Reforming Social Security With Progressive Personal Accounts John Geanakoplos Yale University Stephen P. Zeldes Graduate School of Business, Columbia University and NBER NBER Retirement Research Conference October 20, 2006 Woodstock, VT President Bush has strongly advocated replacing part of Social Security with personal accounts Massive effort in 2005, including 60-day, 60city Presidential tour of US to promote this reform Died in Congress due to strong Democratic opposition and some Republican hesitation Funding for individual accounts nevertheless included in President’s 2007 budget request 2 Democrats versus Republicans Democrats committed to keeping DB structure Republicans committed to shifting to DC Why? Which features of these structures are important to each side? 3 Core Goals Democrats • Redistribution based on lifetime earnings • Risk-sharing across generations • Security via inflation indexed life-annuity Republicans • • • • • Property rights via private ownership Transparency regarding accrual of benefits Market prices (facilitating financial planning) Equity-like returns Portfolio choice Are these reconcilable? If so, does that help balance the system? 4 Yes! Maybe? Progressive Personal Accounts • Progressive via variable matching of contributions • Accounts hold new financial securities (PAAWs) that provide DB-like benefits but are priced. Pricing PAAWs allows us to value incremental benefits and charge accordingly. 5 Outline (including work in progress) Create individual account (DC) system with same payouts as current (DB) system Create marketable pools of PAAWs Calculate price of pooled PAAWs Compute match / tax Describe transition to progressive personal accounts Use PAAW prices to design rules for self-balancing system 6 Related Literature Implicit marginal tax rate / matching in current system • Feldstein and Samwick (1992) • Cushing (2005) • Feldstein and Liebman (2002) Accrual of Social Security Benefits • Geanakoplos, Mitchell, and Zeldes (1999) • Jackson (2004) Self-balancing / Notional DC systems • Valdes-Prieto (2000) • Borsch-Supan (2005) • Auerbach and Lee (2006) New financial securities • • • • Shiller (1993) (GDP bonds) Bohn (2002) and Goetzmann (2005) (wage bonds) Blake and Burrows (longevity bonds) Valdes-Prieto (2005) pay as you go securities 7 Mechanics of Current OASDI System Contributions / Taxes Contributions = tax rate x covered earnings Covered earnings = min (earnings, cap) (2006 cap $94,200) 8 Mechanics of Current OASDI System Calculation of Benefits 1) Calculate relative earnings (ratio of individual covered earnings to average economy-wide earnings) 2) Average worker’s relative earnings across highest 35 years 3) Compute PIA (in average wage units) as concave function of average relative earnings 4) Benefit in first year = PIA (in average wage units) x average wage index Benefit in future years (each remaining year of life) indexed to CPI 9 Mechanics of Current OASDI System Calculation of Primary Insurance Amount (PIA) 0.70 Initial relative benefits (PIA/Average Wage Index) 0.60 0.50 slope=.15 Maximum: AIE: 1.99 PIA: 0.64 0.40 0.30 slope =.32 Concavity generates redistribution and individual risk sharing Tying benefits to average wages generates aggregate risk sharing 0.20 0.10 slope=.9 0.00 0.00 0.25 0.50 0.75 1.00 1.25 1.50 1.75 2.00 Average relative earnings (AIE/ Average Wage Index) 10 Current System Provides Insurance Against low lifetime earnings (35 year average) longevity (annuity: inflation indexed payment for life) falling behind wages of next generation low wages of all current workers (because still get same retirement benefits) 11 Creating Individual Accounts that Mimic the Current System Define new securities (PAAWs) Compute accrual of balances Trade PAAWs in financial markets 12 Personal accounts hold PAAWs: Personal Annuitized Average Wage Security Each PAAW pays • Economy-wide average wage index in the year of retirement (conditional on living that long) • Same number of inflation-adjusted dollars for as long as the individual lives 13 PAAW is a composite of two securities Average Wage Security • Pays average economy-wide earnings in a given year (like a futures contract) Personal Annuity Unit (PANT) • Pays $1 (real) for as long as the individual lives PAAW: composite security that pays off an uncertain number (security 1 above) of a one inflation-adjusted dollar life annuity (security 2 above) 14 PAAWs