Category: Monetary and Financial Institutions

Climate change – a central banking perspective

A BIS paper titled “Green Swan 2 – Climate change and Covid-19: reflections on efficiency versus resilience” initially caught my attention because of the reference to the tension between efficiency versus resilience. This tension is, for me at least, one of the issues that has tended to be ignored in the pursuit of growth and optimised solutions. The papers mainly deal with the challenges that climate change creates for central banks but I think there are also some insights to be drawn on what it means for bank capital management.

A core argument in the paper is that challenges like climate change and pandemics ….

“… require us to rethink the trade-offs between efficiency and resilience of our socio-economic systems … one way to address this issue is to think about buffers or some necessary degree of redundancy for absorbing such large shocks. Countries build FX reserves, banks maintain capital buffers as required by regulators, and so on. Perhaps similar “buffers” could be used in other areas of our societies. For example, could it be time to reassess our production systems, which are meant to be lean and less costly for maximum efficiency?”

The paper draws on a (much longer and more technical) BIS research paper titled “The green swan: Central banking and financial stability in the age of climate change”. Both papers contain the usual caveat that the views expressed do not necessarily reflect those of their respective institutions. With that warning noted, this post draws on both papers to make some observations about what the papers say, and what this means for bank capital management.

There is a lot of content in the combined papers but the points that resonated the most with me were

  1. Climate change shares some of the features of a Black Swan event but is better thought of a distinct type of risk which the authors label a “Green Swan”.
  2. Green swan problems are created in part by choices we have made regarding the value of efficiency over resilience – part of the solution lies in rethinking these choices but this will not be easy.
  3. Climate change is a “collective action” problem which cannot be addressed by individual actors (including banks) operating independently – market based solutions like a carbon price may also be insufficient to bring about a solution that does not involve an unacceptable level of financial disruption.
  4. Scenario analysis (including stress testing) appears to be one of the better tools for dealing with climate change and similar types of risk – but it needs to be used differently (by both the supervised and the supervisors) from the way it is applied to conventional risks.

I am not an expert on climate change modelling, but Chapter 3 of the second paper also has what looks to be a useful overview of the models used to analyse climate change and how the outputs of these models are used to generate economic impacts.

Black, white and green swans

Climate change clearly operates in the domain of radical uncertainty. As such it shares some common elements with “black swan” events; in particular the fact that conventional risk models and analysis are not well suited to measuring and managing the potential adverse impacts. It is equally important however to understand the ways in which climate change differs from a classic black swan event. There is a longer list but the ones that I found most relevant were:

  1. Predictability – Black Swans are, by definition, not predictable whereas the potential for adverse Climate Change outcomes is well understood even if not universally accepted. The point is that understanding the potential for adverse impact means we have a choice about what to do about it.
  2. Impact – Black Swan events can have substantial impacts but the system can recover (e.g. the GFC has left a lasting impact but economic activity did recover once the losses were absorbed). The impacts of climate change, in contrast, may be irreversible and have the potential to result in people dying in large numbers.

Given the conceptual differences, the authors classify Climate Change as a distinct form which they label a “Green Swan”. To the best of my knowledge, this may be the first time the term has been used in this way. That said, the general point they are making seems to be quite similar to what other authors have labelled as “Grey Rhinos” or “Black Elephants” (the latter an obvious allusion to the “elephant in the room”, a large risk that is visible to everyone but no one wants to address).

A typology of swans
  • A typology of Swans: similarities and differences – BIS Green Swan 2 – Climate change and Covid-19: reflections on efficiency versus resilience
Categorising climate risk

The papers distinguish two main channels through which climate change can affect financial stability – physical risks and transition risks.

Physical risks are defined as

… “those risks that arise from the interaction of climate-related hazards […] with the vulnerability of exposure to human and natural systems” (Batten et al (2016)). They represent the economic costs and financial losses due to increasing frequency and severity of climate-related weather events (eg storms, floods or heat waves) and the effects of long-term changes in climate patterns (eg ocean acidification, rising sea levels or changes in precipitation). The losses incurred by firms across different financial portfolios (eg loans, equities, bonds) can make them more fragile.

