors.Amortizationregulationcanalsointroducelimitationsforlending,influencingbanks’assetsandtheircomposition,correctingthereforeforexternalitiesarisingduetostrategic interactions.

Traditionalmortgageamortizationschemesrequireagradualrepaymentoftheprincipleovertimeandtheseannuitymortgagesarethemostcommonformofamortizationarrangementsworldwide(foraninternationalcomparisonofmortgagetermsseethereportbyLea,2010).However,somecountriesallowformoreflexibleschemesunderwhichamortizationpaymentsvaryovertimeandmaybefrontloadedorbackloaded.IntheU.S.,beforethecrisisof2007–2008,someloancontractsevenallowednegativeamortization;insuchcontracts,themonthlydebtservicedidnotcoverinterestpayments,causingthe

20 Modelsintheoverlapping-generationsframeworkoftentakeintoaccountacoexistenceoftwoborrowinglimits.However,theirinteractionisrarelyafocusoftheanalysis.Moreover,someofthemoperateinapartialequilibriumcontext,excludingtheanalysisofgeneralequilibriumeffects.21 Theadditiveborrowingconstraint inGelain,LansingandMendicino(2013),putting75percentofweightonlabour incomeand25percentweightonthehousingcollateralvalue,turnsouttohavenoimpactonthevolatilityofconsumptionoroutput.Thedecreaseinthevolatilityofhouseholddebtisdrivenbythefactthatincludingtheincomeintheborrowingconstraintinducescountercyclicalityoftheloan-to-valueratioandstabilizesthedebt.22 WhileGreenwald(2016)focusesonaconstraint-switchingeffectduetowhichborrowersswitchbetweenbeingboundbyaDSTIorLTVconstraint,Grodecka(2017)studiestheinteractionoftwoconstraintsinamodelwithoccasionallybindingconstraints,includingsituationswhenborrowersareconstrainedbybothLTVandDSTIregulationatthesametime,orbyneitherofthem.

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principaltoincrease.InSweden,butalsoforexampleDenmark,U.K.orAustralia,interest-onlymortgagecontractshavealsobeen/arepopular,inwhich,foracertainperiod,onlytheinterestonloansispaid.Theseamortizationschemes,inpractice,backloadtheprincipalpayment,whichmeansthatborrowers’homeequityisnotincreasingovertime.Thismayreducetheincentivesoftheborrowertohonorhisdebtobligation,asdiscussedintheLTVsection.Chambers,GarrigaandSchlagenhauf(2009b)showthatflexibleamortizationschemesenablebettermatchingofthelife-cycleprofilesofborrowers,potentiallyincreasingthepoolofborrowersandthushomeownership,mostlyamongyoungandpoorpeople.23

WhileLTVrulesmostlyapplyattheoriginationoftheloan,traditionalamortizationschemesensurethat,overthedurationoftheloancontract,theLTVofexistinghomeownersgoesdown.Thus,similarlytostricterLTVorLTIratios,stricteramortizationrulesreducetheleverageofthesystemand,accordingly,businesscyclefluctuations(ForlatiandLambertini,2012;ChenandColumba,2016,Finocchiaroetal.,2016andGrodecka,2017).Atthesametime,theymaynotcoincidewithsomeborrowers’optimalrepaymentpath,whichcaninducetheborrowerstotrytocircumventtheforcedamortization(Svensson,2016andHull,2017).24Thecostofstricteramortizationrulesmayalsoincludeloweroutput(ChenandColumba,2016;Finocchiaroetal.,2016andGrodecka,2017).BesidestheirinfluenceontheaverageLTVintheeconomy,amortizationrulesalsohaveadirectimpactonthebindingnessofDSTIconstraints,asstricteramortizationrulesincreasetheperiodicaldebtservice,whichmaybetoadisadvantageforcertaintypesofhouseholds.

