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RECORD OF SOCIETY OF ACTUARIES 1994 VOL. 20 NO. 1 ASSET/UABILITY MANAGEMENT (ALM): AN INTERNATIONAL PERSPECTIVE Moderator: ANTHONY DARDIS Panelists: DENNISL.CARR JOHN C.SWEENEY* Recorder: ANTHONY DARDIS Lookingat developmentsinEuropeand North America,and consideringboththe property and casualty andlife insuranceperspectives, this will be awide-ranging session, covering features such as: • The historical development of ALM • Practicalbarriersto implementingALM theory • New approachestoefficientfrontiers • Asset/liabilitysurplusmanagement • Evaluationofcapitalmarkets (economicforecasting,model yieldcurves, and economic-simulation models) • Stochasticoptimization • Sensit'_3/testing of cri'dcalassumptions • Performancemeasurement MR. ANTHONY DARDIS: We aregoingto bediscussingoneofthehottesttopicsin theactuarialworld, asset/liabilitymanagement. Thepanelconsistsoftwo of the most respectedexponentsof ALM inthe U.S. Iam goingto giveafew introductory remarks,justto setthescene. ThenDennyCart,oftheARM FinancialGroup,will giveahistoricalview, andtakealookintothefuture,atleastfortheU.S. Finally, we'llhaveapresentationfrom JohnSweeney,thechiefinvestmentofficerofthe USF&GInvestmentManagementGroup. Johnisgoingto saysomethingabout one ortwo specificmodelingtechniques,andhewillbereferringtohispracticalexperi- enceinEuropeaswellasthe U.S. Asa briefintroduction,Iamgoingtoputforwardafew ideasjustto setthe scene. My commentswill bestructuredaroundfiveheadings. 1. How farshouldALMmodelsgo? 2. A preliminarylookatALMtheory 3. Efficientfrontiers 4. Asset/liabilitysurplusmanagement 5. ALM modelsinpractice HOW FARSHOULD ALM MODELS GO? AIM modelscanbeextremelybroadlybased. They canbejustconcernedwith the fundamental investmentpolicydecisionsastowhat investment categoriesshouldbe heldandinwhat proportions. Alternatively,you couldhaveavery specificAIM model. Some modelsmightgo asfarastoselectspecificstocksorshares. So you *Mr.Sweeneyn,otamemberofthesponsoringorganizationsis,ChairmanofFalconAsset ManagemenCtompanyandCIOofUSF&GCorporationinBaltimoreM, D. 441 RECORD, VOLUME 20 can see that the scope for application of ALM models and its implication for the investment process can be considerable. A PREUMINARYLOOKAT AIM THEORY Asset/liabilitymanagementtheoryhasbeenaroundfor manyyears. Redington's theory ofimmunization,which incrediblyisnowover40 yearsold,isanexcellent exampleof anasset/liabilitymanagementmodel. Andasa practicalmodeltodate, it hashadverylittlecompetition. The notionof equatingthemean termof assetswith themeanterm ofliabilitieshasbeenusedformanyyearsby anumberof insurance companiesworldwide. Morerecently,thenotionofconvexityhasgivenimmunization a new leaseonlife. EFFICIENTFRONTIERS Theideasunderlyingsomeofthemost advancedAIM theoriesoftodaywerealso establishedover40 yearsagowiththe conceptsofrisk-rewardtrade-offsandefficient frontiers. At thetime, thefinancialworldsimplywasnotreadyforthe conceptof efficientfrontiers,orrather,thecomputerpoweravailableatthe timejusthadnot reachedthestagewheretheideascouldbeputintopractice. Theefficientfrontier model isanexample ofavery broadly basedasset/liabilitymodel. Actually, you could use the concept to make specific stock orbond decisions, but Ithink this would be extremely dangerous,dueto the diminishingcredibilityof data involved inpredicting the price movement of individual assets. In any case, the efficient frontier can be turned into atrue asset/liability model by redefiningrisksoit incorporates the nature of the liabilitiesaswell asthe nature of the assets. Forexample, we coulddefine risk in terms of exposure to insolvency, rather than simply asset volatility. ASSET/LIABILITYSURPLUSMANAGEMENT Developingfromtheideaofbasingriskonexposureto insolvency,anew concept hasbegunto appearintheasset/liabilitymanagementliteratureinthe U.S.,thisbeing the ideaof asset/liabilitysurplusmanagement (ALSM). ALSM isabout asset/liability management