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JUSTIN WOLFERS 

2125DevonshireRoad,AnnArborMI48104|267‐432‐4372|jwolfers@nber.org|www.nber.org/~jwolfers

CURRENT 

ProfessorofEconomics Jan2013–PresentDepartmentofEconomics,UniversityofMichigan

ProfessorofPublicPolicy Jan2013–PresentGeraldR.FordSchoolofPublicPolicy,UniversityofMichigan

VisitingProfessor Feb2014–PresentTheUniversityofSydney

ContributingColumnist Jan2014–PresentTheNewYorkTimes

ResearchAssociate April2009–PresentNationalBureauforEconomicResearchPrograms:LaborStudies,Law&Econ,EconomicFluctuations&Growth,MonetaryEconomicsPreviously:FacultyResearchFellow,March2003–April2009

SeniorScientist Jan2011–PresentGallupOrganization,WashingtonDC

SeniorFellow Sept.2014–PresentThePetersonInstituteforInternationalEconomics

Non‐ResidentSeniorFellow March2009–PresentTheBrookingsInstitution(EconomicStudiesProgram),WashingtonD.C.

ResearchAffiliate Jan.2005–PresentCentreforEconomicPolicyResearch,LondonPrograms:LaborEconomics,PublicPolicy

ResearchFellow Nov.2004–PresentInstitutefortheStudyofLabor(IZA),Bonn

NationalFellow April2006–PresentCenterfortheStudyofPovertyandInequality,Stanford

ResearchFellow August2007–PresentCenterforEconomicStudies/IfoInstitute,Munich

InternationalResearchFellow June2007–PresentKielInstitutefortheWorldEconomy,Germany

ResearchFellow Dec.2008–PresentNationalCentreforEconometricResearch,Australia

ResearchAssociate Dec.2009–PresentCentreforAppliedMacroeconomicAnalysis,AustralianNationalUniversity

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RESEARCH FIELDS 

LaborEconomics;SocialPolicy;LawandEconomics;PoliticalEconomy;BehavioralEconomics;Macroeconomics.

NATIONALITY 

DualAustralianandU.S.citizen

EDUCATION 

HARVARD UNIVERSITY Sept.1997–June2001Ph.D.,inEconomicsA.MinEconomics,June2000MultidisciplinaryTrainingPrograminInequalityandSocialPolicyDoctoralFellow,WienerCenterforSocialPolicyDissertation:“EssaysinStatePoliticalEconomy”Advisors:LarryKatz,OlivierBlanchard,ChristopherJencks,AlbertoAlesina

UNIVERSITY OF SYDNEY(Australia) 1991‐1994BachelorofEconomics(FirstclasshonorsandUniversitymedal)Majorsineconomics,lawandcomputerscience

AWARDS 

FordSchoolTeachingHonorRoll Fall2017WhartonMBACoreTeachingAward(“Tough,butwe’llthankyouin5years”) Spring2007,2010, and2011WhartonExcellenceinTeachingAward:CoreCurriculum Spring2009ExcellenceAwardinGlobalEconomicAffairs,KielInstitute(Germany) January2007AwardforDistinguishedEconomicResearch,MilkenInstitute January2002GraduateFellow,MacArthurNetworkonInequalityandSocialInteractions 1999‐2000GSASTerm‐TimeFellowship 2000‐2001SocialScienceResearchCouncilFellowship 2000‐2001FulbrightScholarship 1997‐2001FrankKnoxFellowship 1997‐1999ReserveBankofAustraliaPost‐GraduateStudyAward 1997‐2001RGMenziesFellowship 1997DennisonMillerScholarship 1997EconomicSocietyofAustraliaPrize 1994UniversityofSydneyMedal(topstudentingraduatingclass) 1994

EMPLOYMENT HISTORY 

VisitingAssociateProfessor 2011/12DepartmentofEconomics,PrincetonUniversity

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AssociateProfessorofBusinessandPublicPolicy(withtenure) 2008–2012(InJuly2010,named:“Classof1965WhartonTermAssociateProfessorship”)TheWhartonSchool,UniversityofPennsylvania

AssistantProfessorofBusinessandPublicPolicy,Wharton 2004‐2008

AssistantProfessorofEconomics,StanfordGraduateSchoolofBusiness 2001‐2004PoliticalEconomyGroup.TaughtinMBAcore.

TeachingAssistant,HarvardUniversity 2000‐2001DevelopednewclassonEconomicsofMarriageandDivorce.(Syllabusonmywebsite)

ResearchAssistant,Harvard,MITandNBER 1998‐2000WorkingforOlivierBlanchardandGregMankiw

Economist,ReserveBankofAustralia 1995‐2001Analyzedlabormarketdevelopments

AssociateLecturer,UniversityofSydney 1994Taughtintroductoryeconomics

RELATED APPOINTMENTS 

AdvisoryBoard 2018–PresentTheNiskanenCenter

Member,PanelofAdvisers 2014–2018U.S.CongressionalBudgetOffice

BoardMember 2016–PresentCommitteeontheStatusofWomenintheEconomicsProfession,AmericanEconomicAssociation

BoardMember 2017–PresentResearchAdvisoryBoard,CommitteeforEconomicDevelopment

HonoraryBoard 2017–PresentNationalEconomicEducationDelegation

AdvisoryBoard 2015–PresentProjectTIER:TeachingIntegrityinEmpiricalResearch

Advisor 2013–2014SocialProgressImperative

Columnist 2011–2013BloombergView

Advisor 2013–PresentTheGoodJudgmentProject

RegularCommentator 2008–2012PublicRadio’sMarketplace

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BoardMember 2007–2010PredictionMarketsIndustryAssociation

BoardofAdvisors 2007–2010Crowdcast(Predictionmarketvendor;formerlyXpree,Inc.)

AdvisoryBoard 2005–2009WashingtonStockExchange(Politicalpredictionmarket;www.washingtonsx.com)

ScientificAdvisoryBoard 2005–2009NewsFutures(Predictionmarketvendor;www.newsfutures.com)

Columnist 2008WallStreetJournalOnline

StrategicAdvisoryBoard 2007–2008ThomsonScientific(GlobalAcademic&GovernmentMarkets)

AcademicAdvisor 2005–2007ProtradeSports(Sportspredictionleagues;www.protrade.com)

AcademicAdvisoryBoard 2004–2008HedgeStreet(Financialtradingexchange;www.hedgestreet.com)

VISITING APPOINTMENTS 

SeniorFellow,PetersonInstituteforInternationalEconomics Sept2014–Aug2015SeniorFellow,TheBrookingsInstitution Sept2013–Aug2014VisitingResearchScholar,PrincetonUniversity Sept2011–June2012VisitingSeniorFellow,TheBrookingsInstitution Sept2010–Aug2011VisitingScholar,FederalReserveBankofSanFrancisco 2003–June2010VisitingScholar,FederalReserveBankofPhiladelphia Nov.2008–June2009InstituteforInternationalEconomics,StockholmUniversity June2008KielInstitutefortheWorldEconomy June2007IfoInstitute,Munich June2007InstitutefortheStudyofLabor(IZA),Bonn December2004InstituteforInternationalEconomics,StockholmUniversity September2004MITEconomicsDepartment Summer2000

LEADING PUBLICATIONS 

JustinWolfersandEricZitzewitz,“The‘StandardError’ofEventStudies:Lessonsfromthe2016Election,”AmericanEconomicReview,PapersandProceedings,108,May2018.

Pope,DevinG.,JosephPriceandJustinWolfers,“AwarenessReducesRacialbias”ManagementScience,forthcoming.

Stevenson,BetseyandJustinWolfers,“SubjectiveWell‐BeingandIncome:IsThereAnyEvidenceofSatiation?”AmericanEconomicReview,PapersandProceedings,103(3)598‐604,May2013.

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Stevenson,BetseyandJustinWolfers,“TrustinPublicInstitutions,”AmericanEconomicReview,PapersandProceedings,101(3):281‐287,May2011.

Price,JosephandJustinWolfers,“RacialDiscriminationAmongNBAReferees”,QuarterlyJournalofEconomics,125(4)1859‐1887,November2010.

Snowberg,ErikandJustinWolfers,“UnderstandingtheFavorite‐LongshotBias:RiskPreferencesversusMisperceptions”,JournalofPoliticalEconomy,118(4)723‐746,August2010.

Stevenson,BetseyandJustinWolfers,“TheParadoxofDecliningFemaleHappiness”,AmericanEconomicJournal:EconomicPolicy,1(2),190‐255,August2009.

Stevenson,BetseyandJustinWolfers,“EconomicGrowthandHappiness:ReassessingtheEasterlinParadox”,BrookingsPapersonEconomicActivity,Spring2008,1‐87(Leadarticle).ReprintedinRecentDevelopmentsintheEconomicsofHappiness,Frey,BrunoandAloisStutzer(eds)(EdwardElgar),2012.

Stevenson,BetseyandJustinWolfers,“MarriageandDivorce:ChangesandtheirDrivingForces”,JournalofEconomicPerspectives,21(2)27‐52,Spring2007.

Veldkamp,LauraandJustinWolfers,“AggregateShocksorAggregateInformation?CostlyInformationandBusinessCycleComovement”,JournalofMonetaryEconomics,54(S1)37‐55,September2007.

Snowberg,Erik,JustinWolfersandEricZitzewitz,“PartyInfluenceinCongressandtheEconomy”,QuarterlyJournalofPoliticalScience,2(3)277‐286,August2007.

Snowberg,Erik,JustinWolfersandErikZitzewitz,“PartisanImpactsontheEconomy:EvidencefromPredictionMarketsandCloseElections”,QuarterlyJournalofEconomics,122(2)807‐829,May2007.

Wolfers,Justin,“DidUnilateralDivorceRaiseDivorceRates?AReconciliationandNewResults”,AmericanEconomicReview,96(5)1802‐1820,December2006.

Wolfers,Justin,“PointShaving:CorruptioninNCAABasketball”,AmericanEconomicReview,Papers&Proceedings,96(2)279‐283,May2006.

