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  • 7/28/2019 Odds of Winning the Lottery

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    LouisBarclay

    TheoddsofwinningtheNationalLotteryare14milliontoone.Whydo

    peopleplay?

    "AlotteryisaTaxation

    UponalltheFoolsincreation"

    HenryFielding,TheLottery,1792,sixteenyearsbeforetheUKLotterywasdenouncedbyparliamentasradicallyviciousandabolishedeighteenyearslater.

    Theyliketowin,buttheydonotconsidertheirprobabilityofwinning.

    Wagenaar,ParadoxesofGamblingBehaviour,1988,seventeenyearsbeforeCamelotannouncesthatitisthebiggestprogrammeofcivicregenerationsincethe

    19thCentury

    1.

    ThirteenyearsonfromitsemergenceintoBritishconsciousness,theNationalLotteryisstrugglingtoattra

    thelevelsofinterest,andmoreimportantly,demand,whichitexperiencedinitsopeningyears.Having

    peakedin1997/82,justthreeyearsafterCamelotwasawardeditsfirstsevenyearlotterycontracttorun

    thescheme,theNationalLotterybrandhasattemptedtogrowbymeansofinnovationinitsdiverse

    portfolioofgames3.HoweverthebiweeklyLottodraw

    4,whichconstitutesthelargestpartofNational

    Lotteryrevenue,isexperiencingalongtermtrendofdecliningsales5.Thisisnottosaythatthegameis

    unpopularaccordingtoCamelot,over65%ofUKadultsplayregularly,makingLottothemostpopular

    formofgamblinginthiscountry.

    Theeconomicside

    Thelotteryisclassifiedassoftcoregambling,incontrasttomostcasinogames,whicharetermedhard

    core.Thedistinctionisbasedontherelativesumsofmoneyspentonbothforms,andtheirpowertoturn

    intoanaddiction(compulsivity).Thelotteryisalsodistinguishedbytherelativelyinfrequentopportunities

    1 http://www.camelotgroup.co.uk/pressreleases/2005/november/HYResultsNov2005Final.pdf2 Mintel International Group, Lotteries [Leisure Intelligence], 2004, p23 For instance, Dream Numbers, a game introduced this yearhttp://www.camelotgroup.co.uk/pressreleases/2006/May/EndYearResults2006.pdf4 The draw to which this question refers. There are in fact many games under the name of the National Lottery, including thethree extra draws of Dream Number, Thunderball and Hotpicks, and a range of scratch-cards.

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    toplay,andtherelativelylongdelaybetweenbetandoutcome.Also,thepayoutsareorganizedsothat

    thereisonedisproportionatelylargeprize,withseveralsmaller,moreattainable,rewards.Whiletheodds

    onwinningtheLottojackpotare13,983,815toone,thereisa51toonechanceofwinninganyofthe

    prizes.Lastly,thesimplicityofalotteryisnoteworthyinthecaseofLotto,choosingsixnumbersfrom1t

    49.

    Theapproachusedwithinstandardeconomicstoevaluatedecisionsmadeinthefaceofriskand

    uncertaintyistheexpectedvaluemodel6.Inthecontextofalottery,themodelisusedtocomparethe

    priceofthetickettotheamountthelotteryplayercouldexpecttotakeasayield.Thislastpartiscalculate

    astheaveragevalueofthepayoutmultipliedbytheprobabilityofoneticketwinning.Typicallyforlotterie

    theexpectedvalueisnegative,andtendstorangefromabout 30%oftheticketpriceto 70%ormore.Th

    iscurious,asmosthardcoregamblingfeaturesahigherexpectedvalue.Roulette,forexample,hasan

    expectedvalueof5%7.InthespecificcaseoftheUKlottery,theLotto,ona1tickettheexpectedvaluei

    about71pence.Inotherwords,thevaluefromplayingtheLotteryis29%lessthantheticketprice.

    Therefore,theexpectedvaluemodelpredictsthatpeoplewillnotplayLotto.

    Inpractice,peopledoplaythelotteryandthissuggeststhattheexpectedvaluemodelignoresother

    utilitiesthataregainedfroma1lotteryticket,inadditiontothe71penceinexpectedvalue.Theseutiliti

    include,firstly,theopportunitytotakepartinanaspectofpopularculturebanterwithfriendsandfamil

    and

    speculation

    over

    numbers

    and

    near

    misses.

    Secondly,

    there

    is

    the

    warm

    glow

    effect

    of

    having

    indirectlydonatedmoneytocharity(29penceperticket).Finally,inthesmallscrapofpaperthereisthe

    possibilityofwinningalifetransformingsumofmoney.Referredtoasbuyingadreamthisfactoris

    consideredbymanytoconstitutethelargestutilityfromplayingtheLottery.