Transition risks are defined as those

“… associated with the uncertain financial impacts that could result from a rapid low-carbon transition, including policy changes, reputational impacts, technological breakthroughs or limitations, and shifts in market preferences and social norms.

A rapid and ambitious transition to lower emissions, for example, would obviously be desirable from the perspective of addressing climate change but might also mean that a large fraction of proven reserves of fossil fuel cannot be extracted, becoming “stranded assets”. The write down of the value of these assets may have potentially systemic consequences for the financial system. This transition might occur in response to policy changes or by virtue of some technological breakthrough (e.g. problem of generating cheap energy by nuclear fusion is solved).

Efficiency versus resilience

I started this post with a quote from the first (shorter) paper regarding the way in which the Covid 19 had drawn attention to the extent to which the pursuit of efficiency had made our economies more fragile. The paper explores the ways in which the COVID 19 pandemic exhibits many of the same features that we see in the climate change problem and how the global response to the COVID 19 pandemic might offer some insights into how we should respond to climate change.

The paper is a useful reminder of the nature of the problem but I am less confident that it offers a solution that will work without some form of regulation or public sector investment in the desired level of redundancy. The paper cites bank capital buffers introduced post GFC as an example of what to do but this was a regulated outcome that would most likely not be acceptable for non-financial companies in countries that remain committed to free market ideology.

The Economist published an article on this question that offered numerous examples of similar problems that illustrate the propensity of “humanity, at least as represented by the world’s governments … to ignore them until forced to react” .

Thomas Friedman’s article (“How we broke the world”) is also worth reading on this question …

If recent weeks have shown us anything, it’s that the world is not just flat. It’s fragile.

And we’re the ones who made it that way with our own hands. Just look around. Over the past 20 years, we’ve been steadily removing man-made and natural buffers, redundancies, regulations and norms that provide resilience and protection when big systems — be they ecological, geopolitical or financial — get stressed. We’ve been recklessly removing these buffers out of an obsession with short-term efficiency and growth, or without thinking at all.

The New York Times, 30 May 2020
Managing collective action problems

The second paper, in particular, argues that it is important to improve our understanding of the costs of climate change and to ensure that these costs are incorporated into the prices that drive the resources we allocate to dealing with the challenge (e.g. via a carbon price or tax). However one of its key conclusions is that relying on markets to solve the problem is unlikely to be sufficient even with the help of some form of carbon price that reflects a more complete account of the costs of our current carbon based economy.

In short, the development and improvement of forward-looking risk assessment and climate- related regulation will be essential, but they will not suffice to preserve financial stability in the age of climate change: the deep uncertainty involved and the need for structural transformation of the global socioeconomic system mean that no single model or scenario can provide sufficient information to private and public decision-makers. A corollary is that the integration of climate-related risks into prudential regulation and (to the extent possible) into monetary policy would not suffice to trigger a shift capable of hedging the whole system again against green swan events.

The green swan: Central banking and financial stability in the age of climate change; Chapter 5 (page 66)
Using scenario based methodologies to assess climate related risks

Both papers highlight the limitations of trying to measure and understand climate change using conventional probability based risk management tools. The one area they do see as worth pursuing is using scenario based approaches. This makes sense to me but it is also important to distinguish this kind of analysis from the standard stress testing used to help calibrate capital buffers.

The standard application of stress testing takes a severe but plausible macro economic scenario such as a severe recession and determines what are the likely impacts on capital adequacy ratios. This offers a disciplined way of deciding how much capital surplus is required to support the risk appetite choices a bank has made in pursuit of its business objectives.

A simplistic application of climate based stress testing scenarios might take the same approach; i.e. work out how much the scenario impacts the capital and ensure that the buffer is sufficient to absorb the impact. That I think is not the right conclusion and my read of the BIS papers is that they are not advocating that either. The value of the scenario based modelling is to first get a handle on the size of the problem and how exposed the bank is to it. A capital response may be required but the answer may also be to change the nature of your exposure to the risk. That may involve reduced risk limits but it may also involve active participation in collective action to address the underlying problem. A capital management response may be part of the solution but it is far from the first step.