Wolfers,Justin,“DiagnosingDiscrimination:StockReturnsandCEOGender”,JournaloftheEuropeanEconomicAssociation,4(2/3)531‐541,May2006.

Stevenson,BetseyandJustinWolfers,“BargainingintheShadowoftheLaw:DivorceLawsandFamilyDistress”,QuarterlyJournalofEconomics,121(1)267‐288,February2006.

Donohue,JohnandJustinWolfers,“UsesandAbusesofEmpiricalEvidenceintheDeathPenaltyDebate”,StanfordLawReview,58(3)791‐845,December2005.ReprintedinEconomicsofCriminalLaw,StevenD.LevittandThomasMiles(eds)(EdwardElgar),2008.Also:TheRoleofSocialScienceinLaw,ElizabethMerz(ed)(Aldershot:Ashgate),2008.Also:FoundationsofLawandEconomics,RobertD.CooterandFrancescoParisi(eds)(EdwardElgar),2010.

Wolfers,JustinandEricZitzewitz,“PredictionMarkets”,JournalofEconomicPerspectives,18(2)107‐126,Spring2004.ReprintedinFuturesResearchMethodologyversion3.0,JeromeC.GlennandTheodoreJ.Gordon(eds)(TheMilleniumProject,WorldFederationofUNAssociations),2009.TobereprintedinCompaniontoFinancialDerivatives,RobertW.KolbandJamesA.Overdahl(eds)(Wiley‐Blackwell),2009.

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Mankiw,N.Gregory,RicardoReisandJustinWolfers,“DisagreementAboutInflationExpectations”,NBERMacroeconomicsAnnual,18209‐248,2003.

Blanchard,OlivierandJustinWolfers,“TheRoleofShocksandInstitutionsintheRiseofEuropeanUnemployment”,EconomicJournal,116(510)1‐33,March2000.

OTHER PUBLISHED RESEARCH 

Auerbach,Alan,KerwinCharles,CourtneyCoile,WilliamGale,DanaGoldman,RonaldLee,CharlesLucas,PeterOrszag,LouiseSheiner,BryanTysinger,DavidWeil,JustinWolfersandRebecaWong,“HowtheGrowingGapinLifeExpectancyMayAffectRetirementBenefitsandReforms,”GenevaPapersonRiskandInsurance,42(3):475‐499,July2017.

Price,JosephandJustinWolfers,“Right‐OrientedBias:AComment,”PsychologicalScience25:2109‐2111,November2014.

Snowberg,Erik,JustinWolfers,andEricZitzewitz,“PredictionMarketsforEconomicForecasting,”inGrahamElliottandAllanTimmermann(eds),HandbookofEconomicForecasting,Volume2,Elsevier,2013.

Sacks,Daniel,BetseyStevensonandJustinWolfers“TheNewStylizedFactsaboutEconomicsandHappiness”,Emotion,12(6)1181‐1187,December2012.

Stevenson,BetseyandJustinWolfers,“SubjectiveandObjectiveIndicatorsofRacialProgress,”JournalofLegalStudies,41(2)459‐493,June2012.

Price,JosephandJustinWolfers,“BiasedReferees?UnderstandingtheNBA’sFindingsonOwn‐RaceBias,”ContemporaryEconomicPolicy,30(3)320‐328,July2012.

Stevenson,BetseyandJustinWolfers,“TrendsinMaritalStability”,inCohen,LloydandJoshuaD.Wright(eds),ResearchHandbookintheLawandEconomicsoftheFamily,(EdwardElgarPress),2011.

Sacks,Dan,BetseyStevensonandJustinWolfers,“SubjectiveWell‐Being,Income,EconomicDevelopmentandGrowth”,inWorldBankvolume,DevelopmentChallengesinaPost‐CrisisWorld,2010.

Snowberg,Erik,JustinWolfersandEricZitzewitz,“HowPredictionMarketscanSaveEventStudies”,forthcominginPredictionMarkets,LeightonVaughnWilliams(ed)(Routledge).2011.

Donohue,JohnandJustinWolfers,“EstimatingtheImpactoftheDeathPenaltyonMurder”,AmericanLawandEconomicsReview,11(2)249‐309,December2009.(Leadarticle.)

Henderson,M.Todd,JustinWolfersandEricZitzewitz,“PredictingCrime”,ArizonaLawReview,52(1),Spring2010.

Wolfers,JustinandEricZitzewitz,“UsingMarketstoInformPolicy:TheCaseoftheIraqWar”,Economica,76(302),225‐250,April2009.

Stevenson,BetseyandJustinWolfers,“HappinessInequalityintheUnitedStates”,JournalofLegalStudies,37:s2,S33‐S79,June2008.ReprintedinLawandHappiness,EricA.PosnerandCassR.Sunstein(eds)(UniversityofChicagoPress),2010.

Wolfers,Justin(oneof22coauthors),“ThePromiseofPredictionMarkets”,Science,320877,May162008.

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Bradlow,EricT.,ShaneT.Jensen,JustinWolfersandAbrahamJ.Wyner,“AStatisticalLookatRogerClemens’PitchingCareer”,Chance,21(3),October2008.

Larsen,Tim,JosephPriceandJustinWolfers,“RacialBiasintheNBA:ImplicationsinBettingMarkets”,JournalofQuantitativeAnalysisinSports,4(2),2008.

Wolfers,JustinandEricZitzewitz,“PredictionMarketsinTheoryandPractice”,inLarryBlumeandStevenDurlauf(eds)TheNewPalgraveDictionaryofEconomics,2nded(London:Palgrave),2008.

Snowberg,ErikandJustinWolfers,“ExaminingExplanationsofaMarketAnomaly:PreferencesorPerceptions?”,inWilliamZiembaandDonHausch(eds),HandbookofSportsandLotteryMarkets,(Elsevier),2008.

Snowberg,Erik,JustinWolfersandEricZitzewitz,“PredictionMarkets:FromPoliticstoBusiness(andBack)”,inWilliamZiembaandDonHausch(eds),HandbookofSportsandLotteryMarkets,(Elsevier),2008.

Leigh,AndrewandJustinWolfers,“CompetingApproachestoForecastingElections:EconomicModels,OpinionPollingandPredictionMarkets”,EconomicRecord,82(258)325‐337,September2006.

Leigh,AndrewandJustinWolfers,“HappinessandtheHumanDevelopmentIndex:AustraliaisNotaParadox”,AustralianEconomicReview,39(2)176‐184,June2006.

Wolfers,JustinandEricZitzewitz,“FiveOpenQuestionsAboutPredictionMarkets”,inRobertHahnandPaulTetlock(eds)InformationMarkets:ANewWayofMakingDecisionsinthePublicandPrivateSectors,(WashingtonDC:AEI‐BrookingsPress),2006.

Gürkaynak,RefetandJustinWolfers,“MacroeconomicDerivatives:AnInitialAnalysisofMarket‐BasedMacroForecasts,UncertaintyandRisk”,NBERInternationalSeminaronMacroeconomics,2005.[Leadarticle]

Snowberg,Erik,JustinWolfersandEricZitzewitz,“Information(In)EfficiencyinPredictionmarkets”,inLeightonVaughanWilliams(ed)InformationEfficiencyinFinancialandBettingMarkets,(Cambridge:CambridgeUniversityPress),2005.

Servan‐Schreiber,Emile,JustinWolfers,DavidM.PennockandBrianGalebach,“PredictionMarkets:DoesMoneyMatter?”,ElectronicMarkets,14(3)243‐251,September2004.

Wolfers,Justin,“IsBusinessCycleVolatilityCostly?EvidencefromSurveysofWell‐being”,InternationalFinance,6(1)1‐26,Spring2003.[Leadarticle]

Wolfers,JustinandAndrewLeigh,“ThreeToolsforForecastingFederalElections:Lessonsfrom2001”,AustralianJournalofPoliticalScience,37(2)223‐240,July2002.

WORKING PAPERS 

Wolfers,JustinandEricZitzewitz,“WhatDoFinancialMarketsThinkofthe2016Election?,”BrookingsInstitutionreport,October21,2016.

Wolfers,JustinandEricZitzewitz,“InterpretingPredictionMarketPricesasProbabilities”

Wolfers,Justin,“AreVotersRational?EvidencefromGubernatorialElections”Reviseandresubmit,ReviewofEconomicsandStatistics.

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Rothschild,DavidandJustinWolfers,“ForecastingElections:VotingIntentionsversusExpectations”

Sacks,Daniel,BetseyStevensonandJustinWolfers,“GrowthinSubjectiveWell‐BeingandIncomeOverTime”

Leigh,Andrew,JustinWolfersandEricZitzewitz,“WhatDoFinancialMarketsThinkofWarinIraq?”,NBERWorkingPaper#9587,March2003.

Leigh,Andrew,JustinWolfersandEricZitzewitz,“IsThereaFavorite‐LongshotBiasinPoliticalPredictionMarkets?”

WORK IN PROGRESS 

Stevenson,BetseyandJustinWolfers,“SubjectiveWell‐BeingandEconomicDevelopment”,solicitedfortheHandbookofEconomicGrowth.

Stevenson,BetseyandJustinWolfers,“InequalityandSubjectiveWell‐Being”

Phelps,Glenn,BetseyStevensonandJustinWolfers“TheWorldDistributionofIncome”

Krueger,Alan,BetseyStevensonandJustinWolfers,“AWorldofPain”

Kumar,AlokandJustinWolfers,“Under‐estimatingFemaleCEOs”

Wolfers,Justin,“TeachingUsefulEconomics”

POLICY PAPERS (NON‐TECHNICAL) 

Wolfers,Justin,“Whatdowereallyknowabouttheemploymenteffectsoftheminimumwage?”inMichaelStrain(ed),“TheU.S.LaborMarket:QuestionsandChallengesforPublicPolicy”,2016.

Hellebrandt,Thomas,MichaelJarand,JacobFunkKirkegaard,TylerMoran,AdamPosen,JustinWolfersandJanZilinsky,“RaisingLower‐LevelWages:WhenandWhyItMakesEconomicSense”,PetersonInstituteforInternationalEconomicsBriefing15‐2,2015.