    Theinsufficiencyoftheconventionaleconomicapproach

    Doticket

    buyers

    weigh

    up

    these

    utilities

    and

    consider

    them

    to

    more

    than

    make

    up

    for

    the

    29

    pence

    gap?

    Perhapssubconsciously,butthereisalsoatheorythatmanyofthosewhospendonlotteryticketssuffer

    frompsychological misconceptionswhichmeanthatinfact,theydonotconsidertheLotteryinrational

    terms.ThisisevidencedbythecaseofthecompetingDutchlotteriesinthe1980s:theStateLotteryandth

    GiroLottery.Theformerhadanexpectedvalueof30%,with2millionplayers.TheGiroLotterywas

    5 Lotteries [Leisure Intelligence], 2004, p26 As used in Willem Wagenaars Paradoxes of Gambling Behavior, 1988, and Stephen Creigh-Tyte and Lisa Farrells 1998 paperThe Economics of the National Lottery7 According to The Times, in The Lottery It Shouldnt Be You, January 27, 2006, Casinos typically pay out more than 97 per

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    launchedwithanexpectedvalueof75%andthereforenorationalplayershouldhavepreferredtoplayit

    ratherthantheStatelottery.Nonetheless,itwasabletoattract1.2millionplayers.Thissuggeststhatas

    longasalotterykeepstotacitlyacceptedpropertiesofafairstructure8,suchasthelowcostofaticket,

    andsufficientlylifetransformingpowerofthemainprize,itwillattractdemand.

    Moreevidencetosuggestthat,ingeneral,Lottoplayersdonotthinkrationally,liesinthepriceelasticityo

    demandforLottotickets,whichhasbeenshowntolieclosetounity9.Thismeansthata50%decreasein

    thepriceofaLotteryticketwillresultinroughlya50%increaseinthequantitydemanded.However,the

    expectedelasticityforrationalconsumerswouldleadtosignificantly,anddisproportionatelygreater

    demandasthepricenearedtheexpectedvalueoftheLotteryticketandwentbelowit.Thisisbecausethe

    moneyspentonaticketpricedatitsexpectedvalue(orless)wouldeffectivelybeaworthwhileinvestmen

    Heuristicsandbiases

    Thepsychologicalmisconceptionsthatmightmakeplayersmorelikelytobuyalotteryticketcanbedivide

    intotwocategories: intuitivediscoveryprocesses,namedheuristics,andpartialitieswhichhinder

    objectiveconsiderationofanissue,correctlytermedbiases10

    .WillemWagenaarcallstheseabagof

    tricks11

    which,together,maygosomewaytoexplainingthemindsetoflotteryparticipants,andin

    particularthefailureoffeedbackthatis,whycontinuedlossesdonotdisillusionplayers.

    Therearetwomainbiases:

    Confirmationbiashappenswhenapersonneglectstheprincipleofregressiontothemean.Thisistosay

    thatapersonmightthinkthattheyareonawinningstreak,orgettingcloser,becausetheyhavehadtwo

    nearmisseswiththeirnumbers.Someplayersbelievethatcertainnumbershaveahigherlikelihoodof

    winning,asevidencedbysitessuchaslotterygen.co.ukwhichpresentstatisticsofhotnumbers.

    Hindsightbiasoccursfromthinkingthatalosswaspredictedinotherwords,thatnotwinningwas

    inevitable.Thisencouragesthepersontothinkthattheywillwinonthenextgamble,becausetheybelieve

    thattheirpredictionsholdfast.

    cent of money staked8 Paradoxes of Gambling Behavior p709 Farrell et al., 199610 Hogarth, 1981

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    Fiveheuristicexplanationsareidentified:

    Problemframingiswhenaplayerattributeslosingtoalackofskill,possiblysubconsciously.Thereforein

    thecaseofthelottery,everynewselectionofnumbersisanewattempttorefinetechnique.Buyingticket

    regularlyisimportantfortheprocessofimproving.

    Similarly,flexibleattributionresultsfromplayersconsideringskilltohavehadahandinanearmiss,but

    losingtobedowntootherfactorssuchasbuyingtheticketfromthewrongplace,oratthewrongtime.

    Lotterycompaniesalongwiththemediapublicizethewinnersofthejackpot.Thisleadspeopletoconside

    ahigheravailabilityoftheprizethanthatwhichactuallyexists.Itthereforecausesthemtooverestimate

    theprobabilityandconsiderthelotterymoreworthwhile.Camelot,theownersoftheNationalLottery

    contract,haveemphasizedavailabilityinpastadvertisingcampaignswithsloganssuchasitcouldbeyou.