enhance property rights on accrued benefits Current law • No legal property rights to benefits • No clear distinction between • • benefits already accrued benefits to be accrued in the future • So benefit cuts often applied across the board PAAWs • Give owners legal right to collect accrued benefits • Clearly distinguish between accrued and other benefits • B/c PAAWs provide market value, if accrued benefits are cut, people would know how much is being “stolen” 15 How can individual accounts (with irrevocable annual accrual) mimic redistribution based on lifetime income? Current system: redistribution based on lifetime rather than current income Typical individual account plans exclude redistribution or base it on current income We replicate redistribution based on lifetime income by using a variable government match Match formula is relatively simple: declines with PAAW balance (PBAL) 16 How are PAAWs accrued? PBALit = number of units of PAAWs accrued by worker i as of year t = benefits a worker would be entitled to under the current system if all future earnings = 0 PBAL can rise, but can never fall Other definitions of accrual exist , but our definition accumulates balances most rapidly PAAW accrual is a function of • New contributions • Accumulated balances (PBAL) 17 Additional PAAWs Per Additional Contribution (measured in average wage units) High when PBAL is low 0.30 Using this schedule for every contribution mimics the lifetime redistribution of the current system 0.25 0.20 0.15 And low when PBAL is high 0.10 0.05 0.00 0.01 0.06 0.11 0.16 0.21 0.26 0.31 0.36 0.41 0.46 0.51 0.56 0.61 0.66 0.71 PAAW Balance 18 Variable Match Proposal A historically high wage worker will be getting worse allocation of PAAWs per contribution than a historically low wage worker of same age. Could be added to other, more traditional, individual account proposals (e.g. MacGuineas, Liebman, and Samwick, 2005) as a way of enhancing progressivity 19 Notes about Variable Government Matching Formula slightly different for late-in-life contributions • only excess of contribution over 35th highest relative contribution to date counts toward PAAW accrual Match so far defined in units of PAAWs • Match “rate” (i.e. dollar of match per dollar of contribution) requires market valuation of PAAWs (later) 20 Simple Numerical Examples Worker 1: Relative earnings = 1 (earnings = average economy-wide earnings in every year) Worker 2: Relative earnings = average relative earnings for cohort born in 1938 Worker 3: Earnings = ½ earnings of Worker 2 Worker 4: Earnings = 1.5 earnings of Worker 2 Future work: examine realizations of stochastic earnings process 21 Additional PAAWs Per Additional Contribution (measured in average wage units) Worker 2: Cohort Average Worker 1: Economy Average 1.2 0.30 1.0 0.25 1.8 0.30 1.6 0.25 1.4 Relative Wage 0.8 0.20 0.6 0.15 1.2 0.20 1.0 0.15 0.8 Additional PAAWs per Additional Contribution 0.4 0.10 0.6 0.10 0.4 0.2 0.05 0.05 0.2 0.0 0.00 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 64 0.0 Age Age Worker 3: 0.5 Cohort Average 0.9 0.00 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Worker 4: 1.5 Cohort Average 0.30 3.0 0.30 0.25 2.5 0.25 0.20 2.0 0.20 0.15 1.5 0.15 1.0 0.10 0.5 0.05 0.8 0.7 0.6 0.5 0.4 0.3 0.10 0.2 0.05 0.1 0.0 0.00 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Age 0.0 0.00 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Age 22 PAAW Balances (PBAL) Worker 1: Economy Average 1.2 1.0 0.8 Relative Wage Worker 2: Cohort Average 0.50 1.8 0.45 1.6 0.40 1.4 0.35 1.2 0.30 0.6 0.6 0.5 0.4 1.0 0.3 0.25 0.20 0.4 0.15 PAAW Balance 0.2 0.0 0.8 0.6 0.10 0.4 0.05 0.2 0.00 0.0 0.1 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 64 0 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Age Age Worker 3: 0.5 Cohort Average Worker 4: 1.5 Cohort Average 0.9 0.40 0.8 0.35 0.7 0.2 3.0 0.8 0.7 2.5 0.30 0.6 0.25 0.6 2.0 0.5 0.5 0.20 0.4 1.5 0.4 0.15 0.3 0.3 1.0 0.10 0.2 0.1 0.05 0.0 0.00 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Age 0.2 0.5 0.1 0.0 0 23 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Age Extensions (future work) Spousal benefits • Separate spousal account, with vesting after 10 years of marriage Survivors benefits (children/spouses) • Can be handled as well 24 Turning PAAWs into Marketable Securities Require individuals to sell small percentage of their PAAWs (e.g. 10%) to the market All individuals in same cohort