Wolfers,Justin,“StatementonJobCreationandaHealthyEconomy”,testimonybeforeSenateFinanceCommittee,2015.

Gunn,Dwyer,BetseyStevensonandJustinWolfers,“Oparadoxdatristeza”[Translatesto:“Theparadoxofsadness”]Veja[Brazil],May2010.

Wolfers,Justin,BetseyStevensonandDanSacks,“Odinheirotrazfelicidade?”[Translatesto:“Moneybringshappiness,”]ExameCEO[Brazil],April2010.

Wolfers,Justin,“PredictionMarkets:TheCollectiveKnowledgeofMarketParticipants”,CFAInstituteConferenceProceedingsQuarterly,June2009.

Wolfers,Justin,“CommentonMarriageandDivorcesinceWorldWarII”,NBERMacroeconomicsAnnual,2008.

Stevenson,BetseyandJustinWolfers,“HowShouldWeThinkAbouttheTaxpayerConsequencesofDivorce?”,CouncilonContemporaryFamilies,April15,2008.

Stevenson,BetseyandJustinWolfers,“MarriageandtheMarket”,CatoUnbound,January2008.

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Price,JosephandJustinWolfers,“StudyofUnconsciousBiasWithstandsHarshestScrutiny”,SportsBusinessJournal,10(8),June11,2007.

Leigh,AndrewandJustinWolfers,“PredictionMarketsforBusinessandPublicPolicy”,MelbourneReview,3(1),May2007

Arrow,KennethJ.and24co‐authors,“StatementonPredictionMarkets”,AEI‐BrookingsJointCenterforRegulatoryStudiesPublication#7‐11,May2007.

Wolfers,Justin,“NewUsesforNewMacroDerivatives”,FederalReserveBankofSanFranciscoEconomicLetter,2006‐21,August2006.

Donohue,JohnandJustinWolfers,“TheDeathPenalty:NoEvidenceforDeterrence”,TheEconomists’Voice,3(5),April2006.

Donohue,JohnandJustinWolfers,“AReplytoRubinontheDeathPenalty”,TheEconomists’Voice,3(5),April2006.

Wolfers,Justin,“SuperBowlScience:SportsBettingandBehavioralFinance”,HarvardBusinessSchoolonlinee‐learningseries(CD‐ROM),2006.

Wolfers,JustinandEricZitzewitz,“ExperimentalPoliticalBettingMarketsandthe2004Election”,TheEconomists’Voice,1(2),October12,2004.

Wolfers,Justin,“PricingPoliticalRiskswithPredictionMarkets”,StanfordInstituteforEconomicPolicyResearchPolicyBrief,June2004.

Leigh,AndrewandJustinWolfers,“TheBestandWorstoftheUnitedStates”,AustralianQuarterly:JournalofContemporaryAnalysis,September2003.

Wolfers,JustinandAndrewLeigh,“Economics,ExperimentsandPsychology”,Quadrant,Jan/Feb2003.

Leigh,AndrewandJustinWolfers,“MovingtoOpportunity”,AustralianQuarterly:JournalofContemporaryAnalysis,September2001.

Leigh,AndrewandJustinWolfers,“AbortionandCrimeinAustralia”,AustralianQuarterly:JournalofContemporaryAnalysis,August2000.

POPULAR WRITING & OP‐EDS 

Wolfers,Justin,“HowtoThinkAboutCorporateTaxCuts,”NewYorkTimes,March30,2018.

Wolfers,Justin,“WhyWomen’sVoicesAreScarceinEconomics,”NewYorkTimes,February2,2018.

Wolfers,Justin,“AnEconomistExplains:HowtoSortFactsFromFiction”,NewYorkTimes,December8,2017.

Wolfers,Justin,“PinpointingRacialDiscriminationbyGovernmentOfficials,”NewYorkTimes,October6,2017.

Wolfers,Justin,“EvidenceofaToxicEnvironmentforWomeninEconomics,”NewYorkTimes,August22,2017.

Wolfers,Justin,“TheEconomyMayBeStuckinaNear‐ZeroWorld”,NewYorkTimes,April7,2017.

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Wolfers,Justin,“HowGorsuchCouldPulltheEightOtherJusticesRightward”,NewYorkTimes,April4,2017.

Wolfers,Justin,“IvankaTrump,NordstromandanIll‐FittingApproachtotheU.S.Economy”,NewYorkTimes,February9,2017.

Wolfers,Justin,“PressureFromTrumpMayDelayaFactory’sExit,butItWon’tStopIt”,NewYorkTimes,January27,2017.

Wolfers,Justin,“WhyEconomistsAreSoWorriedAboutTrump”,NewYorkTimes,January11,2017.

Wolfers,Justin,“TrumpandCarrier:HowaModernEconomyIsLikeaParkingGarage”,NewYorkTimes,December1,2016.

Wolfers,Justin,“MarketsSentaStrongSignalonTrump…ThenChangedTheirMinds”,NewYorkTimes,November18,2016.

Wolfers,Justin,“DebateNightMessage:TheMarketsAreAfraidofDonaldTrump”,NewYorkTimes,October2,2016.

Wolfers,Justin,“PredictionMarketsScoretheDebateaRout:ClintonOverTrump”,NewYorkTimes,September28,2016.

Wolfers,Justin,“RedTieandNoKiss?WhatBettorsExpectintheClinton‐TrumpDebate”,NewYorkTimes,September27,2016.

Wolfers,Justin,“WhyaPresidentTrumpCouldStartaTradeWarWithSurprisingEase”,NewYorkTimes,September19,2016.

Wolfers,Justin,“CouldDonaldTrumpDropOut?SomeBettorsSeemtoThinkSo”,NewYorkTimes,August4,2016.

Wolfers,Justin,“AnIndexofUncertaintySurgesAfter‘Brexit’”,NewYorkTimes,July1,2016.

Wolfers,Justin,“‘Brexit’HitsU.S.StockMarketHarderThananElection”,NewYorkTimes,June25,2016.

Wolfers,Justin,“AFamily‐FriendlyPolicyThat’sFriendliesttoMaleProfessors”,NewYorkTimes,June24,2016.

Wolfers,Justin,“IftheEconomyisSinking,PolicyMakersAreFarFromPrepared”,NewYorkTimes,June9,2016.

Wolfers,Justin,“TheJobsReportIsNotQuiteasTerribleasItLooks”,NewYorkTimes,June3,2016.

Wolfers,Justin,“WhatWeCanLearnFromDonaldTrump’sUnreleasedTaxReturns”,NewYorkTimes,May12,2016.

Wolfers,Justin,“UnusualFlavorofG.O.P.PrimaryIllustratesaFamousParadox”,NewYorkTimes,May10,2016.

Wolfers,Justin,“The‘Women’sCard’?WeMeasured,andIt’sNotWorthMuch”,NewYorkTimes,April28,2016.

Wolfers,Justin,“GrowingUpinaBadNeighborhoodDoesMoreHarmThanWeThought”,NewYorkTimes,March27,2016.

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Wolfers,Justin,“TheHeadlinesHaveChangedforSanders,butthePredictionMarketsHaven’t”,NewYorkTimes,March10,2016.

Wolfers,Justin,“GoogleSearchesPointtoaStrongShowingforDonaldTrump”,NewYorkTimes,March2,2016.

Wolfers,Justin,“‘DonaldDrumpf’isBeatingRubioandCruzforSecondinGoogleSearches”,NewYorkTimes,March2,2016.

Wolfers,Justin,“ToKnowWho’sLeadingintheVoting,JustAskGoogle”,NewYorkTimes,March2,2016.

Cohn,NateandJustinWolfers,“DonaldTrump’sChances”,NewYorkTimes,March1,2016.

Wolfers,Justin,“UncoveringtheBadMath(orLogic)ofanEconomicAnalysisEmbracedbyBernieSanders”,NewYorkTimes,March1,2016.

Wolfers,Justin,“BettingMarketsWeighttheOddsofVicePresidentChristie”,NewYorkTimes,February27,2016.

Wolfers,Justin,“PredictionMarkets’SuddenNewFavorite:Third‐PlaceRubio”,NewYorkTimes,February3,2016.

Wolfers,Justin,“PredictionMarkets:DonaldTrump’sNominationChancesBetterThan50Percent”,NewYorkTimes,February2,2016.

Wolfers,Justin,“WhenTeamworkDoesn’tWorkforWomen”,NewYorkTimes,January10,2016.

Wolfers,Justin,“ForgetTrump’sNoise:Here’sWhatHe’sSignaling”,NewYorkTimes,December9,2015.

Wolfers,Justin,“EvenFamousFemaleEconomistsGetNoRespect”,NewYorkTimes,November12,2015.

Wolfers,Justin,“IstheEconomyOverheating?Here’sWhyIt’sSoHardtoSay”,NewYorkTimes,November7,2015.

Wolfers,Justin,“BettingMarketsCallMarcoRubioFront‐RunnerinG.O.P.”,NewYorkTimes,October24,2015.

Wolfers,Justin,“NumbersTakeaStarTurnonWorldStatisticsDay”,NewYorkTimes,October21,2015.

Wolfers,Justin,“WhyAngusDeatonDeservedtheEconomicsNobelPrize”,NewYorkTimes,October13,2015.

Wolfers,Justin,“ABetterGovernment,OneTweakataTime”,NewYorkTimes,September27,2015.

Wolfers,Justin,“AGovernmentShutdownSuddenlyLooksFarLessLikely”,NewYorkTimes,September26,2015.

Wolfers,Justin,“G.O.PDebate:BestBetstoWin(andLose)”,NewYorkTimes,September17,2015.

Wolfers,Justin,“HowEmotionHurtsStockReturns”,NewYorkTimes,August25,2015.

Wolfers,Justin,“AGayBaseballPlayer,inStatisticalPerspective”,NewYorkTimes,August22,2015.

Wolfers,Justin,“AnAshleyMadisonRecession?OranAshleyMadisonStimulus?”NewYorkTimes,August21,2015.

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Wolfers,Justin,“AnInfluentialDebate?NotifYouTrustPredictionMarkets”,NewYorkTimes,August8,2015.

Wolfers,Justin,“FoxFailedStatisticsinExplainingItsG.O.P.DebateDiscussion”,NewYorkTimes,August7,2015.

Wolfers,Justin,“MoreGreeksLookingtoWorkAbroad,SearchEnginesSuggest”,NewYorkTimes,July11,2015.

Wolfers,Justin,“After‘Frozen’,aBabyBoomletofElsas”,NewYorkTimes,July2,2015.

Wolfers,Justin,“BettingMarketsSuggestGreeksWillRejectGovernmentStanceinReferendum”,NewYorkTimes,July1,2015.

Wolfers,Justin,“TradeDeal’sSetbackLeftWallStreetUnmoved.Why?”NewYorkTimes,June13,2015.

Wolfers,Justin,“IfYou’reaBettingMan,It’sTimetoStartBelievingDonaldTrump”,NewYorkTimes,June10,2015.

Wolfers,Justin,“WanttoBetThatJebBushisRunning?”NewYorkTimes,June10,2015.

Wolfers,Justin,“ShrinkingEconomy?No,butIt’sNotSurgingEither”,NewYorkTimes,May30,2015.

Barro,JoshandJustinWolfers,“TheDadBad,Quantified”,NewYorkTimes,May21,2015.

Wolfers,Justin,“DuelingViewsontheFirst‐QuarterSlump”,NewYorkTimes,May20,2015.

Wolfers,Justin,“HowBritain’sElectionStumpedPollstersandtheBettingMarkets”,NewYorkTimes,May7,2015.

Wolfers,Justin,“WhytheNewResearchonMobilityMatters:AnEconomist’sView”,NewYorkTimes,May5,2015.

Wolfers,Justin,“WhyYouCan’tPutFaithinReportsofFirst‐QuarterEconomicSlumps”,NewYorkTimes,April24,2015.

Wolfers,Justin,“AreasWithLargeBlackPopulationsHavetheSmallestSharesofBlackMen”,NewYorkTimes,April22,2015.

Leonhardt,David,KevinQuealyandJustinWolfers,“TheMethodology:1.5MillionMissingBlackMen”,NewYorkTimes,April21,2015.

Leonhardt,David,KevinQuealyandJustinWolfers,“1.5MillionMissingBlackMen”,NewYorkTimes,April20,2015.

Wolfers,Justin,“DukeIsAlsoaWinnerinGraduationRates”,NewYorkTimes,April8,2015.

Wolfers,Justin,“JobsReportAddstoEvidenceofaSlowingEconomy”,NewYorkTimes,April4,2015.

Wolfers,Justin,“WhyaClaimAbouttheIrrelevanceofParentingTimeDoesn’tAddUp”,NewYorkTimes,April3,2015.

Wolfers,Justin,“Yes,YourTimeasaParentDoesMakeaDifference”,NewYorkTimes,April2,2015.

Wolfers,Justin,“AllYouNeedtoKnowAboutIncomeInequality,inOneComparison”,NewYorkTimes,March14,2015.

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Quealy,KevinandJustinWolfers,“Free‐ThrowDistraction:TheBestFansintheN.C.A.A.”,NewYorkTimes,March13,2015.

Wolfers,Justin,“APredictionMarketforInflation,orDeflation”,NewYorkTimes,March8,2015.

Wolfers,Justin,“FewerWomenRunBigCompaniesThanMenNamedJohn”,NewYorkTimes,March3,2015.

Wolfers,Justin,“HowArizonaStateReinventedFree‐ThrowDistraction”,NewYorkTimes,February13,2015.

Wolfers,Justin,“No,MoreRunningProbablyIsn’tBadforYou”,NewYorkTimes,February5,2015.

Wolfers,Justin,“GameTheorySaysPeteCarroll’sCallatGoalLineIsDefensible”,NewYorkTimes,February2,2015.

Wolfers,Justin,“Economist’sAdviceonSuperBowlPick:FollowtheMoney”,NewYorkTimes,January30,2015.

Wolfers,Justin,“WeCan’tBlameaFewRichPeopleforGlobalPoverty”,NewYorkTimes,January28,2015.

Wolfers,Justin,“GainsFromEconomicRecoveryStillLimitedtoTopOnePercent”,NewYorkTimes,January27,2015.

Wolfers,Justin,“HowEconomistsCametoDominatetheConversation”,NewYorkTimes,January23,2015.

Wolfers,Justin,“WhyYouShouldBeMoreOptimisticAboutWageGrowth”,NewYorkTimes,January9,2015.

Wolfers,Justin,“Obama’sCollegeProposalIsAlsoaBidtoRevivetheEconomy”,NewYorkTimes,January9,2015.

Wolfers,Justin,“RenewedInterestinInequalityatAnnualMeetingofEconomists”,NewYorkTimes,January5,2015.

Wolfers,Justin,“CensusBureau’sPlantoCutMarriageandDivorceQuestionsHasAcademicsUpinArms”,NewYorkTimes,December31,2014.

Wolfers,Justin,“TheBigEconomicUnknownsof2015,FromUnemploymenttoOil”,NewYorkTimes,December27,2014.

Wolfers,Justin,“HowWeKnowtheDivorceRateIsFalling”,NewYorkTimes,December3,2014.

Wolfers,Justin,“APersuasiveChartShowingHowPersuasiveChartsAre”,NewYorkTimes,November24,2014.

Wolfers,Justin,“AHigherQuitRateAmongEmployeesActuallyOffersHope”,NewYorkTimes,November13,2014.

Wolfers,Justin,“TheJobsReportIsEvenBetterThanItLooks”,NewYorkTimes,November7,2014.

Wolfers,Justin,“VotersKnowThemselvesBetterThanthePollstersDo”,NewYorkTimes,November5,2014.

14

Wolfers,Justin,“WhytheTimeIsNowtoPredict(Loudly)aDemocraticVictory”,NewYorkTimes,November4,2014.

Wolfers,Justin,“HowConfirmationBiasCanLeadtoaSpinningofWheels”,NewYorkTimes,October31,2014.

Wolfers,Justin,“TheFedHasNotStoppedTryingtoStimulatetheEconomy”,NewYorkTimes,October29,2014.

Wolfers,Justin,“RepublicansAreSurginginthePredictionMarkets”,NewYorkTimes,October24,2014.

Wolfers,Justin,“ARecordDropintheUnemploymentRateforaMidtermCycle”,NewYorkTimes,October20,2014.

Wolfers,Justin,“HaveEconomistsActuallyReadThomasPiketty?TheySayTheyHave”,NewYorkTimes,October16,2014.

Wolfers,Justin,“FellowEconomistsExpressSkepticismAboutThomasPiketty”,NewYorkTimes,October14,2014.

Wolfers,Justin,“JeanTirole’sNobelPrizeIsAlsoaWinforModernMicroeconomicTheory”,NewYorkTimes,October13,2014.

Wolfers,Justin,“WhoWillLeadtheSenate?FollowthePredictionMarkets”,NewYorkTimes,October11,2014.

Wolfers,Justin,“TheFederalBudgetDeficitIsBacktoNormal”,NewYorkTimes,October10,2014.

Wolfers,Justin,“JobsReportHighlightstheWageGrowthPuzzle”,NewYorkTimes,October3,2014.

Wolfers,Justin,“UberImprovesLife,EconomistsAgree”,NewYorkTimes,September30,2014.

Wolfers,Justin,“ForecastingtheFalloftheTwo‐HourMarathon”,NewYorkTimes,September29,2014.

Wolfers,Justin,“GDPReportEmphasizestheProblemofConflictingEconomicSignals”,NewYorkTimes,September26,2014.

Wolfers,Justin,“Romneyin2016?NeverSayNever”,NewYorkTimes,September25,2014.

Wolfers,Justin,“Scotland's'No'Vote:ALossforPollstersandaWinforBettingMarkets”,NewYorkTimes,September19,2014.

Wolfers,Justin,“PerceptionsHaven'tCaughtUptoDeclineinCrime”,NewYorkTimes,September16,2014.

Wolfers,Justin,“BettingMarketsNotBudgingOverPollonScottishIndependence”,NewYorkTimes,September8,2014.

Wolfers,Justin,“Italy'sLostDecade”,NewYorkTimes,August6,2014.

Wolfers,Justin,“AnUnemploymentLine,FromCoasttoCoast”,NewYorkTimes,August1,2014.

Wolfers,Justin,“SteadybutSlowRemainstheStoryofThisRecovery”,NewYorkTimes,July30,2014.

Wolfers,Justin,“WhatDebate?EconomistsAgreetheStimulusLiftedtheEconomy”,NewYorkTimes,July29,2014.

15

Wolfers,Justin,“NorthCarolina'sMisunderstoodCutinJoblessBenefits”,NewYorkTimes,July26,2014.

Wolfers,Justin,“OnStateUnemploymentRates,It'sAnalystBeware”,NewYorkTimes,July26,2014.

Wolfers,Justin,“LifeinPrison,WiththeRemotePossibilityofDeath”,NewYorkTimes,July18,2014.

Wolfers,Justin,“WhyWorldCupFinalIsTooClosetoCall”,NewYorkTimes,July8,2014.

Wolfers,Justin,“JobGrowthIsUp,ProductionDown”,NewYorkTimes,June26,2014.

Wolfers,Justin,“CongressandUs:AHate‐LoveRelationship”,NewYorkTimes,June19,2014.

Wolfers,Justin,“AnHonestAnswerFromDavidBrat”,NewYorkTimes,June11,2014.

Wolfers,Justin,“Australia'sOddWorldCupOptimism”,NewYorkTimes,June10,2014.

Wolfers,Justin,“InJobsReport,TwoMilestones”,NewYorkTimes,June6,2014.

Wolfers,Justin,“DeceptiveDipinG.D.P.PointstoPerilsofElectionForecasting”,NewYorkTimes,May29,2014.

Wolfers,Justin,“ANewCritiqueofPikettyHasItsOwnShortcomings”,NewYorkTimes,May23,2014.

Wolfers,Justin,“LaborMarketSeemsDented,NotBroken”,NewYorkTimes,May13,2014.

