Actuaries The magazine of The acTuaries insTiTuTe JULY 2013 ISSUE 181 11 Comment The General Insurance Industry and the Actuarial Profession in 2020 4 Interview Zac Roberts 20 Opinion Keeping Private Health Insurance Affordable – Is it Time for the Least Bad Option? 29 Opinion Life Insurance Failures – What Can We Learn About Leadership? 36 Actuaries Taking the Lead What Lies Beneath the Data? 38 Event Report Actuaries Summit – get involved, get ahead Connect with Young Actuaries around the world! Engage in discussion. Keep in the loop with upcoming events. Be at the forefront of thought leadership. Gain career advice and potential job opportunities. Connect with your peers and experienced professionals. Join the Young Actuaries Program LinkedIn network: http://www.actuaries.asn.au/YAPLinkedIn Contents July 2013 ISSUE 181 EvEntS 2 Coming Up EdItorIal 3 Dear Reader ❙ Keri Lee IntErvIEw 4 What's the Worst that Could Happen? – An interview with Zac Roberts ❙ Alice Crowley CommEnt 7 Investing in a Low-Return, High-Risk World ❙ Zac Roberts / Mattias Soderberg CommEnt 11 The General Insurance Industry and the Actuarial Profession in 2020 ❙ Tony Beirne / Garth Brooker / Mudit Gupta / Suruchi Singh / Sylvia Wong tHE aCtUarIal pUlSE 16 Our Actuarial Careers – Past, Present and Future ❙ Chris Larkin UndEr tHE SpotlIgHt 4 19 Peter Eben opInIon 20 Keeping Private Health Insurance Affordable – Is it Time for the Least Bad Option? ❙ Ashish Ahluwalia / Sonia Tripolitano / Jamie Reid opInIon 23 Market Consistency – A Flawed Paradigm ❙ Phil Stott opInIon 26 Market Consistency – The Optimal Valuation Framework ❙ Anton Kapel / and response by Phil Stott opInIon 29 Life Insurance Failures – What Can We Learn About Leadership? ❙ Bimal Balasingham / Andrew Brown EvEnt notICE 33 Risk and Regulation Seminar – Regulation Update and ERM2013 notICE 35 The Value of Mentoring and the Launch of the Institute’s Mentoring Program ❙ Martin Mulcare 11 aCtUarIES takIng tHE lEad 36 What Lies Beneath the Data? ❙ Andrew Brown EvEnt rEport 38 Actuaries Summit – get involved, get ahead UpComIng EvEnt 42 Injury Schemes Seminar – Balancing Outcomes aCtUarIES at play 44 Su Hu – Nerd by Day, Diva by Night ❙ Su Hu In tHE margIn 46 Back to School Again ❙ Genevieve Hayes aSk gaE! 47 Feel the Fear and Say it Anyway ❙ Gae Robinson StayIng aHEad 48 Happy Birthday Actuarial Capabilities Framework and Capability Assessment Tool! ❙ Sue Wetherbee m CO StUdEnt ColUmn OCk. 50 Time of my Life ❙ Shan Lui ERSt lEttErS utt 50 Letters to the Editor ❙ Alan Doble / Ramani Venkatramani h –S CEo’S ColUmn 20 Ey_l 52 The Balance Between Leadership and Consensus R nd ❙ Melinda Howes A © notICE R V:E COV Upcoming Events – Stay Ahead This Year O C July 2013 Actuaries 1 Actuaries Coming Up Contributions Contributions should be sent to the Actuaries Institute, marked to the attention of Katrina insights – spreadsheets – blessing or Curse? McFadyen (Head of Communications and Jul Friday 26 July, Melbourne Marketing) and Nicole Sitosta (Communications Monday 29 July, Sydney and Marketing Coordinator) at: [email protected] Professionalism Course [email protected] All contributions must conform to our submission Monday 29 – Tuesday 30 July, Melbourne guidelines which are available from the retired Actuaries group Communications and Marketing Team. Aug Thursday 1 August, Sydney next edition A182 - August 2013 insights – spreadsheets – blessing or Curse? A183 - September 2013 - Monday 5 August, Canberra Deadline for contributions: 1 August 2013 insights –big data, data Analytics and Actuaries Monday 12 August, Sydney ACtuAries editoriAl Committee editor group of retired Actuaries melbourne Keri Lee [email protected] Thursday 15 August, Melbourne HeAd of CommuniCAtions And mArketing fellowship and graduation dinner Katrina McFadyen CommuniCAtions And mArketing CoordinAtor Tuesday 20 August, Melbourne Nicole Sitosta risk and regulation seminar Assisting editors Genevieve Hayes Monday 26 and Tuesday 27 August, Sydney Chris Larkin Regulation Update – Monday 26 August David Millar ERM2013 – Tuesday 27 August Candice Ming Solai Valliappan Actuaries managing risk mAgAzine design Thursday 29 August, Sydney Kirk Palmer Design, Sydney [email protected] volunteers Cocktail Party sep Printing Wednesday 4 September, Melbourne Ligare, Sydney Thursday 19 September, Sydney Paper: Precision fellowship and graduation dinner oct – nov