Health – Page 4 – We Know Zero

Let’s stop worrying about “damaging” GDP and transfer risks back to where they belong

30. March 2020 · Write a comment · Categories: Actuarial, Climate Change, Economics, Health, Prediction, Risk

“We won’t go back to normal, because ‘the normal’ was the problem.”

For me the turning point came on 12 March, when the FTSE 100 fell by 639 points or around 11% of its value in one day. What were the newspaper headlines that day?

Only the Times and the Financial Times had the stock market fall on their front page at all. Everyone else led with some variant on the Prime Minister saying that many families would lose loved ones. The attention switch was so complete that when KPMG published their UK Economic Outlook for March 2020 the following week – forecasting a main scenario for Gross Domestic Product (GDP) in the UK to fall by 2.6% in 2020 then grow by 1.7% in 2021, and a downside scenario for GDP to contract by 5.4% in 2020 and by another 1.4% in 2021, representing a slightly more severe recession than the downturn experienced in 2008-09 – nobody noticed that either (19 March and 20 March headlines here and here respectively), sandwiched as it was between the announcement that schools were to close and the Prime Minister saying that we had 12 weeks to turn the tide.

KPMG’s report was an example of damage function modelling of course: trying to model changes in economic activity due to some phenomenon and summarising that change in terms of a change in GDP. I have recently been quite exercised by similar considerations with regard to climate change damage functions and the inconsistencies of the ones in most current use with climate science. However it has become increasingly clear to me that I may have been missing the point. I realise I was focusing on damage functions because I felt they were leading to extreme optimism in the modelling of the impact of climate change on our economies and that it was this link which was most likely to get the attention of policymakers (and other actuaries!).

But of course GDP is only ever a proxy for some of the things we regard as important, rather than something that is important in itself, and a flawed one too. As Diane Coyle’s excellent book, GDP: A Brief But Affectionate History, makes clear. Its problems include:

It under-records growth by failing to capture fully the increase in the range of products in the economy;
It becomes a worse measure as the world economy consists less and less of material items, eg online activities; and
It can show positive growth caused by clearly unsustainable practices and those which deplete natural resources.

When KMPG released their economic outlook, it was as if they were trying to drag a weary world population away from the windows and balconies from which they are still trying to connect with each other and what is still real in the world back to the Monopoly game that they have set up in the front room.

It took a lot to get our behaviour to follow this change in attention. When Wuhan went into lockdown on 23 January, I was talking to Stuart McDonald, now a member of the COVID-19 Actuaries Response Group, about the talk he was planning to do at the University of Leicester on 18 March and deciding he would probably need to add a few slides about coronavirus. Italy went into lockdown on 9 March and yet on 12 March we had a second call where we still felt on balance that it might go ahead as long as we took sensible precautions, but by this time it was almost entirely about getting accurate messaging out about COVID-19. We called it off the following day. The UK finally went into lockdown on 23 March.

So perhaps it is no wonder that we have so far been unable to change human behaviour to anything like the same extent in response to climate change, which is a bit like COVID-19 in slow motion, progressing unseen with each stage of its development effectively locking us into the next steps in its relentless escalation. In the same way that movement restrictions may not slow down the increase in new cases for perhaps around a week, stopping carbon emissions now would still see us locked into further warming for 40 years. And even with the greater immediacy of coronavirus, it has only been when we have decided we care more about saving each other than maintaining our GDP that real progress has become possible.

My view is that some things that must be different post COVID are already clear. I think as a society we are going to demand more resilience, for example:

Resilience of our health service – this means much higher levels of spending, building deliberate over-capacity into the system in normal times;
Resilience of our food supplies, for example strengthening domestic supply chains;
Resilience of our population, so that we do not have 1.6 million food parcels needing to be given out in a year by the Trussell Trust, in the absence of a pandemic, for instance; and
Resilience of our infrastructure – to everything from floods to banking crises to pandemics to storms and heatwaves.

The Institute and Faculty of Actuaries (IFoA) has therefore shown great timing in its launch of its 2020 thought leadership campaign The Great Risk Transfer. The campaign aims to examine the trend of the transfer of risk from institutions to individuals, and how people can be better equipped to manage the financial risks they now face. I think the campaign rightly highlights the fact that risk transfer is all one way, but it clearly also goes way beyond the finance sector. Rail franchises never took on any real risk, it appears, even before the pandemic. Nor have PFI contracts, despite the price tag. By contrast the incremental removal of risk pooling by corporations for their employees and/or government for their citizens over the last 40 years has been relentless and in one direction only.

As Andrew Simms, one of the Green New Deal Group, said on Twitter yesterday about taking lessons for the climate emergency from the pandemic crisis:

Those roads with a fraction of the traffic, the drop in aviation, the economic shift to put public health & well-being first, the speed with which the brain adapts to the new normal: as someone said, these things are a postcard from the future we need to get to. Let’s take notes.

Avoiding mean observances of paltry decorum

21. March 2020 · Write a comment · Categories: Actuarial, Health, Regulation

CPD doesn’t have to feel like this: a youthful man-o’-warsman, from the diary of an English lad who served in the British frigate Macedonian during her memorable action with the American frigate United States; who afterward deserted. Source: https://www.flickr.com/photos/internetarchivebookimages/14594689439/

According to Daniel and Richard Susskind’s the Future of the Professions, there is a Grand Bargain between society and the professions, which means (and I am paraphrasing a little here), in return for professions providing:

Expertise, experience and judgement;
Delivered affordably, accessibly, reassuringly and reliably;
With knowledge and methods maintained and kept up to date, members trained, standards and quality of work enforced and only appropriately qualified individuals allowed in;
Acting honestly and in good faith; and
Putting clients interests ahead of their own.

Society will give the professions:

Respect and status;
Exclusive rights to perform/provide socially significant activities or services; and
Independence to decide how they do it and how much they can be paid for it.

It is with regard to the knowledge and methods point above that nearly all professions have some sort of continuing professional development (CPD) requirement. The Institute and Faculty of Actuaries (IFoA) consultation on their proposed new CPD scheme is currently open and runs until 17 April. I will be responding to it via the online questionnaire, but thought it might be worth airing a few points more widely too, to promote some discussion just in case anyone has any bandwidth for anything not directly corona-related at the moment.