which focuses on the National Association of Insurance Commissioners (NAIC) risk-based capital (RBC) standards. An ALSM model would then assess how well the requiredminimum surplus levelsarelikely to holdup usingthe potential investment strategies up for consideration. ALM MODELSINPRACTICE To wrap upthisbriefintroduction,Iwant to mentionanexampleofapracticalALM model. Ido notproposetogo intoagreatamountofdetailregardingthe modelhere, whichwas usedinthedevelopmentof auniversaNifeproduct. However, Iwouldlike to mentionsomeoftheimportantfeaturesofthemodelthat madeit anextremely useful tool for us. The companyconcernedwasworriedaboutmarketingauniversal-lifeproductwhere ithadnoprotectionagainsthavingtocreditvery highinterestrates intimes offalling assetvalues. Becauseof thisconcern,thecompanywaslookingat incorporatinga market-valueadjustment. We foundthattheonlyway toreallytest whetherthis productcouldstandupwithout amarket-valueadjustmentwas to performafullcash- flow test usinganasset/liability managementmodel. Thisinvolvedmodelingthe relationship between yields on the particular asset classes up for consideration and the 442 ASSET/LIABILITY MANAGEMENT (ALM) yieldcurvefor Treasuries. Weused40 stochasticallygeneratedscenariosto make the cash-flow projections for eachinvestment strategy being considered. There aretwo particular points Iwould liketo mention regardingthis product develop- ment project. First, we did not makeany attempt at allto dictate anything to the fund managers. The job of suggestingpossibleportfolios was left entirely to the fund managers, andthen itwas left to the actuariesto assesswhether the suggested investment strategies would work within the proposed product design. Second, reward had nothing to do with returns on assets,per se,but rather, represented the profitability benchmark that was most interestingto seniormanagement. Also, risk was implicitly defined interms of whether the reward would be ableto holdup reasonably,even inthe worst-case scenarios. Thiswraps up my introductory comments, let usnow move on to the main part of oursession. Ourfirst speaker isDenny Carr. Denny iscurrently vice president in charge of product development and asset/liabilitymanagement for the ARM Financial Group. Heisa member of theInvestment SectionCouncil. Hepreviously worked in the accumulation products group at CapitalHolding, andpriorto that, hewas a consultant with Tillinghast. MR. DENNISL. CARR: My topic isasset/liabilitymanagement inthe U.S., with an emphasison the past. Ihave beeninvolved inthe asset/liability management practice areafor over ten years. ALM began, initscurrent form, inthe late 1970s orearly 1980s. There aremany valuablelessonswe can learnfrom history, andmy purpose isto sharesomeof those with youthroughsomepersonalexperiencesandstories. The AIM beganinthe late 1970s and early 1980s. The first defining event was the interest rate spike. Around the late 1970s andearly 1980s short-term interest rates approached 20% and long-term rateswere 15%. We hadvery high double-digit interest rates. At that time, we alsostarted a product revolution. We saw the advent of money market accounts inthe U.S.,which, priorto that time, reallydid not exist for anyone other than individualinvestors. Also, there was the advent andthe growth of universallife. It quickly gainedpopularity relative to traditional whole-life- type forms. Finally,annuities started agrowth spurt at that time. There hadbeen annuity products priorto this growth spurt, but they took on adifferent form at this time. The central theme isthat allof the products, including what went on inthe insurance industry, took on more of an investment element, v_r_hhigh interest rates, the returns availableonvariousproductsbecame of utmostinterestto everyone. Duringthis time, we started areplacementtrend. This involved universal-lifeproducts replacingtraditional products. Thistrend beganmuch soonerthan itwas recognized. Agents would replaceexisting whole-life contracts, but ratherthan lapsingthem and havingthat show up asa negative,they would convert them to reduced paid up insurance and switch their premiumto the new modem universal-life-type contracts, which were touting double-digit returns. Wehad many reportsthat showed statutory earnings andpublished earnings, but they reallydid not pick up on whet was going on. Realcashflow was not growing asmuch asthe salesfiguresshowed. The lessonisto monitor cashflows becauseaccounting conventions can sometimes hide what is reallyhappening. 