by Spicers Paper Tuesday 8 October, Sydney Australian made, ECF, EMS Actuaries managing risk Friday 25 October, Melbourne PEFC 21/31/04 ACtuAries institute Wednesday 30 October, Sydney ABN 69 000 423 656 Level 7, 4 Martin Place injury schemes seminar Sydney NSW 2000 Australia (formerly the Accident Compensation seminar) t +61 (0) 2 9233 3466 f +61 (0) 2 9233 3446 Sunday 10 – Tuesday 12 November, Gold Coast e [email protected] w www.actuaries.asn.au Join us on Twitter®: APrA APPointments – CongrAtulAtions to http://twitter.com/ActuariesInst iAn lAugHlin And Helen rowell PublisHed by tHe ACtuAries institute © The Institute of Actuaries of Australia The Actuaries Institute congratulates Ian Laughlin and Helen Rowell on their APRA ISSN 1035-6673 appointments which became effective from 1 July 2013. Ian Laughlin has been appointed Deputy Chairman for two years and Helen Rowell has been appointed as Advertising PoliCy Please refer to the Institute’s website for our a Member for a term of five years. advertising policy, and rates: Once again, congratulations to both Ian and Helen on their respective achievements. www.actuaries.asn.au or email [email protected] disclaimer Promoting tHe Profession – no grey areas Opinions expressed in this publication do not necessarily represent those of either the At Council’s last meeting on 11 June, the concepts to promote the profession and Actuaries Institute (the ‘Institute’), its officers, the proposed visual treatments were very well received. However, there were some employees or agents. The Institute accepts no reservations around the tag line ‘no grey areas’. As a result further consultation will responsibility for, nor liability for any action taken be undertaken with Ogilvy. Watch this space for future updates. in respect of, such opinions. Visit http://www.actuaries.asn.au/ TechnicalResources/ActuaryMagazine.aspx for full details of our disclaimer notice. 2 Actuaries July 2013 Editor keri lee [email protected] dear reader I t’s well and truly winter now, which is great because it means we are on the home stretch to Christmas and can spend weekends bagging bargains in the end of financial year sales. The not so great things are that weekends are cold and rainy, mangoes in the supermarket are now non-existent and we have to start thinking about tax returns. On the topic of tax returns, the lure of tax deductions apparently means last month is supposed to be the month people go all out with donations to charity. I don’t know about you, but I never keep my donation receipts for tax time, so my donation ‘spend’ isn’t subject to a June seasonal effect. In fact, I (and most people I know) never really give much thought to how generous or stingy I am to charities, homeless people or fundraisers each year – so I am totally unaware of how much I’ve actually given. Recently one of my colleagues buzzed past my desk waving a flashing Starlight Foundation wand. I think his other hand was also full with Starlight goodies and Part III notes. “Strange choice of charity merchandise for a 20-something year old male”, I said, only to be drawn into a 15 minute D&M (i.e. deep and meaningful conversation) about those less fortunate than us and how we can save the world. Apparently this charming colleague of mine also used to be oblivious of his altruistic spend – until he sat down at tax time one July and realised it had been less than 1% of his salary that year. At which point he was shocked to discover he had been such a “stingy b#$!@^d” (his words, and I don’t think I’ll ever hear that again!), and from then on thought about it consciously. So – if you were waiting for the moral/punchline, allow me to suggest that if helping those less fortunate is important to you, it’s probably worth taking a few minutes at the start of each financial year thinking about what percentage of your salary you’d like to give. Throughout the year it’s then easier to make decisions of how much, why and when you would like to give. From buying the Big Issue, giving a few coins to the homeless, supporting fellow colleagues in their fundraising pursuits or giving generously to charity door-knockers and adorable children selling raffle tickets, being conscious about how little or how much you are actually giving helps to put things in perspective. And there’s no better time to do this than July. That 3.00pm conversation has actually changed my