World finance sleepwalking into crisis due to poor modelling.

Image “Cascading global climate failure”

Source: Kemp et al, ‘Climate Endgame: Exploring catastrophic climate change scenarios’ (2022). Licensed under CC by 4.0.

Financial models on climate risk ‘implausible’, say actuaries.

Lack of understanding of full economic damage caused by ‘hothouse’ conditions, report finds

by in Financial Times

Financial institutions often did not understand the models they were using to predict the economic cost of climate change and were underestimating the risks of temperature rises, research led by a professional body of actuaries shows.

Many of the results emerging from the models were “implausible,” with a serious “disconnect” between climate scientists, economists, the people building the models and the financial institutions using them, a report by the Institute and Faculty of Actuaries and the University of Exeter finds.

Companies are increasingly required to report on the climate-related risks they face, using mathematical models to estimate how resilient their assets and businesses might be at different levels of warming.

The International Sustainability Standards Board last week launched long-awaited guidance for companies to inform investors about sustainability-related risks, including the climate scenarios chosen in their calculations.

Countries including the UK and Japan have said they plan to integrate these standards into their reporting rules.

Companies will also have to report the full scope of their emissions, including those from their supply chains, from the second year they begin to report under the guidelines due to come into effect in 2024.

That was a particular “challenge”, since companies would need to collect the data from all their suppliers, said George Richards, head of ESG reporting and assurance at KPMG.

In California, lawmakers are expected to vote in coming months on a bill that would require big companies doing business in the state to report the full scope of their emissions.

Some models were likely to have “limited use as they do not adequately communicate the level of risk we are likely to face if we fail to decarbonise quickly enough,” the paper released on Tuesday said.

It also found that significant factors were sometimes missing from models.

For example, an assessment of global gross domestic product loss in a so-called “hothouse” world of 3C higher temperatures by a group of 114 central banks and financial supervisors, known as the Network for Greening the Financial System, did not include “impacts related to extreme weather, sea-level rise or wider societal impacts from migration or conflict”.

assessment … did not include “impacts related to extreme weather, sea-level rise or wider societal impacts from migration or conflict”.

As a result of such overly “benign” models, large financial institutions had reported that they would suffer minimal economic impacts if the world warmed by significantly more than 1.5C higher than pre-industrial levels, it said.

The Paris Agreement commits countries to strive to limit warming to 1.5C by 2100, though policies in place now put the world on track for a rise of between 2.4C and 2.6C, say the UN body of scientists.

In Task Force on Climate-Related Financial Disclosures reports, several large UK financial institutions had reported that they would fare equally well or better economically in a hothouse scenario compared with more moderate warming scenarios, the researchers found, without naming the institutions.

Some economists had even predicted “relatively low economic damage” from high levels of warming, said Tim Lenton, a co-author of the report who holds the chair in climate change at Exeter.

It was “concerning” to see those models being used by financial institutions to estimate their risks, Lenton said.

The consequences of passing climate “tipping points” — self-reinforcing and irreversible negative planetary changes — were often not captured by the models, the researchers said.

Financial institutions often did not understand the assumptions baked into the models and their limitations, they added.


The Emperor’s New Climate Scenarios

Limitations and assumptions of commonly used climate-change scenarios in financial services

Authors: Sandy Trust, Sanjay Joshi, Tim Lenton, Jack Oliver

FOREWORD: Professor Tim Lenton, Chair in Climate Change and Earth System Science at the University of Exeter

FULL REPORT: https://actuaries.org.uk/media/qeydewmk/the-emperor-s-new-climate-scenarios.pdf

We have left it too late to tackle climate change incrementally. It now requires transformational change and a dramatic acceleration of progress.

A growing threat is the approach of ‘tipping points’ – thresholds which, once crossed, trigger irreversible changes, such as the loss of the Amazon rainforest or the West Antarctic ice sheet. Some tipping point thresholds have already been reached, while others are getting closer as global warming continues.

Once tipped into a new state, many of these systems will cause further warming – and may interact to form cascades that could threaten the existence of human civilisations.

However, some economists have predicted that damages from global warming will be as low as 2% of global economic production for a 3 ̊C rise in global average surface temperature. Such low estimates of economic damages – combined with assumptions that human economic productivity will be an order of magnitude higher than today – contrast strongly with predictions made by scientists of significantly reduced human habitability from climate change.

It is concerning to see these same economic models being used to underpin climate-change scenario analysis in financial services, leading to the publication of implausible results in the Task Force on Climate-related Financial Disclosures (TCFD) reporting that show benign, or even positive, economic outcomes in a hot-house world. This jars with climate science, which shows our economy may not exist at all if we do not mitigate climate change. It is essential that financial services institutions and regulators understand the limitations of these models and move towards realistic climate scenarios that recognise the catastrophic downside risk of a hot-house world.

We have left it too late to tackle climate change incrementally. It now requires transformational change and a dramatic acceleration of progress.

My hope is that this will spur a further acceleration of activity towards net zero in financial services, as it is only by reducing emissions, repairing the climate system and removing greenhouses gases that we will avoid the worst impacts of climate change – and we will need the support of the capital and insurance markets to achieve this.

Actuaries have an important contribution to make here. The application of actuarial principles to climate-change scenario analysis demonstrates the significant weaknesses in current approaches. Actuaries also wield enormous influence in the global financial system. In addition to their role in the insurance markets, their work in pensions means they can impact capital allocation in long-term savings in a way few other professions can, – the financial system is critical to accelerating a range of positive socio-economic tipping points.

we will need the support of the capital and insurance markets to achieve this.

Because just as tipping points are part of the greatest threat we face, the same logic may also provide the solution. We have identified a variety of positive tipping points in human societies that can propel rapid decarbonisation, in areas including transportation, agriculture, ecosystem regeneration, politics and public opinion. This concept could unlock the stalemate – the sense that there’s nothing we can do about climate change.

a variety of positive tipping points in human societies that can propel rapid decarbonisation

Operationalising positive tipping points will require leadership across society to seek out and deliver these transformational opportunities. Like the negative tipping points in the Earth system, some positive tipping points are already in motion. We must now seize the opportunity to accelerate this process further.

References

  1. See www.frc.org.uk/actuaries/technical-actuarial-standards
  2. Glasgow Financial Alliance for Net Zero (gfanzero.com)
  3. CCAG PositionPaper CriticalPathway.pdf (squarespace.com)
  4. https://www.theguardian.com/world/2023/mar/30/melting- antarctic-ice-predicted-to-cause-rapid-slowdown-of-deep-ocean- current-by-2050
  5. Exceeding 1.5°C global warming could trigger multiple climate tipping points | Science
  6. Trajectories of the Earth System in the Anthropocene | PNAS
  7. Climate emergency final report.pdf (actuaries.org.uk)
  8. See eg Climate emergency final report.pdf (actuaries.org.uk) or Pay now or pay later? – Thinking Ahead Institute
  9. The 2023 Climate Risk Landscape – United Nations Environment – Finance Initiative (unepfi.org)
  10. Intergovernmental Panel on Climate Change
  11. Network for Greening the Financial System
  12. International Energy Agency
  13. NGFS climate scenarios for central banks and supervisors.pdf
  14. Climate scenario analysis – An illustration of potential long-term economic & financial market impacts
  15. IPCC report: the macroeconomic impacts of climate action and inaction – Cambridge Econometrics (camecon.com)
  16. World Economic Outlook, October 2022 (imf.org),
    Near-Term Macroeconomic Impact of Decarbonization Policies
  17. Pay now or pay later? – Thinking Ahead Institute
  18. The economy is a complex adaptive system – it is unclear that aggregate outcomes can be inferred from the impact on individual actors. Beinhocker, The Origin of Wealth: The Radical Remaking of Economics and What it Means for Business and Society, 2007.
  19. GRI_22ClimateRiskSurveyReport.pdf (garp.org)
  20. CFRF Guide 2022: Scenario Analysis – financial firms (fca.org.uk)
  21. EIOPA consider 5-10 yrs short term, 30 yrs med term and 80yrs long term for the purpose of the ORSA: https://www.eiopa.europa. eu/publications/opinion-supervision-use-climate-change-risk- scenarios-orsa_en
  22. 22. Representative Concentration Pathways – emissions trajectories defined by IPCC Topic 2: Future changes, risks and impacts — IPCC

    23. The 2023 Climate Risk Landscape – United Nations Environment – Finance Initiative (unepfi.org)

    24. Toward a Framework for Assessing and Using Current Climate Risk Scenarios Within Financial Decisions

    25. Climate tipping points change everything – Thinking Ahead Institute

    26. Climate Endgame: Exploring catastrophic climate change scenarios | PNAS

    27. frc.org.uk

    28. General Actuarial Standards – Version 2.0 (frc.org.uk)

    29. https://www.clientearth.org/latest/documents/risky-business- climate-change-and-professional-liability-risks-for-db-pensions- actuaries/

    30. https://actuaries.org.uk/media/btbbojpz/2022-climate-change- and-sustainability-risk-alert-final.pdf

    31. General Actuarial Standards – Version 2.0 (frc.org.uk) Paragraph A1.2

    32. Climate Endgame: Exploring catastrophic climate change scenarios | PNAS

    33. [2212.04474] Global warming in the pipeline (arxiv.org) (Noting paper is not yet peer reviewed)

    34. Explainer: How scientists estimate climate sensitivity (carbonbrief.org)

    35. [2212.04474] Global warming in the pipeline (arxiv.org) (Noting paper is not yet peer reviewed)

    36. Climate Endgame: Exploring catastrophic climate change scenarios | PNAS

    37. 2108.07847.pdf (arxiv.org)

    38. Full article: The economics of immense risk, urgent action and radical change: towards new approaches to the economics of climate change (tandfonline.com)

    39. NGFS Climate scenarios for central banks and supervisors.pdf

    40. Current climate scenario analysis exercises may understate climate exposures and vulnerabilities, warn FSB and NGFS | Banque de France

    1. Integrated perspective on translating biophysical to economic impacts of climate change (Piontek et al, 2021)
    2. https://www.bankofengland.co.uk/-/media/boe/files/quarterly- bulletin/2014/money-creation-in-the-modern-economy.pdf
    3. Under the bonnet: different economic engines that drive climate change scenario models | The Actuary
    4. Against Value-at-Risk (fooledbyrandomness.com)
    5. Climate Endgame: Exploring catastrophic climate changescenarios | PNAS
    6. https://www.bloomberg.com/news/articles/2018-01-25/ basements-in-new-york-mumbai-seen-as-uninsurable-in-next- decade
    7. Climate Central | Land projected to be below annual flood level in 2050
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