443 RECORD, VOLUME 20 This alsostarted the eraof shrinkingmargins. Itbecame very competitive. Many of the pricing elements were stripped out and laid bare to the public in the universal life type contracts, soprice competition increased. We also became more aware of the exercise of poficyholder options. This was not just through surrenders of annuitiesbut alsothrough options that we thought were safe, such as policy-loan provisionsinordinary lifepolicieswith fixed interest rates of 5% or6%. Iremember SylviaPorter,the financialcolumnist, writing about borrow- ing against your lifeinsurance at 5% or6% fixed interestand investing ina money- market account at 15% interest. Insurancecompanies experiencedacash-flow squeezeasmoney flowed outthrough thepolicy-loan feature. There were some company failures atthis time; Baldwin Unitedwas oneof the most prominent. Other companies suffered lesser degrees of financial stress. As we experienced the interest ratespikeof the late 1970s andearly 1980s, the mix of businessinthe insuranceindustry was not so annuity-weighted. However, many companies hadannuity business,andasinterest ratesspikedup,there was much pressureon that business. Duringthe interest rate spike, Iwas chief actuary for a medium-sized stock company. Ourchiefexecutive officer, concernedaboutthe level of surrenders, moved hisoffice to the annuity servicearea,andtalked to annuity policyholderson thetelephone. That is oneof my memories of the interest rate spike. Through the 1970s, we had invested most of the annuity money in long-term bonds and mortgages. Interest rates hadbeen rather calm. As interest rates madetheir way into the teens, we agonizedoverwhat to do. Wecould afford to raiseour rates maybe 50 or 100 basis points, but new money rates were up 500 basispoints. It was ahelplessfeeling. There hadto be a better way to manage the annuity business. Fortunately, for myself and for the company, our annuity exposure was not very large,and we managedto weather the storm. In 1983, Ijoined Tillinghast andenteredthe glamorous world of consulting. Ihave labeledthe mid-1980s asthe "reaction period." Severalthings happened in reaction to the problem of the interest rate spike. First, we saw the adventof the valuation actuary. Priorto this time, avaluation basicallylookedat the liabilitysideonly. Reserveswere basedon statutory prescribedminimums andmethodologies that gave a "conservative reservelevel." The assetside was not reallyconsideredunless surpluslevelswere tenuous. Ingeneral, we tended to beliabilityfocused on the valuationside. The valuation actuary concept involved looking at both the assets and liabilitiesto determine an appropriatereservelevel. Development of new methodolo- giesand systems alsoflourished inthis era. At Tillinghast, Idecidedthat ALM was a topic of the future, and it would be a good place to specialize. Istarted working on systems that allowed you to consider how both the assets and liabilities behaved as interest rates changed. Priorto that time, most of the actuarialpricing models strictly looked atthe liability side, Forthe assetsidethe modelspresumed a given interest rate level, and left it at that. The new methodologies and systems were designed to take afullerlook at the assetsideandthe interaction that occurredbetween assets and liabilities. 