receive same price SSA (or private firms) package together pools of PAAWs and sell them Similar to pools of mortgages Over time, pools of PAAWs turn into pools of PANTS, which are identical to longevity or survivor bonds 25 Pricing PAAWs Allows individuals to observe • value of account • value of contribution – value of additional PAAWs Useful later for • • • • valuing aggregate S. Sec. assets and liabilities making system self-balancing allowing for the possibility of trade within accounts providing market signal about aggregate survival probabilities 26 PAAWs (especially PANTS) market useful for private sector Would help private insurance companies price annuities. Same for reverse mortgages. Could be held by these companies as hedge or collateral for their promises. 27 Approaches to pricing PAAWs Assume risk neutrality Allow for risk aversion 28 Pricing PAAWs under risk neutrality Required Input Our assumption Expected growth of average real wages Future path of real interest rate 1.1 % Mortality probabilities 3% SSA cohort life tables Based on assumptions in 2005 SSA Trustees Report 29 Projected market price of one PAAW (under risk neutrality, measured in average wage units) 14 12 10 8 6 4 2 0 20 30 40 50 60 Age Price rises with age because: • r > growth of average wages • probability of survival to retirement rises with age 30 Projected Market Value of Accrued PAAWs (measured in average wage units) Worker 1: Economy Average Worker 2: Cohort Average 1.2 6 1.0 5 Relative Wage 1.8 8 1.6 7 1.4 0.8 6 4 1.2 0.6 3 5 1.0 4 0.8 0.4 2 3 0.6 Market Value of Accrued PAAWs 0.2 1 0.0 0 2 0.4 1 0.2 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 64 0.0 0 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Age Age Worker 3: 0.5 Cohort Average Worker 4: 1.5 Cohort Average 0.9 4.50 0.8 4.00 3.0 9 8 2.5 0.7 3.50 0.6 3.00 0.5 2.50 0.4 2.00 0.3 1.50 0.2 1.00 7 2.0 6 5 1.5 0.1 0.50 0.0 0.00 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Age 4 1.0 3 2 0.5 1 0.0 0 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Age 31 Defining the match Match (tax/subsidy) = value of extra PAAWs - value of contribution Average match rate • [P PAAW * (Δ PBAL) / Annual contribution] -1 Marginal match rate • [P PAAW * (increment to PBAL per additional dollar of contribution)] -1 32 Properties of the Match Match rate can be + or – Match rate cannot be < -100% • balances cannot be taken away • all redistribution occurs on the way in, none on the way out Unlike simple DC plans, match rate not constant across people or time • Depends on PBAL, price of PAAWs, and fraction of contribution that “counts” 33 Marginal Match Rate Worker 1: Economy Average Worker 2: Cohort Average 1.2 0.3 1.8 0.2 1.6 0.1 1.4 0.0 1.2 -0.1 1.0 -0.2 0.8 -0.3 0.6 -0.4 0.4 -0.5 0.2 -0.6 0.0 0.4 1.0 0.2 Relative Wage 0.8 0.0 0.6 -0.2 0.4 -0.4 Marginal Match Rate 0.2 -0.6 0.0 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 64 -0.8 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Age Age Worker 4: 1.5 Cohort Average Worker 3: 0.5 Cohort Average 0.9 0.60 3.0 0.4 0.40 2.5 0.2 0.20 2.0 0.0 0.00 1.5 -0.2 1.0 -0.4 0.5 -0.6 0.8 0.7 0.6 0.5 0.4 0.3 -0.20 0.2 -0.40 0.1 0.0 -0.60 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 0.0 -0.8 20 Age 22 24 26 28 30 32 34 36 38 40 42 Age 44 46 48 50 52 54 56 58 60 34 62 On net, match rate is positive for young and negative for old Match lower for old because • Progressivity means that a given relative wage contribution generates more PAAWs when young (when PBAL is low ) • 35-year averaging formula means that earnings in 36th year and beyond only increase PBAL by the amount they exceed the 35th highest relative wage to date Although this is partially offset by • Price of PAAW rises with age [and holding PBAL constant, increment to PBAL due to additional contribution (measured in average wage units) is constant with age] Match rate concept differs from incentive to work (i.e. implicit marginal tax rate computed by Feldstein/Samwick and others), because working today also affects future match rates 35 Pricing PAAWs under Risk Aversion (work in progress) Recall that PAAW is a composite security, based on • Average Wage Security • PANT First, price each separately, then price composite (QUANTOS analogy) Difficulty: these securities are not currently traded, nor are they spanned by currently traded securities 36 Pricing Average Wage Securities Payout • Average economy-wide earnings