Overall I think this is a move very definitely in the right direction. I have some criticisms, which I will come to, but I very much welcome:

the broadening of the scope of CPD activities. I am clearly not the only one who has experienced a talk or discussion or even an arts event about which I would have said, in the words of Walter Scott: One hour of life, crowded to the full with glorious action, and filled with noble risks, is worth whole years of those mean observances of paltry decorum, in which men steal through existence, like sluggish waters through a marsh, without either honour or observation. And yet would have been unable to record it in my CPD because there was no other actuary present and no way of proving I was there!
the introduction of reflective practice discussions. There are few details about how these will work and who will run them (the suggestion I took from the consultation was that they would be centrally run, which I think would be a mistake for reasons I will explain below). However in principle this is a great idea, getting people together to talk about what they are doing to develop their thinking in important areas and sharing their experiences on how the journey is going. I am not aware of any other profession moving in this direction currently, but I very much welcome it.
The removal of the need to be audited annually on CPD recorded. The 2018 Annual Report of the Disciplinary Board of the Institute and Faculty of Actuaries indicates that there were 2 cases of non-compliance with CPD referred to them and 3 cases of failure to hold a practising certificate. The current system therefore does bring the words sledgehammer and nut to mind.

However I do also have some criticisms:

there is much made of how they are proposing to prescribe a single requirement for all members. I found it difficult to answer whether I agreed or disagreed with this proposal as I didn’t feel that they had: people who work for firms who have signed up to the profession’s Quality Assurance Scheme (QAS), practising certificate holders, Practising Members (we will come to these), Non-Practising Members and students all have different rules applying to them. My concern here is that this 5 tier system will translate into inequalities of status within the profession, and some members having a louder voice than others.
keeping students (completely outside the CPD system via the Personal and Professional Development (PPD) scheme) and QAS members completely dependent upon their firms for professional development risks, in my view, narrowing the development undertaken rather than the broadening that the proposals overall intend.
I am very concerned about the examples given to clarify what is meant by a Non-Practising Member: retired from actuarial practice; not carrying out technical actuarial work; or on a career break. As technical actuarial work is not defined in the consultation, the suspicion is that this will be the usual suspects of life, general insurance, finance and investment and pensions, with wider fields including the education field where I practise, certainly NED roles but also perhaps resources and environment work or, particularly topical at the moment, health and care. Obviously members may choose not to apply for non-practising status, but I do not believe that they should have the option to if they are using their judgement to analyse complex situations to help the people or organisations they are working with to make decisions.
currently most categories of member need to complete 2 hours annually of Professional Skills Training (PST). The materials provided by the profession to support members in complying with this requirement are extensive and excellent, but there are a wide range of ways in which it is currently met, from company events to regional community events to individuals registering the video and other content they have interacted with online. In my view this allows members to tailor what they think they need in a given year and, as a provider of these sessions for a number of years now, I have been impressed by the open and frank discussions which have become possible with our attendees on difficult questions involving potential reputational risk. My main concern with the proposals on this are that members will not feel the need to subject themselves to these sessions if the professional skills requirements are to be relaxed as far as just a learning outcome related to managing professional ethical challenges.
I am enthusiastic about the replacement of the audit of CPD records with an invitation to a reflective practice session instead, however I would be concerned if these were all centrally controlled, as opposed to the wide range of current providers for PST. I well remember sitting in professionalism CPD sessions run by senior members of the IFoA in a room full of other scheme actuaries and none of us prepared to admit to making any mistakes in our client work in front of each other. It would be regrettable if these sessions became formalised to the point that they were no longer useful.
my final point is that, if we are moving from a strictly audited system to one which will be much more light touch, perhaps this is also an opportunity to increase the hours from the current 30 hours for practising certificate holders and 15 for nearly everyone else. Doing a quick check I found that the Society of Actuaries requires 50 hours over 2 years; and the General Medical Council requires 250 hours over 5 years. At the other end of the scale, the Institute of Chartered Accounts in England and Wales (ICAEW) and the Law Society have no specific requirements at all. The ICAEW, hilariously in my view, includes the following in its guidance: There is no requirement to achieve a certain number of hours or points, and the notion of structured and unstructured activities no longer exists. There is no requirement to attend a certain number of courses or seminars. There may be periods when, having reflected, you quite reasonably conclude that you already have all the current skills and knowledge necessary for your work and that you do not need to undertake any further CPD activity at that moment. However, if we believe, as I do, that our work has never been so technical nor demanded a wider range of skills, many of which have not been traditionally demanded of actuaries previously, we should surely require that we move closer to the top of this range.

CPD has a range of uses beyond meeting the Susskind’s grand bargain:

it allows us to share our practice with each other and challenge each other;
it allows us to move between practice areas or respond to new ideas in our existing ones;
it is a means for the profession to disseminate urgent changes in expectations of members (in conjunction with the alerts which are issued occasionally);
but, perhaps most importantly, it allows us as individuals to reflect on what we are doing and the direction we are taking and consider whether we might want to change either of these.

Carefully chosen, it really can spare us a system of Scott’s mean observances of paltry decorum and instead provide more hours of glorious action!

Dr Strangelove’s Pension

01. May 2019 · Write a comment · Categories: Actuarial, Climate Change, Economics, Health, Pensions, Prediction, Regulation, Risk

The War Room with the Big Board from Stanley Kubrick’s 1964 film, ”Dr. Strangelove”. Source: ”Dr. Strangelove” trailer from 40th Anniversary Special Edition DVD, 2004 Directed by Stanley Kubrick

In 1960, Herman Kahn, a military strategist at the RAND Corporation, an influential think tank which continues to this day, wrote a book called On Thermonuclear War. It focused on the strategy of nuclear war and its effect on the international balance of power. Kahn introduced the Doomsday Machine (which Kubrick used in his film “Dr Strangelove” alongside many other references from the book) as a rhetorical device to show the limits of John von Neumann’s strategy of mutual assured destruction or MAD. It was particularly noteworthy for its views on how a country could “win” a nuclear war.