life. Upon realising that I have also inadvertently been a stingy B, I now stop to chat to buskers, buy the Big Issue when I am not in a mad rush, and am again mindful of how fortunate I am. This morning, just as I opened the garage door to drive up the coast, a lady and two gorgeous little girls happened to walk down the driveway to knock on my door for the Salvation Army. Rather than think “oh bugger, this is the 11th time this year and now I’m going to be three WHOLE minutes late” – I gladly stopped for a chat and made a small difference to their plastic bucket. Hoping this made a small difference to your monthly read. Happy EOFY and tax return time! Yours truly Keri Lee July 2013 Actuaries 3 Interview What’s W hen Zac Roberts casually strolled into the meeting room with not a care in the world, it was hard to believe this was a father of two young girls who also runs his own funds management business – SouthPeak Investment Management. This Japanese speaking investment manager challenged the conventional actuarial career path to show that anything is the Worst possible in the world of actuaries. a dIvErSE bEgInnIng In 1990, a young Zac Roberts was sitting in the audience of the NSW Mathematics Competition prize ceremony waiting to receive his award for excellence. It was at this moment that he first heard the word that Could ‘actuary’. There were a number of speakers organised to talk to the mathematically talented group and the only one that Zac remembered was an actuary. This has stayed with him ever since. “I grew up in Newcastle and had never heard of an actuary until that day. I had always thought I would become a doctor – that was until I did work experience with one and realised it wasn’t for me; Happen? besides there would have been way too much blood,” Zac explained. When Zac finished high school he received a scholarship to study in Japan for five years. The first year was devoted to learning the Japanese language and the next four years to an international economics degree. “I didn’t know a single bit of Japanese when I went. However, there is nothing quite like jumping in the deep end. It was strange how An interview with Zac Roberts the teachers went from trying to teach me how to write and speak Japanese to teaching economics and other content in Japanese.” 4 Actuaries July 2013 alice Crowley [email protected] On top of all of this, Zac managed to be disciplined portfolio construction and enough to complete all of the university actuarial diversification, and instead subjects (Parts I and II) by correspondence. embrace an approach I “By the time I finished my university studies in Japan, believe makes more sense. I was at the same point in the actuary’s exams as I “I’m driven by the strong would have been if I had done them here, plus I had belief that there is a lot to another degree and a language on top of it. But trust gain from going beyond the me; there was a lot of study. It was both manageable traditional approach of a largely and challenging.” Zac began his career as a consulting static asset allocation across a actuary at Tillinghast in Sydney in 1999. After three limited number of investments, years, he decided to put his ability to speak Japanese to to a broader, more dynamic use and transferred to the Tokyo office. approach. This includes embracing “When I worked in Japan, I was a western educated a deeper understanding of the actuary that could speak Japanese. As a result, relationship between return drivers, compared to the work I was doing in Sydney, I tended market conditions and expected to get more senior consulting roles, especially with the returns, and placing a greater focus foreign insurers. This provided me with a great deal of on practical risk management, both at exposure to senior levels of management and better the individual investment level and at above: zac in insight into what actually matters, such as thinking big the portfolio diversification level,” patagonia, argentina and holidaying with his picture,” he said. he said. family in the daintree After returning to Sydney, it was the opportunity to Zac believes in “thinking before you act” at the rainforest, Queensland get into something different that led Zac to a role at same time as recognising the benefits of “acting while Deutsche Bank where his career moved into the world of you think”. banking and investments. “Generally, actuaries will