Conclusion

I have only scratched the surface of this topic in this post but the two papers it references are worth reading if you are interested in the question of what climate change, and related Green Swan or Black Elephant problems, mean for the banking system and for central banking. There is a bit more technical detail in the appendix below but it is likely only of interest for people working at the sharp end of trying to measure and manage the problem.

I want to dig deeper into the question of how you use stress testing to assess climate change and related types of risk but that is a topic best left for another post.

Tony – From the outside

Appendix – Modelling the impacts of climate change

Section 3 of the longer paper (“Measuring climate-related risks with scenario-based approaches”) discusses the limitations of the models that are typically used to generate estimates of the ecological and financial impacts of climate change scenarios. There is plenty of material there for climate sceptics but it also assists true believers to understand the limits of what they can actually know and how coming to terms with the radical uncertainty of how climate change plays out shapes the nature of our response.

I have copied some extracts from the chapter below that will give you a flavour of what it has to say. It is pretty technical so be warned …

“… the standard approach to modelling financial risk consisting in extrapolating historical values (eg PD, market prices) is no longer valid in a world that is fundamentally reshaped by climate change (Weitzman (2011), Kunreuther et al (2013)). In other words, green swan events cannot be captured by traditional risk management.

The current situation can be characterised as an “epistemological obstacle” (Bachelard (1938)). The latter refers to how scientific methods and “intellectual habits that were useful and healthy” under certain circumstances, can progressively become problematic and hamper scientific research. Epistemological obstacles do not refer to the difficulty or complexity inherent to the object studied (eg measuring climate-related risks) but to the difficulty related to the need of redefining the problem”

Page 21

nothing less than an epistemological break (Bachelard, 1938) or a “paradigm shift” (Kuhn (1962)) is needed today to overcome this obstacle and more adequately approach climate-relate risks (Pereira da Silva (2019a)).

In fact, precisely an epistemological break may be taking place in the financial sector: recently emerged methodologies aim to assess climate-related risks while relying on the fundamental hypothesis that, given the lack of historical financial data related to climate change and the deep uncertainty involved, new approaches based on the analysis of prospective scenarios are needed. Unlike probabilistic approaches to financial risk management, they seek to set up plausible hypotheses for the future. This can help financial institutions integrate climate-related risks into their strategic and operational procedures (eg for the purpose of asset allocation, credit rating or insurance underwriting) and financial supervisors assess the vulnerability of specific institutions or the financial system as a whole

Climate-economic models and forward-looking risk analysis are important and can still be improved, but they will not suffice to provide all the information required to hedge against “green swan” events.

As a result of these limitations, two main avenues of action have been proposed. We argue that they should be pursued in parallel rather than in an exclusive manner. First, central banks and supervisors could explore different approaches that can better account for the uncertain and nonlinear features of climate-related risks. Three particular research avenues (see Box 5 below) consist in: (i) working with non- equilibrium models; (ii) conducting sensitivity analyses; and (iii) conducting case studies focusing on specific risks and/or transmission channels. Nevertheless, the descriptive and normative power of these alternative approaches remain limited by the sources of deep and radical uncertainty related to climate change discussed above. That is, the catalytic power of scenario-based analysis, even when grounded in approaches such as non-equilibrium models, will not be sufficient to guide decision-making towards a low-carbon transition.

As a result of this, the second avenue from the perspective of maintaining system stability consists in “going beyond models” and in developing more holistic approaches that can better embrace the deep or radical uncertainty of climate change as well as the need for system-wide action (Aglietta and Espagne (2016), Barmes (2019), Chenet et al (2019a), Ryan-Collins (2019), Svartzman et al (2019)). 

Pages 42 – 43

Embracing deep or radical uncertainty therefore calls for a second “epistemological break” to shift from a management of risks approach to one that seeks to assure the resilience of complex adaptive systems in the face of such uncertainty (Fath et al (2015), Schoon and van der Leeuw (2015)).38 In this view, the current efforts aimed at measuring, managing and supervising climate-related risks will only make sense if they take place within a much broader evolution involving coordination with monetary and fiscal authorities, as well as broader societal changes such as a better integration of sustainability into financial and economic decision-making.