For some reason Kahn came to mind as I was looking through Resource and Environment Issues: A Practical Guide for Pensions Actuaries, from the Institute and Faculty of Actuaries’ Relevance of Resource and Environment Issues to Pension Actuaries working party, which summarises the latest thinking on the climate change-related issues scheme actuaries should be taking into consideration in their work. I will come back to why.

The section which particularly caught my attention was called How might pensions actuaries reflect R&E issues in financial assumptions? This section introduces two studies in particular. First, we have the University of Cambridge Sustainability Leadership (CISL) report on Unhedgeable risk: How climate change sentiment impacts investment. This posits three “sentiment” scenarios (paraphrased slightly for brevity – see the report for details of the models used):

Two degrees. This is defined as being similar to RCP2.6 and SSP1 from the Intergovernmental Panel on Climate Change (IPCC) AR5. Resource intensity and dependence on fossil fuels are markedly reduced. There is rapid technological development, reduction of inequality both globally and within countries, and a high level of awareness regarding environmental degradation. It is believed that under this scenario global warming will not raise the average temperature by more than 2°C above pre-industrial temperatures.
Baseline. This is a world where past trends continue (i.e. the business-as-usual scenario), and there is no significant change in the willingness of governments to step up actions on climate change. However, the worst fears of climate change are also not expected to materialise and temperatures in 2100 are only expected to reach between 2°C and 2.5°C. This scenario is most similar to the IPCC’s RCP6.0 and SSP2. The economy slowly decreases its dependence on fossil fuel.
No Mitigation. In this scenario, the world is oriented towards economic growth without any special consideration for environmental challenges. This is most similar to the IPCC’s RCP8.0 and SSP5. In the absence of climate policy, the preference for rapid conventional development leads to higher energy demand dominated by fossil fuels, resulting in high greenhouse gas emissions. Investments in alternative renewable energy technologies are low but economic development is relatively rapid.

The modelled long-term performance for a range of typical investment portfolios is worrying:

CISL suggest quite different investor behaviour depending upon which climate change path they think the world is taking: moving into High Fixed Income if No Mitigation seems to be the direction we are heading, but adopting an Aggressive (ie 60% equities, 5% commodities) asset allocation if the Two Degrees scenario looks most likely.

Elsewhere the report suggests hedging via cross-industry diversification and investment in sectors with low climate risk. For example under No Mitigation, it is possible to cut the maximal loss potential by up to 47% by shifting from Real Estate (in developed markets) and Energy/ Oil & Gas (in emerging markets) towards Transport (in developed markets) and Health Care/ Pharma (in emerging markets). However over 50% of losses in all scenarios remain unhedgeable (ie unavoidable through clever asset allocation alone).

The second report (Investing in a time of climate change) from Mercer in 2015, focuses on the following investor questions:
• How big a risk/return impact could climate change have on a portfolio, and when might that happen?
• What are the key downside risks and upside opportunities, and how do we manage these considerations to fit within the current investment process?
• What plan of action can ensure an investor is best positioned for resilience to climate change?

The section I was drawn to here (it’s a long report) was Appendix 1 on climate models used, and particularly those estimating the physical damages and mitigation costs associated with climate change. The three most prominent models used for this are the FUND, DICE and PAGE models, apparently, and Mercer have opted for FUND. They have then produced some charts showing the difference between the damages exepcted for different levels of warming predicted by the FUND model compared to DICE:

The result of this comparison, showing lower damage estimates by the FUND model, led the modellers to “scale up” certain aspects of the output of their model to achieve greater consistency.

Both of these reports have been produced using complex models and a huge amount of data, carefully calibrated against the IPCC reports where appropriate and with full disclosure about the limitations of their work, and I am sure they will be of great help to pension scheme actuaries (although there does some to be some debate about this). However I do wonder whether as a profession we should be spending less time trying to find technical solutions in response to worse and worse options, and more time trying to head off the realisation of those sub-optimal scenarios in the first place. I also wonder whether the implicit underlying assumption about functioning financial markets and pension scheme funding is a meaningful problem to be grappled with at 3-4° above pre-industrial averages as some of this analysis suggests.

In the summary of Mark Lynas’ excellent book Six Degrees: Our Future on A Hotter Planet, the three degree increase for which damages are being estimated is expected to lead to Africa […] split between the north which will see a recovery of rainfall and the south which becomes drier […] beyond human adaptation. Indian monsoon rains will fail. The Himalayan glaciers providing the waters of the Indus, Ganges and Brahmaputra, the Mekong, Yangtze and Yellow rivers [will decrease] by up to 90%. The Amazonian rain forest basin will dry out completely. In Brazil, Venezuela, Columbia, East Peru and Bolivia life will become increasingly difficult due to wild fires which will cause intense air pollution and searing heat. The smoke will blot out the sun. Drought will be permanent in the sub-tropics and Central America. Australia will become the world’s driest nation. In the US Gulf of Mexico high sea temperatures will drive 180+ mph winds. Houston will be vulnerable to flooding by 2045. Galveston will be inundated. Many plant species will become extinct as they will be unable to adapt to such a sudden change in climate.

The [IPCC] in its 2007 report concluded that all major planetary granaries will require adaptive measures at 2.5° temperature rise regardless of precipitation rates.[and] food prices [will] soar. Population transfers will be bigger than anything ever seen in the history of mankind. [The feedback effects from the] Amazon rain forests dry[ing] out and wild fires develop[ing] [will lead] to those fires [releasing] more CO2, global warming [intensifying] as a result, vegetation and soil begin[ning] to release CO2 rather than absorb[ing] it, all of which could push the 3° scenario to a 4°-5.5° [one].

The last time the world experienced a three degree temperature rise was during the geological Pliocene Age (3 million years ago). The historical period of the earth’s history was undoubtedly due to high CO2 levels (about 360 – 440ppm – almost exactly current levels). I would suggest that our biggest problem under these conditions is not that over 50% of losses on pension scheme investments remain unhedgeable.

In his recent article for Social Europe, the unbearable unrealism of the present, Paul Mason presents two graphs. The first is the projection by the United States’ Congressional Budget Office of the ratio of debt to gross domestic product until 2048 in the United States.

The second is a chart from the IPCC showing how dramatically we need to cut CO2 emissions to avoid catastrophic and uncontrollable breakdown.

Mason feels that capitalism is too indebted to go on as normal and too structurally addicted to carbon. In his view Those who are owed the debt, and those who own rights to burn the carbon, are going to go bankrupt or the world’s climate will collapse. This feeling is echoed by George Monbiot here, where he cites a paper by Hickel and Kallis casting doubt on the assumption that absolute decoupling of GDP growth from resource use and carbon emissions is feasible and summarises some alternative approaches to the capitalism he feels no longer has the solutions.

Others dispute this, claiming that the Green New Deal is the only chance we have (here, here and here) to prevent irreversible climate change.

Whether you agree with any of these predictions or none of them, agree that we face a climate emergency or feel that is too extreme a description, it all brings me back to Kahn and Dr Strangelove. We seem to have replaced the MAD of the cold war with the MAD of climate change, except that this time we do not even have two sides who can prevent it happening by threatening to unleash it on each other. It is just us.

What we really cannot afford to be doing, via ever more complex modelling and longer and longer reports, is giving the impression that the finance industry can somehow “win” against climate change rather than joining the efforts to avert it as far as possible.

The Bullshit Alternative

30. June 2018 · Write a comment · Categories: Actuarial, Economics, Health, Legal, Prediction, Regulation

I have seen two very different pictures of the future of professional life over the last year or so. The first, which I wrote about over a year ago, was presented in The Future of the Professions by Richard and Daniel Susskind, and has been much debated since within the actuarial profession for what the implications might be for the future. In summary, the Susskinds set out two possible futures for the professions. Either:
• They carry on much as they have since the mid 19th century, but with the use of technology to streamline and optimise the way they work;
• Increasingly capable machines will displace the work of current professionals.

Their research suggests that, while these two futures will exist in parallel for some time, in the long run the second future will dominate. Indeed Richard Susskind has gone further in setting out what that future might look like for the legal profession, where he sets out future strategies for surviving in a world of increasingly capable machines as:

providing more for less (ie charging less (in particular the end of time cost fees), alternative billing arrangements such as “value billing”, making efficiencies and collaboration strategies where clients come together to share costs);
liberalising services (ie allowing a wider range of people to provide legal services); and
technology (ie online services in all of their forms to make the delivery of these cheaper, increasing use of data scraping, text mining, etc to replace what was previously done through expert judgement).

So far, so expected. The relentless increase in technological capability is bound to demand increased efficiency and leaner organisations competing ruthlessly in a pitiless market, right?

Enter an alternative vision for the future. Pointing out that we have been here before and that Keynes had speculated in 1930 that

In quite a few years – in our own lifetimes I mean – we may be able to perform all the operations of agriculture, mining, and manufacture with a quarter of the human effort to which we have been accustomed.

David Graeber, in his latest book Bullshit Jobs, points out that this never happened, despite pretty much all of the technological developments and income increases which Keynes predicted. He suggests that this future which the Susskinds are predicting is already happening in terms of needing fewer people to fill the meaningful roles within organisations but that, rather than employing fewer people, we are either creating “bullshit” jobs which even the people doing them can see no point to or bullshitizing existing roles for which the meaningful need has passed. It is as if the organisations themselves have attempted to maintain the outward appearance of the same structures by disguising the hollowing out of so many of their functions with simulated business.

It is an intriguing alternative vision of how the professional world might develop which has come in for some criticism, the most serious of which Graeber attempts to address in his book. One of the reasons he thinks the situation has been allowed to develop is that noone believed that capitalism could produce such an outcome. But that is only if you accept the rational profit maximising principle, which many economists have now abandoned as an explanation for corporate or individual behaviour. Graeber gives one particularly important example of this in the creation of Obamacare, where Barack Obama “bucked the preferences of the electorate and insisted on maintaining a private, for-profit health insurance system in America”, quoting him as follows:

“I don’t think in ideological terms. I never have,” Obama said, continuing on the health care theme. “Everybody who supports single-payer health care says, ‘Look at all this money we would be saving from insurance and paperwork.’ That represents one million, two million, three million jobs [filled by] people who are working at Blue Cross, Blue Shield or Kaiser or other places. What are we doing with them? Where are we employing them?”

So which vision of the future is more likely? I think, at the moment, there is probably more evidence for the Susskind vision, mainly because he has been working in this area for 30 years and therefore many of his predictions, such as the use of email to provide legal advice, have had time to emerge. Many of the stories in Graeber’s book ring true for me and are similar to experiences I have had at times myself, but he has only obtained 300 of them. The YouGov poll which highlighted that 37% of working adults say their job is making no meaningful contribution to the world – but most of them aren’t looking for another one, was based on a sample size of 849. There was also a similar result (in this case 40%) from a survey in the Netherlands, for which I couldn’t easily find the sample size. However this does also lend some weight to one of Graeber’s other contentions in the book that the financial industry might be considered a paradigm for bullshit job creation, as the following graph (from a working paper on this issue by Stolbova et al) shows that the Netherlands and the UK are by far the most financialised economies in the EU.

There are other parts which ring less true for me. For instance, I do not recognise the alternative “non-managerial” university exam paper production process to that shown below (which is just the academic staff sending the exam to a teaching assistant to print and the teaching assistant confirming that he/she has done so) as ever having been remotely acceptable, but this may just reflect the fact that I have been working in academia for a far shorter time than Graeber. However there is no doubt that this is an interesting and useful field of enquiry and potentially concerning for all of us trying to support our graduates in negotiating a meaningful and rewarding entry into the workplace.

There is likely to be significant disruption over the next couple of decades in how we do things and it seems likely to me that there will be many seeking to protect familiar organisational and power structures along the way, as our assumptions about what we want and how we are prepared to have it provided to us are seriously challenged in sometimes unnerving ways. Of the sustainability of these protections ultimately, I am less sure.

Bring Two Brains’ Hammer Inside the Tent

13. March 2018 · Write a comment · Categories: Cartoons, Economics, Health, Pensions

While the NHS has been asked to find £22 billion in savings by 2020, the latest figures from the Student Loans Company show that over £13 billion has been found to fund student loans for 2016/17 alone, without increasing the Government’s deficit and without appearing in the Public Sector Borrowing Requirement until some time in the 2040s. How is this possible?

