Managing Climate Impact Risk and Uncertainty - The Pivot Point in Finance
The precautionary approach to climate risks and their impacts on finance. With most climate impact risk assessments ranging from 0% to -20% losses, more work and knowledge are sorely needed. A ‘race to the top’ and Nature-based investments may prevail, once the bad news (everyone is in for massive losses) is out in the open.
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Following up on an insightful post from Laurie Laybourn yesterday - Are we in a ‘delayed disclosure trap’?
Yes certainly, we are in a multi-faceted disclosure trap, as he articulately describes. All of which contribute to the current (mass) underestimation of climate risk on financial institution and investor balance sheets.
Climate Risk Assessment in Finance
Although climate change awareness has greatly increased, little has been done to develop robust climate risk assessments in finance.
“I must tell you that I marvel that economists are willing to make quantitative estimates of economic consequences of climate change where the only measures available are estimates of global surface average increases in temperature. As [one] who has spent his career worrying about the vagaries of the dynamics of the atmosphere, I marvel that they can translate a single global number, an extremely poor surrogate for a description of the climatic conditions, into quantitative estimates of impacts of global economic conditions.”
Steve Keen - The appallingly bad neoclassical economics of climate change (2020)
Source: Bilal and Känzig (2024) - The Macroeconomic Impact of Climate Change
The exception to this is the insurance (and reinsurance) sector – see also 'Climate Risk Modelling in Insurance' below.
As ultimate underwriters of some climate risks, insurers and reinsurers must know a thing or two about climate risks. How to model and price risks and more importantly, how to offset and repackage such risks.
The Risk Quantification Trap
Contributing to the disclosure trap, there is also a structural and therefore delayed risk quantification trap which exacerbates the problem.
In truth, financial ‘risk managers’ have little experience in robustly assessing, modelling and quantifying climate-related risks. It is beyond the standard remit - yet their firms will seek to appear as in robust, everyday control of all risks.
Historically, it has not been in the finance sector’s interest to go down the rabbit hole of investing in and building full climate risk modelling capabilities. Not unless they are compelled to by their regulators. As a result, finance sector balance sheets have been ignoring, under-researching and therefore underestimating climate risks.
This explains the huge divergence in climate-related risk impact assessments to date. All of which should be viewed as early-stage risk impact assessments in the scheme of things. Stepping stones to more robust future measures of impact.
Yet seen with an eye on the future, it is very much in their interests to develop climate risk management capabilities, and to be at the front of the pack regarding the taking on of new business and new risks.
Better models and approaches will consequently take time and will require investment to build greater understanding and modelling of the climate /nature-related risks.
“The degradation of nature not only threatens these ecosystem services, but also increases the risk of us reaching ecosystem tipping points, i.e. non-linear, self-amplifying and irreversible changes in ecosystem states that can occur rapidly and on a large scale.
Through these tipping points, we are at risk of going beyond the Earth’s safe operating space for sustaining life on the planet.
From the perspective of central banks and supervisors, the degradation of nature makes our economies, our companies and our financial institutions increasingly vulnerable.
We cannot ignore these vulnerabilities. Indeed, we need to deepen our understanding of how nature-related financial risk affects the economy and the financial system.”
Frank Elderson, Vice-Chair of the ECB Supervisory Board – Sept 2024 speech
Regulators and central banks are now on the case, ushering in new requirements for the integration of climate risk into existing risk assessment and capital adequacy frameworks. But this will likely be a slow progression.
The end result will be a much more sanguine view of risks (and uncertainty) lurking in financial balance sheets, with major adjustments to solvency and capital adequacy calculations as a result.
This failure of the financial sector to adequately prepare for climate-related risks is undoubtedly because of the above disclosure traps and conflicting commercial interests. It is also associated with human biases:
Myopia - Myopia has the effect that people focus on near-term risks and neglect (and under-invest in) long-term risks, for which action is delayed. Myopia is especially problematic with climate change, often not considered to be salient and viewed as a long-term risk.
Herding - Under uncertainty, choices are guided by the behaviour of others and social norms.
Bystander effect / apathy – the greater the number of firms and people with the problem, the less likely for any one of them to take responsibility and do something about it.
Simplification – risks assigned low probabilities fall below the threshold level of concern, meaning no risk-reduction action or research is undertaken.
Availability - Perceptions and preparedness for future natural disasters increase with personal experience. But there is a low historical probability of such, contributing to underestimation of natural disaster risks by the general population.