Wolfers,Justin,“HowGaryBeckerTransformedtheSocialSciences”,NewYorkTimes,May5,2014.

Wolfers,Justin,“ALow‐WageRecovery?TheEvidenceIsn'tThere”,NewYorkTimes,April28,2014.

Wolfers,Justin,“Piketty’sBookonWealthandInequalityIsMorePopularinRicherStates”,NewYorkTimes,April23,2014.

Wolfers,Justin,“Monday’sBostonMarathonprovidesyetmoredataillustratingthatarbitrarynumberscanserveasmotivatinggoals”,NewYorkTimes,April22,2014.

Wolfers,Justin,“WhatGoodMarathonsandBadInvestmentsHaveinCommon”, NewYorkTimes,April22,2014.

Holden,RichardandJustinWolfers,“NobelPrizeShowsBothWisdomandMadnessofCrowds”,BloombergView,October14,2013.

Wolfers,Justin,“WhyI’mVeryHappyAboutJanetYellen”,BloombergView,October8,2013.

Wolfers,Justin,“Markets,UnlikeMedia,Aren’tinaLatherOverFedChair”,BloombergView,August12,2013.

Wolfers,Justin,“WhyMarketsAren’tGettingtheFed’sMessage”,BloombergView,June27,2013.

Wolfers,Justin,“HowtoUnderstandWhattheFedSays”,BloombergView,June18,2013.

Stevenson,BetseyandJustinWolfers,“Reinhart‐Rogoff’sLessonsforEconomists”,BloombergView,May6,2013.

Stevenson,BetseyandJustinWolfers,“SixWaystoSeparateLiesFromStatistics”,BloombergView,May1,2013.

Stevenson,BetseyandJustinWolfers,“RefereeingtheReinhart‐RogoffDebate”,BloombergView,April28,2013.

16

Stevenson,BetseyandJustinWolfers,“IsPaulRyananInflationNutter?”,BloombergView,March12,2013.

Stevenson,BetseyandJustinWolfers,“Valentine’sDayandtheEconomicsofLove”,BloombergView,February13,2013.

Stevenson,BetseyandJustinWolfers,“WhyTopCollegesMissGreatStudents”,BloombergView,December18,2012.

Stevenson,BetseyandJustinWolfers,“ForgettheCliff,FixtheU.S.TaxSystem”,BloombergView,December3,2012.

Stevenson,BetseyandJustinWolfers,“CrowdsAreThisElection’sRealWinners”,BloombergView,November19,2012.

Stevenson,BetseyandJustinWolfers,“WhatMittRomneyDoesn’tKnowAboutFamilies”,BloombergView,October22,2012.

Stevenson,BetseyandJustinWolfers,“Romney’sPartyIsn’tFiscallyResponsible”,BloombergView,October8,2012.

Stevenson,BetseyandJustinWolfers,“MittRomneyWon’tLowerAmericans’Taxes”,BloombergView,September23,2012.

Stevenson,BetseyandJustinWolfers,“AreYouBetterOff?TakeaLookattheStockMarket”,BloombergView,September10,2012.

Stevenson,BetseyandJustinWolfers,“BusinessIsBoominginEmpiricalEconomics”,BloombergView,August6,2012.

Stevenson,BetseyandJustinWolfers,“FedHarmsItselfbyMissingGoals”,BloombergView,July9,2012.

Wolfers,Justin,“WeakjobsreportwillforcetheFedtoact,butCongressremainsparalysed”,TheGuardian,July6,2012.

Stevenson,BetseyandJustinWolfers,“EqualOpportunityMakesBothSexesRicher”,BloombergView,June18,2012.

Stevenson,BetseyandJustinWolfers,“TheDeath‐PenaltyDebateRepresentsaMarketFailure”,BloombergView,June11,2012.

Wolfers,Justin,“May’sjobsreporthurtsObama’sre‐electionprospects”,TheGuardian,June1,2012.

Stevenson,BetseyandJustinWolfers,“Debt‐CeilingDéjàvuCouldSinkEconomy”,BloombergView,May28,2012.

Stevenson,BetseyandJustinWolfers,“TheEconomicCaseforSame‐SexMarriage”,BloombergView,May14,2012.

Stevenson,BetseyandJustinWolfers,“JobSharingWouldEasethePainofRecessions”,BloombergView,April30,2012.

Stevenson,BetseyandJustinWolfers,“TaxSystemisAmerica’sBiggestSpender”,BloombergView,April16,2012.

17

Stevenson,BetseyandJustinWolfers,“U.S.EconomyNeedsStimulus,NotSoothsayers”,BloombergView,April2,2012.

Stevenson,BetseyandJustinWolfers,“TheTeaPartyCanThanktheSunforSuccess”,BloombergView,March20,2012.

Stevenson,BetseyandJustinWolfers,“BernankeNeedsSomeBounceinHisTail”,BloombergView,March8,2012.

Wolfers,Justin,“Erasestudentloans?,”NPRMarketplaceCommentary,October10,2011

Wolfers,Justin,“Thejobrule,”NPRMarketplaceCommentary,June24,2011.

Wolfers,Justin,“Halfwaythroughalostdecade,”NPRMarketplaceCommentary,June7,2011.

Wolfers,Justin,“Howmarriagesurvives,”NewYorkTimes,October13,2010.

Wolfers,Justin,“Don’tbetoneconomicforecasting,”NPRMarketplaceCommentary,September21,2010.

Wolfers,Justin,“GDPmayreflectqualityoflifeafterall,”NPRMarketplaceCommentary,December28,2009.

Wolfers,Justin,“Ifyourunthenumbers,it’sagoodtime,”NPRMarketplaceCommentary,August25,2009.

Wolfers,Justin,“Long‐termjoblesswillstruggle,”NPRMarketplaceCommentary,August11,2009.

Wolfers,Justin,“Economyneedsmorestimulusmoney,”NPRMarketplaceCommentary,July9,2009.

Wolfers,Justin,“NamethisRecession,”NPRMarketplaceCommentary,March19,2009.

Wolfers,Justin,“IncomeGrowthaMatterofPerspective,”NPRMarketplaceCommentary,November25,2008.

Wolfers,Justin,“Election2008:InstantAnalysis,”WallStreetJournalOnline,November5,2008.

Rothschild,DavidandJustinWolfers,“MarketWatcher’sGuidetoElectionDay”,WallStJournalOnline,November4,2008.

Wolfers,Justin,“MarketsMayUnderstateObama’sOdds”,WallStJournalOnline,October30,2008.

Rothschild,DavidandJustinWolfers,“MarketManipulationMuddiesElectionOutlook”,WallStJournalOnline,October2,2008.

Wolfers,Justin,“BlameBothPartiesforBailoutFailure”,NPRMarketplaceCommentary,September30,2008.

Wolfers,Justin,“MakingSenseofMarketDisagreement”,WallStJournalOnline,September18,2008.

Wolfers,Justin,“SharpShiftsRaiseKaine”,WallStJournalOnline,August1,2008.

Wolfers,Justin,“Here’showtopredictfutureoilprices”,NPRMarketplaceCommentary,July17,2008.

Wolfers,Justin,“PollsGlanceBackwards,MarketsPeerAhead”,WallStJournalOnline,July8,2008.

Sunstein,CassandJustinWolfers,“ADeathPenaltyPuzzle”,WashingtonPost,June30,2008.(ReprintedinHoustonChronicle,ClevelandPlain‐Dealer,MinneapolisStarTribune,SacramentoBeeandothers.)

Wolfers,Justin,“LookattheBenefitsofHigherGasPrices”,NPRMarketplaceCommentary,June20,2008.

18

Strömberg,DavidandJustinWolfers,“DecodingthePredictionMarkets”,WallStJournalOnline,June12,2008.

Wolfers,Justin,“ASplitDecisionWithaClearWinner”,WallStJournalOnline,May7,2008.

Rothschild,DavidandJustinWolfers,“Clinton’sWinDoesn’tMovePoliticalMarkets”,WallStJournalOnline,April23,2008.

Wolfers,Justin,“PreparingtoParseaSplitDecision”,WallStJournalOnline,March4,2008.

Rothschild,DavidandJustinWolfers,“HandicappingtheVPRace”,WallStJournalOnline,February12,2008.

Bradlow,Eric,ShaneJensen,JustinWolfersandAdiWyner,“ReportBackingClemensChoosesItsFactsCarefully”,NewYorkTimes,February10,2008.

Wolfers,Justin,“MarketsShowLateSurgeforObama”,WallStJournalOnline,February5,2008.

Wolfers,JustinandEricZitzewitz,“EdwardsDropoutOffersBoosttoObama”,WallStJournalOnline,January31,2008.

Wolfers,Justin,“HowRudy’sBetWentWrong”,WallStJournalOnline,January23,2008.

Wolfers,Justin,“Clinton’sHistoricSurprise”,WallStJournalOnline,January9,2008.

Wolfers,Justin,“PoliticalMarketsForseeTurningPoint”,WallStJournalOnline,January8,2008.

Wolfers,Justin,“UsingMarketstoHandicapIowa”,WallStJournalOnline,January2,2008.

Wolfers,Justin,“BestBetforNextPresident:PredictionMarkets”,WallStJournalOnline,December31,2007.

Stevenson,BetseyandJustinWolfers,“DivorcedfromReality”,NewYorkTimes,September29,2007.

Wolfers,Justin,“BlowtheWhistleonBettingScandals”,NewYorkTimes,July27,2007.

Leigh,AndrewandJustinWolfers,“WisdomoftheMasses”,AustralianFinancialReview,Jun8,2007.

Price,JosephandJustinWolfers,“InBasketball,andLife,RaceHasInfluence”,TheIthacaJournal,May31,2007.

Wolfers,Justin,“HowMuchDoElectionShakeupsAffecttheNation’sEconomy?”,WallStreetJournalOnline,November3,2006.

Leigh,AndrewandJustinWolfers,“LiesandStatistics:HappinessinAustralia”,AustralianFinancialReview,August13,2005.

