We have now been dealing with Covid-19 for over six months. Ideally, we would like to think that we have learned a lot since the outbreak. But have we? As insurers are preparing for year-end liability valuations, many actuaries will be carrying out experience investigations to review recent history in order to predict future experience. Assumptions that will be impacted by Covid-19 are no different, but add significant challenges. |
By Kim Durniat FIA, Partner and Head of Life Consulting at Barnett Waddingham This article discusses the actuarial challenges life insurers are facing due to the current environment. Let’s first have a look at what we know and what we don’t know about Covid-19.
What we know about Covid-19 Over the last two months, we’ve also learnt that the virus can rebound quickly when restrictions are lifted, as seen in the rapid rise in cases across Europe in the autumn.
Many uncertainties remain The behaviour of the public during the second wave and whether new restrictions will be followed, in particular over the Christmas period It is unclear when a vaccine will be available and how effective it will be. In addition, it is uncertain as to how long a vaccine will protect individuals and whether it will protect against different strains of the virus, similar to the flu vaccine We don’t fully understand the link between Covid-19 transmission, severity of symptoms and weather. Will winter result in higher R rates? There remains a lot of uncertainty around the long-term impairments for Covid-19 survivors It is extremely difficult to assess the secondary impact of the pandemic; for example missed treatments and delayed diagnoses during lockdown and also lower levels of A&E admissions
What does this mean for life insurers? We have identified three key areas that actuaries need to consider during remainder of Q4 and in the start of the 2021.
Setting assumptions for year-end liabilities For some firms, their data may not be showing much difference from previous periods. It may be that their experience analysis is not using the most up to date data, their population is small or that Covid-19 has not yet had much impact. However, firms will need to consider what the longer-term impacts will be. With potentially limited data and so many uncertainties, this is very challenging. So what are we doing with clients? We are recommending no knee-jerk reactions to what may be anomalies rather than long-term trends in experience. There have been instances in the past, such as the reaction to A.I.D.S,, where the profession has been too pessimistic. In the first instance, firms should determine required reserves on the basis of Covid-19 having one-off impacts on experience. However, there will need to be some judgement exercised in determining the expected severity and duration of the anomalous experience. The potential longer-term financial impact of Covid-19 on the insurer will depend on the type of business written and the degree of reinsurance. Firms need to assess these impacts and make a judgement call as to whether or not to make additional provision for these. Covid-19 is too recent for us to fully understand the long-term impacts on cardiac and vascular impairments and also future life expectancy. There’s no right or wrong answer at this stage, but there are some things that firms should do in forming their opinions: Consider any historical data that may have some relevance, such as lapse and unemployment claim experience following the 2008-2009 financial crisis Monitor emerging experience (both own and, where available, industry data) Undertake stress and scenario tests to understand the potential impact of different scenarios Ultimately, the decision making body needs to have the information it requires to be able to make an informed decision and to keep that decision under review.
Experience monitoring Insurers will be carrying out regular experience analyses in order to identify any material changes, as mentioned previously, when analysing experience. It is important to identify trends and anomalies separately. It is also helpful to consider seasonal impacts that may be obscured by annual analysis and other potential drivers of experience; for example, location. These aspects are often omitted from experience analyses in benign times and may be difficult to implement at short notice, but they can add significant value in helping to understand the reason behind any spikes.
Stress and scenario testing "The purpose of SST is to understand the resilience of the balance sheet and what levels of stresses the company can withstand. This enables insurers to make decisions on business plans and highlights where risk appetites could be breached." Identifying the stresses and scenarios to test to represent Covid-19 is not an easy task. There are various areas to consider from economic to demographic factors. What combinations of these factors represent plausible scenarios for the pandemic we are facing and what levels of stress should be applied? Analysing the exposure to different risk factors, for example distribution channel or location, helps understand any risk concentrations and may assist in making more informed decisions about the SST to perform. We know how difficult it is to set future assumptions. It is therefore vital that the firm considers sufficient scenarios to understand the potential impacts and, where necessary, formulate the actions needed should an adverse scenario materialise. |
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