444 ASSET/LIABILITY MANAGEMENT (ALM) In 1985, the first symposium for the valuation actuary was held. Iwas aspeaker at the first symposium, and I am going to take you through an illustration that I used in that presentation. Thepurpose of this illustrationisto point out the needto work interactively inALM. Thisillustrative company isnamed Mismatch Ufe Insurance Company. The chief marketing officer is Sal A. Lot. The hero of the story is the Chief Actuary, EmieD.Spread. Ourthird character is Max M. Yield,the chief investment officer. Our story involves a meeting of the interest-rate-setting committee at Mismatch Ufe InsuranceCompany. They aregetting together to set interest rateson their annuity products. As usual, Sal,beingthe bashful type, isthe first to speakup. Salsays, "We've been sellingat agood pace,but we needto keepthat momentum up. Our chief competitor, XYZ Ufe, iscrediting 6.5% on its annuities. The bottom lineis,we need to increase our new money crediting rate to 6.35%." Emie speaks up next and says, "1priced this product and we need 150 basis points to make money. If 6.35% is the credited rate, we need to earn 8.25% on our investments." At that time, all eyes tumad to Max, the chief investment officer. Hesays, "There aremanyways to get 8.25%. You can take credit risk or you can extend your duration and go into longer maturities." Everyone agrees to credit 6.75%, and the meeting adjourns. This story was very realten yearsago, and itis stillreflective of the asset/liabilitymanage- ment used by many companies. How much progresshavewe madeinALM over the last ten years? As we moved into the late 1980s we experience the "credit risk crunch." We had problemswith junkbondsandwith commercial mortgagesthat weredefined asbad assetclasses. Peoplestartedto measurethe percentageof badassetclassesto total surplus. There were failures of significant companies such asExecutive Life and Mutual Benefit. Intheguaranteed investment contract (GIC)marketplace, there was abig slowdown inbusiness. The "G" inGICdenotes aguarantee, but many started to doubt the soundness of that guarantee. There was increasedfocus on credit ratings. We were forced to dealwith ratingagenciessuch asStandard & Poor's, Moody, and Duff and Phelps. Ingeneral, we hadacredit downgrade for the life insurance industry. My last point is beyond interest rate risk. The credit crunch was an event risk in the credit markets. Evenif you hadthelatest andgreatest interest-rate-riskmodel, itdid not envisionthis type of event risk. The warning isto becareful forthese "other risks." When you think you understandeverything that can happen, something new happens. The final era, which alsostarted inthe late 1980s andcarded overto the early 1990s, is the bull market inbonds. From 1988-93, yield rateson ten-year Treasury bonds have declined byover 350 basispoints. Ihaveseveralobservations aboutthis trend. First, individualannuities generallybecame quite profitable ascredited rates were cut more quickly than investment earningsdeclined. Spread earningsincreased on in-force business. Second, not allcompanies were ableto widen their,spread. The yield on their assetportfolio went down equallyasfast ascredited rates. This was dueto convexity risk. As interest rates went down, mortgage instruments and corporate bonds were called andprepaid. Companies receivedcash to reinvestjust when they least wanted it,with interest rates low andheading lower. Finally,we ran 445 RECORD, VOLUME 20 intotheinterestrateguarantees. Conservativeratesof4% or 5% became less conservativeasratesplunged. Overthepast 10-15 years,annuityreserveshavegrownsignificantly.To illustrate that fact, let mequotesomestatisticsfromthe AmericanCouncilof Ufe Insurance (ACLI)fact book. Forthe past15 years,indMdualannuityreserveshavegrownata compoundannualgrowth rateof between 20% and25%. Groupannuityreserves alsoexhibitedimpressivegrowth ratesthroughthe mid-1980s. Ithinktheslowdown overthepastf_e yearshasbeenduetothe creditcrunchinwhichwe sawpeople movingaway fromGICsastheguaranteebecamemoresuspect. Another