The key difference is that the money the Government provides in student loans are seen as just that: loans. However, unlike any other kind of loan (and the reason that commercial banks declined to join the SLC – which was the original plan and the reason it was set up with a company structure), only between 40 and 45% is expected ever to be repaid, the repayment term is limited to a maximum of 30 years and the payments limited to a percentage of earnings above a minimum earnings threshold (which is about to increase to £25,000 pa). It is in reality a graduate tax masquerading as a loan, with the “sticker price” of £9,250 pa (which is of course a real price for overseas students) just used to ensure students don’t feel like they are paying this tax on someone else’s behalf. However the payments made by the Government since 2011 as “loans” have not led to any outcry about uncosted commitments, or passing the bill onto future generations which you might expect. Which is surprising, as it has meant that Higher Education has effectively been allowed to sidestep the austerity policies applied to just about every other Government department completely.

One might think that the architect of such a scheme would be quite popular within the Higher Education space. Far from it. Since the announcement of his appointment as the new Chancellor at the University of Leicester, the Leicester branch of the UCU has widened the campaign it is already running against the Joint Negotiating Council’s decision to close the USS pension scheme to further defined benefit accrual to embrace a #WillettsOut position. The students who occupied the corridor outside the Leicester VC’s office for two days similarly had Willetts’ removal on their list.

Apart from elements of his voting record (he was strongly in favour of an elected House of Lords and was strongly against the ban on fox-hunting. TheyWorkForYou additionally records that, amongst other things, he was strongly in favour of the Iraq War, strongly in favour of an investigation into it, moderately against equal gay rights, and very strongly for replacing Trident), the main charges against him seemed to date from an article about him in the Guardian from 2011.

Now without minimising the differences of opinion which I and many of my colleagues will clearly have with David Willetts on a wide range of issues, I do think we are in danger of surrounding ourselves with the comfortable cushions of like-minded individuals all equally in the dark about the regulatory changes in store for us and at risk of all the worst consequences of Group Think. I would therefore like to put forward an alternative view.

The University of Leicester is facing, along with the rest of the Higher Education sector, serious challenges over the coming decades in response to an expansion of the proportion of young people going to university which no political party is going to want to reverse (and which I, for one, would not want them to). David Willetts was the chief driver of much of these reforms and has a clear vision of what they are trying to achieve, set out in his book A University Education. He is currently a visiting professor at King’s College London where he works with the Policy Institute at King’s, a visiting professor at the Cass Business School, Chair of the British Science Association, a member of the Council of the Institute for Fiscal Studies and an Honorary Fellow at Nuffield College, Oxford. However his real passion is around social mobility, something which I believe is important to many of us here at Leicester, and which has led him to a role as Executive Chair of the Resolution Foundation. As a former cabinet minister and shadow cabinet minister from 1996 until 2014, Willetts is very well connected, a formidable debater and would make a fierce friend of the University, fighting Leicester’s corner in what is likely to be an increasingly challenging period.

David Willetts would undoubtedly bring significant challenge with him. Arguing with him (I watched him in debate with Stefan Collini and a variably outraged university audience at the Senate House last year) can sometimes feel like doing battle with a hammer. But it may be that this is what we need to respond successfully to the new world which is coming rather than yet another comfortable cushion to make us feel better. Let’s welcome him inside the tent.

Is reasonable and appropriate good enough?

15. January 2018 · Write a comment · Categories: Actuarial, Health, Regulation

This work is licensed under a Creative Commons Attribution-NonCommercial 2.5 License.
https://xkcd.com/927/

Actuaries who are members of the Institute and Faculty of Actuaries (IFoA) have a code. Yes, one or two clients might say, it is the language which they use to deliver all of their advice in. However, the Actuaries’ Code is supposed to set out what principles govern the way actuaries (and all other members of the IFoA) conduct themselves. Launched originally in 2009 with 5 key principles, it had a light touch review in 2013 before the current consultation on a more substantive review (including a new principle). Anyone who has a view about how actuaries should behave in future can take part in this consultation, which officially closes on 17 January (although I understand that responses will be accepted for a few days after this). You don’t need to answer all of the 48 questions, in fact you can just email individual comments to code@actuaries.org.uk if you prefer. I would urge anyone with an interest to do so.

Overall it is clearly a very considered piece of work, which has caused me to think more deeply about some elements of my professional practice. The Code itself is considerably clearer than it was, removing unnecessary detail, improving the visibility of other key regulatory requirements (eg continuing professional development (CPD) obligations and the disclosure requirements under the disciplinary scheme) and structured well with very short pithy principles supplemented by amplifications (and, if necessary, further explanations in an accompanying Guide). The Actuaries’ Code Guide is a completely new document designed to explain the Code in more detail. It is currently 48 pages long, which has caused some to feel that the advantages of having a Code short enough for everyone to read may have been lost. Then again, moving the 22 pages of it which cover conflicts of interest to a separate document (which I understand is under consideration) would leave a fairly focused document. I think a Guide of some description is necessary, if only to bridge the gap between the Code and other regulations. I do however agree with those who have said the Guide should not be an IFoA document at all, to avoid any perception of a regulatory authority it does not seek.

So, all in all, a good attempt to join up the various regulations governing actuaries’ professional practice.

And yet…it may not be a light touch review, but it’s not exactly heavy touch either.

The first thing that concerns me is what is not here. Both the Code and the Guide appear to be almost entirely concerned with actuarial advice, when there is an increasingly significant body of work carried out by actuaries, particularly in non-traditional areas, which is not advice to clients at all. I work in education, where I am making judgements based at least in part on my actuarial training all the time, but I have to work quite hard to cudgel some of this wording into phrases relevant to me (I think my favourite line is Where Members identify that a user of their work has, or is reasonably likely to have, misunderstood or misinterpreted their advice, Members should draw their attention to any adverse impact, which describes an almost constant state of affairs within a university environment).