Page 48

Debt jubilees revisited

I flagged a post by Michael Reddell (Croaking Cassandra) on the (admittedly wonky) topic of debt jubilees. This is not a general interest topic by any means but I am interested in economic history and the role of debt in the economy in particular so this caught my interest.

Michael has returned to the topic here focussing on a book by Michael Hudson titled “… and forgive them their debts: Lending, Foreclosure and Redemption from the Bronze Age Finance to the Jubilee Year” and a call by Steve Keen calling for widespread government funded debt forgiveness as part of the response to the COVID 19 recession. Michael is not a fan of the idea and I think sets out a quite good summary of the case against a modern debt jubilee.

I have copied a short extract from his post here

Keen, for example, emphasises the high level of housing debt in countries like New Zealand and Australia.  But it is mostly a symptom not of hard-hearted banks but of governments (central and local) that keep on rendering urban land artificially scarce, and then –  in effect –  compelling the young to borrow heavily from, in effect, the old to get on the ladder of home ownership.   I count that deeply unconscionable and unjust.  But the primary solution isn’t debt forgiveness –   never clear who is going to pay for this –  but fixing the problem at source, freeing up land use law.  The domestic-oriented elites of our society might not like it –  any more than their peers in ancient Mesopotomia were too keen on the remission –  but that is the source of the problem.  Fix that and then there might be a case for some sort of compensation scheme for those who had got so highly-indebted, but at present –  distorted market and all –  the highly indebted mostly have an asset still worth materially more (a very different situation from a subsistence borrowing in the face of extreme crop failure).

… and you can read the whole post here.

Michael has I think some good points to make regarding the causes of escalating housing debt. One thing he does not cover is the extent to which direct bail outs and extraordinary monetary policy support has contributed to the escalating level of debt. This is a huge topic in itself but I suspect that some of the increasing debt burden can be attributed to the fact that we have chosen not to allow debts to be written down or restructured in previous crises. I think there were legitimate reasons for not imposing losses on bank debt during the GFC but the subsequent development of a “bail-in” capacity should mean that bank supervisors and the government will have a better set of choices in the next banking crisis.

Tony – From The Outside

Talking about a debt jubilee

This might be post for the super wonks but Michael Reddell (Croaking Cassandra) is debating with Steve Keen on the merits of writing down the value of debt under what is known as a debt “jubilee”. For those unfamiliar with the term, Michael offers a short summary including a link to the passage in the Old Testament where the practice appears to have started.

“In the Western tradition, the idea of the year of jubilee comes to us from the Old Testament. The idea was to avoid permanent alienation of people from their ancestral land – in effect, land transfers were term-limited leases, and if by recklessness or bad luck or whatever people lost their land it was for no more than fifty years. In the fiftieth year – the Year of Jubilee – all would be restored: land to the original owners and hired workers could return to their land. It wasn’t a recipe for absolute equality – the income earned wasn’t returned etc – but about secure long-term economic and social foundations.”

My understanding is that the process was a lot simpler in biblical times in part because all the players knew that the write-down would occur (and so adjusted their lending behaviour accordingly) and also because the debt was owed, for the most part, to the King and the political elite associated with the King. From my reading, this was not just an act of generosity on the part of the King. Michael refers to its place in securing the economic and social foundations of the kingdom which included the capacity to raise an army from the population when required.

If you are interested then you can read his whole post here …

A debt jubilee? https://croakingcassandra.com/2020/04/30/a-debt-jubilee/

Who gets the money?

Matt Levine’s “Money Stuff” column (23 April 2020) has some interesting observations commenting on which bank customers received the money the U.S. government made available under its Paycheck Protection Program. The column’s headline focus is developments in the oil market, which is worth reading in its own right, but the bank commentary is further down under the subheading “PPP”.