Finite Pool of Worry - Individuals cannot worry about too many risks at the same time. If concern about one kind of risk increases, concern about other kinds of risks reduces. For example the 2008 financial crisis and its aftermath, and the COVID-19 pandemic, with increased employment and health concerns.
Anchoring and status quo bias - Because it is not in financial firms’ commercial interests to thoroughly explore climate risks and be the first to disclose such, risk managers also tend to ‘switch off’ / insufficiently revise their approach to climate risk intelligence and new information.
Climate Risk Knowledge in Finance
As undisclosed climate risks and impacts grow, the inadequacy of current climate risk knowledge and approaches becomes increasingly apparent. And then the bubble bursts.
Disclosure might have material impacts, affecting market confidence in the financial institution(s) concerned. However, the situation must be recognised as endemic to all financial institutions, particularly those still supporting BAU (Business-As-Usual) activities.
What is needed is a professional climate research code of sorts – similar to those followed by scientists and mathematicians, adjusted for financial industry participants - we are all trying to solve the same problems:
- A precautionary approach
- Research methodology with full transparency stating challenges regarding accuracy
- Full disclosure of data for reproducibility, to further industry knowledge
- Structure businesses to remove conflicts between research and commercial interests
- Use of third party experts and software
- Open industry review / international coordination and review
- Regulator-enforced operational independence for risk managers / researchers
- Industry climate risk warnings and climate risk ratings, with best practice guidance
- Link climate risk management to firm performance and performance-based incentives
The Pivot Point - from Financial Assets to Nature, Regeneration and Nature Positive Assets
In terms of industry best practices – lying about or playing down climate risks is a commercial instinct, but is not going to inspire confidence and will fall flat sooner or later - when everyone knows the risks are likely enormous. This applies to most businesses not just financial concerns.
Rather than focusing on false reassurances as to expected portfolio losses, a pivot point arises – beyond which it becomes far better to stress the risk benefits achieved from holdings in Nature and Nature-based investment strategies.
And a ‘race to the top’ may prevail, once the bad news (everyone is in for massive losses) is out in the open.
Then the discussion and focus moves on to why the Nature and Nature positive assets are value additive / risk reducing for the overall portfolio of the firm.
The nature of uncertainty and risk from climate change
“An emissions pathway consistent with plans submitted for Paris COP21, implies that we are headed for temperature increases of 3°C or more within a century. Such temperatures carry grave risks to humankind and the planet as a whole... These kinds of temperatures could involve sea-level increases of scores of metres and inundation of many of the coastal cities of the world.
Those kinds of temperatures would radically change lives and livelihoods across the globe. Many parts of the world would become uninhabitable. One of the most densely populated regions in the world, the North China Plain, would likely experience deadly heatwaves later this century with ‘wet-bulb’ temperature exceeding the threshold defining what people can tolerate while working outdoors. Similar heatwaves could also occur in other densely populated parts of the world, such as North India. Hundreds of millions, possibly billions, would have to move, likely resulting in severe and extended conflict.
A global cascade of multiple tipping points in the climate system would be an existential threat to civilisation… … The stakes we are playing for are immense.”
Section 3.1 (citations removed) - Stern et al (2020) - The economics of immense risk, urgent action and radical change: towards new approaches to the economics of climate change
- 1.5°C is not a political limit, it is a physical limit.
- Breaching 1.5°C risks triggering multiple climate change tipping points and every fraction of a degree increases the risk.
- 1.5°C is already breached (ignoring the long-term averaging) and on the same basis, 2.0°C is highly likely before 2035.
- The Earth may be more sensitive to greenhouse gases than we thought, which means net zero carbon budgets may already be negative for the 1.5°C limit
- The severity and frequency of extreme events are unprecedented and beyond model projections.
The nature of steadily increasing anthropogenic risk
“It is by using additional fossil fuel energy sources that humans have been able to develop economic systems of resource use that have sustained growth at levels well beyond that of previous societies. However, there is no evidence that they are able to avoid or manage the consequences of doing this. There is no evidence that contemporary economies have or are able to in the near future decisively ‘dematerialise’ or transition from some degree of ‘relative decoupling’ to ‘absolute decoupling’ of economic activity and growth in material and energy use and associated issues like carbon emissions. And it is now widely acknowledged that we have surpassed the Earth’s capacity to restore and repair the damage imposed by this kind of increasing human activity. Current trends in extinction rates, coral reef decay, ocean pollution and acidification, overfishing, deforestation, air pollution and climate change point towards critical tensions, if not collapse. Increased social strife around the world can be considered another sign of unsustainable growth pathways. Ultimately ecological damage and accelerated climate change and its consequences are a signal that economic growth and likely population growth are not realistic options if we are to avoid dangerous Earth System transitions.”