    Anticipatoryregretappliestohardcoreplayerswhokeepthesamenumbersforeverygametheyplay.

    TheyfeelcompelledtobuyticketseveryWednesdayandSaturdayforfearthatonthedaytheydonotpla

    thenumberswillcomeup.

    Illusorycorrelationisthebeliefinluckaffectingthechanceofsuccessinagame.Forinstance,superstitiou

    people

    who

    believe

    in

    lucky

    days

    might

    consider

    their

    odds

    improved,

    and

    thus

    be

    more

    likely

    to

    buy

    a

    ticket.Thisissimilartothegamblersfallacyoffailingtounderstandthatsuccessinthelotteryis

    independentofsuccessinotherevents.

    Thesementalquirksareallmademorelikelybyanotherheuristic: reductionofcomplexity12

    .Thisoccurs

    whenlotteryplayersfailtorealizewhatreallydeterminestheoddsofwinningthejackpot,anddonot

    considerthescaleofthegameincorrectproportion.Buteventhesepsychologicalmisconceptionsdonot

    satisfactorilyaccount

    for

    regular

    lottery

    play.

    They

    may

    explain

    why

    people

    buy

    impulsively,

    such

    as

    in

    the

    caseofavailabilityorillusorycorrelation,andmayshowsomecharacteristicsofhardcoreplayers,asinth

    caseofflexibleattributionandproblemframing,buttheydonotaccountfortheconstantdemandfor

    lotteryticketsby27millionadultsintheUK.

    ManycriticsandcertainnewspapersclaimthattheNationalLotteryencouragesgamblingamongthose

    11 Paradoxes of Gambling Behavior p7612 Paradoxes of Gambling Behavior p81

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    whocanleastaffordit13

    .Itissometimessuggestedthatheuristicsandbiasesare,bytheirnature,afeatur

    oflowerincomegroups,whicharemorepoorlyeducated.Thereforeifheuristicsandbiasesconstituteda

    largepartofthereasonsforwhichpeopleplaythelotteryregularly,somecorrelationbetweenincomean

    regularlotteryplaywouldbeobserved. ABRMB/Mintelstudyof964adultsgivesthefollowingdataonth

    proportionofpeopleinthefivestandardsocioeconomicgroupswhoplayNationalLotterygamesregular

    Saturday Wednesday

    AB 61% 34%

    C1 62% 33%

    C2 73% 38%

    D 64% 40%

    E 52% 33%

    FromParticipationinNLgamesoverthepast12months,bygender,age,andsocioeconomicgroup,May

    2004(MintelInternationalGroup,Lotteries[LeisureIntelligence],2004,p32).

    Thesedataquestiontheviewthatlowersocioeconomicgroupsplaythelotterymore.Themiddling

    C2groupismostdedicatedtotheNationalLottery,butothersdonotlagfarbehind.Anexplanationis

    neededtoaccountforthefactthat61%ofthe(relativelywelleducated)ABdemographicplaythe

    Saturday

    Lotto

    on

    a

    regular

    basis.

    ProspectTheory

    Perhaps,then,wemustreturntoseekanexplanationforwhypeopleplayingthelotterymayactuallybe

    behavingrationally.Theheuristicsandbiasesdescribedabovesuggestthatthehumanmindsetwhen

    buyinglotteryticketsissignificantlymoreliabletoinconsistenciesthaningeneral,thatis,theyseekto

    explainlottery

    playing

    behaviour

    as

    adeviation

    from

    rationality.

    Normative

    theories

    of

    gambling,

    accounts

    whichattempttoexplainlotterygamblingwithoutessentiallychangingthenatureofthegame14

    usethe

    rationalmindasthepointofreference.ProspectTheory(KahnemanandTversky1979)isthekeynormativ

    theorythatcanbeappliedtolotteryplay.

    ToexplainProspectTheory,itisnecessarytoconsidertheconditionunderwhichlotteryplayis

    13 The Times puts forward such views in The Lottery It Shouldnt Be You, January 27, 2006.14 Paradoxes of Gambling Behavior p71

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    economicallyrational(discardingthevalueofutilitiessuchasthosedescribedabove).Thisconditioncome

    intheformofthefollowinginequality:

    Expectedvalue C

    TheconstantCrepresentsthepriceofaticket.Theinequalityisnotflexible,butProspectTheorysuggests

    thattheactualvalueofCtoapersonis.Thepriceofaticketisconsideredwithreferencetoapersons

    financialstatusquo;Hence,ifthepersoniscomfortableenoughthattheamounttheyspendonthelottery

    everyweekisirrelevanttothem,Ccanbediscarded(replacedbyavalueof0),satisfyingtheinequalityan

    makinglotteryplaynotionallyrational.