You can find the column here but there are a couple of extracts below that give you the basic thrust of his comments …

The U.S. government is distributing free money to small businesses so that they can stay afloat, and keep paying workers, during the coronavirus shutdown. It is doing this through the Paycheck Protection Program, in which banks lend the money to small businesses, and then the government (the U.S. Small Business Administration) pays back the loans if the businesses use the money for payroll. This is, broadly speaking, sensible. I once wrote about it:

It is a public-private partnership that plays to each side’s strengths. Banks are, precisely, in the business of vetting applications from local restaurants, examining their financial records and deciding how much money they need. The government, meanwhile, is best equipped to generate magical quantities of money. The banks do something recognizably bank-like—market and underwrite small-business loans—and the government transforms them into magical free money.

Matt Levine, Bloomberg “Money Stuff” column, 23 April 2020

Matt goes on to offer his perspective on the strengths of the program, some of the practical issues of execution but also its potential unintended outcomes

That’s the idea. But if you are enlisting banks to run your program, you are going to get … banks. Like, the banks are going to behave in recognizably bank-like ways while they are doing the bank-like job of handing out the loans. Some of that will be good: You want the banks to check that the small businesses exist and aren’t stealing the money and so forth. Some of it will be good-ish, or debatable: You want the banks to check that the documents are all in order and that the loans match the businesses’ actual financial needs, but you don’t want them to spend so much time checking that the businesses never get their money.

And some of it will be … not exactly bad, necessarily, but at least unrelated to the goals of the program.

I don’t have any insight on whether these big American banks are guilty as charged, or indeed guilty at all. Matt is I think open minded and simply presenting the facts but it is something worth watching as the COVID 19 crisis plays out. As a general observation, I feel like the Australian banks have for the most part made extra (if not extraordinary) efforts to do the right thing by both their customers and the community at large. I am of course a (now semi retired) banker so that colours my observation but, as an ongoing bank shareholder, I expect to be feeling some of the impact of the forbearance in upcoming dividend payments and see that as part of the price of investing in banks.

Tony (From the Outside)

Adair Turner makes the case for “Monetary Finance”

This link takes you to an interesting post by Adair Turner on the limits of “monetary policy” (both conventional and the unconventional negative interest rate variety) and the potential use of “monetary finance”. Turner defines Monetary Finance as running a fiscal deficit (or higher deficit than would otherwise be the case) which is not financed by the issue of interest-bearing debt, but instead financed by an increase in the monetary base (i.e. by increasing the irredeemable non-interest bearing liabilities of the government/central bank.

I am probably over simplifying but, crudely stated, I think this is colloquially referred to as printing money and conventionally deemed to be a bad thing. So it is especially interesting seeing someone who was at the heart of the central banking world making the case. The post strikes a balance between the extremes of :

– there are no limits to what governments want to finance; and

– printing money = hyperinflation = the road to ruin.

I recommend you read his post in full but this extract gives you a flavour of the key message (or at least the one that I took away).

“So, on close inspection, all apparent technical objections to monetary finance dissolve. There is no doubt that monetary finance is technically feasible and that wise fiscal and monetary authorities could choose just the “right” amount.

The crucial issue is whether politicians can be trusted to be wise. Most central bankers are skeptical, and fear that monetary finance, once openly allowed, would become excessive. Indeed, for many, the knowledge that it is possible is a dangerous forbidden fruit which must remain taboo.

They may be right: the best policy may be to provide monetary finance while denying the fact. Governments can run large fiscal deficits. Central banks can make these fundable at close to zero rates. And these operations might be reversed if future rates of economic growth and inflation are higher than currently anticipated. If not, they will become permanent. But nobody needs to acknowledge that possibility in advance.”

I don’t agree with everything he writes but Turner is to my mind one of the more thoughtful commentators on banking, economics and finance. His resume includes being the head of the UK Financial Services Authority during the GFC. A book he wrote in 2015 titled “Between Debt and the Devil: Money, Credit and Fixing Global Finance” is also on my recommended reading list.

Tony (From the Outside)

Whatever it takes

There is a lot going on but this is worth noting. Under old school banking, one of the functions of the central bank is to stand ready to be the Lender of Last Resort to the banks.