analyse things to death and “The role at Deutsche Bank was created because the not commit to a course of action until they are sure to bank felt they were failing their insurance clients at the last hurdle and believed this was because they didn’t speak the right language,” Zac explained. “My job was to take a client-driven approach and use my actuarial background to get to know clients. By talking with them, I was able to understand what clients wanted. I would then take that information back to the bank and work out potential solutions we could provide.” CHallEngIng tHE ConvEntIonal hy After a few years at Deutsche Bank, Zac took the AP biggest leap of his career and started his own funds R g OtO management business, SouthPeak Investment Ph Management. Zac and his two colleagues had a firm ht g belief in a different approach to investing and ways to RSt li address some of the limitations they had seen in general E, Fi practice. R ClA “I started a funds management company AVid whose core philosophy is to pay less attention to d © the generally accepted wisdom when it comes to July 2013 Actuaries 5 Interview continued the second decimal place. Unfortunately, markets won’t always wait for you to know what you want to do to the second decimal place.” “During the GFC, I spoke to several institutional investors who became nervous about their equity risk. Some began big projects that took a long time to determine what they wanted to do, and an even longer time to implement. Some took a long time debating the best time/price to buy protection. In all these cases, the outcome would have been better if they acted quicker,” said Zac. It is clear that, to Zac, there is a strong ‘value-add’ in actuaries who challenge the conventional ways of thinking. “There is a tendency for actuaries (and people in general) to be afraid of failure. If we don’t try, we can’t fail, but that’s not necessarily a good thing,” said Zac. “The advice I have for young actuaries is to make an effort to understand the bigger picture. When doing actuarial work, always ask how is it being used, is it needed and would something different be better? There are a lot of numbers out there to crunch. However, you should always make the time to think about what these numbers mean and to understand how they fit into the big picture. Whatever you do, if you do it well you are likely to succeed, and it’s easier to do something well if you believe in it or are passionate about it,” he said. famIly and fItnESS When it comes to passions outside of work, Zac identifies two main ones: family and fitness. With two young children and a very busy work schedule, he strives to do the former better than the latter. “Recently, I was the age manager for my daughter’s little athletics team, so this gave me the chance to enjoy both family and fitness. It was fun trying to teach 40 little girls how to do things like shot-put and discus – especially when half the challenge is just getting them to listen. “When it comes to fitness, I tend to be a bit of a jack of all trades. I am always willing to give anything a go, but am not particularly good at anything. My most recent activity was doing Tough Mudder. A few years back I ran the Sydney marathon and managed to raise $5,000 (with the help of the Actuaries Institute) for breast cancer,” he said. Zac also loves to travel, and can’t wait for his girls to get a bit older so they can tackle exciting adventures like the Inca Trail as a family. As a family man and an actuary who has had a very successful career in consulting, banking, investment management and risk management, Zac holds one piece of advice very close to his heart. zac’s advice to young actuaries – “When deciding whether to stay at Tillinghast or take the new role at Deutsche Bank, someone shared their perspective on the ”make an effort to understand worst thing that could happen: you try it for a few years and it the bigger picture. when doing doesn’t work – but in that time you would have learned a lot and actuarial work, always ask how met a lot of new people,” said Zac. “I encourage other actuaries to just go for it. Whatever they want, wherever they can, however the is it being used, is it needed and opportunities arise. Just remember: what is the worst thing that would something different be could happen?” better?” Investing in a low return, high risk world is an article written by Zac Roberts and Mattias Soderberg and highlights some of the issues that need to be considered in the investment world and presents a possible framework for considering them. An abridged version of the article is printed on page 7 of this edition of Actuaries. 