in specified year (e.g. 2030) Models (at least two possibilities) • Find portfolio of traded securities that best matches payout, and assume that residual risk has price = 0 OR • Assume model such as consumption CAPM Complications • Return on average wage security ≠ growth of wages • Correlation of wage growth and stock returns low over short horizons (qtrly/annual), but likely to be higher over longer horizons (cointegration) Implications • Social Security liabilities may be less than typical estimates 37 Pricing PANTs Similar methodology can be used to price pools of PANTS Equivalent to survivor or longevity bonds 38 The current system is not balanced Accrued Liabilities. Social Security taxes have no connection to benefits, either as a flow or in present value. Issuing PAAWS according to old rules does not automatically balance, even if steps taken to make it balance now. Benefits cannot be market-valued Pricing PAAWS gives us a way to address balance. 39 Transition from the current system Geanakoplos, Mitchell, Zeldes (1999) describe • how to compute accrued benefits • how to implement “cold-turkey” conversion to individual account system, by issuing “transition bonds” or “legacy bonds” = PV of accrued benefits Possible choices for bonds • Treasury Bonds (nominal or TIPS) • Claims on % of future payroll tax (Valdes-Prieto, 2005) • PAAWs Issuing PAAWs as transition bonds leaves accrued future benefits unchanged (in all states of the world) 40 Balancing Social Security Give PAAWs in lieu of accrued benefits Legacy Tax to pay for accrued benefits Buy PAAWS at market value, but with redistribution. Government hedges. 41 Creating Initial Balance Impose a “legacy tax” • On all payroll (including above the cap), or on all income • GMZ estimate: 3% of taxable payroll • Lower if tax above cap. Would be 1-2%. Legacy debt created by giving retirees in 1940s – 1970s more benefits greater in PV than contributions So why impose this just on lower earner workers? Might also want to reduce legacy PAAWs awarded in transition (i.e. cut benefits before locking in property rights) 42 Buying at Market Value After legacy tax takes care of accrued benefits, social security tax could be used to buy PAAWS at market value. The system is then by definition balanced on the way in. (So for example, system balance is protected against predictable increases in longevity.) However, this abandons many of the insurance virtues of the current system. 43 Self-Balancing = Allocating Aggregate Risk Need theory of who can best bear the risks. 44 Adding back some insurance within cohort In each year, scale all new PAAW accruals of each cohort (according to current SS rules) by an aggregate factor λ λ = aggregate contributions collected / market value of new PAAWs without adjustment Implies that annual increment is fully funded 45 Adding insurance across all people contributing at the same time Same as before, but now involves all people contributing in a year, not just the cohort contributing that year. 46 Hedging is Difficult If live expectancy increases faster than expected, new PAAW prices reflect that, and government is protected. But old PAAWS now become more valuable, exposing government. If earnings temporarily higher than expected, then PAAWS pay more, exposing government. (Under old system, that would be partly offset by higher price for new PAAWS. That could be built in.) 47 If can’t hedge, mutual fund paygo Change units for PAAWs payout to claims on taxable payroll in a given year • Claims for a given year will be issued to many different generations in varying amounts • In a given year, each claim pays 1/N of total revenue (N=total claims issued) Alternative: create different tranches • Total payout in each year = revenue • Very old get less risky tranche • Younger old get more risky tranche 48 Conclusions Translate DB into the language of DC, to facilitate debate over individual accounts Preserves redistribution and risk sharing of the current system Clarifies the link between contributions and benefits Enhances property rights of the system Might lead to a political compromise between Democrats and Republicans 49 Conclusions It should be possible to create and trade pools of PAAWs • providing an estimate of the market value of each individual’s account • providing an estimate of market value of system liabilities • opening up the possibility of allowing (limited) trade in these accounts 50 Conclusions We conjecture that we could use these and other new securities to create a selfbalancing DC system Still very preliminary – much more to be done! 51 END 52 Talking Points (1) Economy average worker • Starts at .9 tier, then to .32 tier .5*Average cohort worker • Same, but takes longer to get to .32 tier Average cohort worker and 1.5 average • Drops to .15 tier (1.5 worker faster) No drop after 35 years b/c earnings late in life always ≥ 35th highest 53 Talking Points (2) Similar to previous slides, but take into account varying contributions due to age profile of relative earnings After year 35, a large fraction of each contribution does not count toward accrual 54 Talking Points (3) Product of PAAW balances and price of PAAW Value at retirement: • .5 worker: 4.3 • avg worker: 6.7 • 1.5 avg worker: 8.0 Illustrates redistribution 55 Changes/Things to do empirical Numbers to check • How is it that maximum AIE ratio = 1.99, yet cap is currently ~ 3*average wage index? Was ratio of cap to average index lower in the past? • In PAAW balances slide, 1.5 worker gets up to about .7 PAAWs by retirement, yet in early slide we say that someone always at the cap only earns .64 PAAW. Since 1.5 worker is sometimes below the cap, how can this be? Get new data for age earnings profile (SSA profiles) relative to average earnings, and use instead? How variable would the price of a PAAW be? Once price it, could run it through with shocks to generate a sample path. Could transparency of market prices scare people (even though benefits are not changing)? Add more description of how average wage index computed (Allison). Based on all wages or just covered wages? Compensation vs wages? 56 Changes/Things to do theory How distinct should the PAAW pools be? • More distinct: • • better possible signal about true value (e.g. women, wealth, other) but If let people sell, do you want to give women more for a PAAW than man? Or rich more for a PAAW than a woman? Of course, once let sell, we’re outside of the experiment of replicating current system Add much more description of Notional DC, and why we’re better. See / cite Disney paper, + VP 1999 and Palmer. 57 Possible Models re Self Balancing (Discussion w Alvarez 4/12/06) Labor income uncertainty only • • • • 4 pd OG; 2 work, 2 retire Shocks to labor income Opportunity for trades (not present in 2 pd OG model) What would arrow-debreu economy with all assets traded (only among live agents) look like? • What would a-d economy allowing all generations to get together at time 0 and trade. Length of life uncertainty only • 4 pd OG, 2 work, 1-2 retire (aggregate uncertainty about whether die in pd 3 or 4) • What would optimal risk sharing look like • Long lived generations would receive payments from all those alive except those in pd 1 of life? Other risks, separately Ex-ante vs interim efficiency (vs others) 58 Financial innovation slides 67 Reforming Social Security: “Progressive Personal Accounts” Individuals given property rights over benefits as they accrue via a new financial security: PAAWS PAAWS (personal annuitized average wage security) pays • economy-wide average wage index in retirement year • constant inflation-adjusted benefit from retirement until death Redistribution (based on lifetime income) achieved by using a variable government match (match declines with PAAW balance) Fixed small percentage of claims would be pooled (like mortgages) and sold and traded in the marketplace 68 PAAW balance for average worker Worker 2: Cohort Average 1.8 0.6 1.6 Cohort earnings 1.4 (in average wage units) 0.5 1.2 0.4 1.0 PAAW balance 0.8 (in average wage units) 0.6 0.3 0.2 0.4 0.1 0.2 0.0 0 20 22 24 26 28 30 32 34 36 38 40 42 44 46 48 50 52 54 56 58 60 62 Age 69 Additional PAAWs Per Additional Contribution (measured in average wage units) High when PAAW balance is low 0.30 Using this schedule for every contribution mimics the lifetime redistribution of the current system 0.25 0.20 And low when PAAW balance is high 0.15 0.10 0.05 0.00 0.01 0.06 0.11 0.16 0.21 0.26 0.31 0.36 0.41 0.46 0.51 0.56 0.61 0.66 0.71 PAAW Balance 70 Benefits of our approach Clarifies the link between contributions and benefits, thus increasing transparency Enhances property rights of the system Yields financial market price of pools of PAAWS • providing an estimate of the market value of each individual’s account • providing an estimate of market value of system