There is also nothing here about responding to the impact of automation on the profession. There are many concerns which flow from this, but consider one scenario: increasingly capable artificial intelligence systems, with access to far more data than any individual doctor could possibly take into consideration in making a diagnosis, will be able to offer advice and treatments to patients with better outcomes than even the top practitioners in a given field, and with far more reliable outcomes. According to Daniel Susskind, this is already starting to happen. However, as Cathy O’Neill points out, this increased reliability has immediate outcomes in a health insurance environment:

Just imagine, though, what insurance companies will do with the ability to better predict people’s health care costs. If the law allows, they will increase prices for the riskiest customers to the point where they can’t afford it and drop out, leaving lots of relatively healthy people paying more than they’re expected to cost. This is fine from the perspective of the insurer, but it defeats the risk-pooling purpose of insurance. And in a world of increasingly good predictive tools, it will get progressively worse.

If we do not have any principles in our Code which require us to take account of such considerations, and a direction of travel of increased privatisation of the NHS, what is to stop us actively conniving in such an outcome?

A principle like run your business or carry out your role in the business in a way that encourages equality of opportunity and respect for diversity would be one possibility (courtesy of the code of conduct from the Solicitors Regulation Authority). Another possible approach would be to require individual members to take account of the public interest, using the same professional judgement required to interpret the rest of the Code. It is therefore unfortunate that the IFoA should also have taken this opportunity to point out to members that they have no individual responsibility for such considerations. I strongly disagree with this, a move which was initially a response to the appeal against the ruling against the Phoenix Four. An appeal tribunal that overturned eight of the charges levied against Deloitte criticised the ICAEW for the lack of clarity in its guidance about how accountants should act in the public interest. It seems appalling to me that we would retreat from taking individual responsibility in this area altogether on the back of this.

But what about the new principle that has been added: Speaking Up? There has been some discussion about whether the requirement to speak up has been widened by the phrase Members should challenge others on their non-compliance with relevant legal, regulatory and professional requirements. I am not sure that this will lead to a large increase in whistleblowing in the profession, but I do think that the principle expresses expectations of members much more clearly now and this may have an impact on behaviour. What it doesn’t do is broaden the considerations under which speaking up can take place.

However I think the biggest weakness of the new Code, which undoes a lot of the clarity found elsewhere, may turn out to be the extensive use of just two words. “Appropriate” or “appropriately” turn up four times and the words “reasonable” or “reasonably” nine times. This suggests a shared view of the meaning of these words which I would question exists in a Code which “has no geographic restrictions and applies to Members in all locations and in relation to work carried out in respect of any part of the world”. The IFoA feels it knows what these words mean and doesn’t need to explain them. I think that individual professional judgement would be better applied to interpreting on a daily basis a clear description of what the IFoA means by appropriate and reasonable. That would certainly lead to a narrower range of outcomes, which ultimately has to be the point of any Code.

We are paying too much attention to the wrong actuaries’ index

03. September 2017 · Write a comment · Categories: Actuarial, Climate Change, Economics, Health, Prediction, Risk

The FTSE All-Share Index, originally known as the FTSE Actuaries All Share Index, along with the FTSE 100, represent nearly all of the market capitalisation and the top 100 companies by size listed on the London Stock Exchange respectively. They are mentioned in all BBC news bulletins. When they go up, we all feel better. When they go down, they are seen as portents of doom.

Let me show you a different actuaries’ index instead:

Figure 1 shows the ACI and each of the components. The composite ACI represents the average of the six components (with sign of change in cool/cold temperatures reversed). The ACI is increased by reduction in cold extremes, consistent with increased melting of permafrost and increased propagation of diseases, pests, and insects previously less likely to survive in lower temperatures. A positive value in the ACI represents an increase in climate-related extremes relative to the reference period.

The threat of climate change is real, independent of speculative trading and the news media cycle, and increasing with each degree of warming we are unable to stop. Alongside this are the increasing risks of extreme weather events, which is most neatly described for North America currently by the Actuaries Climate Index. This focuses on six components in particular which have the most impact on human societies:

Frequency of temperatures above the 90th percentile (T90);
Frequency of temperatures below the 10th percentile (T10);
Maximum rainfall per month in five consecutive days (P);
Annual maximum consecutive dry days (D);
Frequency of wind speed above the 90th percentile (W); and
Sea level changes (S).

It then tracks them all over time, as shown in the graph above.

It seems clear to me that we should be reacting much less to the booms and busts of economic cycles and much more to climate-related threats. This is for two main reasons:

1. More people are at threat of death or injury as a result of climate change than even the 2008 crash in our financial systems. The World Health Organisation (WHO) predicts that, between 2030 and 2050, climate change is expected to cause approximately 250,000 additional deaths per year, from malnutrition, malaria, diarrhoea and heat stress. However, the additional deaths are already here. Taking just two examples from the WHO:

In the heat wave of summer 2003 in Europe for example, more than 70,000 excess deaths were recorded, with the frequency of such events steadily increasing.
Globally, the number of reported weather-related natural disasters has more than tripled since the 1960s. Every year, these disasters result in over 60,000 deaths, mainly in developing countries, which means that 40,000 of those deaths pa can already be directly attributed to climate change.

On the other hand, the 500,000 additional cancer deaths and 10,000 additional suicide deaths since 2008 cannot be attributed directly to the 2008 crash, as the analysis shows. These are more a result of the austerity policies which have been applied since 2008. Unnecessarily.

Climate change on the other hand does not care whether we react to it or not. It will relentlessly change the chemistry and biology of everything around us as the Earth and the inhabitants of the Earth adapt. We may survive it, in reduced numbers, or we may not. The Earth does not care. Responding to the threat will not make more climate-related events happen unless our response is to, by and large, ignore it.

2. One depends on the other. We cannot base our economies on a FTSE-led GDP-growth-at-all-costs model because it is not physically possible to maintain it without losing the environment from which our growth originates. As Finbarr Livesey points out in his excellent From Global to Local, the circular economy which the overwhelming consensus of studies show would increase employment and contribute to economic growth is taking a long time to arrive. In Europe, where we consume around 16 tonnes of stuff each per year, figures from Siemens in 2016 suggest that 95% of it and its energy value is lost through the life cycle of the products themselves. As Kate Raworth and others have pointed out, we need to focus on different measures of success if we are going to direct our economies in a more sustainable, less volatile and doom-laden direction.