    ProspectTheoryquestionstheideaintraditionaleconomicsthattherationalpersonseekstotakecareof

    everypennyheownsinordertomaximizehisutility.Insteadtheargumentisthatthevaluesplacedon

    winningandlosingarenotdirectlyrelatedtotheprobabilityofsucheventsoccurring.Ofcourse,onecould

    stillarguethatthisisanirrationalconceit andthatitisabsurdforasocalled'rational'persontoconsider

    weekly415

    sumofmoneyirrelevantinthelongrun,seeingasthepossiblesavingsovertheyearswould

    havesometransformingpower,evenifthelittlepoundcoinsgoingonebyonedidnot.

    ProspectTheorycombinesforcefullywiththepowerofsocialpressurestoconvincepeopletoplaythe

    Lottery.

    If

    one's

    friends

    all

    believe

    that

    the

    weekly

    'charge'

    for

    being

    a

    participant

    in

    the

    Lotto

    draw

    is

    so

    smallastobenegligible,thesentimentislikelytoextendtooneself.

    TheLottohasalsospawnedlotterysyndicates,wheretheindividualcontributesandthesyndicateselects

    numberssothat,forinstance,theindividualonlyneedstogettwocorrectnumbersinordertowinafair

    amountofmoney.Here,inasimilarwayasthesocialpressuresabove,ProspectTheorycancombinewith

    conveniencetomaketheLottodrawmoreappealing.Thesesyndicates,whichhavewonaquarterofall

    Lotteryjackpots

    16

    ,have

    anumber

    of

    ways

    to

    make

    the

    Lottery

    more

    appealing

    to

    those

    put

    off

    by

    the

    overwhelminglyweakoddsforthesingleplayer.Ultimately,though,therewardsareproportionaltothe

    amountofmoneyputin.Certainlyintermsofexpectedreturnthereisnoadvantagetoplayingina

    syndicate.

    15 4 is roughly the average weekly spending on lottery tickets by a regular player.http://www.natlotcomm.gov.uk/UploadDocs/Contents/Documents/social_research_2003_pdf(3).pdf16 http://www.national-lottery.co.uk/player/information.do?info=newsandinfo

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    TheroleofCamelot

    Camelot,theUKlotteryprovidernowayearintoitsthirdcontract,isabletoalterdemandfortheLotto

    drawtosomeextent,althoughitsinfluencecertainlydoesnotprovidethemotivationsforlotteryplay.Its

    innovationshavebeenmanyandfrequent(althoughoccasionallywithdireresults).Ithasexploitedthelac

    ofrestrictionsonadvertisingthatwouldnormallyapplytogamblingcompanies,startingoffwithhigh

    profileTVandradiocampaignsbackin1994,andprogressingswiftlyonthrougharangeofslogans,logos

    andaffiliations.Hiccups,suchastheflopwhichwasthe'dontlivealittle,liveLottocampaignwithBilly

    Connolly,andLotto'sunfortunatelinktotheMillenniumDome,werenoticeableinslowingsales.Successe

    suchasthe'fingerscrossed'logo(which,asaresultofCamelotsinfluence,nowmustbecarriedbyall

    NationalLotteryfundedcharities)andtheproliferationofthe'itcouldbeyou'catchphrasehave

    contributedtocreatingarecognizablebrand.Camelothaveastrongincentivetoincreaserevenueofthe

    NationalLottery halfapencefromeachpoundticketgoesdirectlytothefirm'sprofit.Furthermore,the

    priceofatickethasstayedconstantsincethelotterybegan,meaningthatCamelot'sprofitshavetotryan

    conquerbothinflationandthereductioninCamelotstakefrom1%profitto0.5%profitthatwasmadea

    fewyearsagoafterpressurefromOFLOT,theregulatoryboardthatoverseeslotteries.