3.4Housing-relatedtaxpolicymeasuresHousing-relatedtaxpolicymeasuresusuallyaimatpromotinghomeownership.However,asaby-product,throughthepreferentialtaxtreatmentofhomeowners,theyalsoincentivizehouseholdleverageandhenceinteractwithothermacroprudentialtoolsthataimataddressingoverborrowing.Amongallthemeasuresconsideredinthisarticle,theconclusionsofresearchontax-relatedmeasuresarethemostdisparate.Existingstudiesusuallyfocusontheimpactofthesepoliciesonhomeownershipratesandwelfare.Inwhatfollows,wefocusontheresearchthattacklestheissueofmortgageinterestratetaxdeductibilityandthetaxationofimputedrents.Inmostcountries,thereisnotaxdeductiononmortgageinterestpaymentsandimputedrentsarenottaxed(seeOECD,2017andAndrews,CalderaandJohansson,2011).However,mortgageinteresttaxdeductionsarerelativelymorepopularthantaxingimputedrentsandsomecountriesallowforthefulldeductionofinterestpaymentsfromtaxableincome.

Howwouldtheabolitionofinterestratedeductibilityimpactonhomeownershipandwelfare?AccordingtoGervais(2002),ChoandFrancis(2011)andFloetotto,KirkerandStroebel(2016),operatinginanoverlappinggenerationsframework(OLG),25suchapolicywouldreducethehomeownershiprate,butincreasewelfareintheeconomy.Taxdeductionslowertherevenueofthegovernmentwhichcouldbespentonloweringforexamplelabortaxesintheeconomy.Thus,itisnotobviouswhicheffectstheabolitionoftaxdeductionswouldhave.Infinitehorizonmodelsmostlyfocusonthecostsideofstrictertaxpolicies:ChenandColumba(2016)andFinocchiaroetal.(2016)showthatthesteadystateimpactofabolishinginterestratedeductionsdependsonhowthegovernmentdecidestospendtheadditionaltaxrevenue.ChenandColumba(2016)concludethatloweringmortgageinterest

23 However,thisflexibilitydoesnothaveobviousimplicationsforthevolatilityofborrowers’consumption,whoseeffectdependsonthelevelofinflationineconomy.24 Svensson(2016)showsthatunconstrainedhouseholdscanreacttoanamortizationrequirementbyincreasing,notdecreasingtheirdebt:theywillinitiallyborrowmorethanplanned,investthesuperfluousamountinasavingsaccountandusethewithdrawalsfromthisaccounttosatisfytheregulation.Onarelatednote,Hull(2017)showsthatintroducingstricteramortizationrequirementsinasetupwhereborrowershaveaccesstoconsumerloanslowerstheaggregatedebt-to-incomeratioonlyslightly.Thisisduetothefactthat,evenifanamortizationpathissuggestedbytheregulation,peoplecanstillrefinanceandusetheobtainedfundstonullifypreviousperiods’amortizationinordertofollowtheiroptimalamortizationpath.25 Inoverlappinggenerationmodels,agentsindifferentphasesoftheirlife,thatisyoungandold,interactwitheachother.

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ratetaxdeductibilityreduceswelfare,AlpandaandZubairy(2016)andAlpandaandZubairy(2017)confirmthisconclusion,butonlyfortheborrowersintheeconomy.Anothersetofstudies,findsoppositeeffectsofhouse-relatedtaxincentivesonthehomeownershiprateinOLGset-ups.Chambers(2009a)findthateliminatingtheinterestratetaxdeductionleadstoasmall,butpositiveeffectonthehomeownershiprate.26ThewelfareeffectsfromabolishingtaxdeductibilityinChambers,GarrigaandSchlagenhauf(2009a)arepositive.SommerandSullivan(2017)secondtheseresults.

Theimpactofintroducingtaxationonimputedrents27ismostlyqualitativelysimilartotheeffectsoflowerinteresttaxdeductibility.Gervais(2002),andChoandFrancis(2011)concludethatintroducingtaxationofimputedrentshasstrongernegativeeffectsonhomeownershipratesthanabolishinginterestratetaxdeductibility.Floetotto,KirkerandStroebel(2016)confirmtheresultsforhomeownership,butincontrasttotheotherstudies,findthatintroducingataxonimputedrentsturnsouttobewelfaredetrimental.Chambers,GarrigaandSchlagenhauf(2009a)concludethatintroducingimputedrentstaxationcanincreasethehomeownershiprateandiswelfareimproving.AlpandaandZubairy(2016)showthatitismostlyrentersthatbenefitfromtaxingimputedrents,whilehomeownerssufferfromthispolicy.

Apartfromhomeownershipandwelfare,housing-relatedtaxationalsoinfluencesbusinessdecisionsoffirms.Ifhomeownershipispromoted,moreresourcesareallocatedtotheconstructionsector.Gervais(2002)andChambers,GarrigaandSchlagenhauf(2009a)findthatwhenthesetaxincentivesarelowered,resourcesareredistributedfromhousingtobusinesscapital.