There are plans to extend the Actuaries Climate Index to Europe (including the UK in this instance!), with a recent feasibility study concluding “that the prospects for constructing an analogue to the Canada-US ACI over the European region are promising”. I hope we see such an index soon, because, as Randall Munroe illustrates here, we have not been here before.

I look forward to the day when a new global actuaries’ climate index is on every news bulletin, making us feel better when it goes down and seeing any rise as a portent of doom. Because this time it really would be.

What if we made the State Pension Age irrelevant?

19. August 2017 · Write a comment · Categories: Actuarial, Cartoons, Health, Pensions, Regulation

There has been a lot written about the State Pension Age (SPA) in the UK in the last year. This was primarily because the UK Government has been carrying out its first periodic review of the SPA. John Cridland was asked to carry out an independent review of the State Pension Age, which reported in March this year with over 150 responses received and 12 recommendations made plus a proposal for an auto enrolment review. This was followed by the Secretary of State for Work and Pension’s report on the first Government review of State Pension age, as required under the Pensions Act 2014 last month, in which Cridland’s central recommendations on the timetable for SPA change were accepted, ie:

The State Pension age should continue to be universal across the UK, increasing over time to reflect improvements in life expectancy.
The State Pension age should increase to age 68 between 2037 and 2039.
The State Pension age should not increase by more than one year in any 10-year period (assuming there are
no exceptional changes to the data used).
Individuals should get 10 years’ notice of any new changes to State Pension age.

However the report was noticeably silent about Cridland’s other recommendations, including:

that means-tested access to some pension income will remain at 67 and will continue to lag a year behind for rises thereafter.
that the conditionality under Universal Credit should be adjusted for people approaching State Pension age, to enable a smoother transition into retirement.
supporting working past State Pension age
to do more to help carers in the workplace:
the provision of a Mid-life MOT
support for the use of older workers as trainers

Other commentators have given their analysis, some, like the Work and Pensions Parliamentary Select Committee, have pointed out that many people will not live to see the new SPA, something rather lost in the massive groupings Cridland referred to where the lowest average was across a group titled “Routine”. These were described as socio-economic groupings but seemed in reality to be more occupational. There is some reference to healthy life expectancy, but no attempt to quantify how this varies by population. It therefore gives the rather misleading average of around 10 years of healthy life expectancy at age 65 for both men and women.

Contrast this with the Office of National Statistics’ (ONS) rather more comprehensive look at the subject and, in particular, these graphs:

The graphs are more encouraging for women in terms of life expectancy, but no more encouraging for healthy life expectancy.

Other commentators such as the OECD have suggested that the top 5-10% wealthiest stop receiving it altogether to allow it to be more generous for everyone else. The most prominent actuarial view so far has probably come from Paul Sweeting, who proposes a means tested approach to paying state pension which allows the pace of SPA increase to be slower but at the same cost. While I share most of Paul’s analysis of the problem, I do not share his conclusion that the only solutions are faster increases to the State Pension Age, or means testing. My problems with means testing as opposed to universal benefits boil down to two main objections:

People will not contribute to other savings vehicles if they think these will just reduce benefits elsewhere. This was how the Minimum Income Guarantee killed the Stakeholder Pension.
Many people do not claim means tested benefits which they are entitled to. Whether through pride or fear of the dauntingly long forms the DWP produce for any claimed benefit or a combination of the two, a study in 2003 indicated that 1 in 6 people did not claim benefits representing over 10% of their total income.

I therefore think there has to be another way, and I think it might be a form of universal basic income (UBI). Compass have produced one of the more recent reports on the feasibility of this, and there are many different forms, with full schemes or pilots now running mainly at a regional level at present in the United States, Canada and India amongst other countries.

The basic features of most of these schemes are that the personal allowance is abolished in favour of a regular income paid to everyone, perhaps with different rates at different ages but not means tested. Different schemes make different adjustments to existing taxes and maintain different combinations of existing benefits, both means tested and universal. Compass have modelled five possible schemes, and believe that paying a lower UBI but leaving in place the current means-tested benefits system while reducing households’ dependence on means testing by taking into account their UBI when calculating them may be a feasible way forward.

The main arguments for a UBI approach are:

it would directly address most of the inequality of outcomes discussed above, particularly the decile likely to be condemned to 18 years of work in ill health and a retirement of 4 years by 2037 unless both their life expectancy and healthy life expectancy increase, at exactly the time when both appear to be slowing (at the 0.4 months pa rate of improvements since 2011, these expectancies would only have increased by 8 months by 2037)
by providing a guaranteed minimum income, the safety net we provide as a society would be much more robust, and that reducing the reliance on means testing would tackle the problems of take up and the inevitable poverty traps which means testing creates
people could choose to work less and have more time for other things (although previous experiments suggest this number would be small), alternatively it would make retraining much easier
people would have more bargaining power in the labour market, which is clearly problematic in the UK in particular, with the stagnation of real wages for a considerable period now

Many people think their jobs are useless and that they are trapped in them with no marginal income to let them transition to something more meaningful. Neither does it seem as if getting everyone into work is good for us physically, further exacerbating the healthy life expectancy problem at lower deciles.

I am therefore surprised that there is not more research into feasible UBI schemes. The reference section at the back of the Compass report was shorter than that in many of my 3rd year undergraduate dissertations, and yet it is clearly an area in urgent need of some modelling. Anyone out there fancy joining me in a working party to look at this?

If providing risk information is ineffective in changing behaviour, why do we do so much of it?

22. July 2017 · Write a comment · Categories: Actuarial, Health, Regulation, Risk

Oceanic whitetip shark. (2014, August 29). Wikipedia, The Free Encyclopedia. Retrieved
11:13, July 22, 2017
from https://simple.wikipedia.org/w/index.php?title=Oceanic_whitetip_shark&oldid=4875771.

Changing people’s behaviour is hard. Even if we have agreed that it needs to change, actually acting on this new knowledge is hard enough, but getting that agreement in the first place by shifting our beliefs is even harder.

It gets worse. The research suggests that providing risk information is ineffective in changing behaviour. You might need to read that again before it sinks in: risk information is ineffective in changing behaviour.