6 Actuaries July 2013 Comment zac roberts [email protected] mattias Soderberg [email protected] Investing in a Low-Return, High-Risk World tHE 20tH CEntUry – an ExtraordInary pErIod of EConomIC growtH T he world has changed. The factors that The 20th century was extraordinary with its fast pace of industrialisation, led to robust economic growth and strong urbanisation, improvements in health, positive demographics and equity returns in the last century have economic growth. What next? weakened. Productivity growth has collapsed, Professor Gordon of Northwestern University claims UK and US populations are aging and the developed world productivity growth (and real economic growth per capita) was close to needs to reverse a 60 year debt binge. zero for centuries. It started to rise around 1750 and accelerated sharply We believe this will drive substantially lower in the early 20th century with the exploitation of vital “discoveries” economic growth in the coming decades. In this new such as electricity, the combustion engine, domestic running water and world, investors with a high exposure to equities sewerage, communications, chemicals and petroleum. and bonds (most balanced funds) run the risk of not Productivity growth slowed substantially towards the end of the 20th meeting their return targets. century as commercialisation plateaued. US productivity growth averaged Investors should adapt and look beyond long- 2.3% p.a. for eight decades until 1970. Since then, it has averaged a full term historical returns, instead emphasising percentage point lower other than 1996-2004, when the PC/internet the relationship between return drivers, market boom pushed it to 2.5% p.a. conditions and expected returns. They should That this boost was so short-lived, highlights the limited impact invest more broadly and allocate more dynamically, of recent technology, when compared with last century’s industrial benefiting from the time variability of risk premia. innovations. m CO We believe superior risk-adjusted returns and Economic growth per capita also slowed substantially after 1970. k. OC greater portfolio diversification are possible. Public debt levels rose steadily; a likely consequence of slowing growth ERSt First, it is imperative to understand return drivers. and economic stimulus. hutt Second, focus on expected returns per unit of risk. Across the G7 average gross debt/GDP tripled from around 40% in R–S Finally, look for diversification when it matters – 1970 to above 120% in 2012. Private debt started to rise too, as did the E nt when markets crash. whole financial sector (see Figure 1). 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Bank assets are equal to the total balance sheet size of all banks in aggregate. Broad money is M2 or a proxy thereof. Data and hhaarrdd t too i mimaaggininee f fuuttuurree e eccoonnoommicic c coolllalappsseess the total balance sheet size of all banks in aggregat0e. Broad money is M2 or a proxy thereof. Data a0nd 0 mmoroerP ePdu uedttte as tsiialmieimldep8 pddl0y ldey, f,em imfni9niotoi0istostiont p nsp es0ce rac0rcancen ebp pbet1et ifoi0 oofnounsuns ndo 2do f0i nf in n nSo Scorch3rmhum0ulaalaalr lir ci4ck0k a anndd UT UTararbybylaolaonrnr i( 8si(2s2a00a0t1ti1o2i2o)n9).n.,0 ,d doomm0e0esstticic1 t 0teemmpp2ee0rraattuu3rre0e c coon4nt0trrool,l , tthha8at0t w wilil9l lm 0maakke0e 0t thhee 12 200000882 c 0crrisisisi3s l0 oloookk 4b 0beennigignn. . ‘t‘trreenndd g grroowwtthh’ ’d duurriningg t thhee 2 200tthh c ceennttuurryy rruunnnniningg w waatteer,r ,e eleleccttrricicitityy, ,a a c coolllalappssee i nin TThhee s saammee p paappeerr a alslsoo e essttimimaatteess t thhee l elevveel l Japan Netherlands Portugal aappppeeaarr t too h haavvee b beeeenn i ninfflalatteedd b byy t thhee cchhilidldhhoooodd m moo rrttaaliltityy a anndd d doouubblilningg o off l ilfifee ooff p prrimimaarryy b baalalannccee t thhaatt w woouuldld b bee r reeqquuirireedd 800 400 300 pprroololonnggeedd ( (bbuutt f fininititee)) b beenneefficiciaial li mimppaacctt eexxppeeccttaannccyy b boooosstteedd p prroodduuccttivivitityy, ,a anndd ooff d dififffeerreenntt c coouunnttrrieiess t too b brriningg t thheeirir d deebbtt// o off a a s seerrieiess o off r reevvooluluttioionnaarryy i ninnnoovvaattioionnss, ,a a pprroovvidideedd a a p poowweerrffuul,l ,o onnee--ooffff d deemmooggrraapphhicic GGDDPP r raattioioss b baacckk t too 2 2000077 l elevveelsls ( (pprree--ccrrisisisis)). . 