Leigh,AndrewandJustinWolfers,“UnemployedFinallyGetChancetoWork”,SydneyMorningHerald,June16,2005.

Wolfers,Justin,“LiesandStatistics:IraqElectionTurnout”,AustralianFinancialReview,February26,2005.

Leigh,AndrewandJustinWolfers,“PollstersatOddswithSimpleProbabilities”,AustralianFinancialReview,October7,2004.

19

Leigh,AndrewandJustinWolfers,“LiesandStatistics:BettingonLatham”,AustralianFinancialReview,December19,2003.

Wolfers,JustinandWolfers,Rohan,“DivorceisHell,ButsoisaBadMarriage”,SydneyMorningHerald,December10,2003.

Wolfers,JustinandEricZitzewitz,“TheFurorOver‘TerrorismFutures’”,TheWashingtonPost,July31,2003.Wolfers,Justin,“FastenYourSeatbelts–It’sGoingtobeaBumpyRide”,SiliconValleyBizInk,July2003.

Leigh,AndrewandJustinWolfers,“PolicyImprovesbyPuttingRhetoriconTrial”,SydneyMorningHerald,March5,2003.

Wolfers,JustinandChristopherBarrett,“InflationisCriticalinRBAStrategy”,AustralianFinancialReview,January28,2003.

Leigh,AndrewandJustinWolfers,“OilPricesMayMakeUSVotersSwing”,TheCanberraTimes,November5,2002.

Leigh,AndrewandJustinWolfers,“ToBanishHatred,WeMustUnderstandIt”,AustralianFinancialReview,November1,2002.

Leigh,AndrewandJustinWolfers,“CoverageofBaliTragedyShowsHowAustraliaMissestheBusinAmerica”,SydneyMorningHerald,November1,2002.

Leigh,AndrewandJustinWolfers,“TrainthePoliticiansFirst”,TheCanberraTimes,September10,2002.

Wolfers,JustinandAndrewLeigh,“BaseballCouldLearnaFewThingsFromAustralia”,NewYorkTimes,September1,2002.

Leigh,AndrewandJustinWolfers,“NumbersCrunchSalaryCap’sLogic”,SydneyMorningHerald,August26,2002.

Wolfers,JustinandAndrewLeigh,“HardlyFamilyFriendly”,TheWestAustralian,June20,2002.

Leigh,AndrewandJustinWolfers,“SmallerClassesBecomeBigIssue”,TheAustralian,June1,2002.

Leigh,AndrewandJustinWolfers,“IfthatCity’sWheretheBoysAre,ThenithastobeFabulous”,SydneyMorningHerald,May13,2002.

Wolfers,JustinandWolfers,Rohan,“RecentDownturnWasn’tYourAverageRecession”,SydneyMorningHerald,April13,2002.

Wolfers,Justin,“U.S.RecessionPutsUstotheTest”,SydneyMorningHerald,November1,2001.

Wolfers,Justin,“HumanTouchEmergesFromDryEconomicTheory”,SydneyMorningHerald,October12,2001.

Leigh,AndrewandJustinWolfers,“WinnerTakesAll”,SydneyMorningHerald,September29,2001.

Leigh,AndrewandJustinWolfers,“TaketheMoneyandRun…OrWrestle”,SydneyMorningHerald,May15,2001.

Leigh,AndrewandJustinWolfers,“AJobsMiracleThatHasBaffledtheExperts”,TheCanberraTimes,March5,2001.

20

Leigh,AndrewandJustinWolfers,“HowardDumbsDownthePolicyDebate”,AustralianFinancialReview,July6,2000.

Wolfers,JustinandAndrewLeigh,“UnfairAdmissionsIndex”,SydneyMorningHerald,December13,1999.

Leigh,AndrewandJustinWolfers,“Abortion’sSecretLegacy”,TheMelbourneAge,November11,1999.

RESEARCH FUNDING 

WhartonGlobalInitiativesResearchProgram 2009,2010ZicklinCenterforBusinessEthicsResearch 2008WhartonSportsBusinessInitiative 2006,2008MicrosoftResearch 2005Geewax,TerkerandCo.ResearchFellow 2005MackCenterforTechnologicalResearch 2005,2006,2007Hirtle,Callaghan&Co.ResearchFellow 2004Zell/LurieRealEstateCenter 2004‐2007SocialScienceResearchCouncil,SmallGrantsProgram 1999

TEACHING   

Economics101,UniversityofMichigan 2015–PresentIntroductorymicroeconomicscoursewith450students.Ratings2015:4.7/5.02016:4.7/5.0

MicroeconomicsA,FordSchoolofPublicPolicy,UniversityofMichigan 2015–PresentCoremicroeconomicsclassforpublicpolicymastersstudents.Ratings2015:3.9/5.02016:4.4/5.02017:4.7/5.0

TheGovernmentalandLegalEnvironmentofBusiness,WhartonMBACore 2005–2012Studyinginteractionsbetweenbusiness,governmentandlobbygroups.Ratings2005:3.4/4.0;2006:3.6/4.0;2007:3.5/4.0;2008:3.3/4.0;2009:3.4/4.0;2010:3.2/4.0.

BehavioralEconomicsandPredictionandBettingMarkets,MBAElective 2006–2012Designednewclassonpredictionmarketsandbehavioralfinance.Ratings2006:3.2/4.0;2007:3.6/4.0;2008:3.5/4.0;2008(executiveMBA):3.3/4.0.

StrategyintheBusinessEnvironment,StanfordGSBCore 2002–2004Politicaleconomyandstrategyclass,studyinginteractionsbetweenbusinessandgovernment.Ratings2002:4.3/5.0;2003:4.3/5.0;2004:4.5/5.0

BusinessEthics,StanfordGSBCore 2003Corebusinessethicsclass.Ratings2003:4.1/5.0.

Finance,BehavioralEconomicsandSportsBetting,StanfordMBAelective 2002‐2003Designednewclassteachingbehavioralfinancethroughthelensofsportsbetting.Ratings2002:4.9/5.0;2003:4.7/5.0

21

EconomicsofMarriageandDivorce,HarvardEconomicsSophomoreTutorial 2000‐2001Designednewclassanalyzingfamilyeconomicsandsocialpolicy.Ratings2000:4.7/5.0;2001:5.0/5.0

Non‐ResidentTutorandSophomoreAdvisor,DunsterHouse,Harvard 2000‐2001ProvidedacademicandcareeradvicetoHarvardundergraduates.

IntroductoryMacroeconomics,UniversityofSydney 1994Sectionleader

ADVISING 

Undergraduate:DougGeyser(Stanfordeconomics,2004)

Doctoral:CameronShelton(Wesleyan,2004);HaitaoYin(Michiganpost‐doc);ErikSnowberg(CalTechpoliticalscience,2008);DavidRothschild(Yahoo!Research,2011);EricChyn(UVA,2016);StevenHamilton(GWU,2018).

EDITORIAL SERVICE   

AdvisoryBoard,BrookingsPapersonEconomicActivity 2016–Present

Editor,BrookingsPapersonEconomicActivity 2009–2015

AssociateEditor,JournalofPredictionMarkets 2006–Present

Co‐Editor,economicse‐journal 2006–Present

AssociateEditor,Economica 2008–2015

PanelMember,NationalAcademyofSciencePanelon“MeasuringSubjectiveWell‐BeinginaPolicy‐RelevantFramework” 2011–2013

PanelMember,NationalAcademyofSciencePanelon“MacroeconomicImplicationsofPopulationAging” 2013–2015

ProgramCommittee:9thWorldCongressoftheEconometricSociety(2005);EuropeanEconomicAssociationAnnualCongress(2006);WorkshoponPredictionMarkets(2007);EconometricSocietyWinterMeetings(2009);NBERMonetaryEconomicsMeeting(Spring2009);AmericanEconomicAssociationAnnualConference(2013);AmericanEconomicAssociationAnnualConference(2018).

Referee:AmericanEconomicReview,JournalofPoliticalEconomy,QuarterlyJournalofEconomics,Econometrica,ReviewofEconomicStudies,JournalofEconomicLiterature,ReviewofEconomicsandStatistics,EconomicJournal,JournalofBusinessandEconomicStatistics,AEJ:AppliedEconomics,BerkeleyElectronicPress,Economica,EconomicsLetters,EmpiricalEconomics,JournaloftheEuropeanEconomicAssociation,EuropeanEconomicReview,ScandinavianJournalofEconomics,EconomicRecord,OxfordEconomicPapers,CanadianJournalofEconomics,ScottishJournalofPoliticalEconomy,JournalofEconomicTheory,JournalofPublicEconomics,JournalofMonetaryEconomics,InternationalFinance,JournalofLaborEconomics,JournalofHumanResources,LabourEconomics,IndustrialandLaborRelationsReview,BritishJournalofIndustrialRelations,JournalofPopulationEconomics,JournalofLawandEconomics,JournalofLaw,EconomicsandOrganization,InternationalReviewofLawandEconomics,

22

JournalofSocio‐Economics,JournalofEconomicBehaviorandOrganization,EconomicModelling,ReviewofUrbanandRegionalDevelopmentStudies.

Referee(Otherdisciplines):Science,Demography,AmericanPoliticalScienceReview,JournalofPolitics,AmericanSociologicalReview,Chance,ElectronicMarkets,AustralianJournalofPoliticalScience,HarvardLawReview,JournalofStatisticalPlanningandInference,JournalofQuantitativeAnalysisinSports.

Reviewer:StanfordUniversityPress,OxfordUniversityPress,CambridgeUniversityPress,Brunner‐RoutledgePress,InternationalMonetaryFund.

Grantreviewer:NationalScienceFoundation,WorldBank,Cambridge‐MITInstitute,DavidsonInstitute,EconomicsandSocialResearchCouncil(UK),MacArthurFoundation,NuffieldFoundation.