Matt Levine’s Bloomberg column today covered a fairly radical extension of this 19 century banking principle with the Fed now creating the capacity to lend directly to business. There are reasons why the US market needs to consider unconventional solutions outside the banking system (big companies in the US tend to be less reliant on bank intermediated finance than is the case in Australia and Europe) but this is still something to note and watch.

Also worth reading John Cochrane’s “The Grumpy Economist” blog which goes into some of the mechanics. Matt Levine’s editor titled his column as “Companies can borrow from the Fed now”. I am not sure how much difference it takes in practice but John makes the point that technically it is the US Treasury doing the lending, not the Fed.

Interesting times

Tony

Digital money – FT Alphaville

FT Alphaville is one of my go to sources for information and insight. The Alphaville post flagged below discusses the discussion paper recently released by the Bank of England on the pros and cons of a Central Bank Digital Currency. It is obviously a technical issue but worth at least scanning if you have any interest in banking and ways in which the concept of “money” may be evolving.

Read on ftalphaville.ft.com/2020/03/12/1584053069000/Digital-stimulus/

Italian mortgages: in one pocket, out the other | FT Alphaville

“One thing is for certain, Italy continues to be a place that proves the axiom that banking is inherently a political business, regardless of whether it wants to be.”

— Read on ftalphaville.ft.com/2020/03/10/1583837452000/Italian-mortgages–in-one-pocket–out-the-other/

Too much information

This post is possibly (ok probably) a bit technical but touches on what I think is an important issue in understanding how the financial system operates. The conventional wisdom as I understand it is that markets thrive on information. I think that is true in some cases but it may not be necessarily true for all markets. If the conventional wisdom is wrong then there are important areas of market and bank regulation that probably need to be reconsidered.

I have written on this topic before in relation to papers by Gary Gorton and Bengt Holmstrom. These papers developed an analytical argument in favour of certain assets (or markets) being “information insensitive”. That argument makes intuitive sense to me and I have used these arguments in a couple of previous posts; one titled “Why banks are different” and another titled “Deposit insurance and moral hazard“.

I hope to eventually do a longer piece where I can bring all these ideas together but the purpose today is simply to flag an interesting post (and associated paper) I came across that offers some empirical evidence in favour of the thesis. The post is titled “(When) Does Transparency Reduce Liquidity” and you can find the paper of the same name here.

This extract from the blog post I think captures the key ideas:

“To sum up, our findings can be grouped under two headings. The first is that more information in financial markets is not always beneficial. It can reduce rather than increase trading and liquidity.

The second is that one size does not fit all in terms of gauging the impact of transparency on liquidity. For the safest of the MBS securities, the impact of transparency is negligible, while for the riskiest, transparency enhances liquidity. It is in the broad middle of the risk spectrum that liquidity is negatively impacted.

Our findings ought to be of interest to regulators on both sides of the Atlantic. In order to promote transparency and to bolster market discipline, supervisors have imposed various loan-level requirements in both Europe and the United States. The assumption seems to be that more transparency is always a good thing.

In such a climate, there has been insufficient investigation or understanding of the effects, including the negative effects, of such requirements on MBS market liquidity. Our work, we believe, begins to put this right.

“(When) Does Transparency Reduce Liquidity?” by Professors Karthik Balakrishnan at Rice University, Aytekin Ertan at London Business School, and Yun Lee at Singapore Management University and London Business School. Posted on “The CLS Blue Sky Blog” October 30 2019

Summing up

If this thesis is correct (i.e. that there are certain types of funding that should be “information insensitive” by design and that it is a mistake to apply to money markets the lessons and logic of stock markets) then this has implications for:

  • thinking about the way that bank capital structure should be designed,
  • questions like deposit preference and deposit insurance, and
  • how we reconcile the need to impose market discipline on banks while ensuring that their liquidity is not adversely impacted.

I have not as yet managed to integrate all of these ideas into something worth sharing but the post referenced above and the associated paper are definitely worth reading if you are engaged with the same questions. If you think I am missing something then please let me know.

Tony