Professor Theresa Marteau, Director of the Behaviour and Health Research Unit at the University of Cambridge, and her team have been looking at the four behaviours responsible for the majority of premature deaths worldwide: smoking, eating too much, drinking too much (alcohol) and moving too little. The original focus of their work concerned how people responded to genetic test results indicating a greater predisposition to diabetes, cancer and other diseases. What they found is that the genetic test may get someone past the first barrier, ie agreeing that they need to change their behaviour, but not the second part, ie actually doing it.

As Marteau says: Few of us would swim in waters signed as shark-infested. On the other hand, when the risk of future disease is up against the pleasures of current consumption, it doesn’t tend to compete very well. Marteau summarises their findings as follows:

Put simply, we overestimate how much our behaviour is under intentional control and underestimate how much is cued by environment.

In my view, this research is directly applicable to the financial services industry and explains a lot of behaviours which have up until now often been considered as separate rather than related problems, eg:

The failure of consumers to shop around adequately in the annuities and investment markets (we know we should but get easily discouraged by the difficulty of the process);
The stampede to take transfer values out of defined benefit pension schemes (the possibility of immediate consumption trumping deferred gains); and
The surge in the tax take at HMRC caused by people removing all of their cash from defined contribution pension schemes (same again).

Turning to my own profession for a moment, and looking on the Become an actuary part of the Institute and Faculty of Actuaries website, we find: Actuaries use their skills to help measure the probability and risk of future events. A little further on we find: It is essential that actuaries have excellent communication skills to enable them to communicate actuarial ideas to non-specialists in a way that meets the needs of the audience.

So, in a nutshell, producing risk information and then communicating it.

As a pensions actuary, I spent most of my time overseeing calculations which underpinned reports to clients which I would then summarise in presentations in order to get them to move a little bit further towards fully funding their pension schemes than where they were starting from. And then we had to condense the whole of that process into a single meeting where we tried to persuade the people who were actually doing the funding as part of the negotiation of the final deal. While, unconsciously, I am sure that just my presence was having some kind of placebo or nocebo effect, all of my conscious effort was directed on providing risk information and communicating it.

And actuaries are not alone in focusing on the provision of risk information as the most important element in guiding consumer behaviour. From the Financial Conduct Authority’s Retail Distribution Review, to the Pensions Advisory Service and Pension Wise, we are obsessed with it.

However if we are going to really change behaviour in response to the many risks these consumers face, we need to be spending much less time on producing risk information (which coincidentally may be done for us in the future by increasing capable machines anyway)and much more time focusing on the design of the financial environment we all operate within.

But if changing the environment is so much more effective for changing behaviour, perhaps what we need is a framework of standardised definitions to characterise any interventions we make. Fortunately the social scientists are way ahead of us on this and have produced just such a framework. TIPPME (typology of interventions in proximal physical micro-environments) has been developed and demonstrated by applying it to the selection, purchase and consumption of food, alcohol and tobacco. As the authors state: This provides a framework to reliably classify and describe, and enable more systematic design, reporting and analysis of, an important class of interventions. This then allows evidence to be collected into what works and what doesn’t in changing behaviour across populations.

Our physical health and what interventions cause us to look after it better are thought sufficiently important for a coordinated approach to designing the risk environment, rather than the piecemeal legislation and partial solutions offered by commercial providers we have had to date, to be worthwhile. I would suggest that our financial health needs to be given similar consideration. This looks like a promising way forward that could result in truly evidence-based financial regulation, with the prospect of lasting change to the way we help consumers navigate a path through the financial seas. Far away from the sharks.

Pensions and the Zombie Apocalypse

12. March 2017 · Write a comment · Categories: Actuarial, Demographics, Economics, Health, Pensions

If the models are correct we are heading for a Zombie Apocalypse

Let’s forget the strapline of this blog for a moment and assume that the models are correct. The Pension Protection Fund (PPF) is targeting “self-sufficiency” by 2030, ie no more levies from sponsors of pension schemes required for it to independently fund all the future benefits of every scheme member whether they are already in the PPF or going to end up in it with only the insufficient assets their former employers allocated to their former pension schemes for company. BHS has concluded a very high profile deal in the last couple of weeks to set up a new self-sufficient scheme for its former employees. The Universities Superannuation Scheme (USS) has proposed a funding plan which targets self-sufficiency less a “covenant” (ie amount of money feasible to get out of the university sector in the future) by 2031. John Ralfe mentioned a few other examples in his article from 2015.
These are schemes which have been dubbed “zombie” schemes on the basis that they are basically dead, with no new money or new members coming in, but nevertheless dragging themselves along the floor year after year until all of their members have stopped twitching.
What does the UK pensions world look like in 2030? Well according to various sources:
• UK population will have increased to 70.6 million (assuming Scotland and Northern Ireland are still in it) with 21.4% of them over the age of 65 (S&P)
• Credit rating of UK will have fallen to A, with a further fall to BBB by 2035 assuming no change in economic policy (also S&P)
• Average life expectancies at birth in UK would be over 85 for women and 82.5 for men (Imperial College and WHO)
• Benefit outgo from defined benefit pension schemes is £100 billion more than contribution income pa (Hymans Robertson)

This does not sound like a happy place for our zombies to be negotiating with the occasional limb getting torn off as multiple doors are slammed in their faces. Although the self-sufficiency route is now a common approach amongst large schemes, it is largely untested. No scheme as far as I am aware has actually managed to run in a self-sufficient manner for any appreciable length of time, whereas the more expensive buy out route (where the benefits for members are purchased in the form of contracts with an insurer) is by comparison well established.

So off into this volatile landscape our zombies will be let loose, trying to run themselves like little insurance companies, but without the scale or diversification or experience which makes insurers (mostly) survive for long periods. However that better track record comes at a price which schemes are currently reluctant to pay. There is a good chance that this experiment will not end well.

My guess for 2030? That the volatile landscape will have claimed some casualties amongst the self-sufficient zombies and put them into the PPF with much bigger deficits than if they had gone there straight away. And then all the other zombies will T-U-R-N A-R-O-U-N-D V-E-R-Y S-L-O-W-L-Y and follow them there. At which point the PPF will realise that they are undead no longer.

We Know Zero