Throughtheirimpactonhouseholdleverage,housing-relatedtaxescanalsoimpactthedebtlevelintheeconomy.Lowerlevelsofinterestratetaxdeductibilityareeffectiveinreducinghouseholddebt(ChenandColumba,2016,Finocchiaro,etal.,2016,AlpandaandZubairy,2017).Lowerhouseholdleveragemaycomeatacostofloweroutputintheeconomy,butthismostlydependsonhowthegovernmentspendstheadditionalrevenue,asdiscussedintheearlierpartofthissubsection.

Tosum-up,theconclusionsfromtheliteratureonhousing-relatedtaxpolicymeasuresvarygreatlyanddependtoalargeextentontheassumptionsregardinghouseholds’heterogeneity,OLGversusrepresentativeagents’frameworks,anddifferentaspectsoftherental market.

3.5CapitalregulationCapitalregulationdirectlyaffectsthesupplyofcreditintheeconomyanditiswidelyusedworldwide(seeKara,2016).Mostofthemacroeconomicmodelsstudyingcapitalregulationfocusonthetime-dimensionofsystemicriskandtheprocyclicalityofbanklending.Banksarehighlyleveraged,hencebothchangesontheassetsideoftheirbalancesheets(loandefaults,fallingpricesofcollateral)andontheliabilityside(rolloverproblems,bankrunsbydepositors)caneasilyleadtoadisruptioninbankactivitiesandbankdistressorevenbankruptcies.Theprocyclicalityoffinancialflowsisheightenedinthepresenceofexternalitiesdefinedinsection2.Whenbankshavecorrelatedportfolios(duetostrategic interactions),theywilllikelywanttoliquidatetheirportfoliosatthesametime,creatingthefiresalesproblemanddownwardpricingspirals(pecuniary externalities).Duetotheinterconnectedness ofbanks,problemsinoneinstitutioncanspreadtoothers,amplifyingtheinitialcrisis.Inthiscase,microprudentialregulationcomplementsmacroprudential

26 Thisisduetothefactthatdecliningdemandformortgagesandowner-occupiedhousingaftertheabolitionresultsinanincreaseofthedemandforrentalunits,whichraisestheirprice.Moreover,undertheassumptionofconstantgovernmentrevenue,incometaxesinthemodelwillbelowered,whichalltogetherhasaslightpositiveimpactonthehomeownershiprate.27 Imputedrentreferstotheimpliedincomethatahomeownermakesbecausehedoesnothavetopayrenttoalandlordcomparedtoarenterthathastopayrentalcosts.Insomecountries,theimputedrent,asarentthatthehomeownerpaystohimself,istaxed.

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regulationandhelpstomitigatesystemicrisk(seeFreixas,LaevenandPeydró,2015).Ifeachindividualbankinginstitutionislessleveragedduetoindividuallyimposedcapitalrequirements,itislikelythatlessmacroprudentialregulationwillbeneeded.

Capitalrequirements,oftenconsideredfromtoday’sperspectiveasmacroprudentialtools,werefirstdesignedformicroprudentialpurposes,sincetheyensurethatbankshareholdersput‘skininthegame’,loweringtheincentivesforrisktakingonthesideofthebankersandincreasingpublicconfidenceinthebankingbusiness.Thishelpstoobtainfundsthatcanbechanneledtotheproductivesectorintheeconomy,whichinturnfostersgrowth(MehandMoran,2010).Inaneventofbankdistress,bankcapitalactsasabufferandpreventsproblemsinonefinancialinstitutionfromspreadingtotherestofthesystem.Intheabsenceofcapitalregulation,bankleveragecanbeabovethesociallyoptimallevelduetoexistingfrictions,suchaspreferentialtaxtreatmentofdebt,depositinsuranceorthecorporatestructureofbanksthatimplieslimitedliabilityofshareholders,whichallleadtoahighleverageofthebankingsector.Anappropriatecapitalregulationhastofindacompromisebetweenitsbenefits,thatisreducingbanks’failurerisk,loweringthecostsofrecessionsbymitigatingcapitalcrunchandfosteringoptimalallocationofcredit,anditscosts,thatiscurbingeconomicactivity.28