    The

    role

    of

    a

    technologically

    advanced

    and

    widespread

    retail

    network

    is

    important

    in

    maximizing

    revenue.Afterall,withouttheopportunitytobuythehighlynonessentialtickets,therewouldbelittleeffective

    demand.Asitstands,Camelotcanboastthatmorethan96%ofUKhouseholdsarewithintwomilesofa

    Lotteryterminal17

    .Also,in2002aprogramwasundertakentooverhaulthesemachines,triplingthe

    numberoflotteryticketsavailableperminute(thisnumbercontinuestorise).Moreover,ticketshavebee

    availableonline,onmobilephone,andeven(throughadealwithBSkyB)ondigitalTVsincefouryearsago

    Allthisgoestosuggestthattheeasewithwhichonecanplaywithoutanyapparentdisruptiontoone's

    lifestyleisafactor

    in

    determining

    demand,

    Camelotaimstomakethiseasenotjustaquestionoflifestyle,butalsooffinancialaffordability,withits

    stubbornrefusaltoraisetheLottoticketprice.Equallyimportantly,especiallywiththegrowthincharitabl

    awarenessintheWest,Camelotstartedin2002tomakeplayingLottoeasyonone'sconscienceaswell,by

    emphasizingthebenefitstosocietyfromthe29penceperLottopoundthatgoestogoodcauses.Thisis

    17 Lotteries [Leisure Intelligence], 2004, p24

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    evidencedbytheadvertisingcampaignofthatyearwhichfeaturedbeneficiariesofNationalLottery

    'fingerscrossed'charitiessayingatelevised'Thankyou'toNLplayers,accompaniedbytheslogan'You

    played,thenationwon'.NodoubtthisfeedsintotheutilityofthewarmglowfrombuyingaLottoticket,

    hencegivingpeopleajustificationtospendthemoney.Thetrendoffocusingoncharitycontinues aquic

    lookattheprominentpositionofthe'GoodCauseCounter'onCamelot'swebsiteconfirmsthis.

    Thedecisivefactor

    Ultimately,theideasbehindProspectTheoryform,inmyopinion,thelargestpartoftheanswertothe

    question'WhydopeopleplayLotto?ItisnoticeablethatLotteryplayersveryrarelyconsiderthemselvest

    bewastingmoneythissupportsthenotionthatLottobuyingmoneyismarginal,suitableforexpenditure

    onnonessentialgoodsandrarelyexperienceaddiction.Theutilities,aslaidoutabove,playasupporting

    roletheexcitement,thedream,andthedeliberationanddiscussionovernumberseveniftheseutilitie

    are,andarerecognizedbyplayerstobepetty,cheapthrills.

    ToquoteDianeThompson,theCEOofCamelot,theLottodrawisa'harmlessflutter'18

    .Thisisaneaterand

    lesscircumspectwayofarticulatingProspectTheory.Itisaphrasewhichcomesclosertowhattheregular

    Lottoticketbuyermightthinktohimselfandthat,afterall,isthekeytounderstandingwhypeopleplay.

    18 From her letter to The Times, 9 September 2007

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    Bibliography

    BrunoBernard,LotteriesinEurope(1994)

    StephenCreighTyteandLisaFarrell,TheEconomicsoftheNationalLottery(1998)

    DKahnermanandATversky,ProspectTheory:AnAnalysisofDecisionUnderRisk(1979)

    MintelInternationalGroup,Lotteries(LeisureIntelligence)(2004)

    PRogers,TheCognitivePsychologyofLotteryGambling:ATheoreticalReview,publishedintheJournalof

    GamblingStudies(1998)

    KerrySproston,ReportonParticipation,ExpenditureandAttitudes,conductedfortheNationalLottery

    Commission(2003)availableat

    http://www.natlotcomm.gov.uk/UploadDocs/Contents/Documents/social_research_2003_pdf(3).pdf)

    WillemWagenaar,ParadoxesofGamblingBehaviour,1988

    Online

    http://freespace.virgin.net/john.hewitt1/pg_gloss.htmforguidanceonthedefinitionofaheuristicinthe

    psychologicalcontext

    http://wordnet.princeton.edu/perl/webwn?s=biaslikewise,forthedefinitionofbiasinthepsychological

    context

    Note:becauseoftheoutdatednatureofmanyofthereportsavailableattheBritishLibraryontheNationa

    Lottery(duetocopyrightlaw),someofthequotedfiguresabovemayhavechangedinthelastfewyears.

    http://www.natlotcomm.gov.uk/UploadDocs/Contents/Documents/social_research_2003_pdf(3).pdf)http://www.natlotcomm.gov.uk/UploadDocs/Contents/Documents/social_research_2003_pdf(3).pdf)http://freespace.virgin.net/john.hewitt1/pg_gloss.htmhttp://wordnet.princeton.edu/perl/webwn?s=biashttp://wordnet.princeton.edu/perl/webwn?s=biashttp://freespace.virgin.net/john.hewitt1/pg_gloss.htmhttp://www.natlotcomm.gov.uk/UploadDocs/Contents/Documents/social_research_2003_pdf(3).pdf)