UNIVERSITY SERVICE 

UNIVERSITY OF MICHIGAN 

ExecutiveCommittee,DepartmentofEconomics 2017–PresentDiversityCommittee,DepartmentofEconomics 2016–PresentFacultyDiversityAlly,DepartmentofEconomics 2016–PresentUndergraduateProgramCommittee,DepartmentofEconomics 2013–2014,2016‐PresentPhDProgramCommittee,FordSchool 2016–PresentChair—ComputingCommittee,DepartmentofEconomics 2015–2016MastersProgramCommittee,FordSchool 2015–2016RecruitingCommittee(JuniorFinance),FordSchoolofPublicPolicy 2012–2013

WHARTON 

QuinquennialReviewCommittee,InsuranceandRiskManagementDept 2010QuinquennialReviewCommittee,BusinessandPublicPolicyDept. 2009FacultyAdvisoryGroup,WhartonSportsBusinessInitiative 2008–PresentDean’sAdvisoryCouncil 2008–2009AppliedEconomicsDoctoralProgramCommittee 2008–PresentRecruitingCommittee,Business&PublicPolicyDept 2007(Chair);2008;2009GuestStar,WhartonFollies 2007FacultyAdvisoryBoard,WhartonSocialImpactManagement 2005‐PresentCo‐organizer,WhartonAppliedEconomicsSeminar 2004‐2006

STANFORD GSB 

Organizer,StanfordGSBPoliticalEconomySeminar 2001‐2004PhDLiaison 2002‐2003CubaStudyTrip(MBA) 2002BrazilStudyTrip(MBA) 2001Recruitingcommittee 2001

HARVARD ECONOMICS 

GraduateInstructionCommittee 1997‐1999Organizingcommittee,PoliticalEconomyLectureSeries 1998‐2000

23

SEMINARS AND CONFERENCE PRESENTATIONS 

2017‐2018:Keynotespeaker—UniversityofKentuckyEconomicsTeachingWorkshop;Keynotespeaker,EconEdteachingconference—Chicago;Ideas42BehavioralFinanceSymposium—UniversityofMichigan;Discussant,PetersonInstituteforInternationalEconomics“RethinkingMacroPolicy”—Washington,DC.

2016‐2017:XIIISummerSchoolinPublicEconomics—GeorgiaState;NationalAssociationofBusinessEconomists—Atlanta;MichiganLaborSeminar;DinnerSpeaker,MichiganRSQEAnnualEconomicOutlookConference;Discussant(x3),AmericanEconomicAssociationAnnualConference—Chicago;OntarioSecuritiesCommissionAcademy—Toronto;Keynotespeaker,AustralianBusinessEconomistsAnnualConference—Sydney;DepartmentofPrimeMinisterandCabinetSeminar—Canberra;Discussant,ESRIConference—Japan

2015‐2016:ChristieLecture,MillersvilleUniversity;JamesC.KautzLecture,UniversityofCincinnati;Keynotespeaker,SpanishEconomicAssociationannualconference—Girona;ReserveBankofAustralia;LowyInstitute—Sydney;AustralianandNewZealandSchoolofGovernmentseminar—Melbourne;AnnualBankConferenceonDevelopmentEconomics—WorldBank,WashingtonDC;ConferencehonoringOlivierBlanchard—MIT.

2014‐2015:GovernmentAccountabilityOffice;GeorgetownUniversity;PetersonInstituteforInternationalEconomicsConferenceonLaborMarketSlack;IMFconferenceon“ChallengestoJob‐RichandInclusiveGrowth”;UniversityofColoradoBoulderSeminar;Presenteranddiscussant,AmericanEconomicAssociationAnnualConference—Boston;NationalAcademyofSciencesWorkshoponStatisticalChallengesinAssessingandFosteringtheReproducibilityofScientificResults;Panelist–ExpandingEmploymentOpportunities,TheHamiltonProject;PetersonInstituteforInternationalEconomicsConferenceonWagesandCorporateBehavior;Panelist,CommitteeforEconomicDevelopmentSpringPolicyConference;Panelist,“40yearslater:TherelevantofOkun’s‘EqualityandEfficiency’”;BrandywineAssetManagement;ThinkTankDiversityConsortium“CareersinPublicPolicy”conference;IndeedInteractive—Austin;Discussant,NBERNationalSecuritySummerInstitute.

2013‐2014:OfficeofFinancialResearch(USTreasury);Discussantandchair,AmericanEconomicAssociationAnnualConference—Philadelphia;BureauofLaborStatistics;GeorgeWashingtonUniversity;NewAmericanFoundation“Cryptocurrencies”conference;GeorgeMasonUniversity;SocietyforResearchonEducationalEffectivenessannualconference—Washington,DC;UniversityofMarylandDecisionScienceSeminar;SummerlinLecture,JohnsHopkinsUniversity;MerrickLecture,UniversityofVirginia;AmericanUniversitySchoolofPublicAffairs;JamesR.JundtVisitingProfessorofEconomics,GonzagaUniversity;Presenterandchair,SocietyofLaborEconomistsAnnualConference—Washington,DC;Lunchspeaker,UrbanInstituteConferenceon“DemographicDivideorOpportunity?”;Keynotespeaker,NationalTaxAssociationSpringSymposium—WashingtonDC;CongressionalBudgetOfficePanelofEconomicAdvisersmeeting;Discussant,IMF‐ITUCWorkshoponCollectiveBargaining—WashingtonDC;CFAInstituteFinancialAnalystsSeminar—Chicago.

2012‐2013:MichiganSTIETSeminar;Presenter,discussantandchair,AmericanEconomicAssociationAnnualConference—SanDiego;KeynoteSpeaker,Australian‐AmericanAssociationAnnualDinner;MichiganPopulationStudiesSeminar;Panelist,“PredictingElections”Conference—ColumbiaUniversity;AEAConferenceonTeaching—Chicago;NewAmericaFoundationConferenceontheModernFamily—

24

Washington,DC;Discussant,NBERConferenceonLaborMarketsaftertheGreatRecession—NationalPressClub,DC;Keynotespeaker,8thAnnualBehavioralOperationsConference—Michigan.

2011‐2012:HarvardInequality&SocialPolicySeminar;BerkeleyLawandEconomicsSeminar;Princeton“DilemmasofInequality”Seminar;Dartmouth;USCLaw,EconomicsandOrganizationsSeminar;UCLAAndersonSchoolGlobalEconomicsandManagementSeminar;CornellEconomics;MarylandEconomics;ConferenceonEmpiricalLegalStudies—Northwestern;Moody’sEconomicOutlookConference;ColumbiaGSBAppliedMicroSeminar;NBERPoliticalEconomyMeetings;UCSDEconomicsSeminar;USCMarshallSchoolofBusinessSeminar;CalTechSeminar;USCLawSeminar;RussellSageFoundationSeminar;HarvardKennedySchoolSeminar;WorldAffairsCouncilofPhiladelphia;UniversityofMichiganFordSchool;JohnsHopkinsMacroSeminar;MichiganEconomicsSeminar;PrincetonIndustrialRelationsandCenteronHealthandWellbeingSeminar;CollectiveIntelligenceConference—MIT;Inter‐AmericanDevelopmentBankWorkshop;NBERForecastingandEmpiricalMethodsSummerInstitute;Discussant—NBERCrimeSummerInstitute;AspenIdeasFestival.

2010‐2011:KelloggManagementandStrategySeminar;HarvardLaw,EconomicsandOrganizationsSeminar;GallupWell‐BeingForum—Washington,DC;FederalReserveBoardAcademicConsultantsMeeting;DevelopingStandardsforCost‐BenefitAnalysisconference—Washington,DC;CongressionalBudgetOfficeseminar;LeggMasonCapitalManagementThoughtLeaderForum—Baltimore;ConferenceonEmpiricalLegalStudies—Yale;BrookingsInstitution;AmericanEconomicAssociationAnnualConference—Denver;CenterforGlobalDevelopment;Harvardeconomicsdepartment‐wideseminar;Keynotespeaker,WorldBankInstitute;InternationalMonetaryFund;Discussant—NationalAcademyofSciencePanelonDeterrenceandtheDeathPenalty;CouncilofEconomicAdvisors;AspenIdeasFestival;Discussant—NBERLawandEconomicsSummerInstitute.

2009‐2010:RutgersLawSchool,Camden;NYUAppliedMicroSeminar;JanusForum—UniversityofVermont;IZAHappinessConference—WashingtonDC;ANUHappinessConference—Canberra;Discussant,AmericanEconomicAssociationAnnualConference—Atlanta;ZicklinCenterforBusinessEthicsResearchSeminar;AnnualBehavioralEconomicsConference—Cornell;ChicagoLawSchool,“TheLawandEconomicsofRace”conference;AnnualWorldBankConferenceonDevelopmentEconomics(ABCDE)—Stockholm;WesternEconomicAssociationAnnualConference—Portland.

2008‐2009:Presenteranddiscussant,ConferenceonEmpiricalLegalStudies—Cornell;Brandywineannualconference;PennBusinessLawseminar;TempleLawandHumanBehaviorSeminar;BerkeleyPsychologyandEconomicsSeminar;StanfordLaw&EconomicsSeminar;UniversityofBritishColumbiaAppliedMicroSeminar;DeutscheBankQuantConference—NewYork;UniversityofMichiganLawandEconomicsSeminar;Berkeley—HaasSeminaronInstitutionalAnalysis;Discussant—NBERMonetaryEconomicsFallMeeting;Presenteranddiscussant,AmericanEconomicAssociationAnnualConference—SanFrancisco;Discussant—NBERMonetaryEconomicsSpringMeeting;HarvardBusinessSchool;FloridaInternationalUniversity;UCLA—AndersonSchoolEconomicsSeminar;HarvardLawSchool;AmericanLawandEconomicsAssociationAnnualConference—SanDiego;Discussant—NBERLawandEconomicsSummerInstitute.