Whicharethechannelsthroughwhichcapitalregulationcancontributetofinancialstabilityandwhatarethecosts?Theexistingmacroeconomicliteratureprovidesmanyinsightsintothis.Capitalrequirementscanimprovebanks’solvencyprospects,makingbankrunsandliquidityproblemslesslikely.Highleverageandmaturitymismatchlieattheheartofthemodernbankingbusiness,whichmakesbanksvulnerabletorolloverrisk.29 The greatertheleverageofthebank,thegreaterthisrisk(AngeloniandFaia,2013).Thus,capitalregulationcanreducetheprobabilityofabankrun(AngeloniandFaia,2013andGertlerandKiyotaki,2015).30However,thisincreaseinfinancialstabilitycomesatacost,thatiscapitalrequirementscanlowerbankintermediation,andthusoutputandconsumptionintheeconomy(CorbaeandD’Erasmo,2014andChenandColumba,2016).Thisisoftentheresultofincreasedbankfundingcosts(ifequityismoreexpensivethandebtdue,forexample,totaxreasons).Theresultingsurgeinlendingspreadscurbslending(Almenbergetal.,2017).31 Giventhetrade-offbetweenhigherfinancialstabilityandlowercreditintermediation,someresearchersconcludethatthesocialwelfaregainsareahump-shapedfunctionofcapitalrequirements(Clercetal.,2015;ChenandColumba,2016;Begenau,2016andBoissayandCollard,2016).Thatis,aboveacertainlevelofcapitalregulation,thecostsinducedbyreducedcreditintermediationarehigherthanthebenefitsfrommakingthebankingsectormoreresilienttofailures.

Despitetheirbenefits,fixedcapital(andliquidity)requirementscanleadtoexcessivecreditcontractionincrisistimes,becausehighlyleveragedbanksreducetheirlendingtomeetregulatorylimits.Massivedeleveragingcanleadtocollateralfiresalesthatdriveassetpricesdownandputfurtherstrainonbanks’balancesheets.Fixedcapitalrequirementscanthusincreasethecyclicalityofbanklending.Insuchasituation,countercyclicaltoolsmaybewelfare-enhancing,astheymaycontributetothestabilizationoftheaggregateoutput.ThisisconfirmedbyGertler,KiyotakiandQueralto(2012),AngeloniandFaia(2013)andDavydiuk(2017).Clercetal.(2015)showinsteadthatcountercyclicalcapitalratiosaddstabilitytotheeconomyathighlevelsofcapitalrequirementsbut,atlowlevelsofcapitalrequirements,theyamplifythebusinesscycles.

28 SeeFreixas,LaevenandPeydró(2015)andAlmenbergetal.(2017).29 Rolloverriskistheriskassociatedwiththerefinancingofdebt.Inthecaseofbanks,thisriskreferstoasituationinwhichbanksneedtorenewtheirmaturingfunding,buttheycannotdosoduetoforexamplemarketfreeze.30 Liquidityrequirements(CovasandDriscoll,2014)anddepositinsurance(DiamondandDybvig,1983)areothertoolstoreduceproblemslinkedtomaturitymismatchandreducetheoccurrenceofbankruns.31 Inamodelinwhichhouseholdshaveapreferenceforholdingsafeandliquidassetsprovidedbythebanks,Begenau(2016)showsthatbankfundingcostsdonothavetogoupunderhighercapitalrequirements.

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Asdiscussedintheintroduction,macroeconomicmodelsarewell-suitedtostudytheoverallbenefitsandcostsofbankingregulationduetotheirgeneralequilibriumfocusthattakesintoaccountfeedbacksbetweendifferentsectorsoftheeconomy.However,mostofthesemodelsarebuiltas‘closedsystems’,andcannotpredicttheconsequencesofcapitalregulationonfinancialinstitutionsoutsidetheradaroftheregulatoryauthorities,theso-called‘shadowbanking’sector.Specifically,highcapitalrequirementscouldcontributetothedevelopmentofashadowbankingsectorwhoseriskinessexceedstheriskinessofalow-regulatedbankingsector,contributingtofinancialinstability.However,thisdoesnotnecessarilyneedtohappen.BegenauandLandvoigt(2017)showthatraisingcapitalratiosfromthestatusquoindeedincreasesthesizeoftheshadowbankingsector,whichexpandsitsoperationsbyscalingup,butnotbyincreasingitsleverage.Hence,theirstudyconcludesthatdespitetheriseintheshadowbankingactivity,theaggregatebankingsystembecomessafer.32Moremacroeconomicresearchonthesepossible‘unintended’consequencesofbankingregulationisneeded,aswellasontheinteractionofdifferentregulations.33 Countercyclicalcapitalbufferstrytoreducethetensionbetweenmicroandmacroregulation,thatistomaintaintherisksensitivityoftherequirementfordifferentfinancialinstitutionsand,atthesametime,mitigatethecyclicalityoftheregulation.Modelswithmanyheterogeneousbanksareparticularlywellsuitedtotacklethisissue(seeCorbaeD’Erasmo,2014,BoissayandCollard,2016andGrodecka,2016).