250 nnuummbbeerr o off i mimppoorrttaanntt ( (bbuutt o onnee--ooffff)) s sooccioio-- ddivividideenndd.. TThhee a auutthhoorrss c caalclcuulalattee t thhaatt t thhee U USS a anndd t thhee This fact is displayed in Figure 3, which6 s0h0ows the following three variables, ba3n0k0 Tehecicoson nfoaomcmtic ici es e vvdeeinnstptss la aanynded ds sh hianam mFeeilgelesussrs eb b oo3rrr,r oowwwhiniingcgh showsN Ntoohwwe, , w fwoeel’lr’roee wf faaicnceegdd tw hwirtitheh ea a nvn aa arggiianebginl gwe so,r kbfaonrcke UUKK w woouuldld h haavvee t too r ruunn a ann a avveerraaggee p prrimimaarryy 200 flfroroaomnm st thh(eea f gfuugttruuerrege.a.te to the nonfinancial sectoarwn)od, r blkofawonreckre b bairnatdlha lnroacwteee srs, bwhierhteihcth sr am(teaeslal, n wisnh fcieclwhu esriv e, bbuuddggeett s suurrppluluss o off 2 2.5.5%%--33.4.4%% p peerr y yeeaarr f foorr loans (aggregate to the nonfinancial sector), bank balance sheets (all inclusive, pmroedauncst ifveew wero rpkreordsu acntidv er iwsinorgk eernst iatlnedm reisnitn g tthhee n neexxtt 2 200 y yeeaarrss t too g geett b baacckk t too p prree--ccrrisisisis including interbank lending), and broad4 m00oney (typically M2), all relative to GD20P0. 150 intTcHlhuEed i22n1g1Ss tiTn tCceErenbnatTnUukr rlyeyn –d–i n aAg n)n, Eaewnwd broad mosnepeneytni td(leitnmygpe. inMctae slalpyne wnMhd2iilne)g,, .p aMallye iarnenglw adhtoiiwvleen, p htaoiyg ihGn gD P. ddeebbtt//GGDDPP l elevveelsls, ,o orr 4 4--66%% p prrimimaarryy s suurrpplulusseess rTrhEeeaA lslaIitmTypyle, again, is the 14 advanced counltedrvoieewlssn, oahfni gpdhu btlhelivece aglsnr doa fpp phriu vsbahltieoc wadnesdb y tp etrhaivrroa eutefg fhde ecbtst , oovveerr a a 1 100--yyeeaarr p peerrioiodd. .T Thhisis c coommppaarreess t too 100 The sample, again, is the 14 advanced countries, and the graph shows year effects, WWee b beelileievvee t thhee s sttaarrttiningg p pooinintt n nooww i sis lothwreoru gcohn lsouwmepr tcioonns aunmdp htiiognh earn sda hviingghse rw ill aaccttuuaal lp prrimimaarryy d deefficicititss i nin t thhee r reeggioionn o off 7 7--99%% that is to say averages for each period fo2r0 t0he cross section, which serves to isol1a0te0 thddaifitfffe eirsre entnott ( s(aaatt yl el eaaavsstet f rfoaorgr dG edesevr vfeaoeloplrop hpeeea dd4c c h co oupunentrtririoeiesds) ). f. or thbese ac vari nodgsrass g ws eoilncl t bgieor onaw, dwtrhah. gWi coihtnh sogeurortv wseitgshn . tiWofic itiashnootlu att e inin 2 2001111 ( (sseeee F Figig. u3r –e 3p –ag pea 9g)e. 9). 50 the global trends in these variable, whilst also smoothing out cross country the global trends in these variable, whilst also smoothing out cross country Public debt/GDP projection0s 0 0 variation (Schularick and Taylor 2012). varfiFaigitguiuorrnee 2 (2S:8 :cg 0Ghrrouosls9ass0 r dDiceekbb0 ta0t//ngGddD 1TpP0 a pPyrrlooo2jj0ree c2ctt0iio3o1n0n2ss). 40 SSoo8uu0rcrcee: :B 9BiSI0S W Woor0rkk0iningg P P1aa0ppeerrss n2 N0oo 3 300030:0 :t Thhee f4 ufu0tuturere o of fp puubblilci8c d0 deebbt:t 9:p p0rorossppe0ec0ctsts a ann1dd0 i mimppl2ilci0caatitoionn3ss,0 ,m Maarrc4ch0h 2 2001100 Austria FSrpaanicne GUenritmeda nKyi ngdom United States 300 540000 460000 500 Baseline 250 scenario 500 400 400 Small gradual 390 0 300 adjustment 9 200 400 Small gradual 300 300 adjustment 150 200 230000 with age-related spending held 200 200 100 constant 200 100 100 100 100 50 100 0 00 00 0 80 90 00 10 20 30 40 8800 9900 0000 1100 2200 3300 4400 8800 9900 0000 1100 2200 3300 4400 80 90 00 10 20 30 40 Greece IreSlaonudrc es: OECD; authorsʼ projectionsI.t a ly 500 400 300 88 AAcctutuaarrieiess J Juulyly 2 2001133 250 400 10 300 200 300 200 150 200 100 100 100 50 0 0 0 80 90 00 10 20 30 40 80 90 00 10 20 30 40 80 90 00 10 20 30 40 Japan Netherlands Portugal 800 400 300 250 600 300 200 400 200 150 100 200 100 50 0 0 0 80 90 00 10 20 30 40 80 90 00 10 20 30 40 80 90 00 10 20 30 40 Spain United Kingdom United States 400 600 500 500 400 300 400 300 200 300 200 200 100 100 100 0 0 0 80 90 00 10 20 30 40 80 90 00 10 20 30 40 80 90 00 10 20 30 40 Sources: OECD; authorsʼ projections. 10
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