2007‐2008:UniversityofDelawareEconomicsSeminar;Discussant—NBEREconomicsofCrimeConference;CaseWesternReserveEconomicsSeminar;NewEnglandSymposiumonStatisticsinSports—Harvard;RockefellerCenterPublicLecture—Dartmouth;DartmouthAppliedStatisticsSeminar;

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Presenteranddiscussant,ConferenceonEmpiricalLegalStudies—NYU;Discussant,IMFAnnualResearchConference;MichiganStateEconomicsSeminar;ChicagoGSBAppliedMicroSeminar;SecuritiesandExchangeCommission;NationalResearchCouncilCommitteeonEvidenceandItsUses;PhiladelphiaFederalReserveBank;Presenteranddiscussant,AmericanEconomicAssociationAnnualConference—NewOrleans;HarvardLaborSeminar;O’ReillyMoney:TechConference—NewYork;CornellLawSchoolSeminar;Discussant,NBERMacroeconomicsAnnual;BrookingsPanelonEconomicActivity—WashingtonDC;EconomicsofBusinessandtheLawsymposium—UTAustin;SocietyofLaborEconomistsAnnualConference—NewYork;CFAInstituteAnnualConference—Vancouver;AmericanLawandEconomicsAssociationAnnualConference—NewYork;EuropeanCentralBank;InstituteforInternationalEconomicStudies—StockholmUniversity;ResearchInstituteofIndustrialEconomics(IFN)—Stockholm;Discussant—IFNStockholmConferenceonFamily,ChildrenandWork;InstituteforSocialResearch(SOFI)—StockholmUniversity;UniversityofOslo;NBEREconomicGrowthSummerInstitute;NBERMonetaryEconomicsSummerInstitute;NBERLaborEconomicsSummerInstitute;NBERLawandEconomicsSummerInstitute.

2006‐2007:HarvardLawandEconomicsSeminar;GeorgeMasonPublicChoiceSeminar;PennCriminologySeminar;NBERPoliticalEconomyConference;WallisConferenceonPoliticalEconomy—Rochester;JME/SwissNationalBankconference—Gerzensee;ConferenceonEmpiricalLegalStudies,UT‐Austin;NationalAssociationofScienceWritersNewHorizonsinScienceConference—JohnsHopkins;AmericanSocietyofCriminologyannualconference—LosAngeles;INFORMSannualconference—Pittsburgh;CarnegieMellonBehavioralDecisionResearchSeminar;BarclaysGlobalInvestors—SanFrancisco;UniversityofWashingtonEconomicsSeminar;TorontoUniversityLaborSeminar;VanderbiltLawSchool;MITMacroSeminar;GeorgetownPublicPolicyandGovernmentSeminar;Discussant/chair/sessionorganizer,AmericanEconomicAssociationAnnualConference—Chicago;PredictionMarketsCluster—WashingtonD.C.;ColumbiaPoliticalEconomySeminar;NorthwesternLawSchool;Discussant,NBERLawandEconomicsConference;PrincetonPoliticalEconomySeminar;ChicagoLawSchool;StrategyandBusinessEnvironmentConference—Harvard;TechnologySpeakerSeries—MitreCorporation;FederalTradeCommissionEconomicsSeminar;UniversityofMissouriEconomicsSeminar;Discussant,NationalAcademyofScienceCommitteeonLawandJustice;BrownUniversityMacroSeminar;SocietyofLaborEconomistsAnnualConference—Chicago;AmericanLawandEconomicsAssociationAnnualConference—Harvard;UCLAPolicyandStrategySeminar;MITCenterforCollectiveIntelligenceSeminar;ConferenceonGamblingandPredictionMarkets—PalmDesert;ConferenceonLegalImplicationsoftheNewResearchonHappiness—ChicagoLawSchool;CharteredFinancialAnalystsInstituteConferenceonEfficientMarketsandBehavioralFinance—Boston;KielInstitutefortheWorldEconomy;UniversityofMunich;UniversityofLinz,Austria;Discussant,NBERPoliticalEconomySummerInstitute;NBERLaborStudiesSummerInstitute;Discussant,NBERLawandEconomicsSummerInstitute.

2005‐2006:Kellogg,ManagementandStrategySeminar;PennStateMarketDesignSeminar;YaleLawandEconomicsSeminar;TowLecturer,UniversityofIowa;ColumbiaLawandEconomicsSeminar;NBERMacroeconomicsandIndividualDecision‐makingConference;UniversityofNorthCarolinaPublicEconomicsSeminar;CEMFISeminar—Madrid;LondonBusinessSchoolConferenceonInformationMarkets;Presenter/discussant/chair/sessionorganizer,AEAmeetings—Boston;EconometricSocietyMeetings—Boston;UCBerkeleyLawandEconomicsSeminar;MacArthurNetworkonInequalityandSocialPolicyConference;PennEconometricsSeminar;SanFranciscoFederalReserveSeminar;Discussant,SanFranciscoFederalReserveConferenceonLaborMarketsandtheMacroeconomy;Penn

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LawSchoolSeminar;USCSymposiumontheEconomicsofHappiness;Alpha‐UBSconference—Duke;Discussant,GlobalNetworkonInequalityConference—Princeton;SocietyofLaborEconomistsAnnualConference—Cambridge;AmericanLawandEconomicsAssociationAnnualConference—UCBerkeley;CareerTrajectoriesofFemaleProfessionalsWorkshop—RadcliffeInstitute;MarylandSummerWorkshoponCriminologyandEconomics;PredictionMarketsCluster—Chicago;NBERForecastingandEmpiricalMethodsSummerInstitute;NBERLaborStudiesInstitute;NBERLawandEconomicsSummerInstitute;CitadelInvestmentGroup—Chicago;EconometricSocietyEuropeanMeetings—Vienna;EuropeanEconomicAssociationAnnualConference—Vienna.

2004‐2005:InstituteforInternationalEconomicStudies—StockholmUniversity;CEPR/IZAEuropeanSummerSymposiuminLaborEconomics—Ammersee;UppsalaEconomicsSeminar;ColumbiaFinancialEngineeringSeminar;ZEWEvaluationConference—Mannheim;PrudentialQuantitativeFinanceConference—Boston;IZAWorkshoponLaborMarketInstitutions—Bonn;RWI‐EssenEconomicsSeminar;IZA‐BonnEconomicsSeminar;Brookings‐AEIJointCenterConferenceonPredictionMarkets—WashingtonDC;WhartonAppliedEconomicsSeminar;DIMACSConferenceonMarketsasPredictiveDevices—Rutgers;CornellLaborEconomicsSeminar;Hirtle‐CallaghanRiskConference—Philadelphia;UQAMEconomicsSeminar—Munich;AmericanLawandEconomicsAssociationAnnualConference—NYU;WhartonAppliedEconomicsWorkshop;SocietyofLaborEconomistsAnnualConference—SanFrancisco;SanFranciscoFederalReserveBankSeminar;InternationalSymposiumonForecasting—SanAntonio;NBERInternationalSeminaronMacroeconomics—Budapest;Discussant,WhartonCareersConference;SocietyforComputationalEconomicsAnnualConference—Washington,DC;WhartonDecisionProcessesSeminar;SOLE/IZATransatlanticMeetings—Ammersee;NBERLaw&EconomicsSummerInstitute;EuropeanEconomicAssociationAnnualConference—Amsterdam;YalePoliticalEconomySeminar;AustralianConferenceofEconomists—Melbourne.

2003‐2004:SocietyofLaborEconomistsAnnualConference—Toronto;UCBerkeleyMacroSeminar;NBERMacroeconomicsandIndividualDecisionMakingConference;TexasA&MEconomicsSeminar;UniversityofMiamiEconomicsSeminar;ChicagoGSBMacroSeminar;NBEREconomicsofNationalSecurityConference;JohnF.KennedySchoolofGovernmentSeminar;StanfordCenterforInternationalSecurityandCooperationSeminar;AmericanEconomicAssociationAnnualConference—SanDiego;Chicago‐HarrisSchoolPublicPolicySeminar;WhartonAppliedEconomicsSeminar;KansasEconomicsSeminar;NewSchoolEconomicsSeminar;Discussant,StanfordConferenceontheMediaandEconomicPerformance;USCLawandEconomicsSeminar;SocietyofLaborEconomistsAnnualConference—SanAntonio;BusinessEnvironmentConference—Wharton;ChicagoQuantitativeAlliance—LasVegas;StanfordAppliedMicroSeminar;StanfordMacroSeminar;YahooResearchLabs;GlobalAssociationofRiskProfessionals—SanFrancisco;StanfordFinancialMathSeminar;SocietyofQuantitativeAnalysts—NewYork;QWAFAFEW—SanFrancisco;NBERLaborStudiesSummerInstitute;UniversityofSydney/SUGUNA/AdvanceLecture.

2002‐2003:JohnsHopkinsMacroSeminar;Discussant,APPAMFallConference—Dallas;NewSchoolConferenceinHonorofJimTobin;Discussant,EconometricSocietyWinterMeetings;J.FishandLillianF.SmithLecturer—Brigham‐YoungUniversity;UT‐AustinLaborSeminar;HaasBusinessandPublicPolicySeminar;NBERMacroAnnualConference;SanFranciscoFederalReserveBankSeminar.

2001‐2002:Discussant,WallisConferenceonPoliticalEconomy—Rochester;AmericanEconomicAssociationAnnualConference—Atlanta;StanfordLawSchoolSeminar;Discussant,Strategyandthe

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BusinessEnvironmentConference—Stanford;UniversityofSydneyEconomicsSeminar;ReserveBankofAustraliaSeminar;UniversityofMelbourneEconomicsSeminar;CouncilonForeignRelationsMacroConference—Washington,DC.

2000‐2001andearlier(graduateschool):NBEREconomicFluctuationsGroupConference—SanFrancisco;SocietyofLaborEconomistsAnnualConference—Cambridge;MacArthurNetworkonInequalityandSocialInteractionsConference—UCLA;HarvardLaborSeminar;HarvardMonetaryandFiscalPolicySeminar;ChicagoGSBMicro/MacroJointSeminar;JohnF.KennedySchoolofGovernmentSeminar;StanfordGSBPoliticalEconomySeminar;UCBerkeleyEconomicsSeminar;PrincetonEconomicsSeminar;YaleEconomicsSeminar;NYUEconomicsSeminar;ColumbiaBusinessSchoolJointMicro/MacroSeminar;LondonSchoolofEconomicsSeminar;MichiganEconomicsSeminar;HarvardBusinessSchoolNOMSeminar.

Last updated: May 7, 2018.