way ofmeasuringthegrowthofannuityreservesisto lookatthechanging balancesheetof lifeinsurancecompanies.ACLIstatisticsshowthat annuityreserves as apercentageoftotal lifeinsurancereservesgrew from27% to 67% overthe last 20 years. Anywayyou lookat ittherehasbeenbiggrowth inannuityproducts. Overthe pasttenyears,Ihaveworkedonasset/liabilitymodelsthat takeintoaccount interestrate risk,andIhaveheardmanytechnicalpresentationsaboutsuchmodels. But, when it comesdown to reallyimplementingALM, thereareseveralotherissues involvedsuchasorganizationalstructure,incentivesandcommunication. The technologycantakeyou onlyasfarasyourpeopledo. Oneofthefirstthingswe needto askourselvesiswhat businessarewe reallyin? Asanindustry,we havetwo-thirdsofour reservesinannuities.Theannuitybusiness isfundamentallydifferentthanthelifeinsurancebusiness. Intheannuitybusinessthe keymanagementvariableisthe interestratespreadandthevolatilityofthatspread, which requiresALM. Forlife insurance,the key managementvariableistheexpense risk,which includesbothdis'eibutioncostsandotherexpenses. Anotherkey issueis,arewe organizedto managetheannuitybusinessmostappro- priately? Letmeillustratewith acoupleofexamplesfrom mycareer. After Ileft Tillinghast,IjoinedCapitalHoldingaround1988. At that pointintime, Capital Holdingdecidedto combineitsaccumulationproductsanditsentireinvestment area, andformaseparatebusinessgroup. Thepurposeofthat businessgroupwasto managethe interestspread,anditsfocusandincentiveprogramsweredesigned accordingly.Whilethiscreatedagreatdealofalignment,youstillhadto dealwith diverseinterests. Overtheyears,Ihavehadthechancetowork withmany invest- mentprofessionals.Ihaveleamadthat we comefromvastlydifferentworldsin many ways. Forexample,formost investmentpeople,alongtimeisonehour. For actuaries,30-yearprojectionsarenotuncommon. Terminologyandtrainingcan createbarriersto communication. So,eventhoughyouputtheright organizationand incentivesinplace,morecommunicationisneeded. Last SeptemberIjoinedthe ARM FinancialGroup. Thisnew venturewillconcentrate strictlyinthe accumulationbusiness. Weown acoupleoflifeinsurancecompanies, but ourgoalistowork inandfocusontheaccumulationbusiness.We consider ourselvesto bespreadmanagersandhavecreatedincentivesforeverybodyinour companyto managethespread. 446 ASSET/LIABILITY MANAGEMENT (ALM) That isenough aboutthe past. What aresome of the issuesthat we aredealing with in AIM? The first one isRBC. We have seen trends where companies are steeringaway from the assetclassesthat have abigcapital allocation attributed to them. Thevaluation actuary is now operational. We haveappointed actuariessigning statements and doing cash-flow testing. Are we ready if interest rates spike up again? I attended a session on this topic. If rates go up and stay up for a while, we will seelower earnings fromthe accumula- tion business. This could be the beginning of our next era--Interest Rate Spike, Part I1. Inclosing, Iwould liketo make some comments aboutthe future of ALM. First, if interest rates riseand they stay up for ayearorso, life insurancecompany earnings will suffer. V_r_htwo-thirds of our reservesinannuities,andthe spreadstightening on those reserves, some earningspainis inevitable. Ifrates go up significantly we may experience some company failures. One of the things I have noticed about AIM is the realgaincomes from some pain. Many times itwas the failures that caused the next wave of development andthe next wave of knowledge. Organizationalstructure will continue to evolve. Peoplewill recognizethat the accumulation business is fundamentally different from the life insurance business. Accumulation products will continue to grow, based on the demographics of the baby boomers. Advancesintechnologywill provideopportunitiesforus. As Iwasinvolvedoverthe yearsindevelopingmodels,itseemedthat we wereableto buildmoreandmore thingsintothemodelsbasedon new chipsfromIntelthat allowedusto runtwo or threetimesfaster. Eventhoughwe