4 ConclusionsThemultifoldaimofthisarticlewastoi)increaseourunderstandingofthefinancialsectoranditsimportancefortherealeconomy,ii)reviewthemostrecentattemptsintheliteraturetoincorporatefinancialfrictionsinotherwisestandardmacromodelsandiii)evaluateboththecosts(forgonelendingandeconomicactivity)andthebenefits(amoreresilientfinancialsystem)ofmacroprudentialregulation.Systemicrisk,theprimarytargetofmacroprudentialpolicy,mayarisefromdifferentsourcesofmarketfailures.Wehavearguedthatidentifyingtheexactsourceofmarketfailureiskeytodesigningtheappropriateinstrumenttoaddressit.

Whiletraditionalmicroprudentialregulationhasalongtraditionineconomicpolicy,macroprudentialpolicyisstillinitsinfancy(GalatiandMoessner(2017).Thisposesaseriesofchallengesthatremaintobeaddressedbytheexistingeconomicliterature.

Importantly,differentpolicymeasurescoexistandinteractwitheachother.BoissayandCollard(2016),Greenwald(2016)andGrodecka(2017)attempttospecificallytakethisinteractionintoaccountinamacroeconomicframework.Furthermore,toorestrictivemeasurescouldcreateincentivesforeconomicagentstocircumventregulation,therebycreatingunintendedside-effectsofregulation.Thedevelopmentofalternativefinancingchannels,suchastheshadowbankingsystem(seeBegenauandLandvoigt,2017)orasurgeinunsecuredcreditinresponsetotoostrictLTVorLTIrequirementsexemplifiesthisproblem.Finally,acomprehensiveaccountofthebenefitsoffinancialregulationshouldexplicitlyconsidertheinteractionbetweenpolicyandtheoccurrencesoffinancialcrisis.Inmostoftheexistingliterature,whichoperatesinalinearframework,financialcrisesaretheresultsofbigexogenous‘financialshocks’.Someresearchers(Mendoza,2016)arguethat,asaresult,linearset-upsareill-suitedtocapturethetransitionfromregulartimestotimesoffinancialdistressand,therefore,thebenefitsofeffectivefinancialregulation.Furthermore,linearset-upscannothandletheimpactofriskonportfoliodecisionsofmarketparticipants

32 Thishappensbecause,contrarytothecommercialbankingsector,thereisnodepositinsuranceintheshadowbankingsectorandshadowbanksincorporatethis‘bankrun’probabilitywhilechoosingtheirleverage.Moreover,highercapitalrequirementslowerthefundingcostsofbanks,whichmakesthemmoreprofitable.33 Thefinanceliteraturehasstudiedtheinteractionsbetweendifferentformsofbankingregulation,seeforexampleKashyap,TsomocosandVardoulakis(2014),Walther(2016)orMankart,MichaelidesandPagratis(2017),buttheseaspectsofregulationhavenotbeencoveredextensivelybythemacroeconomicliterature.

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(CovasandDriscoll,2014;BegenauandLandvoigt,2017andLaséen,PescatoriandTurunen,2017arenotableexceptions).Nevertheless,non-linearitiesbearclearcomputationalcoststhatneedtobetakenintoaccountwhenevaluatingthepotentialuseofsuchmodelsinpolicyanalysis.

ThedecadeaftertheunfoldingoftheworstfinancialcrisisaftertheGreatDepressionhasbroughtaboutagoldenageinmacro-financeresearch.Whiletremendousprogresshasbeenmade,theroadaheadisstillfullofchallengesandopportunitiesinthedirectionofi)deepeningourunderstandingofmacrofinanciallinkagesandii)buildingtherightpolicytoolkitforfinancialregulators.

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