Machine Learning and AI for Risk Manag ...
After completing this reading, you should be able to: Explain the distinctions between... Read More
After completing this reading, you should be able to:
Climate-related risks refer to climatic changes that could potentially give rise to financial risks. These risks have increased significantly over the last 100 years due to global warming, which has, in turn, increased the frequency of extreme weather events. The result is loss of lives, diminished livelihoods, reduced production in plants and animals, and damaged infrastructure, among other adverse impacts.
Climate risk drivers can be grouped into one of two categories:
Physical risks are those that are tied to weather and climatic changes that impact the economy. They can be subdivided further into acute risks, which come about due to extreme weather events, or chronic risks associated with long-term progressive shifts in climate. Acute physical risks include wildfires, heatwaves, floods, storms, hurricanes, typhoons, and cyclones. Chronic physical risks include rising sea levels, ocean acidification, and rising temperatures. Prolonged periods of high temperatures can also lead to desertification.
Physical climate risks may occur with a significant time lag. What’s more, severity differs from one event to another. Although human activity and day-to-day decisions, to an extent, affect exposure to physical risks, it’s impossible to control the location, timing, and magnitude of specific physical events.
Transition risks refer to societal disruptions arising from adjustments towards a low-carbon economy. Migration to a low carbon economy comes with a host of changes that impact not just working conditions but also the products manufactured.
Sources of transition risk include:
Banks have been caught up in these risks, a situation that has given them an incentive to deploy risk-monitoring tools in an attempt to mitigate or eliminate the effects. However, the sheer scale and synchronous nature of transition-related changes mean it isn’t easy to keep up, and the impact can be greater than previously anticipated. However, transition risk drivers vary by the economy depending on the existing levels of technology and mechanization.
Let’s now briefly look at examples of transition risk drivers.
In recent years, countries worldwide have put a lot of effort toward finding solutions for risks resulting from climate change. Through the Paris Agreement, an international treaty that enjoys the support of 191 countries (and the European Union), nations have pledged to take a host of measures and enact policies that reduce GHG emissions and adopt low-carbon economies. Some countries have gone as far as barring the import of certain products while setting deadlines for the manufacture of certain local goods. For example, the UK has pledged to reduce greenhouse gas emissions by at least 100% of 1990 levels (net zero) by 2050.
There’s been a sustained push around the world to replace old technology with new technology and tools that emit fewer greenhouse gases. For example, counties are encouraging automobile producers to ditch the production of gas-dependent cars in favour of electric models, which emit less carbon into the atmosphere. The problem is that some of the proposed technological changes might force companies to ditch proven long-term business models and adopt the use of resources that may become more expensive over time. On the upside, those that are quick to adopt the changes stand to benefit from public goodwill and favourable government policies. The government can also impose taxes on the use of certain resources.
Investors are increasingly factoring climate risks into their investment decisions, a trend that may reflect pressure from non-governmental organizations and environmental groups. Indeed, climate change is already being incorporated into investment decision-making and investment approaches by some of the world’s largest asset managers. For corporations directly impacted by climate change, both their bond and equity offerings will be subject to valuation and re-valuation as investors change their assessment of the underlying climatic risks.
Adapting to a low-carbon economy requires a change in human behaviour. Climate-friendly consumption would, for example, lead to more climate-friendly transportation, manufacturing and energy use. The evidence indicates that there is a shift in consumer behaviour already underway. Clients of retail banks may ask that their savings or investments be directed to institutions with more eco-friendly policies or projects that contribute to the environment. A growing awareness of, and explicit demand for, climate-friendly financial products and investment could spur corporations and banks to change their business strategies, notwithstanding potential regulatory or supervisory approaches. In the same vein, investors and consumers’ expectations of hazards (e.g. flooding), climate policies, or technological changes may lead to changes in their preferences and consequently impact the price of assets.
There’s a clear link between climate risk drivers and financial risk for banks. The causal chains linking climate risk drivers to the financial risks faced by the banking sector are known as transmission channels. Put differently, transmission channels present the avenues through which climate change can expose banks to financial risk. These transmission channels can be either macroeconomic or microeconomic.
Microeconomic transmission channels refer to the causal chains by which climate risk drivers affect the various individual counterparties doing business with banks, potentially exposing banks and the entire financial system to climate-related financial risk. They also include the direct effects of climate change on banks, particularly events that disrupt operations and the ability of banks to raise funds for day-to-day business. However, they also include the indirect effects on name-specific assets such as bonds, single-name CDS and equities.
Macroeconomic transmission channels are the avenues through which climate risk drivers affect macroeconomic factors such as inflation, labour productivity, GDP, and economic growth, which in turn may have an effect on the economy in which banks operate.
The following are various microeconomic transmission channels and the financial risk they create:
As more and more consumers embrace less carbon-intensive products, producers that stick with the high GHS emission products may see a decline in sales. As such, banks with exposure to such producers may see an increase in credit risk.
Climate risk is expected to have the greatest impact on credit risk and market risk when considering macroeconomic factors.
The following factors can amplify the impact of climate-related risks:
Interactions exist across both physical and transition risk drivers. One area where we’ve seen such interactions is in the simultaneous introduction of climate mitigating policies (e.g., preference for electric vehicles over those that use gas) and technological breakthroughs.
Certain financial amplifiers have the potential to increase the impact of climate-related financial risks on banks. The materialization of climate-related risks on bank balance sheets might be amplified by behavioral choices within the financial system and interactions with the real economy. A good example of a financial amplifier is the absence of insurance or its unaffordability. If bank-funded assets aren’t insured, damage by climate-related events could result in a loss for the bank and result in a difficult recovery plan for the borrower.
Some risk drivers may impact banks through more than one transmission channel, a situation that amplifies climate-related financial risks. Notably, the interaction between microeconomic and macroeconomic transmission channels can worsen an already dire situation. An example of this would be where a physical risk results in the destruction of houses, thereby affecting the creditworthiness of a bank’s customers while also impacting the aggregate credit risk for banks.
Mitigants can mitigate and offset banks’ exposure to climate-related financial risks through proactive and reactive actions. Proactive actions are the pre-emptive steps banks take to reduce their vulnerability to climate-related risks. Good examples would be diversification and strategic asset allocation. A bank might increase investment in sustainable companies, particularly those that have embraced less carbon-intensive business practices and technology.
Reactive actions include actions taken as a response to climate risks already embedded in balance sheet exposures. They include insurance and reinsurance, hedging, securitization, and asset sales that enable a bank to reduce its exposure to high-risk assets.