were askingthe modelsto domore,we could domoreinlesstime becauseofthetechnology. Iexpecttechnologyto continueto advance. Letmeissueawarning abouttechnology. With high-poweredpersonal computers,itiseasytodevelopinformationoverload. Youneedto becarefulof that. Youneedto makesureyouunderstandwhat isgoingon inyourasset/liability models. Overtheyears, Ihavenoticedagreat dealof progressinasset]liabilitymanagementin the insuranceindustry. Frommyperspective,though,Ithinkit isasituationwhere theglassisstillonlyhalffull. Iseemanyimprovementsareyetto be madethrough new technologyorthroughpeoplemanagement. We willcontinuetoface new and challengingenvironments. Iamlookingforward to movingthe scienceof AIM forward inresponsetothechallengesthatlieahead. MR. DARDIS: John Sweeneyisthe chairmanof FalconAsset Management,and chiefinvestmentofficerofthe USF&GCorporation. Johnhasover20 yearsof economic,financial,andinvestmentexperiencethroughoutthe U.S., Europe,Austra- lia,Canada,andLatinAmerica. Heisa frequentlectureron investmentandfinancial issues,andhasauthored,orcoauthored,over40 publishedarticlesandpapers. John hasbeenquotedand interviewedbysuchpublicationsas The WallStreet Journal, Barton's, A.M. Best, andPension Wodd. 447 RECORD, VOLUME 20 MR.JOHN C.SWEENEY: Iwill be providing an overview of theinvestment process employed by USF&G inthe form of acase study of the evolution of theinvestment and ALM functions at USF&G's property andcasualty company. A prerequisite for the AIM processisthe understanding andapproval of senior management, product-line heads, and actuarial and investment personnel. At USF&G, the entireinvestment department has abasicunderstanding of allbusinesssegments with respectto majordifferences, businesscharacteristics, organizationalstructure, and businessplans andstrategies. Ourinvestment policy statement andguidelines arenot only written ina corporate context, but also considereachmajorbusiness segment. There arefive crucialsteps involvedindevelopingthe assetallocation/asset/liability processthat we callthe asset/liability management efficient frontier (ALMEF). 1. We needan "economic" evaluationof the balancesheet, an assessment of the market values of assetsandliabilitiesand adetermination of capital requirements. 2. Wemust have an evaluationof the capital markets anddetermination of equilibrium economic assumptions utilizingastochastic economic simulation model. 3. Obtain optimization of the assetsand liabilities(surplusoptimization) utilizing a nonlinear optimization model that employs a multiperiod stochastic diffusion processto generate the asset/liabilityefficient frontier. 4. We needsensitivity testing for keyfactors such asinflation, renewal assump- tions, loss-ratiovariability, andcapital-market equilibrium factors. 5. The finalstepisthedevelopmentof a performancemeasurementsystem to evaluateactual performanceversusthe chosen optimal portfolio. The process loops back to step one at various stages and is reevaluated on an ongoing basis. A senior AIM committee has overallALM decision-making responsibilityandapproves policy, setsguidelinesandconstraints, andevaluatesperformance. Inaddition, lower- level working committees coordinate efforts, ensure open communication, determine asset allocation and investment strategy, and contribute to product design and pricing on abusinesssegment basis. The lower levelcommittees' primaryfunctions involve analysis,formulation and recommendation of policy and strategy. This presentation will address only the ALMEF process, although both the aforemen- tioned prerequisite andongoing issuesarecritical to the success of theALM process. Chart 1 isaflow chart depicting the ALMEFprocess. ECONOMICEVALUATION OFTHEBALANCESHEET Thefirst and most critical stepof the asset/liabilityprocessisthe evaluationof the balancesheet. Asset Evaluation Most companies view theirbalancesheetfrom astatutory or publishedperspective (i.e., on abook-value basis). However this evaluation must be conducted on a market-value basis. Inthe long run, amarket-value basiswill providethe best 448 ASSET/LIABILITY MANAGEMENT (ALM) economic benef_. Most companies' assetsconsist of marketable securities. There- fore,aconversion to market-value basisis relativelysimple with the exception of investments such as private placements and real estate. CHART 1 ASSET/LIABILITY MANAGEMENT EFFICIENTFRONTIER EconomEicvalu_onl m i J The ALMEFmodelusesassetindicesasproxiesfor assetclasses. Athorough analysis andunderstanding of the key characteristicsof majorassetclassesis necessaryto ensurethat the proxiesserve asreasonable representationof actual portfolios. Our fixed income andanalytical model allows usto evaluatethe effective oroption-adjusted duration andthe four factor duration (parallel,nonparallel,quality spreadand pass-through spread). Wethen compare key characteristics andreturn profiles under variousscenariosto proxy indicesthus ensuring that ourproxy indices serve asreasonablecomparisons to our actualholdings. To approximate the effect of taxes, the tax-exempt proxy needsto be adjustedaccording to an anticipated tax profile. Although many otherclassescan bemodified, some assetclasseswe employed arelistedbelow. • Fixed Income -- U.S.Government--Short -- U.S.Government--Intermediate -- U.S. Govemment--Long -- U.S.Corporates--l-5 years -- U.S. Corporates--5-10 years -- U.S. Corporates--more than 10 years -- Mortgage Backed -- ShortTerm -- HighYield • Equities • Equity RealEstate 449 RECORD, VOLUME 20 Evaluation Perhapsthe most difficult aspect of theAUVIEFprocessisthe liabilityevaluation. The duration measure usedfor property andcasualty liabilitiesis amodified duration, which isoften referredto interms of ssnsitivityto interest rate change. No single liabilityduration methodology isnecessarilycorrect; therefore, eachcompany should resolve the following issuesbasedon itsviewpoint and businesssituation. 1. Is"liquidation" duration or "ongoing"duration more appropriate? Stated differently, shouldoneexamineonlythe existing balancesheet orconsiderthe company as a going concern. 2. How is "ongoing" duration derived? 3. How sensitive are the renewal assumptions? 4. What is/arethe appropriatediscountrate(s)? At USF&G we employ theconcept of "ongoingduration," which isbasedon the going-concern theory, defined astheeffective liabilityduration giventhe payout profile of existing reservesandnew andrenewalbusiness. (Liquidationduration considers the payout pattern of existing liabilitiesonly). Weexecutethe analysis at adetailed level,by numerouslinesofbusiness,andconsolidatethe resultsby pdmarybusiness segment. USF&G'schanging businessmixmakes itessentialto develop investment strategy based on aforward orongoing evaluationof theliabilities. The calculation of ongoing duration requiresthe support andcooperation of both reserving andpricing actuaries, business-segmentheeds,andseniormanagement. When usingthe ongoing duration methodology, adecisionmust be madeabout factoring inrenewalsonly, new business,orablend of both. Table 1illustrates the range of liabilitydurationsdependingon themethodology employed. Obviouslythe methodology employed willsignificantlyaffect the liabilitycash flows, the duration, and hencethe assetallocation decision. TABLE 1 LIABILITY DURATIONS--PERSONAL LINES Method Duration Liquidationduration 1.5 Includerenewalonly 4.4 Includenew businessforthreeyears, thenrenewalsonly 5.1 Include new businessindefinitely 10.8 Additionally,the liabilitydurationisextremelysens'_civteo therenewal assumption(s). Chart 2 illustratesthechangeinpersonallines'durationasafunction ofthechangein therenewal rate. A 0% renewalrateisequivalenttotheliquidationduration. 450

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most respected exponentsof ALM inthe U.S. I am goingto give a few theory of immunization,which incrediblyisnow over 40 years old, is an excellent.
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