liabilities • opening up the possibility of allowing (limited) trade in these accounts Preserves risk-sharing and redistribution 71 Progressive Personal Accounts: Work in progress Working on market mechanisms to make the system self-balancing Would entail creation and trading of additional financial securities tied to other demographic / economic variables (e.g. fertility, mortality) 72 Making the system self-balancing Current system is not self-balancing: it requires political intervention in response to economic or demographic shocks Even if current imbalance were fixed, taxes and benefits not state-contingent in a way that makes system self-balancing moving forward Nothing built into the program rules to ensure that future revenue will be enough to support future accrued benefits, either on a cash-flow basis or on a present value basis 74 Time-NPV-balancing: Complications The government has to hedge this position Reduces some of intergenerational risk sharing • If generation puts more in, gets more out • Demographic / economic shocks cause match to vary across generations, yielding different benefits per unit of contributions 75 Alternative self-balancing Legacy tax + buying paaws at market prices Leaves off • B 76 Work in progress: Self-balancing market-based system Consider possible balancing rules • • • • year-by-year balancing cohort-NPV- balancing time-NPV-balancing infinite-future-NPV balancing Create marketable securities that could implement a self-balancing system • E.g. promised benefits/payouts that vary with aggregate life expectancy, fertility, earnings, etc. 77 The current system is not “self-balancing” No aggregate adjustment mechanism to tie promised benefits to revenues • Total revenues / total expenses: 1.3 currently (i.e. surplus) .75 projected for 2042 (i.e. deficit) • Actuarial balance (75 years) = PV future revenues - PV future benefits = - $ 3.7 trillion To rewrite the current system as an individual account system, need to take a stand on how future balancing would occur • We start by assuming all balancing occurs via changes in future taxes or future benefit accrual rules 78 Translating DB into DC Current “Defined Benefit” System Benefits depend on individual earnings Translated “Defined Contribution” System Balances accumulate yearly based on individual contributions and variable government match Progressive redistribution based Variable government match rate on lifetime earnings based on accrued balances Benefits depend on growth rate of average wages Accounts hold assets with payoffs that depend on average wage index … Benefits received as an annuity and individual longevity Annual statement lists earnings history and projected future benefits Annual statement lists contribution history and accumulated account balances79 Change in PAAW Balances Worker 2: Cohort Average Worker 1: Economy Average 1.2 0.030 1.8 1 0.8 0.025 Relative Wage 0.6 1.6 0.030 1.4 0.020 0.015 0.4 0.035 0.010 0.025 1.2 1 0.020 0.8 0.015 0.6 0.010 0.4 0.2 PAAW Balance 0 0.005 0.000 0.005 0.2 0 0.000 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53 55 57 59 61 63 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53 55 57 59 61 63 Age Age Worker 3: 0.5 Cohort Average Worker 4: 1.5 Cohort Average 0.9 0.018 0.8 0.016 0.7 0.014 0.6 0.012 0.5 0.010 0.4 0.008 0.3 0.006 0.2 0.004 0.1 0.002 0 0.000 3 0.040 0.035 2.5 0.030 2 0.025 1.5 0.020 0.015 1 0.010 0.5 0.005 0 0.000 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53 55 57 59 61 63 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53 55 57 59 61 63 Age Age 80 Average Match Rate Worker 2: Cohort Average Worker 1: Economy Average 1.2 1.0 Relative Wage 1.8 0.2 1.6 0.0 1.4 -0.2 1.2 0.4 0.2 0.0 0.8 0.6 0.4 0.4 -0.4 Average Match Rate -0.6 1 -0.2 0.8 -0.4 0.6 -0.6 -0.8 0.4 0.2 -1.0 -0.8 0.2 0.0 -1.2 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53 55 57 59 61 63 0 Age Age Worker 4: 1.5 Cohort Average Worker 3: 0.5 Cohort Average 0.9 0.6 0.8 0.4 0.7 -1.0 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53 55 57 59 61 63 3.0 0.4 2.5 0.2 0.2 0.6 0.0 2.0 -0.2 1.5 0.0 -0.2 0.5 0.4 -0.4 -0.4 0.3 1.0 -0.6 -0.6 0.2 -0.8 0.1 0 -1.0 0.5 -0.8 0.0 -1.0 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53 55 57 59 61 63 21 23 25 27 29 31 33 35 37 39 41 43 45 47 49 51 53 55 57 59 61 63 Age Age 81 The current system is not balanced Current PV imbalance • 75 year: $4 trillion • Infinite horizon: $11 trillion 82