“… the message is clear, transfers and technological change alone cannot solve planetary-scale problems if undifferentiated and continuous economic growth remains the basic premise of our economic system, since this has inevitable consequences for continued material and energy overuse. This must change and it seems this is something that civil society around the world increasingly recognizes...”
"The major carbon polluting nations – along with the multi-national corporations over which they can and should exercise control – retain the capacity to dial-back the CO2 control knob, yet in defiance of the common interest they continue along a fatal path."
“More than three decades have passed since States committed “to achieve… stabilization of [GHG] concentrations in the atmosphere at a level that would prevent dangerous anthropogenic interference with the climate system.” That stabilization has not been achieved… Most significantly, humanity continues to heat up the planet by releasing massive quantities of greenhouse gases (GHGs).
Increasing GHG concentrations in turn strongly influence top-of-the-atmosphere radiative imbalance – known as Earth’s Energy Imbalance (EEI)… EEI is the most critical number defining the prospects for continued global warming and climate change… Earth’s Energy Imbalance has increased markedly in recent decades. Indeed, we have found a total heat gain of 358 ± 37 ZJ over the period 1971–2018. EEI is not only continuing, but increasing…”
Dr. James Hansen
Wood et al (2023) - A Climate Science Toolkit for High Impact‐Low Likelihood Climate Risks
Climate Risk Modelling in Finance
We have a ‘life blind’ economic system with profitability and growth as its core objectives, regardless of the externalities. In similar fashion, risk managers are ‘risk blind’ to life/nature:
- They are professionals who typically deal in measurable uncertainties (quantifiable 'risks') with familiar risk budgets, tolerances, confidence intervals.
- Indeed, most of professional risk management works this way – we focus on things within our control. We tend to over-emphasise that which can be measured (“if it can’t be measured it can’t be managed” school of thought).
- Most risk managers are in the main risk measurers and risk monitors (of known market risks) - with typically little mandate to invent, categorise and model ‘unknown risks’ – with inherent uncertainty, ambiguity, complexity.
- The new climate risk discipline is to incorporate non-market climate and system-related variables (non-traded, observed, uncertain) into contemporary financial risk management systems - and to price, integrate, model and manage such unfamiliar and complex risks in ways that are robust.
- The task in future is to manage and model such real-world risks - they may ultimately play a dominant role in economic risk assessments.
- Professionally, the consideration of longer-term risks has not been necessary. Risks that are emergent and typically unobservable (until they crystallise). Unfamiliar risks which, collectively, may have major impacts on markets, asset and collateral values, value chains, risk insurability etc.
Beyond measurable ‘risk’ we have ‘uncertainty’ (‘Knightian’ uncertainty, as first introduced):
- observable time series but misleading/meaningless historical correlations to other familiar, market risk variables.
- information is imperfect, knowledge and understanding gaps exist; some inputs are non-observable / less measurable.
- A world with more qualitative analysis and decisioning, combined with quantitative modelling
- A world with decisioning based on informed guesses and probabilistic confidences.
- Uncertainties that are probabilistic and complex system-driven.
Acute climate risks - Event-driven risks, typically short-term extreme weather events such as floods, hurricanes, wildfires, heatwaves, and droughts.
Chronic climate risks - Longer-term shifts in climate patterns / 'state variables', e.g. global temperatures, sea level, and precipitation patterns.
Climate Risk Modelling in Insurance
Climate risk insurance modelling estimates current and future risk through catastrophe modelling, actuarial approaches and probabilistic methods. Over the last 20 years, numerous climate hazard and risk models for different perils have been developed. Climate risk insurance models can also be applied to assess the simulate the impact of climatic risks on insurance uptake, supply/demand and insurance premia, and how insurance can incentivise adaptation.
Risk can be subdivided into Hazard, Exposure and Vulnerability:
Hazard - is the frequency and intensity of the natural hazard
Exposure - is the presence of exposed values, such as buildings, property, or crops that can adversely affected
Vulnerability - is the susceptibility of these exposed values to losses.
Adapted from Simpson et al. (2021) - A framework for complex climate change risk assessment
Climatic HazardRisk can be subdivided into five main groups: